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{"image":"images/607_000003.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132767497\",\"ncf\":\"B1474595194\",\"fecha_comprobante\":\"20250923\",\"monto_facturado\":5502.95,\"itbis_facturado\":990.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":6493.48,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES INMOBILIARIA CG CABRERA SRL\\nRNC EMISOR: 130708551\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SINGULAROPS SRL\\nRNC CLIENTE: 132767497\\nFACTURA DE CREDITO FISCAL\\nNCF: B1474595194\\nFACTURA NO.: 2682362\\nAUTORIZACION: 754913152\\nTELEFONO: 809-279-6362\\nFECHA: 23/09/2025  HORA: 20:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   5,502.95\\n-------------------------------------------\\nSUB-TOTAL RD$        5,502.95\\nIMPUESTO ITBIS RD$         990.53\\nTOTAL RD$           6,493.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5979839\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 38360990\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130708551"],"invoice_ids":["inv_743d99154949eadd7303"],"observation_id":"obs_afffbaedcfe61e81c52c","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":10.48,"augmentation_metadata":{"downscale_factor":0.739,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.611,"brightness_factor":1.119,"blur_sigma":0.335,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.72,"jpeg_quality":83,"documents":[{"rotation_deg":-0.916,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7468737180279627608,"difficulty":"hard","split":"validation"}
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{"image":"images/607_000005.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00110473261\",\"ncf\":\"E325500328063\",\"fecha_comprobante\":\"20250202\",\"monto_facturado\":2252.00,\"itbis_facturado\":405.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2657.36,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"J&J BROTHERS CREATIVE\\nRNC EMISOR: 133022958\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LAURA ALTAGRACIA HICIANO MUÑOZ DE\\nHIDAL\\nRNC CLIENTE: 00110473261\\nFACTURA DE CREDITO FISCAL\\nNCF: E325500328063\\nFACTURA NO.: 0252101\\nAUTORIZACION: 308652728\\nTELEFONO: 809-752-5778\\nFECHA: 02/02/2025  HORA: 19:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,252.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,252.00\\nITBIS 18% RD$         405.36\\nTOTAL RD$           2,657.36\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4335319\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 95014236\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133022958"],"invoice_ids":["inv_0f12bdc5ff1e0d86ba5b"],"observation_id":"obs_f15cdf98a94ccb9d5d45","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":9.22,"augmentation_metadata":{"downscale_factor":0.812,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.909,"brightness_factor":0.953,"blur_sigma":0.424,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.86,"jpeg_quality":89,"documents":[{"rotation_deg":2.118,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11160145433641546871,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 39827006\\nCOPIA\\n\\n--- FACTURA ---\\n\\nFRANQUICIAS DEL ATLANTICO C A\\nRNC EMISOR: 130848661\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNCALITO EXPRESS EIRL\\nRNC CLIENTE: 133510707\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0295781981\\nFACTURA NO.: 7574887\\nAUTORIZACION: 571014677\\nTELEFONO: 809-884-5996\\nFECHA: 22/06/2024  HORA: 12:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO         7,624.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,624.00\\nIMPUESTO ITBIS RD$       1,372.32\\nTOTAL RD$           8,996.32\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9464508\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 89663920\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSUPER FARMACIA GRISPALBA\\nRNC EMISOR: 132278501\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OMAR ALVENIS MERCEDES RODRIGUEZ\\nRNC CLIENTE: 13600151917\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323022616614\\nFACTURA NO.: 1881323\\nAUTORIZACION: 995150789\\nTELEFONO: 809-665-5552\\nFECHA: 29/04/2024  HORA: 13:01\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  9,164.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                                 26,620.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                    805.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       36,589.00\\nIMPUESTO ITBIS RD$       6,586.02\\nTOTAL RD$          43,175.02\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 278182\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000012.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101620714\",\"ncf\":\"B0115511975\",\"fecha_comprobante\":\"20251127\",\"monto_facturado_servicios\":208000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":37440.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133731381\",\"ncf\":\"E455930292638\",\"fecha_comprobante\":\"20240912\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8108.00,\"itbis_facturado\":1459.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ARISTY BRITO & ASOCIADOS C POR A\\nARISTY BRITO & ASOCIADOS C POR A\\nRNC 101620714\\nCLIENTE: CWLNA TV IMPORTACIONES Y EXPORTACIONES\\nRNC CLIENTE: 133313618\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0115511975\\nFACTURA NO.: 3673670\\nAUTORIZACION: 770254347\\nTELEFONO: 809-337-7903\\nFECHA: 27/11/2025  HORA: 12:08\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                141,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                                 20,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 47,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      208,000.00\\nITBIS 18% RD$      37,440.00\\nTOTAL RD$         245,440.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9453672\\nGRACIAS POR SU COMPRA\\nVerificado\\n\\n--- FACTURA ---\\n\\nJM DECORACIONES PVC\\nJM DECORACIONES PVC EIRL\\nRNC: 133731381\\nCLIENTE: JOSE ANTONIO DE LA CRUZ PEREZ\\nRNC CLIENTE: 00106157977\\nFACTURA DE CREDITO FISCAL\\nNCF E455930292638\\nFACTURA NO.: 9896689\\nAUTORIZACION: 208813626\\nTELEFONO: 809-572-9674\\nFECHA: 12/09/2024  HORA: 10:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,994.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,114.00\\n-------------------------------------------\\nSUB-TOTAL RD$        8,108.00\\nITBIS RD$       1,459.44\\nTOTAL RD$           9,567.44\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7386770\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 49297780\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101620714","133731381"],"invoice_ids":["inv_5c1e62880e7c5fd4ae8f","inv_d6a47ebd515e841950de"],"observation_id":"obs_77ef1833f46d7906707b","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":6.78,"augmentation_metadata":{"downscale_factor":0.669,"red_scale":1.043,"blue_scale":0.957,"contrast_factor":0.836,"brightness_factor":1.046,"blur_sigma":0.263,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.65,"jpeg_quality":88,"documents":[{"rotation_deg":0.835,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.811,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8561432021649338163,"difficulty":"hard","split":"train"}
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{"image":"images/606_000014.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132419634\",\"ncf\":\"E448923302459\",\"fecha_comprobante\":\"20251019\",\"monto_facturado_servicios\":6500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1170.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":17.43,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133252376\",\"ncf\":\"E326579774898\",\"fecha_comprobante\":\"20250127\",\"monto_facturado_servicios\":447.00,\"monto_facturado_bienes\":5320.50,\"itbis_facturado\":1038.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"DECERCA\\nDECERCA SRL\\nRNC: 132419634\\nCLIENTE: CONDOMINIO CENTRO DE MEDICINA AVANZADA \\nRNC CLIENTE: 430308889\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448923302459\\nFACTURA NO.: 5164915\\nAUTORIZACION: 791885772\\nTELEFONO: 809-280-8799\\nFECHA: 19/10/2025  HORA: 12:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       6,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$        6,500.00\\nITBIS RD$       1,170.00\\nOTROS IMPUESTOS RD$      17.43\\nTOTAL RD$           7,687.43\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7777817\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 10068593\\nDETALLE DE SERVICIOS\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nAGROCIBAO CBN\\nAGROCIBAO CBN SRL\\nRNC: 133252376\\nCLIENTE: SONNY MILOR URIBE DE LA CRUZ\\nRNC CLIENTE: 09300411346\\nFACTURA DE CREDITO FISCAL\\nNCF: E326579774898\\nFACTURA NO.: 0818585\\nAUTORIZACION: 235667335\\nTELEFONO: 809-938-9219\\nFECHA: 27/01/2025  HORA: 09:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             5,320.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            447.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,767.50\\nIMPUESTO ITBIS RD$       1,038.15\\nTOTAL RD$           6,805.65\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6515887\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 39446252\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nRECIBIDO\"}","template_ids":[4,10],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132419634","133252376"],"invoice_ids":["inv_5024338375b655102474","inv_7cd1ab8dc4aeab756808"],"observation_id":"obs_c146e367ce1b56490b60","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.54,"augmentation_metadata":{"downscale_factor":0.863,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":1.038,"brightness_factor":1.041,"blur_sigma":0.536,"crop_applied":false,"camera_distance_factors":[0.953,0.938],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":57.87,"jpeg_quality":90,"documents":[{"rotation_deg":-3.494,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.364,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4236884837973761319,"difficulty":"medium","split":"train"}
{"image":"images/607_000015.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131330878\",\"ncf\":\"E321635572252\",\"fecha_comprobante\":\"20240620\",\"monto_facturado\":45916.95,\"itbis_facturado\":8265.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":16074.65,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":38107.35,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"401507412\",\"ncf\":\"E329929700895\",\"fecha_comprobante\":\"20240122\",\"monto_facturado\":37596.49,\"itbis_facturado\":6767.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":44363.86,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ACOSTA BELLIARD AUTO IMPORT\\nRNC EMISOR: 131888496\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MEDRANO ALMONTE MEGA SECURITY SRL\\nRNC CLIENTE: 131330878\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321635572252\\nFACTURA NO.: 0283952\\nAUTORIZACION: 707518863\\nTELEFONO: 809-740-5732\\nFECHA: 20/06/2024  HORA: 19:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ACEITE DE MOTOR              1,802.00\\n    4  UNIDAD    JUEGO DE PASTILLAS DE FRENO    7,756.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,438.00\\n    2  UNIDAD    FILTRO DE ACEITE             1,331.00\\n    5  UNIDAD    BATERIA AUTOMOTRIZ          32,589.95\\n----------------------------------------------\\nSUBTOTAL RD$       45,916.95\\nITBIS 18% RD$       8,265.05\\nTOTAL RD$          54,182.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9883640\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 62874622\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nBANCA TAVERAS\\nRNC EMISOR: 01000192029\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION CARLOS FLORES INC\\nRNC CLIENTE: 401507412\\nFACTURA DE CREDITO FISCAL\\nNCF: E329929700895\\nFACTURA NO.: 8573023\\nAUTORIZACION: 394653264\\nTELEFONO: 809-516-2439\\nFECHA: 22/01/2024  HORA: 14:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            28,418.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            766.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,182.50\\n    5  UNIDAD    MATERIAL DE OFICINA          5,405.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,824.00\\n----------------------------------------------\\nSUB-TOTAL RD$       37,596.49\\nITBIS RD$       6,767.37\\nTOTAL RD$          44,363.86\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3481532\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 22725222\\nDETALLE DE SERVICIOS\"}","template_ids":[7,4],"business_categories":["automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131888496","01000192029"],"invoice_ids":["inv_cc5d7900b550e342231b","inv_207d4e610e2ed7481b5d"],"observation_id":"obs_277e8800339098c7f046","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.99,"augmentation_metadata":{"downscale_factor":0.591,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":1.024,"brightness_factor":1.057,"blur_sigma":0.285,"crop_applied":true,"camera_distance_factors":[0.99,0.887],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":73.38,"jpeg_quality":89,"documents":[{"rotation_deg":3.884,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.679,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14183299283384216751,"difficulty":"medium","split":"train"}
{"image":"images/606_000016.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05601271793\",\"ncf\":\"E323364167794\",\"fecha_comprobante\":\"20250914\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13068.00,\"itbis_facturado\":2352.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"40221114552\",\"ncf\":\"E328098647284\",\"fecha_comprobante\":\"20250222\",\"monto_facturado_servicios\":844.00,\"monto_facturado_bienes\":23783.50,\"itbis_facturado\":4432.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"40210039497\",\"ncf\":\"E441719119316\",\"fecha_comprobante\":\"20240613\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13499.46,\"itbis_facturado\":2429.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131918689\",\"ncf\":\"B1519385681\",\"fecha_comprobante\":\"20240223\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13589.65,\"itbis_facturado\":2446.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"AMADO ANTONIO ALMANZAR RODRIGUEZ\\nAMADO ANTONIO ALMANZAR RODRIGUEZ\\nRNC EMISOR: 05601271793\\nCLIENTE: AUSTRALIA ROMERO ALCANTARA ALCANTARA\\nRNC CLIENTE: 00100438977\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323364167794\\nFACTURA NO.: 4785510\\nAUTORIZACION: 122780135\\nTELEFONO: 809-788-5941\\nFECHA: 14/09/2025  HORA: 15:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n  198  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS   13,068.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       13,068.00\\nITBIS 18% RD$       2,352.24\\nTOTAL RD$          15,420.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7357993\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 96434925\\nCOPIA\\n\\n--- FACTURA ---\\n\\nJUAN LUIS POLANCO SALOMON\\nJUAN LUIS POLANCO SALOMON\\nRNC EMISOR: 40221114552\\nCLIENTE: CENTRO DE FORMACION Y CAPACITACION MAMA\\nRNC CLIENTE: 430202169\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328098647284\\nFACTURA NO.: 8569932\\nAUTORIZACION: 231496521\\nTELEFONO: 809-604-7182\\nFECHA: 22/02/2025  HORA: 09:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO            12,084.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            844.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         5,735.50\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,964.00\\n----------------------------------------------\\nSUBTOTAL RD$       24,627.50\\nITBIS 18% RD$       4,432.95\\nTOTAL RD$          29,060.45\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3690257\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 95121078\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nRUTH STEPHANES CASTILLO POLANCO\\nRUTH STEPHANES CASTILLO POLANCO\\nRNC 40210039497\\nCLIENTE: IMPORTACIONES LS S A\\nRNC CLIENTE: 122019871\\nFACTURA DE CREDITO FISCAL\\nNCF: E441719119316\\nFACTURA NO.: 0935457\\nAUTORIZACION: 836855124\\nTELEFONO: 809-433-9396\\nFECHA: 13/06/2024  HORA: 12:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,430.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,435.96\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,633.50\\n-------------------------------------------\\nSUB-TOTAL RD$       13,499.46\\nITBIS 18% RD$       2,429.90\\nTOTAL RD$          15,929.36\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7571082\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 56020427\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRSC\\n\\n--- FACTURA ---\\n\\nAGUA ANITA GARCIA\\nAGUA ANITA GARCIA SRL\\nRNC EMISOR: 131918689\\nCLIENTE: FUNDACION MANOS COMPASIVAS FUMACOM\\nRNC CLIENTE: 430307432\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1519385681\\nFACTURA NO.: 1387519\\nAUTORIZACION: 693049349\\nTELEFONO: 809-392-5622\\nFECHA: 23/02/2024  HORA: 16:57\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,516.85\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                    243.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,903.80\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                  8,926.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       13,589.65\\nITBIS 18% RD$       2,446.14\\nTOTAL RD$          16,035.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9488880\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 54363085\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nArchivado\\n\\n--- FACTURA ---\\n\\nEDWIN ELVIS MARCANO NINA\\nRNC EMISOR: 00200107530\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PAOLA INES VILLEGAS HENRIQUEZ\\nRNC CLIENTE: 02801007648\\nFACTURA DE CREDITO FISCAL\\nNCF B1524221284\\nFACTURA NO.: 4937176\\nAUTORIZACION: 165280426\\nTELEFONO: 809-970-1523\\nFECHA: 05/10/2024  HORA: 08:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       22,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      130,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      152,500.00\\nITBIS 18% RD$      27,450.00\\nTOTAL RD$         179,950.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5482055\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[5,4,12],"business_categories":["transporte","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131703382","430378364","00200107530"],"invoice_ids":["inv_3bd29ce81a169c09096e","inv_4d0a97bef88f9294f844","inv_78ac2a9d195c583ea1a2"],"observation_id":"obs_8995259510c677a6c977","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.675,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.843,"brightness_factor":1.035,"blur_sigma":0.546,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":78,"documents":[{"rotation_deg":-0.784,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.82,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.218,"perspective":0.002,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11997482314749828020,"difficulty":"hard","split":"train"}
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{"image":"images/607_000035.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03100783251\",\"ncf\":\"E459153169259\",\"fecha_comprobante\":\"20240912\",\"monto_facturado\":30581.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":30581.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INMOBILIARIA ZUMBADOR S A\\nRNC EMISOR: 101793724\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ONIEL ANTONIO ESPINAL DILONE\\nRNC CLIENTE: 03100783251\\nFACTURA DE CREDITO FISCAL\\nNCF E459153169259\\nFACTURA NO.: 1975123\\nAUTORIZACION: 58374444\\nTELEFONO: 809-682-9374\\nFECHA: 12/09/2024  HORA: 17:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  30,581.50\\n-------------------------------------------\\nSUB-TOTAL RD$       30,581.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$          30,581.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7331783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 12311886\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["101793724"],"invoice_ids":["inv_8111f474519ff92bd75b"],"observation_id":"obs_e2580c50be3c43243223","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":8.67,"augmentation_metadata":{"downscale_factor":0.572,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.975,"brightness_factor":0.931,"blur_sigma":0.758,"crop_applied":false,"camera_distance_factors":[0.885],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.24,"jpeg_quality":82,"documents":[{"rotation_deg":-4.922,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8219265596373162986,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_000068.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101846161\",\"ncf\":\"B1526233120\",\"fecha_comprobante\":\"20240825\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1892.50,\"itbis_facturado\":340.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"CONSORCIO COREMA & ASOC C POR A\\nCONSORCIO COREMA & ASOC C POR A\\nRNC EMISOR: 101846161\\nCLIENTE: METRO FILMS SRL\\nRNC CLIENTE: 130972915\\nFACTURA DE CREDITO FISCAL\\nNCF B1526233120\\nFACTURA NO.: 2846057\\nAUTORIZACION: 233762012\\nTELEFONO: 809-816-7984\\nFECHA: 25/08/2024  HORA: 14:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS    1,892.50\\n----------------------------------------------\\nSUBTOTAL RD$        1,892.50\\nIMPUESTO ITBIS RD$         340.65\\nTOTAL RD$           2,233.15\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 2155620\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 49685293\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["101846161"],"invoice_ids":["inv_cc5a691fb14c77c5cb79"],"observation_id":"obs_6facd90387af3531e458","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.64,"augmentation_metadata":{"downscale_factor":0.867,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.984,"brightness_factor":0.965,"blur_sigma":0.207,"crop_applied":false,"camera_distance_factors":[0.912],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.2,"jpeg_quality":87,"documents":[{"rotation_deg":-3.567,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11924495012215945053,"difficulty":"medium","split":"train"}
{"image":"images/607_000069.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131064671\",\"ncf\":\"B1468189273\",\"fecha_comprobante\":\"20241130\",\"monto_facturado\":9033.99,\"itbis_facturado\":1626.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":484.00,\"efectivo\":5379.20,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5764.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131458033\",\"ncf\":\"E456062283810\",\"fecha_comprobante\":\"20241208\",\"monto_facturado\":51624.99,\"itbis_facturado\":9292.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":60917.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ATUKASA\\nRNC EMISOR: 132659376\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMPRENDIMIENTO SOSTENIBLE ES SRL\\nRNC CLIENTE: 131064671\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1468189273\\nFACTURA NO.: 8051046\\nAUTORIZACION: 156311433\\nTELEFONO: 809-411-2322\\nFECHA: 30/11/2024  HORA: 13:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PIZZA MEDIANA                3,332.00\\n    1  UNIDAD    POLLO A LA PLANCHA             597.99\\n    3  UNIDAD    REFRESCO                       264.00\\n    1  SERVICIO  SERVICIO DE CATERING         4,840.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,033.99\\nITBIS 18% RD$       1,626.12\\nPROPINA LEGAL RD$       484.00\\nTOTAL RD$          11,144.11\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5464041\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 92357486\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDUTECH DOMINICANA\\nRNC EMISOR: 131472176\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERINGROD SERVICIOS E INGENIERIA\\nRODRIG\\nRNC CLIENTE: 131458033\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456062283810\\nFACTURA NO.: 2278447\\nAUTORIZACION: 766722035\\nTELEFONO: 809-540-7937\\nFECHA: 08/12/2024  HORA: 13:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  41,917.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,917.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,207.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,582.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       51,624.99\\nITBIS RD$       9,292.50\\nTOTAL RD$          60,917.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5625522\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,5],"business_categories":["restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132659376","131472176"],"invoice_ids":["inv_4f53359fa7d952605b99","inv_64abc2a791bf11dc8a99"],"observation_id":"obs_14a5ac565db6cbfdcc71","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.25,"augmentation_metadata":{"downscale_factor":0.546,"red_scale":1.049,"blue_scale":0.951,"contrast_factor":1.053,"brightness_factor":0.981,"blur_sigma":0.845,"crop_applied":false,"camera_distance_factors":[0.888,0.882],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":57.69,"jpeg_quality":80,"documents":[{"rotation_deg":3.204,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":1.808,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10023343164819836350,"difficulty":"very_hard","split":"train"}
{"image":"images/606_000070.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132098811\",\"ncf\":\"E445948847775\",\"fecha_comprobante\":\"20240625\",\"monto_facturado_servicios\":5361.00,\"monto_facturado_bienes\":12298.30,\"itbis_facturado\":2252.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430153893\",\"ncf\":\"B1579156064\",\"fecha_comprobante\":\"20250929\",\"monto_facturado_servicios\":40082.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":7214.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"40220431916\",\"ncf\":\"E456561724999\",\"fecha_comprobante\":\"20241008\",\"monto_facturado_servicios\":1565.00,\"monto_facturado_bienes\":24532.70,\"itbis_facturado\":4697.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"GALOET GROUP\\nGALOET GROUP SRL\\nRNC EMISOR: 132098811\\nCLIENTE: LUIZA MAGDALENA PAMFILOIU\\nRNC CLIENTE: 02301289498\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445948847775\\nFACTURA NO.: 7781904\\nAUTORIZACION: 178798543\\nTELEFONO: 809-904-1393\\nFECHA: 25/06/2024  HORA: 20:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    FERTILIZANTE AGRICOLA        7,150.50\\n    4  QUINTAL   FRUTAS FRESCAS               5,147.80\\n    1  SERVICIO  SERVICIO DE COSECHA          5,361.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,659.30\\nIMPUESTO ITBIS RD$       2,252.07\\nTOTAL RD$          19,911.37\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 566692\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 33791658\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nProcesado\\n\\n--- FACTURA ---\\n\\nAPROENOR\\nASOCIACION DE PRODUCTORES Y EMPLEADOS DEL NOROES\\nRNC: 430153893\\nCLIENTE: MIGUEL ANTONIO CONTRERAS LOPEZ\\nRNC CLIENTE: 02600717983\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1579156064\\nFACTURA NO.: 4294644\\nAUTORIZACION: 95289597\\nTELEFONO: 809-694-6549\\nFECHA: 29/09/2025  HORA: 15:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,500.00\\n    6  PAGINA    TRADUCCION DE DOCUMENTOS    12,582.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       40,082.00\\nITBIS 18% RD$       7,214.76\\nTOTAL RD$          47,296.76\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7547832\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 58450454\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJUAN CARLOS GARCIA DOMINGUEZ\\nJUAN CARLOS GARCIA DOMINGUEZ\\nRNC 40220431916\\nCLIENTE: JOAQUIN GEOVANNY DIJOL MUÑOZ\\nRNC CLIENTE: 02300590730\\nFACTURA DE CREDITO FISCAL\\nNCF: E456561724999\\nFACTURA NO.: 9417348\\nAUTORIZACION: 28113037\\nTELEFONO: 809-800-1117\\nFECHA: 08/10/2024  HORA: 18:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  22,898.85\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,565.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,025.85\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     608.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,097.70\\nITBIS 18% RD$       4,697.59\\nTOTAL RD$          30,795.29\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9433720\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000086.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03400291906\",\"ncf\":\"B0122869785\",\"fecha_comprobante\":\"20241230\",\"monto_facturado_servicios\":99500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17910.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FAUSTO JOSE MADERA MINAYA\\nFAUSTO JOSE MADERA MINAYA\\nRNC: 03400291906\\nCLIENTE: MARIA EMPERATRIZ GUZMAN BLANCO\\nRNC CLIENTE: 00112878996\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0122869785\\nFACTURA NO.: 2245005\\nAUTORIZACION: 707744030\\nTELEFONO: 809-289-6152\\nFECHA: 30/12/2024  HORA: 14:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  37,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  37,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  25,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       99,500.00\\nITBIS 18% RD$      17,910.00\\nTOTAL RD$         117,410.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8600864\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03400291906"],"invoice_ids":["inv_bfe1059e90f5a444e6eb"],"observation_id":"obs_51dee35ca1083cbb8b5c","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":10.72,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.996,"brightness_factor":0.976,"blur_sigma":0.139,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.15,"jpeg_quality":96,"documents":[{"rotation_deg":-0.433,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11539882517458951796,"difficulty":"light","split":"train"}
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{"image":"images/607_000091.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132850612\",\"ncf\":\"E451263127437\",\"fecha_comprobante\":\"20241218\",\"monto_facturado\":3904.50,\"itbis_facturado\":702.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":4607.31,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PANADERIA Y REPOSTERIA YSMARY\\nRNC EMISOR: 131512046\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BIRU SRL\\nRNC CLIENTE: 132850612\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451263127437\\nFACTURA NO.: 8711290\\nAUTORIZACION: 295189007\\nTELEFONO: 809-249-5854\\nFECHA: 18/12/2024  HORA: 09:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            607.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,517.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,780.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,904.50\\nITBIS RD$         702.81\\nTOTAL RD$           4,607.31\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6881434\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 40232949\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131512046"],"invoice_ids":["inv_805cd4c2856a24c12db8"],"observation_id":"obs_a94e4c6370ee1c31e86e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.011,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.09,"jpeg_quality":97,"documents":[{"rotation_deg":0.029,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17058526649566625761,"difficulty":"clean","split":"test"}
{"image":"images/606_000092.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"123015224\",\"ncf\":\"E445500955644\",\"fecha_comprobante\":\"20250420\",\"monto_facturado_servicios\":110724.94,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ANACAR INVESTMENTS S A\\nANACAR INVESTMENTS S A\\nRNC 123015224\\nCLIENTE: SARAH FLORINES PAULINO MARTE\\nRNC CLIENTE: 09500206207\\nFACTURA DE CREDITO FISCAL\\nNCF E445500955644\\nFACTURA NO.: 0010799\\nAUTORIZACION: 610749427\\nTELEFONO: 809-697-4847\\nFECHA: 20/04/2025  HORA: 19:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  10,440.99\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  10,891.95\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   5,073.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  84,319.00\\n-------------------------------------------\\nSUB-TOTAL RD$      110,724.94\\nITBIS 18% RD$           0.00\\nTOTAL RD$         110,724.94\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6881055\\nGRACIAS POR SU COMPRA\\nPROCESADO\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["123015224"],"invoice_ids":["inv_ef4ab0e9e1c682f5783e"],"observation_id":"obs_f697de9d324b74b20d21","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.43,"augmentation_metadata":{"downscale_factor":0.796,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.636,"brightness_factor":1.031,"blur_sigma":0.353,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.33,"jpeg_quality":90,"documents":[{"rotation_deg":-0.523,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14990018001659391374,"difficulty":"hard","split":"validation"}
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{"image":"images/606_000098.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101540397\",\"ncf\":\"B1404069350\",\"fecha_comprobante\":\"20240612\",\"monto_facturado_servicios\":683.50,\"monto_facturado_bienes\":3433.50,\"itbis_facturado\":741.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00119040194\",\"ncf\":\"E320601692716\",\"fecha_comprobante\":\"20250802\",\"monto_facturado_servicios\":1466.00,\"monto_facturado_bienes\":17923.35,\"itbis_facturado\":3490.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132084022\",\"ncf\":\"B1405980671\",\"fecha_comprobante\":\"20240221\",\"monto_facturado_servicios\":11863.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2135.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"EQUIPDATOS S A\\nEQUIPDATOS S A\\nRNC: 101540397\\nCLIENTE: AFLEX INVESTMENT SRL\\nRNC CLIENTE: 131742955\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1404069350\\nFACTURA NO.: 5944545\\nAUTORIZACION: 439809346\\nTELEFONO: 809-858-7577\\nFECHA: 12/06/2024  HORA: 14:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,439.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     994.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     683.50\\n-------------------------------------------\\nSUBTOTAL RD$        4,117.00\\nITBIS RD$         741.06\\nTOTAL RD$           4,858.06\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4941621\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 60077540\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nJOSE ANTONIO MONEGRO\\nJOSE ANTONIO MONEGRO\\nRNC: 00119040194\\nCLIENTE: EMILIANO SANTANA DE JESUS\\nRNC CLIENTE: 130646287\\nFACTURA DE CREDITO FISCAL\\nNCF E320601692716\\nFACTURA NO.: 6218432\\nAUTORIZACION: 365203828\\nTELEFONO: 809-247-7355\\nFECHA: 02/08/2025  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA            380.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            951.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        14,654.85\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,466.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         1,937.50\\n----------------------------------------------\\nSUBTOTAL RD$       19,389.35\\nITBIS RD$       3,490.08\\nTOTAL RD$          22,879.43\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2970015\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 37955932\\nRESUMEN\\nJAM\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nPDITEL\\nPDITEL SRL\\nRNC EMISOR: 132084022\\nCLIENTE: AGRODISTRIFLASH SRL\\nRNC CLIENTE: 132163631\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1405980671\\nFACTURA NO.: 3349172\\nAUTORIZACION: 662614242\\nTELEFONO: 809-608-7893\\nFECHA: 21/02/2024  HORA: 20:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SOPORTE TECNICO             11,863.99\\n----------------------------------------------\\nSUB-TOTAL RD$       11,863.99\\nITBIS RD$       2,135.52\\nTOTAL RD$          13,999.51\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3773395\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 45266271\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. 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{"image":"images/606_000108.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110879061\",\"ncf\":\"B0229741741\",\"fecha_comprobante\":\"20240509\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6106.00,\"itbis_facturado\":1099.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"02600608729\",\"ncf\":\"E315417688714\",\"fecha_comprobante\":\"20250829\",\"monto_facturado_servicios\":34077.99,\"monto_facturado_bienes\":2175.00,\"itbis_facturado\":6525.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":3407.80,\"forma_pago\":7}],\"ocr\":\"RAFAEL BAEZ ALCANTARA\\nRAFAEL BAEZ ALCANTARA\\nRNC EMISOR: 00110879061\\nCLIENTE: PEDRO NICOLAS SANTOS MARTINEZ\\nRNC CLIENTE: 03100511405\\nFACTURA DE CREDITO FISCAL\\nNCF: B0229741741\\nFACTURA NO.: 8620956\\nAUTORIZACION: 215137553\\nTELEFONO: 809-334-9196\\nFECHA: 09/05/2024  HORA: 12:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,106.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,106.00\\nIMPUESTO ITBIS RD$       1,099.08\\nTOTAL RD$           7,205.08\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9656657\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 24113520\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRBA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nPORFIRIO DE LA CRUZ NUÑEZ\\nPORFIRIO DE LA CRUZ NUÑEZ\\nRNC EMISOR: 02600608729\\nCLIENTE: GRUPO MONLLOR SRL\\nRNC CLIENTE: 131152511\\nFACTURA DE CREDITO FISCAL\\nNCF: E315417688714\\nFACTURA NO.: 9860077\\nAUTORIZACION: 39319818\\nTELEFONO: 809-773-8558\\nFECHA: 29/08/2025  HORA: 12:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    POLLO A LA PLANCHA           2,175.00\\n    1  SERVICIO  SERVICIO DE CATERING        34,077.99\\n----------------------------------------------\\nSUB-TOTAL RD$       36,252.99\\nITBIS 18% RD$       6,525.54\\nPROPINA LEGAL RD$     3,407.80\\nTOTAL RD$          46,186.33\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3192381\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 79829510\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nAPROBADO\"}","template_ids":[5,7],"business_categories":["comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00110879061","02600608729"],"invoice_ids":["inv_81b24a6fd9768ed7f636","inv_8134119f335e97aae977"],"observation_id":"obs_ebb8e8247503b4a4f676","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":0.859,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.844,"brightness_factor":1.082,"blur_sigma":0.457,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.1,"jpeg_quality":81,"documents":[{"rotation_deg":-0.961,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.1,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RBA"},{"kind":"none","text":""}]},"num_invoices":2,"seed":6313407181616657702,"difficulty":"hard","split":"test"}
{"image":"images/607_000109.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130024294\",\"ncf\":\"B1507288692\",\"fecha_comprobante\":\"20241115\",\"monto_facturado\":10500.00,\"itbis_facturado\":1890.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":12390.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DESPACHO JURIDICO ADLER MOTA CORNIEL\\nRNC EMISOR: 40225191945\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMIREZ VIDAL RAMONA\\nRNC CLIENTE: 130024294\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1507288692\\nFACTURA NO.: 4549135\\nAUTORIZACION: 209037024\\nTELEFONO: 809-987-1220\\nFECHA: 15/11/2024  HORA: 19:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       10,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       10,500.00\\nIMPUESTO ITBIS RD$       1,890.00\\nTOTAL RD$          12,390.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 217026\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 67947942\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40225191945"],"invoice_ids":["inv_1ba168aa8a827232e3dd"],"observation_id":"obs_8f7400ea16bd44246017","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.04,"augmentation_metadata":{"downscale_factor":0.618,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":1.063,"brightness_factor":0.874,"blur_sigma":0.245,"crop_applied":true,"camera_distance_factors":[0.97],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.04,"jpeg_quality":84,"documents":[{"rotation_deg":-3.817,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2178044642280171420,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 58835867\\n\\n--- FACTURA ---\\n\\nDAVIDSON JUAN DIAZ MARTINEZ\\nDAVIDSON JUAN DIAZ MARTINEZ\\nRNC 04800777973\\nCLIENTE: ALEXANDRA MARGARITA ABREU FAÑA\\nRNC CLIENTE: 03102759903\\nFACTURA DE CREDITO FISCAL\\nNCF E314906109684\\nFACTURA NO.: 2035848\\nAUTORIZACION: 475041061\\nTELEFONO: 809-533-9462\\nFECHA: 02/03/2024  HORA: 12:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,789.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,796.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     147.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,356.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,124.75\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,213.74\\nITBIS 18% RD$       3,638.47\\nTOTAL RD$          23,852.21\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1858398\\nGRACIAS POR SU COMPRA\\nOK\\n\\n--- FACTURA ---\\n\\nGUS DIVE CENTER S A\\nGUS DIVE CENTER S A\\nRNC EMISOR: 130220913\\nCLIENTE: THE ADHERENCE GROUP DOM S A\\nRNC CLIENTE: 101128496\\nFACTURA DE CREDITO FISCAL\\nNCF: B1424970913\\nFACTURA NO.: 1667836\\nAUTORIZACION: 525486610\\nTELEFONO: 809-763-6793\\nFECHA: 24/12/2024  HORA: 15:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    CUADERNO 100 HOJAS\\n                                     496.00\\n    1  MES       MENSUALIDAD ACADEMICA\\n                                   4,505.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION\\n                                  16,540.95\\n    3  UNIDAD    LIBRO DE TEXTO\\n                                   9,341.97\\n    1  SERVICIO  CERTIFICACION\\n                                   1,307.95\\n-------------------------------------------\\nSUB-TOTAL RD$       32,191.87\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          32,191.87\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2531375\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 23587592\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nKILSI DIONICIA ROSARIO GUERRERO\\nKILSI DIONICIA ROSARIO GUERRERO\\nRNC 04500223526\\nCLIENTE: INVICTA COMERCIAL SRL\\nRNC CLIENTE: 101820391\\nFACTURA DE CREDITO FISCAL\\nNCF: B0131620413\\nFACTURA NO.: 0669003\\nAUTORIZACION: 571986995\\nTELEFONO: 809-295-3557\\nFECHA: 06/06/2024  HORA: 11:00\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    815.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,484.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,159.50\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,172.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 13,111.80\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       17,742.80\\nIMPUESTO ITBIS RD$       3,193.70\\nTOTAL RD$          20,936.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1939425\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000111.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130557101\",\"ncf\":\"E319239246117\",\"fecha_comprobante\":\"20250129\",\"monto_facturado\":160847.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":160847.50}],\"ocr\":\"CONDOMINIO RES. MIRADOR RESIDENCES\\nRNC EMISOR: 430449628\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: UNIVERSAL PACKING SERVICE SRL\\nRNC CLIENTE: 130557101\\nFACTURA DE CREDITO FISCAL\\nNCF: E319239246117\\nFACTURA NO.: 7363777\\nAUTORIZACION: 433052412\\nTELEFONO: 809-578-7126\\nFECHA: 29/01/2025  HORA: 08:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      157,689.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    3,158.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      160,847.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         160,847.50\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 8801544\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 81209039\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430449628"],"invoice_ids":["inv_76b4bf20ae19a4e585f2"],"observation_id":"obs_d7a119b82ccd907ac042","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.995,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":59.52,"jpeg_quality":97,"documents":[{"rotation_deg":0.071,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1376096835149126308,"difficulty":"clean","split":"train"}
{"image":"images/606_000112.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22900281183\",\"ncf\":\"E325909923023\",\"fecha_comprobante\":\"20240424\",\"monto_facturado_servicios\":1155.00,\"monto_facturado_bienes\":42839.00,\"itbis_facturado\":7918.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132562712\",\"ncf\":\"E456660261306\",\"fecha_comprobante\":\"20250827\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12767.93,\"itbis_facturado\":2298.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"HEIDY MOTA ACEVEDO\\nHEIDY MOTA ACEVEDO\\nRNC 22900281183\\nCLIENTE: MARTIN RODRIGUEZ MR INMOBILIARIA\\nSRL\\nRNC CLIENTE: 131330509\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325909923023\\nFACTURA NO.: 7449349\\nAUTORIZACION: 353266715\\nTELEFONO: 809-467-1587\\nFECHA: 24/04/2024  HORA: 12:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,655.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,874.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,155.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,142.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  28,168.00\\n-------------------------------------------\\nSUBTOTAL RD$       43,994.00\\nITBIS RD$       7,918.92\\nTOTAL RD$          51,912.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9690047\\nGRACIAS POR SU COMPRA\\nHMA\\n\\n--- FACTURA ---\\n\\nLA ISLA TEXTIL SHAYAN\\nLA ISLA TEXTIL SHAYAN SRL\\nRNC: 132562712\\nCLIENTE: REPRESENTACIONES DE MARCAS RUJAS C\\nPOR\\nRNC CLIENTE: 101784555\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456660261306\\nFACTURA NO.: 6089734\\nAUTORIZACION: 406743240\\nTELEFONO: 809-272-6041\\nFECHA: 27/08/2025  HORA: 10:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,435.98\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     582.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,749.00\\n-------------------------------------------\\nSUBTOTAL RD$       12,767.93\\nITBIS 18% RD$       2,298.23\\nTOTAL RD$          15,066.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5995174\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 58424983\\nLIT\"}","template_ids":[5,0],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22900281183","132562712"],"invoice_ids":["inv_4d8c0b64487516958373","inv_e6815e448da8cfef8656"],"observation_id":"obs_2a12a0fe84bf8e31fa01","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.16,"augmentation_metadata":{"downscale_factor":0.992,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":1.035,"brightness_factor":1.021,"blur_sigma":0.098,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.59,"jpeg_quality":93,"documents":[{"rotation_deg":0.253,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.559,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HMA"},{"kind":"initials","text":"LIT"}]},"num_invoices":2,"seed":6509093089838254963,"difficulty":"medium","split":"test"}
{"image":"images/607_000113.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00116411802\",\"ncf\":\"B1486501174\",\"fecha_comprobante\":\"20250913\",\"monto_facturado\":85955.00,\"itbis_facturado\":15471.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":52452.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":48974.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03400384396\",\"ncf\":\"E443879400846\",\"fecha_comprobante\":\"20250309\",\"monto_facturado\":330.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":330.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES RODRIGUEZ CELESTINA\\nRNC EMISOR: 132305078\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN EDUARDO TAVERAS PEREZ\\nRNC CLIENTE: 00116411802\\nFACTURA DE CREDITO FISCAL\\nNCF: B1486501174\\nFACTURA NO.: 5901997\\nAUTORIZACION: 263885356\\nTELEFONO: 809-360-2879\\nFECHA: 13/09/2025  HORA: 12:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       27,000.00\\n   15  PAGINA    TRADUCCION DE DOCUMENTOS    22,455.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   23,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       85,955.00\\nITBIS RD$      15,471.90\\nTOTAL RD$         101,426.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8144298\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 67608705\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nLORENZO GARCIA SOLANO\\nRNC EMISOR: 00106776446\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILSON REGALADO MEDRANO\\nRNC CLIENTE: 03400384396\\nFACTURA DE CREDITO FISCAL\\nNCF: E443879400846\\nFACTURA NO.: 6902180\\nAUTORIZACION: 343354853\\nTELEFONO: 809-684-2352\\nFECHA: 09/03/2025  HORA: 10:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            330.00\\n----------------------------------------------\\nSUBTOTAL RD$          330.00\\nITBIS RD$           0.00\\nTOTAL RD$             330.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8507627\\nGRACIAS POR SU COMPRA\\nLGS\\nPAGADO\"}","template_ids":[11,13],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132305078","00106776446"],"invoice_ids":["inv_ee3cb0a36a9fe40668dd","inv_cab316eb68ecd988d372"],"observation_id":"obs_e415929db7008123a366","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.0,"augmentation_metadata":{"downscale_factor":0.73,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.756,"brightness_factor":1.011,"blur_sigma":0.39,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.57,"jpeg_quality":86,"documents":[{"rotation_deg":1.034,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.051,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"LGS"}]},"num_invoices":2,"seed":4569731570283717608,"difficulty":"medium","split":"train"}
{"image":"images/606_000114.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131069398\",\"ncf\":\"E326615428532\",\"fecha_comprobante\":\"20251030\",\"monto_facturado_servicios\":20178.95,\"monto_facturado_bienes\":1980.00,\"itbis_facturado\":3988.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"TRANSMISIONES REALESA\\nTRANSMISIONES REALESA SRL\\nRNC: 131069398\\nCLIENTE: EL RINCON DE FERNANDO RESTAURANT SRL\\nRNC CLIENTE: 130985871\\nFACTURA DE CREDITO FISCAL\\nNCF: E326615428532\\nFACTURA NO.: 6214539\\nAUTORIZACION: 166089586\\nTELEFONO: 809-574-6259\\nFECHA: 30/10/2025  HORA: 08:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR        10,440.00\\n    1  SERVICIO  DISENO GRAFICO               9,738.95\\n    1  UNIDAD    TARJETAS DE PRESENTACION     1,980.00\\n----------------------------------------------\\nSUB-TOTAL RD$       22,158.95\\nITBIS 18% RD$       3,988.61\\nTOTAL RD$          26,147.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9393701\\nGRACIAS POR SU COMPRA\"}","template_ids":[3],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131069398"],"invoice_ids":["inv_4d311491d528240f04e0"],"observation_id":"obs_47ae25cb05991673e0e6","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.987,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":30.74,"jpeg_quality":97,"documents":[{"rotation_deg":0.044,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":18068849580079594000,"difficulty":"clean","split":"train"}
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{"image":"images/606_000116.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108332024\",\"ncf\":\"E441192938134\",\"fecha_comprobante\":\"20250819\",\"monto_facturado_servicios\":101500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132239822\",\"ncf\":\"B1408219387\",\"fecha_comprobante\":\"20251227\",\"monto_facturado_servicios\":11251.99,\"monto_facturado_bienes\":9350.00,\"itbis_facturado\":3708.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"IVAN MANUEL SUAZO FELIX\\nIVAN MANUEL SUAZO FELIX\\nRNC EMISOR: 00108332024\\nCLIENTE: JUNTA DE VECINO JARDINES DEL OZAMA 2DA \\nRNC CLIENTE: 423002263\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441192938134\\nFACTURA NO.: 8018788\\nAUTORIZACION: 551472050\\nTELEFONO: 809-345-6948\\nFECHA: 19/08/2025  HORA: 18:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    19,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    37,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      21,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   24,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      101,500.00\\nITBIS RD$      18,270.00\\nTOTAL RD$         119,770.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3895846\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 62834479\\nDETALLE DE SERVICIOS\\nVerificado\\n\\n--- FACTURA ---\\n\\nMENUTS\\nMENUTS SRL\\nRNC EMISOR: 132239822\\nCLIENTE: NESTOR ROLANDO DELGADO RAMIREZ\\nRNC CLIENTE: 00102959368\\nFACTURA DE CREDITO FISCAL\\nNCF B1408219387\\nFACTURA NO.: 4334025\\nAUTORIZACION: 508919003\\nTELEFONO: 809-598-9282\\nFECHA: 27/12/2025  HORA: 10:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  11,251.99\\n    5  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   9,350.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,601.99\\nITBIS 18% RD$       3,708.36\\nTOTAL RD$          24,310.35\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7317918\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,0],"business_categories":["profesional","agricultura"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00108332024","132239822"],"invoice_ids":["inv_4a0718f404870652e0cf","inv_fc33fc7d2ced46cc4994"],"observation_id":"obs_3c263ce112389f041e26","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":0.981,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.972,"brightness_factor":1.005,"blur_sigma":0.078,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.45,"jpeg_quality":92,"documents":[{"rotation_deg":-0.095,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.415,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":11579520130704067482,"difficulty":"medium","split":"validation"}
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{"image":"images/606_000118.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00118422864\",\"ncf\":\"B1566426664\",\"fecha_comprobante\":\"20241228\",\"monto_facturado_servicios\":4922.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"05000293968\",\"ncf\":\"B1537754167\",\"fecha_comprobante\":\"20240408\",\"monto_facturado_servicios\":44211.00,\"monto_facturado_bienes\":16563.96,\"itbis_facturado\":10939.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JEFFERS DENT\\nHAROLD JOSEPH JEFFERS FELIX\\nRNC 00118422864\\nCLIENTE: JUAN FRANCISCO PORTES PEREZ\\nRNC CLIENTE: 02601061704\\nFACTURA DE CREDITO FISCAL\\nNCF: B1566426664\\nFACTURA NO.: 1384586\\nAUTORIZACION: 796325226\\nTELEFONO: 809-280-2785\\nFECHA: 28/12/2024  HORA: 17:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ANALISIS DE LABORATORIO\\n                                   4,922.95\\n-------------------------------------------\\nSUBTOTAL RD$        4,922.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$           4,922.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3443059\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 50643366\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nFRANCISCO ADAMEZ ABREU\\nFRANCISCO ADAMEZ ABREU\\nRNC: 05000293968\\nCLIENTE: PUERTO PLATA AGROPECUARIA C POR A\\nRNC CLIENTE: 101604263\\nFACTURA DE CREDITO FISCAL\\nNCF B1537754167\\nFACTURA NO.: 5648754\\nAUTORIZACION: 363983741\\nTELEFONO: 809-736-4121\\nFECHA: 08/04/2024  HORA: 08:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                  15,663.00\\n    4  UNIDAD    TARJETAS DE PRESENTACION\\n                                  16,563.96\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  16,843.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  11,705.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       60,774.96\\nITBIS RD$      10,939.49\\nTOTAL RD$          71,714.45\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 681511\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 84972332\\nPROCESADO\"}","template_ids":[5,1],"business_categories":["salud","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00118422864","05000293968"],"invoice_ids":["inv_a1e1b483d0da5bbe37db","inv_2282a3cbdfc016282c2b"],"observation_id":"obs_82422a82cfd2806199c3","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.89,"augmentation_metadata":{"downscale_factor":0.62,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.557,"brightness_factor":1.123,"blur_sigma":0.505,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":52.15,"jpeg_quality":90,"documents":[{"rotation_deg":-1.445,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.809,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12718724217440150047,"difficulty":"hard","split":"train"}
{"image":"images/607_000119.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101090049\",\"ncf\":\"E317711280922\",\"fecha_comprobante\":\"20250426\",\"monto_facturado\":123500.00,\"itbis_facturado\":22230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":98801.88,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":46928.12,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EDDA LUISA ESPINOSA SUERO\\nRNC EMISOR: 00101031839\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUICHE SRL\\nRNC CLIENTE: 101090049\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317711280922\\nFACTURA NO.: 7113977\\nAUTORIZACION: 468245269\\nTELEFONO: 809-818-8154\\nFECHA: 26/04/2025  HORA: 13:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       36,000.00\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n    1  PROYECTO  DISENO DE PLANOS            62,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      123,500.00\\nITBIS RD$      22,230.00\\nTOTAL RD$         145,730.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2200495\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 10577535\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101031839"],"invoice_ids":["inv_8f4e24604d30d88b40af"],"observation_id":"obs_fb6c1ce9c885641307cf","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.86,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.026,"brightness_factor":0.991,"blur_sigma":0.009,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.68,"jpeg_quality":93,"documents":[{"rotation_deg":-0.625,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9106451885041723496,"difficulty":"light","split":"test"}
{"image":"images/606_000120.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101663405\",\"ncf\":\"B0146982672\",\"fecha_comprobante\":\"20241017\",\"monto_facturado_servicios\":875.95,\"monto_facturado_bienes\":14328.40,\"itbis_facturado\":2736.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DARALMA\\nDARALMA S A\\nRNC: 101663405\\nCLIENTE: ALBA IRIS                      BELTRE N\\nRNC CLIENTE: 40221187038\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0146982672\\nFACTURA NO.: 6308573\\nAUTORIZACION: 43490459\\nTELEFONO: 809-594-5376\\nFECHA: 17/10/2024  HORA: 10:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            875.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            434.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,543.90\\n    1  UNIDAD    EQUIPO ELECTRICO             5,350.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,204.35\\nITBIS RD$       2,736.78\\nTOTAL RD$          17,941.13\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9557917\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 41500285\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101663405"],"invoice_ids":["inv_143c3a9d99de106448f9"],"observation_id":"obs_b616e4484b1393260b24","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.973,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.014,"brightness_factor":0.992,"blur_sigma":0.186,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":29.45,"jpeg_quality":91,"documents":[{"rotation_deg":0.444,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4018005513789322029,"difficulty":"light","split":"train"}
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{"image":"images/606_000122.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430111031\",\"ncf\":\"B0108400032\",\"fecha_comprobante\":\"20240701\",\"monto_facturado_servicios\":414699.90,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":74645.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CONDOMINIO INMOBILIARIA AVANCE\\nCONDOMINIO INMOBILIARIA AVANCE\\nRNC EMISOR: 430111031\\nCLIENTE: ARTURO RAFAEL ESTEVEZ MARRERO\\nRNC CLIENTE: 00114027790\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0108400032\\nFACTURA NO.: 2123529\\nAUTORIZACION: 298644215\\nTELEFONO: 809-492-3083\\nFECHA: 01/07/2024  HORA: 18:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    4,803.00\\n    2  SERVICIO  MANTENIMIENTO DE AREA COMUN   37,813.00\\n    1  SERVICIO  COMISION INMOBILIARIA      208,998.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       33,614.00\\n    2  MES       ALQUILER DE LOCAL          129,471.90\\n----------------------------------------------\\nSUB-TOTAL RD$      414,699.90\\nITBIS RD$      74,645.98\\nTOTAL RD$         489,345.88\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6706549\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 28398848\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430111031"],"invoice_ids":["inv_763faf3290066b0692db"],"observation_id":"obs_f8623c7da0aedccee44a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.992,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.013,"brightness_factor":0.977,"blur_sigma":0.201,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.28,"jpeg_quality":90,"documents":[{"rotation_deg":0.167,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12635464124413222454,"difficulty":"light","split":"train"}
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{"image":"images/606_000124.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02600117218\",\"ncf\":\"E321422253701\",\"fecha_comprobante\":\"20241205\",\"monto_facturado_servicios\":1763.00,\"monto_facturado_bienes\":8084.95,\"itbis_facturado\":1772.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FAUSTO FELIX ANIBAL DE LEON DE LOS SANTOS\\nFAUSTO FELIX ANIBAL DE LEON DE LOS SANTOS\\nRNC 02600117218\\nCLIENTE: PROMETHEUS OIL SRL\\nRNC CLIENTE: 130716064\\nFACTURA DE CREDITO FISCAL\\nNCF E321422253701\\nFACTURA NO.: 3171012\\nAUTORIZACION: 56504029\\nTELEFONO: 809-585-3031\\nFECHA: 05/12/2024  HORA: 08:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         8,084.95\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,763.00\\n----------------------------------------------\\nSUB-TOTAL RD$        9,847.95\\nIMPUESTO ITBIS RD$       1,772.63\\nTOTAL RD$          11,620.58\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2578981\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02600117218"],"invoice_ids":["inv_4800a50272a49b9df78c"],"observation_id":"obs_d3751dc3f243ce3ee7cf","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.863,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":0.971,"brightness_factor":0.9,"blur_sigma":0.163,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.22,"jpeg_quality":84,"documents":[{"rotation_deg":1.143,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10247665369998428177,"difficulty":"hard","split":"train"}
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{"image":"images/606_000128.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00105206494\",\"ncf\":\"E313274163979\",\"fecha_comprobante\":\"20251115\",\"monto_facturado_servicios\":66500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11970.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SANDRA MARIA PIMENTEL DE LOS SANTOS\\nSANDRA MARIA PIMENTEL DE LOS SANTOS\\nRNC: 00105206494\\nCLIENTE: IMPRESOS CANA C POR A\\nRNC CLIENTE: 101697261\\nFACTURA DE CREDITO FISCAL\\nNCF: E313274163979\\nFACTURA NO.: 7029324\\nAUTORIZACION: 502995421\\nTELEFONO: 809-514-5142\\nFECHA: 15/11/2025  HORA: 18:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            27,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       16,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   16,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       66,500.00\\nITBIS RD$      11,970.00\\nTOTAL RD$          78,470.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9316132\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 64469461\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVERIFICADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00105206494"],"invoice_ids":["inv_9320dbff40d6e0aba14b"],"observation_id":"obs_d9e72d32293e7504bd41","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.16,"augmentation_metadata":{"downscale_factor":0.592,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":1.049,"brightness_factor":0.969,"blur_sigma":0.209,"crop_applied":false,"camera_distance_factors":[0.93],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.36,"jpeg_quality":85,"documents":[{"rotation_deg":-0.839,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1499868550576773081,"difficulty":"medium","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 48604570\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFUNDACION ALIENTO DE PAZ\\nRNC EMISOR: 430301191\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORALAN MULTISERVICE SRL\\nRNC CLIENTE: 132036352\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0217314416\\nFACTURA NO.: 5791569\\nAUTORIZACION: 701045391\\nTELEFONO: 809-556-2805\\nFECHA: 16/09/2024  HORA: 19:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  15,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  67,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   8,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       90,500.00\\nITBIS RD$      16,290.00\\nTOTAL RD$         106,790.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 270606\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 73002674\\n\\n--- FACTURA ---\\n\\nCAYENA BEACH RESORT\\nRNC EMISOR: 101537817\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ILCA YANIRA ADAMES ROSARIO\\nRNC CLIENTE: 05401115711\\nFACTURA DE CREDITO FISCAL\\nNCF: B0211724182\\nFACTURA NO.: 6289528\\nAUTORIZACION: 175024792\\nTELEFONO: 809-582-8653\\nFECHA: 17/07/2025  HORA: 10:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,844.95\\n-------------------------------------------\\nSUB-TOTAL RD$        1,844.95\\nITBIS RD$         332.09\\nTOTAL RD$           2,177.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3474200\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 52149211\\n\\n--- FACTURA ---\\n\\nPROMOTORA YUNA S A\\nRNC EMISOR: 101077816\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JAIME EDUARDO CASTILLO DE LOS SANTOS\\nRNC CLIENTE: 01300503735\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326243138151\\nFACTURA NO.: 8143950\\nAUTORIZACION: 754838808\\nTELEFONO: 809-309-3849\\nFECHA: 10/12/2025  HORA: 08:15\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  5,009.85\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        5,009.85\\nIMPUESTO ITBIS RD$         901.77\\nTOTAL RD$           5,911.62\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5437648\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 92032851\\n\\n--- FACTURA ---\\n\\nRUTH ESTHER ABREU ROJAS DE SIMO\\nRUTH ESTHER ABREU ROJAS DE SIMO\\nRNC: 00116964651\\nCLIENTE: SAGAMORE COLLECTION CLUSTER SRL\\nRNC CLIENTE: 133572542\\nFACTURA DE CREDITO FISCAL\\nNCF: E315183779823\\nFACTURA NO.: 5563889\\nAUTORIZACION: 321412468\\nTELEFONO: 809-821-7825\\nFECHA: 06/01/2024  HORA: 14:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    25,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   14,000.00\\n    1  SERVICIO  ASESORIA TECNICA            30,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    27,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       63,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      159,000.00\\nITBIS RD$      28,620.00\\nTOTAL RD$         187,620.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9986175\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nArchivado\\n\\n--- FACTURA ---\\n\\nCAFETERIA CARMEN 56\\nMERCEDES MOREL DE LIRIANO\\nRNC 05601066326\\nCLIENTE: MANCOSA MANTENIMIENTO CONSTRUCCIONES Y \\nRNC CLIENTE: 131494188\\nFACTURA DE CREDITO FISCAL\\nNCF: E447782064338\\nFACTURA NO.: 6517585\\nAUTORIZACION: 190369320\\nTELEFONO: 809-839-9997\\nFECHA: 21/10/2025  HORA: 10:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REFRESCO                       277.50\\n    5  UNIDAD    POLLO A LA PLANCHA           2,640.00\\n    3  UNIDAD    PLATO DEL DIA                1,123.50\\n    1  SERVICIO  SERVICIO DE CATERING        48,930.50\\n----------------------------------------------\\nSUBTOTAL RD$       52,971.50\\nITBIS RD$       9,534.87\\nTOTAL RD$          62,506.37\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6604278\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,4,6],"business_categories":["comercio_general","profesional","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131417264","00116964651","05601066326"],"invoice_ids":["inv_d0cf3b9b48ab05e763ac","inv_910b2dc65b0c3af28400","inv_10e1316a3444e453f532"],"observation_id":"obs_7920f99749caaaaa967f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.78,"augmentation_metadata":{"downscale_factor":0.677,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.933,"brightness_factor":0.921,"blur_sigma":0.604,"crop_applied":false,"camera_distance_factors":[0.927,0.966,0.943],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":73.16,"jpeg_quality":83,"documents":[{"rotation_deg":-1.833,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-3.355,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.828,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2305662907996678698,"difficulty":"hard","split":"train"}
{"image":"images/607_000141.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"124026466\",\"ncf\":\"E325637552708\",\"fecha_comprobante\":\"20250312\",\"monto_facturado\":4093.00,\"itbis_facturado\":736.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3012.47,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1817.27,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"12200042344\",\"ncf\":\"B0200067678\",\"fecha_comprobante\":\"20250914\",\"monto_facturado\":33528.98,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":33528.98,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PAPER HOUSE MANAGEMENT\\nRNC EMISOR: 132040602\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MILENA SANTANA BUFFETS SRL\\nRNC CLIENTE: 124026466\\nFACTURA DE CREDITO FISCAL\\nNCF E325637552708\\nFACTURA NO.: 2648578\\nAUTORIZACION: 966074922\\nTELEFONO: 809-516-6548\\nFECHA: 12/03/2025  HORA: 18:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,093.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,093.00\\nIMPUESTO ITBIS RD$         736.74\\nTOTAL RD$           4,829.74\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2639755\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 21841516\\nEntregado\\n\\n--- FACTURA ---\\n\\nPROSOCON\\nRNC EMISOR: 131658393\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL BLADIMIR PAULINO ROSARIO\\nRNC CLIENTE: 12200042344\\nFACTURA DE CREDITO FISCAL\\nNCF B0200067678\\nFACTURA NO.: 2853782\\nAUTORIZACION: 266572333\\nTELEFONO: 809-437-7183\\nFECHA: 14/09/2025  HORA: 20:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   21  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    1,512.00\\n    2  UNIDAD    INTERRUPTOR SENCILLO           183.98\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    7,500.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION   24,333.00\\n----------------------------------------------\\nSUB-TOTAL RD$       33,528.98\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          33,528.98\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9830894\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 71739767\"}","template_ids":[5,2],"business_categories":["comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132040602","131658393"],"invoice_ids":["inv_53620984f32571dab33c","inv_dd900f4ff863f95c0e87"],"observation_id":"obs_7baabe0405bf08b3dac9","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.42,"augmentation_metadata":{"downscale_factor":0.431,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.907,"brightness_factor":0.964,"blur_sigma":0.69,"crop_applied":false,"camera_distance_factors":[0.944,0.943],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":70.41,"jpeg_quality":65,"documents":[{"rotation_deg":4.875,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.283,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5488236776468225932,"difficulty":"very_hard","split":"train"}
{"image":"images/606_000142.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133043319\",\"ncf\":\"E443588334794\",\"fecha_comprobante\":\"20251024\",\"monto_facturado_servicios\":1505.00,\"monto_facturado_bienes\":23566.50,\"itbis_facturado\":4512.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"OLEO ARTE LATINO\\nOLEO ARTE LATINO SRL\\nRNC 133043319\\nCLIENTE: EDUARDO ARISMENDY CAMILO JAVIER\\nRNC CLIENTE: 40222199297\\nFACTURA DE CREDITO FISCAL\\nNCF E443588334794\\nFACTURA NO.: 7515034\\nAUTORIZACION: 120652503\\nTELEFONO: 809-580-7696\\nFECHA: 24/10/2025  HORA: 13:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,505.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,407.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,366.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,792.50\\n-------------------------------------------\\nSUB-TOTAL RD$       25,071.50\\nITBIS RD$       4,512.87\\nTOTAL RD$          29,584.37\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5004991\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 86361440\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133043319"],"invoice_ids":["inv_8738af5505c651f69e50"],"observation_id":"obs_d97e1c9f3275af202cc2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.73,"augmentation_metadata":{"downscale_factor":0.636,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.826,"brightness_factor":1.02,"blur_sigma":0.887,"crop_applied":false,"camera_distance_factors":[0.891],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.06,"jpeg_quality":88,"documents":[{"rotation_deg":-2.172,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8266655357748682202,"difficulty":"medium","split":"train"}
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{"image":"images/607_000147.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132218183\",\"ncf\":\"B1491684919\",\"fecha_comprobante\":\"20250804\",\"monto_facturado\":17151.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17151.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALAS BIENES RAICES\\nRNC EMISOR: 03701273595\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES DAKAMAR SRL\\nRNC CLIENTE: 132218183\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1491684919\\nFACTURA NO.: 0009874\\nAUTORIZACION: 184913755\\nTELEFONO: 809-364-8430\\nFECHA: 04/08/2025  HORA: 16:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   17,151.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,151.00\\nITBIS RD$           0.00\\nTOTAL RD$          17,151.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5932113\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 56620283\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["03701273595"],"invoice_ids":["inv_b59f755f72d3a06792d6"],"observation_id":"obs_138c5c5a3c661630d41b","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.651,"red_scale":0.953,"blue_scale":1.047,"contrast_factor":0.851,"brightness_factor":1.071,"blur_sigma":0.422,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.65,"jpeg_quality":78,"documents":[{"rotation_deg":0.812,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10343368200879046667,"difficulty":"hard","split":"validation"}
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{"image":"images/607_000151.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02301481541\",\"ncf\":\"E319039683493\",\"fecha_comprobante\":\"20240303\",\"monto_facturado\":20071.94,\"itbis_facturado\":3612.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":23684.89,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132931068\",\"ncf\":\"E455785100447\",\"fecha_comprobante\":\"20241218\",\"monto_facturado\":22959.00,\"itbis_facturado\":4132.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12509.34,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14582.28,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HUASCAR VLADIMIR RAMIREZ MATOS\\nRNC EMISOR: 00110169877\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEJANDRO LEONEL WILLIAM CORDERO\\nRNC CLIENTE: 02301481541\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319039683493\\nFACTURA NO.: 4830643\\nAUTORIZACION: 141667893\\nTELEFONO: 809-575-6776\\nFECHA: 03/03/2024  HORA: 10:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    CALZADO CASUAL               8,061.00\\n    1  UNIDAD    UNIFORME EMPRESARIAL         4,300.95\\n    1  UNIDAD    CAMISA DE VESTIR             1,272.99\\n    2  UNIDAD    PANTALON CASUAL              6,437.00\\n----------------------------------------------\\nSUB-TOTAL RD$       20,071.94\\nITBIS 18% RD$       3,612.95\\nTOTAL RD$          23,684.89\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3924426\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 22242397\\nCANT. UND. DESCRIPCION IMPORTE\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nCONSORCIO REYES SRL\\nRNC EMISOR: 131011721\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORATION EXTREME SCMG SRL\\nRNC CLIENTE: 132931068\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E455785100447\\nFACTURA NO.: 4231616\\nAUTORIZACION: 630458343\\nTELEFONO: 809-497-7067\\nFECHA: 18/12/2024  HORA: 19:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      147.00\\n    9  UNIDAD    CODO PVC 1/2 PULGADA           252.00\\n    4  DIA       ALQUILER TALADRO PERCUTOR    5,060.00\\n    1  SERVICIO  INSTALACION ELECTRICA       17,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,959.00\\nITBIS 18% RD$       4,132.62\\nTOTAL RD$          27,091.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8325073\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 66806293\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo almacen\"}","template_ids":[7,2],"business_categories":["ropa_comercio","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00110169877","131011721"],"invoice_ids":["inv_613b7e4abcdb0bb6f630","inv_fe7fbab14c8b09c373ec"],"observation_id":"obs_a01d0aa3ae6063a51505","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.634,"red_scale":0.931,"blue_scale":1.069,"contrast_factor":0.827,"brightness_factor":0.867,"blur_sigma":0.914,"crop_applied":false,"camera_distance_factors":[0.983,0.924],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":48.87,"jpeg_quality":76,"documents":[{"rotation_deg":4.181,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.731,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15556181162283607853,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_000153.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101190647\",\"ncf\":\"E443156801112\",\"fecha_comprobante\":\"20250310\",\"monto_facturado\":2562.80,\"itbis_facturado\":222.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2785.10,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132502868\",\"ncf\":\"B0293088341\",\"fecha_comprobante\":\"20250210\",\"monto_facturado\":201002.00,\"itbis_facturado\":36180.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":237182.36,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MINI PRICE\\nRNC EMISOR: 03701244745\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOBLE CARIBE S A (DOLECASA)\\nRNC CLIENTE: 101190647\\nFACTURA DE CREDITO FISCAL\\nNCF: E443156801112\\nFACTURA NO.: 1502867\\nAUTORIZACION: 611693998\\nTELEFONO: 809-410-4524\\nFECHA: 10/03/2025  HORA: 17:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n  2.5  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     575.00\\n    5  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     625.00\\n    4  LIBRA     HARINA DE TRIGO LIBRA\\n                                     127.80\\n    5  LIBRA     CAFE MOLIDO 1 LB\\n                                   1,235.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,562.80\\nIMPUESTO ITBIS RD$         222.30\\nTOTAL RD$           2,785.10\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2388511\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 16207976\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nGRUPO EMPRESARIAL GARCIVAL HR\\nRNC EMISOR: 133477807\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CAGI INVERSIONES SRL\\nRNC CLIENTE: 132502868\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0293088341\\nFACTURA NO.: 0618622\\nAUTORIZACION: 718158446\\nTELEFONO: 809-756-9811\\nFECHA: 10/02/2025  HORA: 13:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         7,599.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         885.00\\n    1  SERVICIO  GESTION LOGISTICA           23,230.00\\n    4  VIAJE     SERVICIO DE MENSAJERIA       2,140.00\\n    4  VIAJE     TRANSPORTE DE CARGA        167,148.00\\n----------------------------------------------\\nSUBTOTAL RD$      201,002.00\\nITBIS RD$      36,180.36\\nTOTAL RD$         237,182.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8636381\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,6],"business_categories":["colmado_alimentos","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03701244745","133477807"],"invoice_ids":["inv_441daebda71919ee9c10","inv_17f6b3faef5c1895e39b"],"observation_id":"obs_ea28a3a3768cd9c732da","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":5.72,"augmentation_metadata":{"downscale_factor":0.898,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.902,"brightness_factor":0.864,"blur_sigma":0.558,"crop_applied":false,"camera_distance_factors":[0.935,0.881],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":49.2,"jpeg_quality":85,"documents":[{"rotation_deg":-2.262,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.198,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5072845562398892123,"difficulty":"medium","split":"train"}
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{"image":"images/606_000156.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133720906\",\"ncf\":\"E444427763643\",\"fecha_comprobante\":\"20240412\",\"monto_facturado_servicios\":155304.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27954.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130459436\",\"ncf\":\"B1560634578\",\"fecha_comprobante\":\"20250810\",\"monto_facturado_servicios\":20280.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"PEIFER GASTRO GROUP\\nPEIFER GASTRO GROUP SRL\\nRNC: 133720906\\nCLIENTE: SINDICATO DE TRABAJADORES DEL PUERTO DE\\nRNC CLIENTE: 430318388\\nFACTURA DE CREDITO FISCAL\\nNCF: E444427763643\\nFACTURA NO.: 3701250\\nAUTORIZACION: 791436213\\nTELEFONO: 809-924-9328\\nFECHA: 12/04/2024  HORA: 15:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       55,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   70,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       3,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,000.00\\n    8  PAGINA    TRADUCCION DE DOCUMENTOS    22,304.00\\n----------------------------------------------\\nSUBTOTAL RD$      155,304.00\\nITBIS 18% RD$      27,954.72\\nTOTAL RD$         183,258.72\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3457909\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINVERSIONES NUI\\nINVERSIONES NUI SRL\\nRNC 130459436\\nCLIENTE: LA CLARIDAD S A\\nRNC CLIENTE: 120001462\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1560634578\\nFACTURA NO.: 7802217\\nAUTORIZACION: 719062769\\nTELEFONO: 809-997-3007\\nFECHA: 10/08/2025  HORA: 16:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   20,280.99\\n----------------------------------------------\\nSUB-TOTAL RD$       20,280.99\\nITBIS RD$           0.00\\nTOTAL RD$          20,280.99\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5748816\\nGRACIAS POR SU COMPRA\\nENTREGADO\"}","template_ids":[4,2],"business_categories":["profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133720906","130459436"],"invoice_ids":["inv_9e1cbeb620464e2d9ca6","inv_16a5a02ce9aae00c0d75"],"observation_id":"obs_406f2943c59040078f99","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.02,"augmentation_metadata":{"downscale_factor":0.713,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.867,"brightness_factor":1.005,"blur_sigma":0.338,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.35,"jpeg_quality":84,"documents":[{"rotation_deg":0.89,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.662,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5537904580190173013,"difficulty":"hard","split":"test"}
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SELECTIVO RD$  12,750.00\\nTOTAL RD$         163,200.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2399059\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 12066579\\n\\n--- FACTURA ---\\n\\nROSMERY RAFAELINA BELTRE NINA\\nRNC EMISOR: 40223861267\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARGENYS OZORIA\\nRNC CLIENTE: 03105638567\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444417072962\\nFACTURA NO.: 4395427\\nAUTORIZACION: 378379235\\nTELEFONO: 809-709-9040\\nFECHA: 19/01/2025  HORA: 12:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       30,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       30,000.00\\nITBIS RD$       5,400.00\\nTOTAL RD$          35,400.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 511562\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 44715956\\nDETALLE DE SERVICIOS\"}","template_ids":[11,9,4],"business_categories":["publicidad_impresion","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02300052103","430210501","40223861267"],"invoice_ids":["inv_0bde2c558e4eeaff1148","inv_00b1a64854918d44c254","inv_2a5255172e31a5e41e33"],"observation_id":"obs_4bb5958d992c203b543a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.948,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.984,"brightness_factor":0.981,"blur_sigma":0.155,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.49,"jpeg_quality":95,"documents":[{"rotation_deg":-0.492,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.434,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.692,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6922291570615701248,"difficulty":"hard","split":"train"}
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{"image":"images/607_000161.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"102614504\",\"ncf\":\"E317796746168\",\"fecha_comprobante\":\"20251218\",\"monto_facturado\":34909.46,\"itbis_facturado\":6283.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":41193.16,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MORAPRASCA\\nRNC EMISOR: 131408842\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SISTEMAS Y SOLUCIONES DIAZ SRL\\nRNC CLIENTE: 102614504\\nFACTURA DE CREDITO FISCAL\\nNCF E317796746168\\nFACTURA NO.: 1487128\\nAUTORIZACION: 836072022\\nTELEFONO: 809-974-8104\\nFECHA: 18/12/2025  HORA: 10:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,132.50\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  12,430.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,012.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,267.96\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,067.00\\n-------------------------------------------\\nSUB-TOTAL RD$       34,909.46\\nITBIS RD$       6,283.70\\nTOTAL RD$          41,193.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5260049\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 70510354\\nRevisado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131408842"],"invoice_ids":["inv_bd8543062e4c56bdbb4e"],"observation_id":"obs_de3c52a8863870313aac","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":8.88,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.997,"brightness_factor":0.999,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.64,"jpeg_quality":98,"documents":[{"rotation_deg":-0.074,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11900159549559857637,"difficulty":"clean","split":"train"}
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{"image":"images/607_000185.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102885641\",\"ncf\":\"E458038128287\",\"fecha_comprobante\":\"20240422\",\"monto_facturado\":243000.00,\"itbis_facturado\":43740.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":19.04,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":286759.04,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40236823452\",\"ncf\":\"B0170097425\",\"fecha_comprobante\":\"20240226\",\"monto_facturado\":240000.00,\"itbis_facturado\":43200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":283200.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALSSAGROUP\\nRNC EMISOR: 131436897\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL VICENTE FERNANDEZ LOVERAS\\nRNC CLIENTE: 03102885641\\nFACTURA DE CREDITO FISCAL\\nNCF: E458038128287\\nFACTURA NO.: 9937554\\nAUTORIZACION: 888045585\\nTELEFONO: 809-793-5317\\nFECHA: 22/04/2024  HORA: 15:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          16,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    53,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n    1  PROYECTO  DISENO DE PLANOS           147,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      243,000.00\\nITBIS 18% RD$      43,740.00\\nOTROS IMPUESTOS RD$      19.04\\nTOTAL RD$         286,759.04\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2293824\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 68569675\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRevisado\\n\\n--- FACTURA ---\\n\\nFILOMENA PORTES DE POLANCO\\nRNC EMISOR: 00105517551\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RUDDY MONTILLA CARABALLO\\nRNC CLIENTE: 40236823452\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0170097425\\nFACTURA NO.: 8614997\\nAUTORIZACION: 179017944\\nTELEFONO: 809-601-1564\\nFECHA: 26/02/2024  HORA: 10:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  35,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  21,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  37,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  56,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  90,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      240,000.00\\nITBIS RD$      43,200.00\\nTOTAL RD$         283,200.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6237733\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 62944764\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFPD\\nRECIBIDO\"}","template_ids":[4,0],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131436897","00105517551"],"invoice_ids":["inv_d03384f14d0800c23a62","inv_5eb125a6daa58e537b73"],"observation_id":"obs_09da726c9725edf0db17","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.51,"augmentation_metadata":{"downscale_factor":0.762,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.947,"brightness_factor":0.93,"blur_sigma":0.294,"crop_applied":true,"camera_distance_factors":[0.905,0.939],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":68.63,"jpeg_quality":74,"documents":[{"rotation_deg":1.195,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.427,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"FPD"}]},"num_invoices":2,"seed":7004025034518758954,"difficulty":"medium","split":"train"}
{"image":"images/606_000186.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133748932\",\"ncf\":\"B0277657347\",\"fecha_comprobante\":\"20251109\",\"monto_facturado_servicios\":485.00,\"monto_facturado_bienes\":49047.96,\"itbis_facturado\":8915.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"40220051847\",\"ncf\":\"E452905065480\",\"fecha_comprobante\":\"20240513\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3736.12,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"THE NOVA COLLECTIVE\\nTHE NOVA COLLECTIVE SRL\\nRNC: 133748932\\nCLIENTE: RAFAEL MINAYA YAUGER\\nRNC CLIENTE: 05700026767\\nFACTURA DE CREDITO FISCAL\\nNCF: B0277657347\\nFACTURA NO.: 7861195\\nAUTORIZACION: 67199748\\nTELEFONO: 809-209-3480\\nFECHA: 09/11/2025  HORA: 18:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        18,192.00\\n    4  UNIDAD    EQUIPO ELECTRICO            29,731.96\\n    1  SERVICIO  SERVICIO DE ENTREGA            485.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,124.00\\n----------------------------------------------\\nSUB-TOTAL RD$       49,532.96\\nITBIS RD$       8,915.93\\nTOTAL RD$          58,448.89\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9870337\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nMANUEL NUÑEZ BAEZ\\nMANUEL NUÑEZ BAEZ\\nRNC 40220051847\\nCLIENTE: JOLDIR NETWORK DOMINICANA SRL\\nRNC CLIENTE: 133197251\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452905065480\\nFACTURA NO.: 9177233\\nAUTORIZACION: 405210939\\nTELEFONO: 809-953-5284\\nFECHA: 13/05/2024  HORA: 19:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    JUGO ENVASADO 1 LITRO          363.00\\n    4  LIBRA     ARROZ SELECTO LIBRA            135.32\\n    4  UNIDAD    ACEITE VEGETAL 1 GAL         2,936.00\\n    4  UNIDAD    AGUA PURIFICADA 20 OZ          167.80\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G        134.00\\n----------------------------------------------\\nSUBTOTAL RD$        3,736.12\\nITBIS 18% RD$           0.00\\nTOTAL RD$           3,736.12\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1323912\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 32898466\"}","template_ids":[7,13],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated","sidip_proconsumidor"]],"issuer_rncs":["133748932","40220051847"],"invoice_ids":["inv_0e915085c30beacffddc","inv_be7d52bafefd1eb0b693"],"observation_id":"obs_4de761b9af877a49507d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.18,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.009,"brightness_factor":1.018,"blur_sigma":0.217,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.56,"jpeg_quality":96,"documents":[{"rotation_deg":-0.56,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.464,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1351822255781784828,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 62311469\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nCABFER\\nRNC EMISOR: 132122552\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOTELMER MANAGEMENT SA\\nRNC CLIENTE: 130104204\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328143778890\\nFACTURA NO.: 0748841\\nAUTORIZACION: 719613642\\nTELEFONO: 809-906-3027\\nFECHA: 02/01/2025  HORA: 09:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            352.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            350.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,813.90\\n----------------------------------------------\\nSUBTOTAL RD$        7,516.90\\nITBIS 18% RD$       1,353.04\\nTOTAL RD$           8,869.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6401919\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 28047712\\nRESUMEN\\nC\\n\\n--- FACTURA ---\\n\\nMULTIGESTIONES BAROFFIO\\nRNC EMISOR: 101897414\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LC TRADING SRL\\nRNC CLIENTE: 131342574\\nFACTURA DE CREDITO FISCAL\\nNCF B1492411892\\nFACTURA NO.: 5921526\\nAUTORIZACION: 724267573\\nTELEFONO: 809-576-9330\\nFECHA: 26/06/2024  HORA: 19:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,417.50\\n    3  UNIDAD    MATERIAL DE OFICINA          6,470.97\\n----------------------------------------------\\nSUB-TOTAL RD$        7,888.47\\nITBIS RD$       1,419.92\\nTOTAL RD$           9,308.39\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3678288\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,12,6],"business_categories":["publicidad_impresion","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131562002","132122552","101897414"],"invoice_ids":["inv_7f0b0022d2f37686839c","inv_87aae62726884e3942c3","inv_3f31ab4c1a6406cc237c"],"observation_id":"obs_fe8e09d2f33dd8b59565","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.946,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.001,"brightness_factor":0.995,"blur_sigma":0.24,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":25.35,"jpeg_quality":92,"documents":[{"rotation_deg":-0.086,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.143,"perspective":0.003,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.287,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"C"},{"kind":"none","text":""}]},"num_invoices":3,"seed":177936224978735256,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 72432083\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nRELOGERIA EL NUEVO ORIENTE\\nRNC EMISOR: 00112098645\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BRISAS DE CUBA SRL\\nRNC CLIENTE: 132456106\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459715988055\\nFACTURA NO.: 5480364\\nAUTORIZACION: 184965654\\nTELEFONO: 809-422-6624\\nFECHA: 04/11/2024  HORA: 14:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             4,993.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,130.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,129.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,252.50\\nIMPUESTO ITBIS RD$       2,025.45\\nTOTAL RD$          13,277.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9807397\\nGRACIAS POR SU COMPRA\\nREN\\n\\n--- FACTURA ---\\n\\nTORRE LIROE III\\nRNC EMISOR: 430118915\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEXANDRA LUCIA DURAN TAPIA\\nRNC CLIENTE: 03101864878\\nFACTURA DE CREDITO FISCAL\\nNCF: E451590715461\\nFACTURA NO.: 3115255\\nAUTORIZACION: 491603195\\nTELEFONO: 809-781-8982\\nFECHA: 19/10/2025  HORA: 15:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  55,204.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  18,462.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  32,628.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 222,882.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      329,176.00\\nITBIS RD$           0.00\\nTOTAL RD$         329,176.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2533494\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 22245094\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,2,0],"business_categories":["comercio_general","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["102335141","00112098645","430118915"],"invoice_ids":["inv_b5386d74a3a85fa609de","inv_51be068e693d43f3eb1e","inv_81fe7ad2ed1f01291068"],"observation_id":"obs_8800a4364cb7a0400599","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.734,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.863,"brightness_factor":0.888,"blur_sigma":0.237,"crop_applied":false,"camera_distance_factors":[0.898,0.884,0.963],"legibility_scale_corrections":[0.0062,0.0,0.0],"final_contrast_stddev":61.83,"jpeg_quality":74,"documents":[{"rotation_deg":3.727,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.985,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":3.213,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"REN"},{"kind":"none","text":""}]},"num_invoices":3,"seed":6896701409280930056,"difficulty":"hard","split":"train"}
{"image":"images/606_000194.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04701796452\",\"ncf\":\"B1551915151\",\"fecha_comprobante\":\"20241204\",\"monto_facturado_servicios\":1529.00,\"monto_facturado_bienes\":10552.96,\"itbis_facturado\":2174.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133020823\",\"ncf\":\"E319623470179\",\"fecha_comprobante\":\"20250330\",\"monto_facturado_servicios\":62500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ELECTROYA MAX\\nSANDY INOCENCIO BLANCO PAULINO\\nRNC EMISOR: 04701796452\\nCLIENTE: DON EVENTOS SRL\\nRNC CLIENTE: 124029432\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1551915151\\nFACTURA NO.: 3603296\\nAUTORIZACION: 664602006\\nTELEFONO: 809-252-1544\\nFECHA: 04/12/2024  HORA: 14:02\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                                  5,649.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  2,193.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,871.96\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    839.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,529.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       12,081.96\\nIMPUESTO ITBIS RD$       2,174.75\\nTOTAL RD$          14,256.71\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 653786\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 23686220\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nCORPRESDOM CORPORACION DE PREVENCION & SEG\\nCORPRESDOM CORPORACION DE PREVENCION & SEGURIDAD\\nRNC: 133020823\\nCLIENTE: MIGUEL RAMON DE JESUS CONCEPCION RAMIRE\\nRNC CLIENTE: 00100024462\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319623470179\\nFACTURA NO.: 8469063\\nAUTORIZACION: 215019648\\nTELEFONO: 809-519-5018\\nFECHA: 30/03/2025  HORA: 18:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       25,000.00\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   22,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       62,500.00\\nITBIS RD$      11,250.00\\nTOTAL RD$          73,750.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6758923\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 15531714\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[9,10],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04701796452","133020823"],"invoice_ids":["inv_00484f8727f31051c152","inv_4b08eb442472c8930ceb"],"observation_id":"obs_ff583b535e155de41d97","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.91,"augmentation_metadata":{"downscale_factor":0.617,"red_scale":1.041,"blue_scale":0.959,"contrast_factor":1.002,"brightness_factor":1.017,"blur_sigma":1.011,"crop_applied":false,"camera_distance_factors":[0.917,0.985],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":55.91,"jpeg_quality":62,"documents":[{"rotation_deg":1.716,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.171,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8300612287984963468,"difficulty":"very_hard","split":"train"}
{"image":"images/607_000195.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132400496\",\"ncf\":\"E314348376178\",\"fecha_comprobante\":\"20250904\",\"monto_facturado\":601051.99,\"itbis_facturado\":108189.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":709241.35,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133152401\",\"ncf\":\"B0196244007\",\"fecha_comprobante\":\"20250218\",\"monto_facturado\":88000.00,\"itbis_facturado\":15840.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":103840.00},{\"rnc\":\"00300033859\",\"ncf\":\"E328090724745\",\"fecha_comprobante\":\"20240603\",\"monto_facturado\":35988.50,\"itbis_facturado\":6477.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":30322.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12144.10,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GB SANTANA SERVICE\\nRNC EMISOR: 133167247\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WANLIVE SRL\\nRNC CLIENTE: 132400496\\nFACTURA DE CREDITO FISCAL\\nNCF: E314348376178\\nFACTURA NO.: 2471041\\nAUTORIZACION: 152314866\\nTELEFONO: 809-242-9172\\nFECHA: 04/09/2025  HORA: 17:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          477,411.00\\n    1  SERVICIO  COMISION INMOBILIARIA      123,640.99\\n----------------------------------------------\\nSUB-TOTAL RD$      601,051.99\\nIMPUESTO ITBIS RD$     108,189.36\\nTOTAL RD$         709,241.35\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4087399\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 93209019\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nARMONIA INTEGRAL ESPACIO DE LUZ Y AMOR\\nRNC EMISOR: 132629531\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: STEVEN SP SRL\\nRNC CLIENTE: 133152401\\nFACTURA DE CREDITO FISCAL\\nNCF: B0196244007\\nFACTURA NO.: 9746064\\nAUTORIZACION: 486683604\\nTELEFONO: 809-850-7922\\nFECHA: 18/02/2025  HORA: 08:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  65,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  12,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  11,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       88,000.00\\nITBIS RD$      15,840.00\\nTOTAL RD$         103,840.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 1472473\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nZALERT INVERSIONES\\nRNC EMISOR: 131553542\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KENIA DE LOS SANTOS MORA\\nRNC CLIENTE: 00300033859\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328090724745\\nFACTURA NO.: 0068673\\nAUTORIZACION: 581976087\\nTELEFONO: 809-238-6602\\nFECHA: 03/06/2024  HORA: 20:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO             8,107.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,248.00\\n    4  UNIDAD    MATERIAL DE OFICINA          1,792.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        23,104.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,737.00\\n----------------------------------------------\\nSUB-TOTAL RD$       35,988.50\\nITBIS 18% RD$       6,477.93\\nTOTAL RD$          42,466.43\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8978274\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 37887117\"}","template_ids":[4,5,2],"business_categories":["inmobiliario","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133167247","132629531","131553542"],"invoice_ids":["inv_2e06126b1418176db9b1","inv_a2808d59a3a523e0dc12","inv_4ee29779ae1c1831232e"],"observation_id":"obs_b75b75aa8b8271185608","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.71,"augmentation_metadata":{"downscale_factor":0.847,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.839,"brightness_factor":0.927,"blur_sigma":0.293,"crop_applied":false,"camera_distance_factors":[0.953,0.986,0.909],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.78,"jpeg_quality":95,"documents":[{"rotation_deg":1.844,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.502,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.08,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":13003191485305452359,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 70476816\\nKDN\\n\\n--- FACTURA ---\\n\\nJULISSA                        MORILLO\\nJULISSA                        MORILLO\\nRNC EMISOR: 13600194537\\nCLIENTE: F JIMENEZ CONEXION SRL\\nRNC CLIENTE: 131248624\\nFACTURA DE CREDITO FISCAL\\nNCF: B0179776264\\nFACTURA NO.: 5938463\\nAUTORIZACION: 614187432\\nTELEFONO: 809-514-6353\\nFECHA: 01/08/2025  HORA: 18:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    55,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       32,000.00\\n    3  MES       SUPERVISION DE OBRA        126,000.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       4,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      232,000.00\\nIMPUESTO ITBIS RD$      41,760.00\\nTOTAL RD$         273,760.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6870374\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 48880329\\n\\n--- FACTURA ---\\n\\nGDT CONSULTING\\nRNC EMISOR: 131348858\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARCANO RECIO ARQUITECTOS SRL\\nRNC CLIENTE: 133578964\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0158933572\\nFACTURA NO.: 3037608\\nAUTORIZACION: 917973353\\nTELEFONO: 809-624-4436\\nFECHA: 26/05/2024  HORA: 09:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       33,578.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   29,991.95\\n    5  MES       ALQUILER DE LOCAL          707,190.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   13,996.00\\n----------------------------------------------\\nSUBTOTAL RD$      784,756.94\\nIMPUESTO ITBIS RD$     141,256.25\\nTOTAL RD$         926,013.19\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9314212\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nELVIS GARCIA PEÑA\\nRNC EMISOR: 09700288823\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AVELEZ S A\\nRNC CLIENTE: 101828471\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316359335116\\nFACTURA NO.: 8526380\\nAUTORIZACION: 703057856\\nTELEFONO: 809-314-6622\\nFECHA: 11/05/2024  HORA: 09:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  SERVICIO DE ENTREGA          1,984.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            942.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,116.00\\n----------------------------------------------\\nSUBTOTAL RD$        4,042.00\\nIMPUESTO ITBIS RD$         727.56\\nTOTAL RD$           4,769.56\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3222829\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000213.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133010569\",\"ncf\":\"E323266604772\",\"fecha_comprobante\":\"20250527\",\"monto_facturado\":43618.00,\"itbis_facturado\":7851.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":22099.45,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":29369.79,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PARON REPUBLICA DOMINICANA\\nRNC EMISOR: 131298232\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SHAKED CASPER SRL\\nRNC CLIENTE: 133010569\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323266604772\\nFACTURA NO.: 2203644\\nAUTORIZACION: 963290276\\nTELEFONO: 809-935-8585\\nFECHA: 27/05/2025  HORA: 17:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   4,467.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                  34,929.00\\n    3  UNIDAD    FILTRO DE ACEITE\\n                                   1,134.00\\n    4  UNIDAD    ACEITE DE MOTOR\\n                                   3,088.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       43,618.00\\nITBIS 18% RD$       7,851.24\\nTOTAL RD$          51,469.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1770698\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 59851311\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["131298232"],"invoice_ids":["inv_7a7c7677aee7844d3cc6"],"observation_id":"obs_e1502b222b6c5e86ec06","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":8.18,"augmentation_metadata":{"downscale_factor":0.534,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":1.115,"brightness_factor":0.85,"blur_sigma":0.959,"crop_applied":false,"camera_distance_factors":[0.955],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.41,"jpeg_quality":78,"documents":[{"rotation_deg":5.265,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4500785844990905170,"difficulty":"very_hard","split":"train"}
{"image":"images/606_000214.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130136084\",\"ncf\":\"E454462752119\",\"fecha_comprobante\":\"20250918\",\"monto_facturado_servicios\":1632.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":293.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CONIFERCOSA\\nCONSTRUCCIONES INVERSIONES FELIZ CORSINO S\\nA\\nRNC 130136084\\nCLIENTE: ITALBER SRL\\nRNC CLIENTE: 133517019\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454462752119\\nFACTURA NO.: 2875527\\nAUTORIZACION: 201365765\\nTELEFONO: 809-386-3417\\nFECHA: 18/09/2025  HORA: 10:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,632.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,632.95\\nIMPUESTO ITBIS RD$         293.93\\nTOTAL RD$           1,926.88\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3041452\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 11150900\\nCopia cliente\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130136084"],"invoice_ids":["inv_3c10b51b8e61e504660e"],"observation_id":"obs_4624c852c6fab34aa615","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":9.1,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.828,"brightness_factor":0.857,"blur_sigma":0.551,"crop_applied":false,"camera_distance_factors":[0.901],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.19,"jpeg_quality":75,"documents":[{"rotation_deg":1.897,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5239813325914171408,"difficulty":"medium","split":"train"}
{"image":"images/607_000215.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130152918\",\"ncf\":\"E451850287352\",\"fecha_comprobante\":\"20251008\",\"monto_facturado\":12500.00,\"itbis_facturado\":2250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":14750.00},{\"rnc\":\"130756821\",\"ncf\":\"B1582259206\",\"fecha_comprobante\":\"20251029\",\"monto_facturado\":211125.00,\"itbis_facturado\":38002.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":128314.46,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":120813.04,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101571977\",\"ncf\":\"B0144384625\",\"fecha_comprobante\":\"20250622\",\"monto_facturado\":19724.92,\"itbis_facturado\":3550.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":23275.41,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LARCON\\nRNC EMISOR: 130685827\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO LUCAS PEREZ SRL\\nRNC CLIENTE: 130152918\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451850287352\\nFACTURA NO.: 8066524\\nAUTORIZACION: 658566990\\nTELEFONO: 809-265-9708\\nFECHA: 08/10/2025  HORA: 19:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       12,500.00\\nITBIS RD$       2,250.00\\nTOTAL RD$          14,750.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6246006\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nL O B NA LLC\\nRNC EMISOR: 133375559\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AICOBC SRL\\nRNC CLIENTE: 130756821\\nFACTURA DE CREDITO FISCAL\\nNCF B1582259206\\nFACTURA NO.: 8653326\\nAUTORIZACION: 825051295\\nTELEFONO: 809-805-9998\\nFECHA: 29/10/2025  HORA: 12:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA        107,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       10,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   29,000.00\\n    1  SERVICIO  ASESORIA TECNICA            32,000.00\\n   25  PAGINA    TRADUCCION DE DOCUMENTOS    33,125.00\\n----------------------------------------------\\nSUB-TOTAL RD$      211,125.00\\nITBIS 18% RD$      38,002.50\\nTOTAL RD$         249,127.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 8347510\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000233.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130660042\",\"ncf\":\"E314168131932\",\"fecha_comprobante\":\"20250304\",\"monto_facturado\":147190.00,\"itbis_facturado\":26494.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":59084.98,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":114599.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEWVELY ESTEVEZ ULLOLA\\nRNC EMISOR: 40222871606\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LOUIS VUITTON REPUBLICA DOMINICANA SRL\\nRNC CLIENTE: 130660042\\nFACTURA DE CREDITO FISCAL\\nNCF E314168131932\\nFACTURA NO.: 9763186\\nAUTORIZACION: 644953261\\nTELEFONO: 809-571-5461\\nFECHA: 04/03/2025  HORA: 18:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   27  PAGINA    TRADUCCION DE DOCUMENTOS    39,690.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    82,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      147,190.00\\nIMPUESTO ITBIS RD$      26,494.20\\nTOTAL RD$         173,684.20\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7616096\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 14257499\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40222871606"],"invoice_ids":["inv_8ac5b9e2fbbbf20e058f"],"observation_id":"obs_da51fc31bb0f548e8a7e","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.681,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.733,"brightness_factor":1.059,"blur_sigma":0.393,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.04,"jpeg_quality":83,"documents":[{"rotation_deg":-0.082,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9450781027671568320,"difficulty":"hard","split":"train"}
{"image":"images/606_000234.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131684531\",\"ncf\":\"E441013104558\",\"fecha_comprobante\":\"20240923\",\"monto_facturado_servicios\":73512.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13232.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"TKM TRANSLOGIC\\nTKM TRANSLOGIC SRL\\nRNC 131684531\\nCLIENTE: PINA INDUSTRIAL SRL\\nRNC CLIENTE: 132720393\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441013104558\\nFACTURA NO.: 1133434\\nAUTORIZACION: 928377791\\nTELEFONO: 809-497-6645\\nFECHA: 23/09/2024  HORA: 13:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   9,030.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA\\n                                   1,925.00\\n    5  VIAJE     SERVICIO DE TRANSPORTE\\n                                  44,935.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  17,622.95\\n-------------------------------------------\\nSUBTOTAL RD$       73,512.95\\nITBIS RD$      13,232.33\\nTOTAL RD$          86,745.28\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 7332726\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["131684531"],"invoice_ids":["inv_7d779ac426bf422fcb8c"],"observation_id":"obs_958af29bf334095198a5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.7,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.967,"brightness_factor":1.012,"blur_sigma":0.015,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":94,"documents":[{"rotation_deg":-0.103,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5719988409998947199,"difficulty":"light","split":"train"}
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{"image":"images/607_000243.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132047516\",\"ncf\":\"E316887156065\",\"fecha_comprobante\":\"20240507\",\"monto_facturado\":10437.00,\"itbis_facturado\":1878.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":12315.66,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOEL FRANCISCO ALEJANDRO PAYANO\\nRNC EMISOR: 00114804529\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EHZA AUTO IMPORT SRL\\nRNC CLIENTE: 132047516\\nFACTURA DE CREDITO FISCAL\\nNCF E316887156065\\nFACTURA NO.: 7670461\\nAUTORIZACION: 165854694\\nTELEFONO: 809-987-1358\\nFECHA: 07/05/2024  HORA: 19:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,844.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,285.50\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,388.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     919.50\\n-------------------------------------------\\nSUBTOTAL RD$       10,437.00\\nITBIS 18% RD$       1,878.66\\nTOTAL RD$          12,315.66\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2707445\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 32902218\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00114804529"],"invoice_ids":["inv_21a8a49d7fe4509b2757"],"observation_id":"obs_6461c473f3deee1e4334","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.37,"augmentation_metadata":{"downscale_factor":0.979,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.96,"brightness_factor":1.029,"blur_sigma":0.241,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.76,"jpeg_quality":91,"documents":[{"rotation_deg":-0.392,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2475872319689755005,"difficulty":"light","split":"train"}
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{"image":"images/607_000245.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"12100144075\",\"ncf\":\"E446271817795\",\"fecha_comprobante\":\"20240506\",\"monto_facturado\":173870.00,\"itbis_facturado\":31296.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":205166.60,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HECTOR DANIEL GARRIDO MEJIA\\nRNC EMISOR: 00112466602\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ODALY JOSE NUÑEZ PERDOMO\\nRNC CLIENTE: 12100144075\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446271817795\\nFACTURA NO.: 3407835\\nAUTORIZACION: 288436516\\nTELEFONO: 809-715-1072\\nFECHA: 06/05/2024  HORA: 19:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   30  PAGINA    TRADUCCION DE DOCUMENTOS    77,370.00\\n    1  MES       SUPERVISION DE OBRA         54,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   17,000.00\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      173,870.00\\nITBIS 18% RD$      31,296.60\\nTOTAL RD$         205,166.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9791704\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 18984833\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nENTREGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00112466602"],"invoice_ids":["inv_bf3cb1912b077e565ada"],"observation_id":"obs_7c554e9419483807b310","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.38,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":1.038,"brightness_factor":1.059,"blur_sigma":0.349,"crop_applied":false,"camera_distance_factors":[0.985],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.74,"jpeg_quality":78,"documents":[{"rotation_deg":-2.176,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17108240676804723921,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nPROMOTORA SALIETO\\nPROMOTORA SALIETO SRL\\nRNC: 131786049\\nCLIENTE: VICKIANA FAMILIA MERAN\\nRNC CLIENTE: 01100372760\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310005047105\\nFACTURA NO.: 9132880\\nAUTORIZACION: 505274621\\nTELEFONO: 809-931-1366\\nFECHA: 15/09/2025  HORA: 17:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,540.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,445.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            398.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,383.00\\nITBIS 18% RD$       1,328.94\\nTOTAL RD$           8,711.94\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 8546295\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 90718924\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,7,6],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133528231","132593512","131786049"],"invoice_ids":["inv_bc67dcbacc7069d2d4c9","inv_08ab6bc577bf608018df","inv_e25aa1b74e3b9c7c44f3"],"observation_id":"obs_ac04f89aedff0a010f31","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.98,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":23.22,"jpeg_quality":98,"documents":[{"rotation_deg":-0.113,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.104,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.098,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17524791410688936793,"difficulty":"hard","split":"train"}
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{"image":"images/607_000249.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131628613\",\"ncf\":\"B0199431924\",\"fecha_comprobante\":\"20250206\",\"monto_facturado\":170500.00,\"itbis_facturado\":30690.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":201190.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARTINEZ NIN INMOBILIARIA\\nRNC EMISOR: 131277977\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FURGONES CHECO SRL\\nRNC CLIENTE: 131628613\\nFACTURA DE CREDITO FISCAL\\nNCF: B0199431924\\nFACTURA NO.: 2016209\\nAUTORIZACION: 424510450\\nTELEFONO: 809-786-2620\\nFECHA: 06/02/2025  HORA: 09:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           143,000.00\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      170,500.00\\nITBIS RD$      30,690.00\\nTOTAL RD$         201,190.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7943449\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131277977"],"invoice_ids":["inv_b11ef2a316af1da9a427"],"observation_id":"obs_9b9765354b4196d1a586","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.56,"augmentation_metadata":{"downscale_factor":0.831,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":0.869,"brightness_factor":1.028,"blur_sigma":0.287,"crop_applied":false,"camera_distance_factors":[0.976],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.2,"jpeg_quality":93,"documents":[{"rotation_deg":0.515,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9734952357602711444,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 38625400\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nADRIMAR\\nRNC EMISOR: 130385149\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA BACHA SRL\\nRNC CLIENTE: 131299393\\nFACTURA DE CREDITO FISCAL\\nNCF B1424580948\\nFACTURA NO.: 5601493\\nAUTORIZACION: 752504725\\nTELEFONO: 809-698-7661\\nFECHA: 03/10/2024  HORA: 19:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,704.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,448.95\\n----------------------------------------------\\nSUBTOTAL RD$        5,152.95\\nITBIS RD$         927.53\\nTOTAL RD$           6,080.48\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2899032\\nGRACIAS POR SU COMPRA\\nA\\n\\n--- FACTURA ---\\n\\nC JIMENEZ REALTY\\nRNC EMISOR: 133105782\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: QUALA DOMINICANA SA\\nRNC CLIENTE: 101741678\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1453393046\\nFACTURA NO.: 7039193\\nAUTORIZACION: 371449597\\nTELEFONO: 809-343-9469\\nFECHA: 24/02/2025  HORA: 18:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    4,273.00\\n    5  SERVICIO  COMISION INMOBILIARIA      440,240.00\\n----------------------------------------------\\nSUB-TOTAL RD$      444,513.00\\nITBIS RD$      80,012.34\\nTOTAL RD$         524,525.34\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8417742\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000264.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110208360\",\"ncf\":\"B0149399143\",\"fecha_comprobante\":\"20240710\",\"monto_facturado_servicios\":1912.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":344.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RAYSAS PELUQUERIA\\nRAYSA OLIVA DE LA YNMACULADA MEJIA SANTANA DE RO\\nRNC EMISOR: 00110208360\\nCLIENTE: TANFER SOLUTIONS SRL\\nRNC CLIENTE: 132013077\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0149399143\\nFACTURA NO.: 3343162\\nAUTORIZACION: 490205001\\nTELEFONO: 809-372-2155\\nFECHA: 10/07/2024  HORA: 12:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          1,912.95\\n----------------------------------------------\\nSUB-TOTAL RD$        1,912.95\\nITBIS RD$         344.33\\nTOTAL RD$           2,257.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1722517\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 95429227\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRP\"}","template_ids":[3],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["00110208360"],"invoice_ids":["inv_ab5d277c99257ec243a5"],"observation_id":"obs_32e7b84d565821555465","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.65,"augmentation_metadata":{"downscale_factor":0.729,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":1.119,"brightness_factor":1.0,"blur_sigma":0.301,"crop_applied":false,"camera_distance_factors":[0.883],"legibility_scale_corrections":[0.0],"final_contrast_stddev":93.58,"jpeg_quality":87,"documents":[{"rotation_deg":-1.906,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"RP"}]},"num_invoices":1,"seed":13451522839154374012,"difficulty":"medium","split":"train"}
{"image":"images/607_000265.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800046506\",\"ncf\":\"B0263432159\",\"fecha_comprobante\":\"20241107\",\"monto_facturado\":5285.00,\"itbis_facturado\":951.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6236.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SAIRY NOEMI MARTE DE MATOS\\nRNC EMISOR: 09700059968\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VALENTIN DE GRACIA NUÑEZ\\nRNC CLIENTE: 02800046506\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0263432159\\nFACTURA NO.: 6979436\\nAUTORIZACION: 422379202\\nTELEFONO: 809-804-5378\\nFECHA: 07/11/2024  HORA: 20:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   5,285.00\\n-------------------------------------------\\nSUBTOTAL RD$        5,285.00\\nITBIS 18% RD$         951.30\\nTOTAL RD$           6,236.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8077503\\nGRACIAS POR SU COMPRA\\nSNM\"}","template_ids":[0],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["09700059968"],"invoice_ids":["inv_687e4064d436cf7df585"],"observation_id":"obs_7d3e3318c52a78803ad1","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":12.13,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":1.007,"brightness_factor":0.99,"blur_sigma":0.16,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":95,"documents":[{"rotation_deg":-0.727,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"SNM"}]},"num_invoices":1,"seed":8373874854580689265,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 44245820\\nIJ\\nPendiente\\n\\n--- FACTURA ---\\n\\nST LORENZO BUSINESS\\nST LORENZO BUSINESS SRL\\nRNC: 132600118\\nCLIENTE: INSTITUTO DOMINICANO DE GENEALOGIA\\nRNC CLIENTE: 401513404\\nFACTURA DE CREDITO FISCAL\\nNCF E456376513988\\nFACTURA NO.: 6824822\\nAUTORIZACION: 833146634\\nTELEFONO: 809-544-8943\\nFECHA: 06/04/2024  HORA: 19:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,336.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,468.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,804.00\\nIMPUESTO ITBIS RD$         504.72\\nTOTAL RD$           3,308.72\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5229622\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nRICARDO CUEVAS PEREZ\\nRICARDO CUEVAS PEREZ\\nRNC 03100411192\\nCLIENTE: CESPEDES GUZMAN JOSE ANTONIO\\nRNC CLIENTE: 00117212498\\nFACTURA DE CREDITO FISCAL\\nNCF E323266680453\\nFACTURA NO.: 3694114\\nAUTORIZACION: 763265261\\nTELEFONO: 809-909-5649\\nFECHA: 02/10/2025  HORA: 08:33\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 16,850.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,335.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                  3,776.97\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    351.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  3,183.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       25,496.47\\nIMPUESTO ITBIS RD$       4,589.36\\nTOTAL RD$          30,085.83\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6186003\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nTEODORO ALCANTARA ZAYAS\\nTEODORO ALCANTARA ZAYAS\\nRNC 01200895363\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 05263\\nREPUBLI\\nRNC CLIENTE: 430265624\\nFACTURA DE CREDITO FISCAL\\nNCF: E322133380013\\nFACTURA NO.: 6379537\\nAUTORIZACION: 527568903\\nTELEFONO: 809-888-9233\\nFECHA: 19/01/2025  HORA: 16:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   6,254.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,096.95\\n    2  VIAJE     TRANSPORTE DE CARGA\\n                                  73,149.98\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   4,656.95\\n-------------------------------------------\\nSUBTOTAL RD$       85,157.88\\nITBIS 18% RD$      15,328.42\\nTOTAL RD$         100,486.30\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3873669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 32666059\\nTAZ\"}","template_ids":[2,12,9,1],"business_categories":["publicidad_impresion","comercio_general","comercio_general","transporte"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["03100996531","132600118","03100411192","01200895363"],"invoice_ids":["inv_70ea84417c0742532433","inv_1dd34bc32a2e1703b71f","inv_620b235ac3962733b162","inv_7214b19bbd27cee6d5e8"],"observation_id":"obs_edbdc854f1834492c449","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.809,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.909,"brightness_factor":0.846,"blur_sigma":0.396,"crop_applied":false,"camera_distance_factors":[0.902,0.922,0.903,0.928],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":54.34,"jpeg_quality":87,"documents":[{"rotation_deg":-0.175,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-3.282,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.283,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.134,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IJ"},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"TAZ"}]},"num_invoices":4,"seed":4052746251065340324,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_000273.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131306438\",\"ncf\":\"B0299007379\",\"fecha_comprobante\":\"20240610\",\"monto_facturado\":20238.42,\"itbis_facturado\":3642.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12178.69,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11702.65,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430243094\",\"ncf\":\"E311970524186\",\"fecha_comprobante\":\"20250124\",\"monto_facturado\":11109.70,\"itbis_facturado\":1999.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13109.45,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DISTRIBUIDORA ISIS S A\\nRNC EMISOR: 130023301\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HIKARU INTERNATIONAL TRADING SRL\\nRNC CLIENTE: 131306438\\nFACTURA DE CREDITO FISCAL\\nNCF B0299007379\\nFACTURA NO.: 8906271\\nAUTORIZACION: 903811637\\nTELEFONO: 809-614-8508\\nFECHA: 10/06/2024  HORA: 11:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                   8,872.50\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,398.95\\n    2  UNIDAD    CALZADO CASUAL\\n                                   6,683.98\\n    2  UNIDAD    PANTALON CASUAL\\n                                   2,510.00\\n    1  UNIDAD    GORRA BORDADA\\n                                     772.99\\n-------------------------------------------\\nSUBTOTAL RD$       20,238.42\\nIMPUESTO ITBIS RD$       3,642.92\\nTOTAL RD$          23,881.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1966563\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 97455233\\n\\n--- FACTURA ---\\n\\nCIMA REALTY\\nRNC EMISOR: 132030419\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION JULIO ERNESTO AMARANTE\\nRNC CLIENTE: 430243094\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311970524186\\nFACTURA NO.: 2914882\\nAUTORIZACION: 389798284\\nTELEFONO: 809-685-6991\\nFECHA: 24/01/2025  HORA: 13:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    TUBO PVC PRESION 2 PULGADAS    4,584.75\\n    5  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      329.95\\n    2  FUNDA     CEMENTO GRIS 42.5 KG         1,230.00\\n    5  UNIDAD    INTERRUPTOR SENCILLO           965.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    4,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,109.70\\nITBIS 18% RD$       1,999.75\\nTOTAL RD$          13,109.45\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7662547\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 14339500\\nRevisado\"}","template_ids":[0,13],"business_categories":["ropa_comercio","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130023301","132030419"],"invoice_ids":["inv_b399ec93752af42282ef","inv_e9bb9993f918ca6a2dd3"],"observation_id":"obs_b7e4dcbf4d760d5acc7e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.02,"augmentation_metadata":{"downscale_factor":0.751,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.673,"brightness_factor":1.087,"blur_sigma":0.269,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.72,"jpeg_quality":85,"documents":[{"rotation_deg":-1.256,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.849,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12248316263571613738,"difficulty":"medium","split":"train"}
{"image":"images/606_000274.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131777562\",\"ncf\":\"E322167178489\",\"fecha_comprobante\":\"20250810\",\"monto_facturado_servicios\":6293.50,\"monto_facturado_bienes\":8035.95,\"itbis_facturado\":2579.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"RESTAURANT OLIVO CASTILLO\\nRESTAURANT OLIVO CASTILLO SRL\\nRNC EMISOR: 131777562\\nCLIENTE: TRANSPORTES PLASTICOS S A\\nRNC CLIENTE: 101168609\\nFACTURA DE CREDITO FISCAL\\nNCF: E322167178489\\nFACTURA NO.: 6866048\\nAUTORIZACION: 885407281\\nTELEFONO: 809-380-5376\\nFECHA: 10/08/2025  HORA: 16:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                   1,562.00\\n    5  UNIDAD    REFRESCO\\n                                     450.00\\n    4  UNIDAD    PIZZA MEDIANA\\n                                   4,854.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                   6,293.50\\n    5  UNIDAD    POSTRE DE LA CASA\\n                                   1,169.95\\n-------------------------------------------\\nSUBTOTAL RD$       14,329.45\\nITBIS 18% RD$       2,579.30\\nTOTAL RD$          16,908.75\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 713283\\nGRACIAS POR SU COMPRA\\nArchivado\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["131777562"],"invoice_ids":["inv_92a686c2d71645322ab7"],"observation_id":"obs_04213223b7ec03729939","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.83,"augmentation_metadata":{"downscale_factor":0.856,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.896,"brightness_factor":1.025,"blur_sigma":0.114,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.19,"jpeg_quality":83,"documents":[{"rotation_deg":-0.17,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1309482958990248724,"difficulty":"hard","split":"validation"}
{"image":"images/607_000275.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130099332\",\"ncf\":\"E443112593474\",\"fecha_comprobante\":\"20250405\",\"monto_facturado\":5128.00,\"itbis_facturado\":923.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6051.04,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSTRUCTORA ARNHEM\\nRNC EMISOR: 101661062\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESTANCIAS DONA SOFIA S A\\nRNC CLIENTE: 130099332\\nFACTURA DE CREDITO FISCAL\\nNCF: E443112593474\\nFACTURA NO.: 3508414\\nAUTORIZACION: 575953405\\nTELEFONO: 809-509-8152\\nFECHA: 05/04/2025  HORA: 19:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,128.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,128.00\\nITBIS 18% RD$         923.04\\nTOTAL RD$           6,051.04\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3304776\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 80745593\\nCA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101661062"],"invoice_ids":["inv_57d95e5ec1928a942a13"],"observation_id":"obs_12d1ddd90b7bd244f6e7","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.68,"augmentation_metadata":{"downscale_factor":0.808,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.881,"brightness_factor":1.075,"blur_sigma":0.569,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.24,"jpeg_quality":79,"documents":[{"rotation_deg":-0.418,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"CA"}]},"num_invoices":1,"seed":1161897318905469962,"difficulty":"hard","split":"train"}
{"image":"images/606_000276.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130395731\",\"ncf\":\"B0126483790\",\"fecha_comprobante\":\"20240508\",\"monto_facturado_servicios\":1212.95,\"monto_facturado_bienes\":17188.94,\"itbis_facturado\":3312.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133516705\",\"ncf\":\"E444509316575\",\"fecha_comprobante\":\"20250206\",\"monto_facturado_servicios\":345.50,\"monto_facturado_bienes\":12273.00,\"itbis_facturado\":2271.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"D MEDRACOLD, S. A.\\nD MEDRACOLD S A\\nRNC 130395731\\nCLIENTE: FUNPOMIER DESARROLLO ECOTURISTICO\\nRNC CLIENTE: 430446025\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0126483790\\nFACTURA NO.: 1349811\\nAUTORIZACION: 108007205\\nTELEFONO: 809-590-3580\\nFECHA: 08/05/2024  HORA: 09:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,212.95\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,578.99\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     816.95\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,793.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,401.89\\nITBIS 18% RD$       3,312.34\\nTOTAL RD$          21,714.23\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6288887\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 58457684\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDMS\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nYO SI REPARO\\nYO SI REPARO SRL\\nRNC 133516705\\nCLIENTE: GERALD DOMINGO DE LA CRUZ WILLIAMS\\nRNC CLIENTE: 40230583771\\nFACTURA DE CREDITO FISCAL\\nNCF E444509316575\\nFACTURA NO.: 5371059\\nAUTORIZACION: 929738810\\nTELEFONO: 809-814-4197\\nFECHA: 06/02/2025  HORA: 13:38\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  4,938.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,495.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    345.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  5,840.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       12,618.50\\nIMPUESTO ITBIS RD$       2,271.33\\nTOTAL RD$          14,889.83\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 192060\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130395731","133516705"],"invoice_ids":["inv_e35e4eb7886fbbffe06c","inv_18ee5f9d1d394d1a97d3"],"observation_id":"obs_b69f5f234c82946f5062","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.49,"augmentation_metadata":{"downscale_factor":0.857,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.702,"brightness_factor":1.077,"blur_sigma":0.36,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":62.1,"jpeg_quality":90,"documents":[{"rotation_deg":1.469,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.085,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DMS"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5145393217046642737,"difficulty":"hard","split":"train"}
{"image":"images/607_000277.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02301312639\",\"ncf\":\"E449038892359\",\"fecha_comprobante\":\"20240426\",\"monto_facturado\":793.99,\"itbis_facturado\":142.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":936.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DONG FANG STEAM TURBINE WORKS\\nRNC EMISOR: 124025893\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LEONEL GOMEZ GARCIA\\nRNC CLIENTE: 02301312639\\nFACTURA DE CREDITO FISCAL\\nNCF: E449038892359\\nFACTURA NO.: 5476159\\nAUTORIZACION: 429458101\\nTELEFONO: 809-459-5546\\nFECHA: 26/04/2024  HORA: 14:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     793.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$          793.99\\nITBIS 18% RD$         142.92\\nTOTAL RD$             936.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6743581\\nGRACIAS POR SU COMPRA\\nDFS\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["124025893"],"invoice_ids":["inv_1384c1a22dd46b49783f"],"observation_id":"obs_31adec028f5007cc2223","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":12.07,"augmentation_metadata":{"downscale_factor":0.758,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.853,"brightness_factor":0.921,"blur_sigma":0.643,"crop_applied":false,"camera_distance_factors":[0.973],"legibility_scale_corrections":[0.0],"final_contrast_stddev":34.04,"jpeg_quality":82,"documents":[{"rotation_deg":1.995,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"DFS"}]},"num_invoices":1,"seed":9509741120427453891,"difficulty":"medium","split":"validation"}
{"image":"images/606_000278.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130954909\",\"ncf\":\"B0139816137\",\"fecha_comprobante\":\"20241022\",\"monto_facturado_servicios\":186000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33480.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"BUSINESS PRINTING EXPERIENCE BPE\\nBUSINESS PRINTING EXPERIENCE BPE SRL\\nRNC 130954909\\nCLIENTE: D DALHAR C POR A\\nRNC CLIENTE: 101855071\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0139816137\\nFACTURA NO.: 4819385\\nAUTORIZACION: 86546819\\nTELEFONO: 809-790-3075\\nFECHA: 22/10/2024  HORA: 16:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   57,000.00\\n    1  CASO      REPRESENTACION LEGAL        88,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       41,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      186,000.00\\nITBIS RD$      33,480.00\\nTOTAL RD$         219,480.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5424164\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 80305979\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130954909"],"invoice_ids":["inv_8d14d97861ae98596ec9"],"observation_id":"obs_7f64d2356da56ea1ac01","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.65,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.873,"brightness_factor":0.936,"blur_sigma":0.526,"crop_applied":false,"camera_distance_factors":[0.908],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.94,"jpeg_quality":74,"documents":[{"rotation_deg":3.392,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13009314082447896544,"difficulty":"medium","split":"train"}
{"image":"images/607_000279.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130626332\",\"ncf\":\"E321759424871\",\"fecha_comprobante\":\"20240505\",\"monto_facturado\":24795.25,\"itbis_facturado\":4463.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":29258.40,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131204171\",\"ncf\":\"E320548288198\",\"fecha_comprobante\":\"20250831\",\"monto_facturado\":8962.99,\"itbis_facturado\":1613.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":10576.33}],\"ocr\":\"BUGGY DOWN JARABACOA\\nRNC EMISOR: 133640538\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YVES JEAN JN LOUIS\\nRNC CLIENTE: 130626332\\nFACTURA DE CREDITO FISCAL\\nNCF: E321759424871\\nFACTURA NO.: 9589638\\nAUTORIZACION: 736611161\\nTELEFONO: 809-702-6635\\nFECHA: 05/05/2024  HORA: 13:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     SERVICIO DE TRANSPORTE      18,385.50\\n    5  VIAJE     SERVICIO DE MENSAJERIA       6,409.75\\n----------------------------------------------\\nSUBTOTAL RD$       24,795.25\\nITBIS 18% RD$       4,463.15\\nTOTAL RD$          29,258.40\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5366963\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 28261216\\nDETALLE DE SERVICIOS\\nProcesado\\n\\n--- FACTURA ---\\n\\nTITANBLUE INVESTMENT\\nRNC EMISOR: 131321692\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARBACO SRL\\nRNC CLIENTE: 131204171\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320548288198\\nFACTURA NO.: 3454030\\nAUTORIZACION: 632586893\\nTELEFONO: 809-743-2426\\nFECHA: 31/08/2025  HORA: 14:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,672.99\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,290.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,962.99\\nITBIS RD$       1,613.34\\nTOTAL RD$          10,576.33\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 984669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 30589603\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[4,11],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133640538","131321692"],"invoice_ids":["inv_cbdb495940b42ce992df","inv_f9d4c0643472c4739e30"],"observation_id":"obs_9c30dc7559b467afdaf9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.62,"augmentation_metadata":{"downscale_factor":0.605,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.026,"brightness_factor":0.972,"blur_sigma":0.597,"crop_applied":false,"camera_distance_factors":[0.995,0.956],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":64.05,"jpeg_quality":76,"documents":[{"rotation_deg":0.154,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.665,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5460474042257589715,"difficulty":"medium","split":"validation"}
{"image":"images/606_000280.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130830967\",\"ncf\":\"B0131726561\",\"fecha_comprobante\":\"20250519\",\"monto_facturado_servicios\":19297.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3473.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"P C MEGA TRASNPORT\\nP C MEGA TRASNPORT SRL\\nRNC EMISOR: 130830967\\nCLIENTE: DANIEL EMILIO PENA MEJIA\\nRNC CLIENTE: 130641676\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0131726561\\nFACTURA NO.: 2586312\\nAUTORIZACION: 284800233\\nTELEFONO: 809-241-1642\\nFECHA: 19/05/2025  HORA: 18:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  ALQUILER DE VEHICULO\\n                                  14,956.00\\n    3  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   4,341.00\\n-------------------------------------------\\nSUB-TOTAL RD$       19,297.00\\nITBIS RD$       3,473.46\\nTOTAL RD$          22,770.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4670071\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 95463031\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["130830967"],"invoice_ids":["inv_091fbfd78b05a061c290"],"observation_id":"obs_9f87f5a984f82d5384f4","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":9.45,"augmentation_metadata":{"downscale_factor":0.598,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.929,"brightness_factor":1.071,"blur_sigma":0.262,"crop_applied":false,"camera_distance_factors":[0.927],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.55,"jpeg_quality":87,"documents":[{"rotation_deg":-0.747,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8722526203119069713,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 78022570\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFRANCISCO ANTIGUA CABRAL\\nFRANCISCO ANTIGUA CABRAL\\nRNC 00107926958\\nCLIENTE: CANAFY EIRL\\nRNC CLIENTE: 131285961\\nFACTURA DE CREDITO FISCAL\\nNCF E441315480738\\nFACTURA NO.: 7608648\\nAUTORIZACION: 412281698\\nTELEFONO: 809-822-3744\\nFECHA: 13/11/2024  HORA: 19:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  FUNDA     CEMENTO GRIS 42.5 KG         1,045.00\\n    1  UNIDAD    INTERRUPTOR SENCILLO            90.00\\n    5  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      810.00\\n   32  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    2,176.00\\n    5  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS      695.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,816.00\\nIMPUESTO ITBIS RD$         866.88\\nTOTAL RD$           5,682.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4839065\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nJOSE RAMON DE LA CRUZ DE LA CRUZ\\nJOSE RAMON DE LA CRUZ DE LA CRUZ\\nRNC 00111655270\\nCLIENTE: KAC CESPEDES BEAUTY CENTER SRL\\nRNC CLIENTE: 132138953\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0292312222\\nFACTURA NO.: 6394009\\nAUTORIZACION: 959958383\\nTELEFONO: 809-676-4839\\nFECHA: 27/08/2025  HORA: 10:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,255.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     863.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,501.97\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     715.99\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,352.50\\n-------------------------------------------\\nSUBTOTAL RD$       16,688.46\\nIMPUESTO ITBIS RD$       3,003.92\\nTOTAL RD$          19,692.38\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3135459\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 24880937\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo a oficina\"}","template_ids":[4,10,5],"business_categories":["profesional","construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["00111138145","00107926958","00111655270"],"invoice_ids":["inv_7651d63f61b6e6500398","inv_d04e8e7d2a4d250dff12","inv_d6d40703f44eb3ec6dfb"],"observation_id":"obs_b8d100be9965984fa97b","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.735,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.912,"brightness_factor":0.943,"blur_sigma":0.195,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":51.67,"jpeg_quality":86,"documents":[{"rotation_deg":-1.047,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.873,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.821,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11495885173259906374,"difficulty":"hard","split":"train"}
{"image":"images/607_000289.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130519641\",\"ncf\":\"E441762210441\",\"fecha_comprobante\":\"20251008\",\"monto_facturado\":2415.00,\"itbis_facturado\":434.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2849.70,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRALEGA\\nRNC EMISOR: 132853326\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMILU C POR A\\nRNC CLIENTE: 130519641\\nFACTURA DE CREDITO FISCAL\\nNCF E441762210441\\nFACTURA NO.: 7404840\\nAUTORIZACION: 566567970\\nTELEFONO: 809-572-5113\\nFECHA: 08/10/2025  HORA: 17:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,415.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,415.00\\nITBIS 18% RD$         434.70\\nTOTAL RD$           2,849.70\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7635094\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 41206076\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132853326"],"invoice_ids":["inv_d8261502c5be988295ad"],"observation_id":"obs_ae796776f31a877ae08b","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.01,"augmentation_metadata":{"downscale_factor":0.921,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":0.986,"brightness_factor":0.974,"blur_sigma":0.011,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.88,"jpeg_quality":96,"documents":[{"rotation_deg":0.271,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13537768564238616763,"difficulty":"light","split":"train"}
{"image":"images/606_000290.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03101121741\",\"ncf\":\"B0286506968\",\"fecha_comprobante\":\"20240517\",\"monto_facturado_servicios\":22000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"OFICINA DE ABOGADO LIC. ANTONIO AQUINO\\nCARMEN ZULEIKA AQUINO LOPEZ\\nRNC: 03101121741\\nCLIENTE: FIDEICOMISO INMOBILARIO DE VIVIENDAS RE\\nRNC CLIENTE: 131830562\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0286506968\\nFACTURA NO.: 5982265\\nAUTORIZACION: 369439795\\nTELEFONO: 809-931-1479\\nFECHA: 17/05/2024  HORA: 20:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       22,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,000.00\\nITBIS RD$           0.00\\nTOTAL RD$          22,000.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 8317135\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 33340160\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03101121741"],"invoice_ids":["inv_c79dab40d2b31cf8c2dc"],"observation_id":"obs_38d5f0395f19b1f20285","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.946,"brightness_factor":0.994,"blur_sigma":0.05,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":92,"documents":[{"rotation_deg":-0.254,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7082705899123038835,"difficulty":"light","split":"train"}
{"image":"images/607_000291.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132071247\",\"ncf\":\"E316270299854\",\"fecha_comprobante\":\"20240103\",\"monto_facturado\":2238.94,\"itbis_facturado\":403.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":2641.95,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JEAN CARLOS ALMONTE\\nRNC EMISOR: 131161652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELEVA INVERSIONES SRL\\nRNC CLIENTE: 132071247\\nFACTURA DE CREDITO FISCAL\\nNCF: E316270299854\\nFACTURA NO.: 7898133\\nAUTORIZACION: 13903946\\nTELEFONO: 809-972-4418\\nFECHA: 03/01/2024  HORA: 14:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     703.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     319.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,215.95\\n-------------------------------------------\\nSUBTOTAL RD$        2,238.94\\nITBIS RD$         403.01\\nTOTAL RD$           2,641.95\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4678781\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 40002638\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131161652"],"invoice_ids":["inv_d70853bb5c65909aeb64"],"observation_id":"obs_08e50cdd7f833f41d7a1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.722,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":0.944,"brightness_factor":0.853,"blur_sigma":0.492,"crop_applied":false,"camera_distance_factors":[0.895],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.82,"jpeg_quality":81,"documents":[{"rotation_deg":-0.033,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":748879933813471003,"difficulty":"medium","split":"train"}
{"image":"images/606_000292.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00111214755\",\"ncf\":\"B1508377428\",\"fecha_comprobante\":\"20240619\",\"monto_facturado_servicios\":2457.00,\"monto_facturado_bienes\":1503.00,\"itbis_facturado\":712.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"09700036776\",\"ncf\":\"B0144118386\",\"fecha_comprobante\":\"20250709\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":35941.85,\"itbis_facturado\":6469.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"430175201\",\"ncf\":\"B0274059929\",\"fecha_comprobante\":\"20241105\",\"monto_facturado_servicios\":1398.00,\"monto_facturado_bienes\":7264.00,\"itbis_facturado\":1559.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130836442\",\"ncf\":\"E321350051485\",\"fecha_comprobante\":\"20240726\",\"monto_facturado_servicios\":270500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":48690.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"SANTO GUERRERO DE LA CRUZ\\nSANTO GUERRERO DE LA CRUZ\\nRNC 00111214755\\nCLIENTE: ARMERIA PEFESA & ASOCIADOS S A\\nRNC CLIENTE: 130284202\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1508377428\\nFACTURA NO.: 4345528\\nAUTORIZACION: 187728650\\nTELEFONO: 809-447-8065\\nFECHA: 19/06/2024  HORA: 15:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    FILTRO DE ACEITE               606.00\\n    1  UNIDAD    ACEITE DE MOTOR                897.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     2,457.00\\n----------------------------------------------\\nSUB-TOTAL RD$        3,960.00\\nITBIS 18% RD$         712.80\\nTOTAL RD$           4,672.80\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 607358\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nPOLLERA BRITO\\nNOEL BRITO\\nRNC EMISOR: 09700036776\\nCLIENTE: OMNIBUSES ALIADOS DOM S A\\nRNC CLIENTE: 101201411\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0144118386\\nFACTURA NO.: 4054409\\nAUTORIZACION: 849373017\\nTELEFONO: 809-215-2352\\nFECHA: 09/07/2025  HORA: 15:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,627.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     273.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,041.85\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  27,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       35,941.85\\nIMPUESTO ITBIS RD$       6,469.53\\nTOTAL RD$          42,411.38\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1808848\\nGRACIAS POR SU COMPRA\\nEntregado\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO LOS MAESTROS ANA\\nJUNTA DE CENTRO EDUCATIVO LOS MAESTROS ANA E ABI\\nRNC 430175201\\nCLIENTE: RECURSOS HUMANOS DOMINICANOS SA\\nRNC CLIENTE: 101046546\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0274059929\\nFACTURA NO.: 4317673\\nAUTORIZACION: 874184687\\nTELEFONO: 809-698-2859\\nFECHA: 05/11/2024  HORA: 19:13\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    764.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  3,140.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  3,360.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,398.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        8,662.00\\nITBIS RD$       1,559.16\\nTOTAL RD$          10,221.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8921351\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 84930016\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEXODUS ISLAND VENTURES INC\\nEXODUS ISLAND VENTURES INC\\nRNC: 130836442\\nCLIENTE: NANCY ALTAGRACIA               HERNANDE\\nRNC CLIENTE: 05000372960\\nFACTURA DE CREDITO FISCAL\\nNCF E321350051485\\nFACTURA NO.: 7905214\\nAUTORIZACION: 528274921\\nTELEFONO: 809-493-2849\\nFECHA: 26/07/2024  HORA: 14:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         20,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   29,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    40,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      144,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    37,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      270,500.00\\nITBIS 18% RD$      48,690.00\\nTOTAL RD$         319,190.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4665082\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 39537995\\nDETALLE DE SERVICIOS\\nOK\"}","template_ids":[6,5,9,4],"business_categories":["automotriz","comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00111214755","09700036776","430175201","130836442"],"invoice_ids":["inv_d0b2fc11a9109dac9c90","inv_34e1b65a3f40a96f3714","inv_02c5a593ecbea2ff256e","inv_b2e50bc7aa416bca663b"],"observation_id":"obs_3acf8ae271cbfe1ba507","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.984,"brightness_factor":0.992,"blur_sigma":0.013,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":24.42,"jpeg_quality":95,"documents":[{"rotation_deg":-0.297,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.158,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.615,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.14,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":11441213605719395232,"difficulty":"very_hard","split":"train"}
{"image":"images/607_000293.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130852731\",\"ncf\":\"B1413920654\",\"fecha_comprobante\":\"20241102\",\"monto_facturado\":11919.00,\"itbis_facturado\":2145.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":14064.42,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CENTRO COMERCIAL CARLOS GUERRERO ULLOA\\nRNC EMISOR: 03300267428\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES CORD DEL ESTE SRL\\nRNC CLIENTE: 130852731\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1413920654\\nFACTURA NO.: 4518025\\nAUTORIZACION: 388414648\\nTELEFONO: 809-295-2262\\nFECHA: 02/11/2024  HORA: 15:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,919.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,919.00\\nITBIS 18% RD$       2,145.42\\nTOTAL RD$          14,064.42\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6433622\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 46167028\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03300267428"],"invoice_ids":["inv_d4cf5a112f953bf13654"],"observation_id":"obs_174509d1de949f03a22f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.896,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":0.963,"brightness_factor":0.973,"blur_sigma":0.049,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.26,"jpeg_quality":93,"documents":[{"rotation_deg":0.681,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7970343014101150021,"difficulty":"light","split":"validation"}
{"image":"images/606_000294.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130983003\",\"ncf\":\"E326726890603\",\"fecha_comprobante\":\"20250910\",\"monto_facturado_servicios\":406.00,\"monto_facturado_bienes\":53544.00,\"itbis_facturado\":9711.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":55.90,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INVERSIONES ROSA M PERALTA SRL\\nINVERSIONES ROSA M PERALTA SRL\\nRNC EMISOR: 130983003\\nCLIENTE: ALM PARADISE PROPERTY ESTABLISHMENT\\nRNC CLIENTE: 133606798\\nFACTURA DE CREDITO FISCAL\\nNCF E326726890603\\nFACTURA NO.: 2124531\\nAUTORIZACION: 618935353\\nTELEFONO: 809-699-3222\\nFECHA: 10/09/2025  HORA: 19:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO         8,845.00\\n    5  UNIDAD    MATERIAL DE OFICINA          8,310.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            406.00\\n    5  UNIDAD    EQUIPO ELECTRICO            35,195.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,194.00\\n----------------------------------------------\\nSUBTOTAL RD$       53,950.00\\nITBIS RD$       9,711.00\\nOTROS IMPUESTOS RD$      55.90\\nTOTAL RD$          63,716.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2248269\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 58688211\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nProcesado\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130983003"],"invoice_ids":["inv_bf1c7ba0fcc6f26f7fbc"],"observation_id":"obs_099b139e9d74a1c3c4a1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":5.98,"augmentation_metadata":{"downscale_factor":0.855,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":1.09,"brightness_factor":1.047,"blur_sigma":0.728,"crop_applied":true,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":24.57,"jpeg_quality":88,"documents":[{"rotation_deg":-1.242,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9985621358324173470,"difficulty":"medium","split":"test"}
{"image":"images/607_000295.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00108652314\",\"ncf\":\"E317368323400\",\"fecha_comprobante\":\"20250629\",\"monto_facturado\":76500.00,\"itbis_facturado\":13770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":41.66,\"monto_propina_legal\":0.00,\"efectivo\":90311.66,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GLORIA STEPHANIE CRUZ TOLENTINO\\nRNC EMISOR: 40224719498\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IGNASIO UREÑA MOREL\\nRNC CLIENTE: 00108652314\\nFACTURA DE CREDITO FISCAL\\nNCF: E317368323400\\nFACTURA NO.: 5247761\\nAUTORIZACION: 212754711\\nTELEFONO: 809-506-4991\\nFECHA: 29/06/2025  HORA: 11:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  11,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  65,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       76,500.00\\nITBIS RD$      13,770.00\\nOTROS IMPUESTOS RD$      41.66\\nTOTAL RD$          90,311.66\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4403855\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40224719498"],"invoice_ids":["inv_bcfe37ea2761a6491a20"],"observation_id":"obs_09bf6ca98a2017e445d6","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":12.0,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.991,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":97,"documents":[{"rotation_deg":0.026,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10269091696617179845,"difficulty":"clean","split":"train"}
{"image":"images/606_000296.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132022505\",\"ncf\":\"B1587473296\",\"fecha_comprobante\":\"20241112\",\"monto_facturado_servicios\":1791.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":322.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"05300393047\",\"ncf\":\"B0297500191\",\"fecha_comprobante\":\"20250922\",\"monto_facturado_servicios\":1081.00,\"monto_facturado_bienes\":36660.00,\"itbis_facturado\":6793.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00116781485\",\"ncf\":\"E441271308702\",\"fecha_comprobante\":\"20251107\",\"monto_facturado_servicios\":123000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CARELAND INTERCOMERCIAL\\nCARELAND INTERCOMERCIAL SRL\\nRNC EMISOR: 132022505\\nCLIENTE: BEATRIZ DEL CARMEN FERNANDEZ GOMEZ\\nRNC CLIENTE: 03101740896\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1587473296\\nFACTURA NO.: 7945404\\nAUTORIZACION: 688947901\\nTELEFONO: 809-339-6459\\nFECHA: 12/11/2024  HORA: 12:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,791.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,791.00\\nIMPUESTO ITBIS RD$         322.38\\nTOTAL RD$           2,113.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6922990\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 62904380\\n\\n--- FACTURA ---\\n\\nMABEL BARINAS VIZCAINO\\nMABEL BARINAS VIZCAINO\\nRNC 05300393047\\nCLIENTE: RAMON ANTONIO COLON BAUTISTA\\nRNC CLIENTE: 05600791866\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0297500191\\nFACTURA NO.: 5640649\\nAUTORIZACION: 908887069\\nTELEFONO: 809-505-9675\\nFECHA: 22/09/2025  HORA: 10:57\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 21,308.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,081.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    439.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                  9,693.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  5,220.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       37,741.00\\nIMPUESTO ITBIS RD$       6,793.38\\nTOTAL RD$          44,534.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8959640\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 19222595\\n\\n--- FACTURA ---\\n\\nGRENILDA ALTAGRACIA LUGO LIZAN\\nGRENILDA ALTAGRACIA LUGO LIZAN\\nRNC EMISOR: 00116781485\\nCLIENTE: JHOANNY MATEO FILPO\\nRNC CLIENTE: 10600064215\\nFACTURA DE CREDITO FISCAL\\nNCF: E441271308702\\nFACTURA NO.: 1002813\\nAUTORIZACION: 296907773\\nTELEFONO: 809-304-6003\\nFECHA: 07/11/2025  HORA: 18:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        92,500.00\\n    1  VISITA    INSPECCION TECNICA          22,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       8,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      123,000.00\\nITBIS RD$           0.00\\nTOTAL RD$         123,000.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8529243\\nGRACIAS POR SU COMPRA\\nGAL\"}","template_ids":[5,9,2],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132022505","05300393047","00116781485"],"invoice_ids":["inv_09598e5da8c57e31b3f9","inv_67bc7a03535926e42819","inv_790987e24831b055d0fa"],"observation_id":"obs_71e441b5ff2b2bbbd2e1","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.916,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.054,"brightness_factor":0.988,"blur_sigma":0.026,"crop_applied":false,"camera_distance_factors":[0.957,0.995,0.986],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":77.9,"jpeg_quality":88,"documents":[{"rotation_deg":-0.361,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.233,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.061,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"GAL"}]},"num_invoices":3,"seed":10005796107713703730,"difficulty":"hard","split":"train"}
{"image":"images/607_000297.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00100664267\",\"ncf\":\"E449073356102\",\"fecha_comprobante\":\"20251020\",\"monto_facturado\":19159.00,\"itbis_facturado\":3448.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14161.32,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8446.30,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ANTONIO SANTANA\\nRNC EMISOR: 02800071421\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAUL FRANCISCO RAMON A FELIX\\nBELTRAN\\nRNC CLIENTE: 00100664267\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449073356102\\nFACTURA NO.: 2685295\\nAUTORIZACION: 698387240\\nTELEFONO: 809-404-2394\\nFECHA: 20/10/2025  HORA: 10:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  VIAJE     SERVICIO DE MENSAJERIA\\n                                     891.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   7,487.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  10,781.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,159.00\\nITBIS 18% RD$       3,448.62\\nTOTAL RD$          22,607.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6288320\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 29287576\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["02800071421"],"invoice_ids":["inv_afa7b0baafe5df4a7a43"],"observation_id":"obs_e617ea8ed5287d6a3a1c","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.45,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.581,"brightness_factor":1.091,"blur_sigma":0.359,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.37,"jpeg_quality":82,"documents":[{"rotation_deg":0.146,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9286053736054356369,"difficulty":"hard","split":"train"}
{"image":"images/606_000298.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02301322794\",\"ncf\":\"B0175582115\",\"fecha_comprobante\":\"20250405\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":43760.00,\"itbis_facturado\":7876.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"ALEJANDRO DIAZ ZORRILLA\\nALEJANDRO DIAZ ZORRILLA\\nRNC 02301322794\\nCLIENTE: MOVIMIENTO APOSTOLICO E IGLESIA\\nPAN DE\\nRNC CLIENTE: 430402011\\nFACTURA DE CREDITO FISCAL\\nNCF B0175582115\\nFACTURA NO.: 8451134\\nAUTORIZACION: 137467832\\nTELEFONO: 809-872-1199\\nFECHA: 05/04/2025  HORA: 09:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  30,096.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,940.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,800.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,924.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       43,760.00\\nITBIS RD$       7,876.80\\nTOTAL RD$          51,636.80\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 8433083\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02301322794"],"invoice_ids":["inv_4580477859938bfe96eb"],"observation_id":"obs_f946062ac9d675359b25","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":0.926,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.975,"brightness_factor":0.998,"blur_sigma":0.215,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.56,"jpeg_quality":92,"documents":[{"rotation_deg":-0.492,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11316833624058706037,"difficulty":"light","split":"train"}
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{"image":"images/606_000300.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00107845679\",\"ncf\":\"B1592150127\",\"fecha_comprobante\":\"20240114\",\"monto_facturado_servicios\":80000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14400.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"132983009\",\"ncf\":\"E457122076276\",\"fecha_comprobante\":\"20250731\",\"monto_facturado_servicios\":153000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27540.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"RAFAEL LUIS MARTINEZ BAEZ\\nRAFAEL LUIS MARTINEZ BAEZ\\nRNC 00107845679\\nCLIENTE: H&L GREENS SRL\\nRNC CLIENTE: 133571749\\nFACTURA DE CREDITO FISCAL\\nNCF B1592150127\\nFACTURA NO.: 1618691\\nAUTORIZACION: 936561221\\nTELEFONO: 809-727-8121\\nFECHA: 14/01/2024  HORA: 08:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  80,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       80,000.00\\nITBIS RD$      14,400.00\\nTOTAL RD$          94,400.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3916347\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 69710769\\n\\n--- FACTURA ---\\n\\nDISENOS SOSTENIBLE DISOST\\nDISENOS SOSTENIBLE DISOST SRL\\nRNC 132983009\\nCLIENTE: VIP REAL ESTATE GUIKATH SRL\\nRNC CLIENTE: 132124472\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457122076276\\nFACTURA NO.: 1724549\\nAUTORIZACION: 22720058\\nTELEFONO: 809-941-4038\\nFECHA: 31/07/2025  HORA: 20:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  29,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  44,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  80,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      153,000.00\\nIMPUESTO ITBIS RD$      27,540.00\\nTOTAL RD$         180,540.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 8729797\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 74472903\"}","template_ids":[1,5],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107845679","132983009"],"invoice_ids":["inv_b98f8b025c31d406f846","inv_716a6a36ac4b00ea8f5b"],"observation_id":"obs_c46455083cec47d6d156","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":7.18,"augmentation_metadata":{"downscale_factor":0.799,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.602,"brightness_factor":1.107,"blur_sigma":0.32,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":84,"documents":[{"rotation_deg":-0.081,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.686,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11101821389487754637,"difficulty":"hard","split":"train"}
{"image":"images/607_000301.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130075719\",\"ncf\":\"B0101732223\",\"fecha_comprobante\":\"20250906\",\"monto_facturado\":131000.00,\"itbis_facturado\":23580.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":15.86,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":154595.86,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES MARIA\\nRNC EMISOR: 06000226289\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MR INTERNATIONAL S A\\nRNC CLIENTE: 130075719\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0101732223\\nFACTURA NO.: 4884990\\nAUTORIZACION: 498755897\\nTELEFONO: 809-448-5934\\nFECHA: 06/09/2025  HORA: 08:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   6,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 125,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      131,000.00\\nITBIS RD$      23,580.00\\nOTROS IMPUESTOS RD$      15.86\\nTOTAL RD$         154,595.86\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4912859\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 58422075\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["06000226289"],"invoice_ids":["inv_d912ea30195c54a49e33"],"observation_id":"obs_249c56e0958bf0f9aab3","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.09,"augmentation_metadata":{"downscale_factor":0.795,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":1.006,"brightness_factor":0.958,"blur_sigma":0.318,"crop_applied":false,"camera_distance_factors":[0.91],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.19,"jpeg_quality":81,"documents":[{"rotation_deg":0.027,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5950080125234795058,"difficulty":"medium","split":"train"}
{"image":"images/606_000302.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02601310465\",\"ncf\":\"E453170563154\",\"fecha_comprobante\":\"20240928\",\"monto_facturado_servicios\":244832.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":44069.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131934102\",\"ncf\":\"B1576156035\",\"fecha_comprobante\":\"20240111\",\"monto_facturado_servicios\":138875.96,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24997.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MAYERLYN PEREZ SARMIENTO\\nMAYERLYN PEREZ SARMIENTO\\nRNC 02601310465\\nCLIENTE: COMERCIALIZADORA RADO S A\\nRNC CLIENTE: 102325936\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453170563154\\nFACTURA NO.: 3053530\\nAUTORIZACION: 712479420\\nTELEFONO: 809-886-9324\\nFECHA: 28/09/2024  HORA: 09:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 145,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  24,000.00\\n   21  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  31,332.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  44,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      244,832.00\\nITBIS RD$      44,069.76\\nTOTAL RD$         288,901.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6778408\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPUNTA PARAISO TOURS\\nPUNTA PARAISO TOURS SRL\\nRNC EMISOR: 131934102\\nCLIENTE: JOCABED GARCIA RODRIGUEZ\\nRNC CLIENTE: 40221817550\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1576156035\\nFACTURA NO.: 5202064\\nAUTORIZACION: 721851822\\nTELEFONO: 809-671-8342\\nFECHA: 11/01/2024  HORA: 16:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  VIAJE     SERVICIO DE MENSAJERIA\\n                                   5,932.00\\n    4  VIAJE     TRANSPORTE DE CARGA\\n                                 132,943.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$      138,875.96\\nITBIS RD$      24,997.67\\nTOTAL RD$         163,873.63\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1113187\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,0],"business_categories":["profesional","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02601310465","131934102"],"invoice_ids":["inv_870128451682db0745aa","inv_d69f193ce72b3839afaf"],"observation_id":"obs_286510c7227d7ca6e38f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":7.97,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.945,"brightness_factor":1.018,"blur_sigma":0.036,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.34,"jpeg_quality":93,"documents":[{"rotation_deg":0.179,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.557,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6993786555623338997,"difficulty":"medium","split":"train"}
{"image":"images/607_000303.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40228244055\",\"ncf\":\"E327357233629\",\"fecha_comprobante\":\"20251016\",\"monto_facturado\":2570.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2570.99,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133241625\",\"ncf\":\"B1421089347\",\"fecha_comprobante\":\"20251101\",\"monto_facturado\":5089.50,\"itbis_facturado\":916.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6005.61,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130668485\",\"ncf\":\"E316076394625\",\"fecha_comprobante\":\"20250407\",\"monto_facturado\":162806.95,\"itbis_facturado\":29305.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":35.36,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":192147.56,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SANDY BARBERSHOP\\nRNC EMISOR: 03105228955\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YAFREISY TRINIDAD MEJIAS\\nRNC CLIENTE: 40228244055\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327357233629\\nFACTURA NO.: 7982749\\nAUTORIZACION: 771708387\\nTELEFONO: 809-761-8096\\nFECHA: 16/10/2025  HORA: 17:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO\\n                                     885.99\\n    1  SERVICIO  CORTE Y PEINADO\\n                                   1,685.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,570.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           2,570.99\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6798878\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 83698592\\n\\n--- FACTURA ---\\n\\nAUTO SERVICIO TREMO\\nRNC EMISOR: 131998763\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DAMIKA PHARMA EIRL\\nRNC CLIENTE: 133241625\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1421089347\\nFACTURA NO.: 8344767\\nAUTORIZACION: 815922159\\nTELEFONO: 809-970-7626\\nFECHA: 01/11/2025  HORA: 17:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         2,322.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         2,349.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            418.50\\n----------------------------------------------\\nSUB-TOTAL RD$        5,089.50\\nITBIS 18% RD$         916.11\\nTOTAL RD$           6,005.61\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 344137\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 78040091\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nRAMON ANTONIO GUZMAN\\nRNC EMISOR: 05500294227\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AISAAC DYNAMIC SOLUTIONS S R L\\nRNC CLIENTE: 130668485\\nFACTURA DE CREDITO FISCAL\\nNCF: E316076394625\\nFACTURA NO.: 0155297\\nAUTORIZACION: 861551291\\nTELEFONO: 809-226-5628\\nFECHA: 07/04/2025  HORA: 17:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  SERVICIO  GESTION LOGISTICA          129,714.95\\n    1  SERVICIO  ALQUILER DE VEHICULO         4,062.00\\n    5  VIAJE     SERVICIO DE TRANSPORTE      29,030.00\\n----------------------------------------------\\nSUBTOTAL RD$      162,806.95\\nITBIS RD$      29,305.25\\nOTROS IMPUESTOS RD$      35.36\\nTOTAL RD$         192,147.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4555837\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,10,13],"business_categories":["belleza","comercio_general","transporte"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03105228955","131998763","05500294227"],"invoice_ids":["inv_470af40cd3738ca5fbf5","inv_84f6e314f3b2e1fedb76","inv_0d9c8f6db1a86e048571"],"observation_id":"obs_20eefbb869621935ed20","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.994,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.07,"jpeg_quality":98,"documents":[{"rotation_deg":0.075,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.126,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.07,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3592213808456203383,"difficulty":"hard","split":"train"}
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CABRERA INFANT\\nRNC CLIENTE: 03700129681\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0273337938\\nFACTURA NO.: 5170051\\nAUTORIZACION: 643480507\\nTELEFONO: 809-713-6712\\nFECHA: 30/12/2025  HORA: 12:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      116,947.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       33,218.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$      150,165.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$         150,165.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7723443\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 22223060\\nRESUMEN\\nPAGADO\\nPagado\\n\\n--- FACTURA ---\\n\\nBLAXER\\nBLUE LAXER C POR A\\nRNC EMISOR: 130651604\\nCLIENTE: TESCOTT INVESTMENTS SRL\\nRNC CLIENTE: 131426123\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326648162593\\nFACTURA NO.: 6776775\\nAUTORIZACION: 393877077\\nTELEFONO: 809-830-2847\\nFECHA: 07/09/2025  HORA: 10:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  AJUSTE Y CONFECCION\\n                                   2,102.50\\n-------------------------------------------\\nSUBTOTAL RD$        2,102.50\\nITBIS 18% RD$         378.45\\nTOTAL RD$           2,480.95\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9911635\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 12935366\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCS A&A CONSTRUCCIONES\\nCS A&A CONSTRUCCIONES SRL\\nRNC EMISOR: 133494175\\nCLIENTE: EDGAR LUIS                     DE\\nLA CR\\nRNC CLIENTE: 22500649938\\nFACTURA DE CREDITO FISCAL\\nNCF: E454485973100\\nFACTURA NO.: 4872686\\nAUTORIZACION: 690606309\\nTELEFONO: 809-805-3207\\nFECHA: 30/06/2024  HORA: 12:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,668.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,435.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,338.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,441.50\\nITBIS RD$       4,039.47\\nTOTAL RD$          26,480.97\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2576532\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 62352876\\nCAA\"}","template_ids":[4,12,5,0],"business_categories":["profesional","inmobiliario","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["133118416","130331073","130651604","133494175"],"invoice_ids":["inv_19a7681c11a255913eb6","inv_9b19224522c5694419ee","inv_fc688c83d58440c65701","inv_81621246d421aad5c82c"],"observation_id":"obs_b1e2f7f6bb8629d67bb4","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.73,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.813,"brightness_factor":1.078,"blur_sigma":0.633,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.41,"jpeg_quality":81,"documents":[{"rotation_deg":0.801,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.856,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.697,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.382,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"CAA"}]},"num_invoices":4,"seed":12685045291674059815,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_000315.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132226828\",\"ncf\":\"B0156159126\",\"fecha_comprobante\":\"20240129\",\"monto_facturado\":17208.95,\"itbis_facturado\":3097.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20306.56,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"22301154831\",\"ncf\":\"E446370176912\",\"fecha_comprobante\":\"20240705\",\"monto_facturado\":20134.00,\"itbis_facturado\":3624.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":23758.12,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MUNDO LIGERO\\nRNC EMISOR: 132461789\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WCS WORLD CLASS CARS SRL\\nRNC CLIENTE: 132226828\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0156159126\\nFACTURA NO.: 0717477\\nAUTORIZACION: 47654426\\nTELEFONO: 809-563-9104\\nFECHA: 29/01/2024  HORA: 10:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,055.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,887.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     338.95\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  10,927.50\\n-------------------------------------------\\nSUB-TOTAL RD$       17,208.95\\nIMPUESTO ITBIS RD$       3,097.61\\nTOTAL RD$          20,306.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 500545\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 29090727\\n\\n--- FACTURA ---\\n\\nGENANI TECHNOLOGIES\\nRNC EMISOR: 130798265\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAICOL ALEJANDRO SORIANO ROSARIO\\nRNC CLIENTE: 22301154831\\nFACTURA DE CREDITO FISCAL\\nNCF E446370176912\\nFACTURA NO.: 8544828\\nAUTORIZACION: 657723981\\nTELEFONO: 809-666-8154\\nFECHA: 05/07/2024  HORA: 19:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,532.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,602.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,134.00\\nITBIS RD$       3,624.12\\nTOTAL RD$          23,758.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9338118\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 57222773\"}","template_ids":[0,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132461789","130798265"],"invoice_ids":["inv_d7f9b40845665361772a","inv_e77cfdcf68ae8e7dabee"],"observation_id":"obs_26b2d01d34f6ad8d4fae","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.98,"augmentation_metadata":{"downscale_factor":0.581,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.971,"brightness_factor":0.991,"blur_sigma":0.211,"crop_applied":false,"camera_distance_factors":[0.997,0.969],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.94,"jpeg_quality":77,"documents":[{"rotation_deg":0.496,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.404,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4704562326619092547,"difficulty":"medium","split":"test"}
{"image":"images/606_000316.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130804095\",\"ncf\":\"E447042882781\",\"fecha_comprobante\":\"20250914\",\"monto_facturado_servicios\":206878.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":37238.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"AGENCIA DE SEGURIDAD AVANZADA LOS TROYANOS\\nAGENCIA DE SEGURIDAD AVANZADA LOS TROYANOS\\nSRL\\nRNC: 130804095\\nCLIENTE: PUBLIDOM SRL\\nRNC CLIENTE: 132634977\\nFACTURA DE CREDITO FISCAL\\nNCF E447042882781\\nFACTURA NO.: 4311237\\nAUTORIZACION: 586617402\\nTELEFONO: 809-865-6238\\nFECHA: 14/09/2025  HORA: 16:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   23  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  54,878.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 127,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  25,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      206,878.00\\nITBIS 18% RD$      37,238.04\\nTOTAL RD$         244,116.04\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7858172\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 44304378\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130804095"],"invoice_ids":["inv_a681f4d8e393346c4924"],"observation_id":"obs_93778979d5e7183ce510","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.19,"augmentation_metadata":{"downscale_factor":0.791,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.621,"brightness_factor":1.089,"blur_sigma":0.263,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.71,"jpeg_quality":86,"documents":[{"rotation_deg":0.75,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12019920072719983388,"difficulty":"medium","split":"validation"}
{"image":"images/607_000317.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111955860\",\"ncf\":\"E454160824987\",\"fecha_comprobante\":\"20250326\",\"monto_facturado\":130000.00,\"itbis_facturado\":23400.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":153400.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133352567\",\"ncf\":\"E458181031390\",\"fecha_comprobante\":\"20250420\",\"monto_facturado\":104207.49,\"itbis_facturado\":18757.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":122964.84}],\"ocr\":\"FUNREMUPRO\\nRNC EMISOR: 430092231\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL GREGORIO SILVA REYNOSO\\nRNC CLIENTE: 00111955860\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454160824987\\nFACTURA NO.: 1297322\\nAUTORIZACION: 669258333\\nTELEFONO: 809-929-8148\\nFECHA: 26/03/2025  HORA: 08:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  62,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   8,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  45,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  15,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      130,000.00\\nITBIS RD$      23,400.00\\nTOTAL RD$         153,400.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7758690\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 80483988\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nAUTO NORTE S A\\nRNC EMISOR: 102617201\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GREEN POWER CLEAN GPC SRL\\nRNC CLIENTE: 133352567\\nFACTURA DE CREDITO FISCAL\\nNCF: E458181031390\\nFACTURA NO.: 6783052\\nAUTORIZACION: 823541710\\nTELEFONO: 809-435-1384\\nFECHA: 20/04/2025  HORA: 13:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    FILTRO DE ACEITE             3,256.00\\n    3  SERVICIO  REPARACION MECANICA         90,333.00\\n    1  UNIDAD    JUEGO DE PASTILLAS DE FRENO    2,143.50\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     8,474.99\\n----------------------------------------------\\nSUBTOTAL RD$      104,207.49\\nIMPUESTO ITBIS RD$      18,757.35\\nTOTAL RD$         122,964.84\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 4433771\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 60765244\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[1,12],"business_categories":["profesional","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430092231","102617201"],"invoice_ids":["inv_021a7699fba32c8bd6ff","inv_b41d5dd99e82c543bcc0"],"observation_id":"obs_06d8851b3075ba2d612e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.023,"brightness_factor":0.998,"blur_sigma":0.082,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.21,"jpeg_quality":90,"documents":[{"rotation_deg":-0.056,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.11,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16166912657442661692,"difficulty":"medium","split":"train"}
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{"image":"images/606_000320.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07200123185\",\"ncf\":\"E443231415714\",\"fecha_comprobante\":\"20240101\",\"monto_facturado_servicios\":16286.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2931.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"DISTRIBUIDORA DE HUEVOS EVANNY\\nWILFIN CRUZ\\nRNC 07200123185\\nCLIENTE: FUNDACION PRO SALUD DE LOS ABUELOS\\nPROV\\nRNC CLIENTE: 430018066\\nFACTURA DE CREDITO FISCAL\\nNCF E443231415714\\nFACTURA NO.: 2158287\\nAUTORIZACION: 343004449\\nTELEFONO: 809-750-4318\\nFECHA: 01/01/2024  HORA: 19:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  16,286.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,286.00\\nITBIS RD$       2,931.48\\nTOTAL RD$          19,217.48\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 6398287\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 54010439\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDDH\"}","template_ids":[0],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["07200123185"],"invoice_ids":["inv_b71f88266e6102099034"],"observation_id":"obs_15c75ef7b53ac670f6aa","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.73,"augmentation_metadata":{"downscale_factor":0.809,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.697,"brightness_factor":1.077,"blur_sigma":0.407,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.01,"jpeg_quality":87,"documents":[{"rotation_deg":0.434,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DDH"}]},"num_invoices":1,"seed":446712165724758242,"difficulty":"medium","split":"test"}
{"image":"images/607_000321.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03105183457\",\"ncf\":\"B0107673093\",\"fecha_comprobante\":\"20240805\",\"monto_facturado\":82651.00,\"itbis_facturado\":14877.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":97528.18,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40212723718\",\"ncf\":\"E313547117657\",\"fecha_comprobante\":\"20240418\",\"monto_facturado\":104000.00,\"itbis_facturado\":18720.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":122720.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131131751\",\"ncf\":\"E312646950393\",\"fecha_comprobante\":\"20240216\",\"monto_facturado\":2999.50,\"itbis_facturado\":539.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1050.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2488.67,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASOCIACION CLUB ROTARIO DE SAN JOSE DE LAS\\nRNC EMISOR: 430102504\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBERTO ROSARIO ARACENA\\nRNC CLIENTE: 03105183457\\nFACTURA DE CREDITO FISCAL\\nNCF: B0107673093\\nFACTURA NO.: 6560354\\nAUTORIZACION: 734065322\\nTELEFONO: 809-934-6854\\nFECHA: 05/08/2024  HORA: 10:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       19,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   39,000.00\\n   11  PAGINA    TRADUCCION DE DOCUMENTOS    24,651.00\\n----------------------------------------------\\nSUB-TOTAL RD$       82,651.00\\nITBIS RD$      14,877.18\\nTOTAL RD$          97,528.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6184706\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 98908733\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nPROVEEDORES DE CREDITOS AMBIORIS\\nRNC EMISOR: 130679673\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MELISSA BENJAMIN GARCIA\\nRNC CLIENTE: 40212723718\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313547117657\\nFACTURA NO.: 0911670\\nAUTORIZACION: 298275937\\nTELEFONO: 809-800-4220\\nFECHA: 18/04/2024  HORA: 16:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   25,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    8,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   30,000.00\\n    1  SERVICIO  ASESORIA TECNICA            40,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      104,000.00\\nITBIS 18% RD$      18,720.00\\nTOTAL RD$         122,720.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5323266\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nHESASA\\nRNC EMISOR: 101530911\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPPLY FLASH SRL\\nRNC CLIENTE: 131131751\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312646950393\\nFACTURA NO.: 3425383\\nAUTORIZACION: 516482564\\nTELEFONO: 809-543-7421\\nFECHA: 16/02/2024  HORA: 18:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             2,999.50\\n----------------------------------------------\\nSUBTOTAL RD$        2,999.50\\nITBIS RD$         539.91\\nTOTAL RD$           3,539.41\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8081087\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 91647312\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nACC\\n\\n--- FACTURA ---\\n\\nPEGAO GROUP\\nRNC EMISOR: 132319478\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES ALTOS DE CARMEN CELIA INACC\\nRNC CLIENTE: 133252831\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451066288873\\nFACTURA NO.: 2783194\\nAUTORIZACION: 88990619\\nTELEFONO: 809-505-1739\\nFECHA: 17/06/2024  HORA: 16:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    40,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   82,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      137,500.00\\nITBIS 18% RD$      24,750.00\\nTOTAL RD$         162,250.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2960607\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJORGE VILORIO REYES\\nRNC EMISOR: 02601015411\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS MANUEL  CORDERO BELTRE\\nRNC CLIENTE: 00117319053\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0213487897\\nFACTURA NO.: 3942518\\nAUTORIZACION: 234919546\\nTELEFONO: 809-548-4746\\nFECHA: 13/06/2025  HORA: 12:22\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                                  2,385.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        2,385.00\\nIMPUESTO ITBIS RD$         429.30\\nTOTAL RD$           2,814.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6352670\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000337.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133292442\",\"ncf\":\"B1584741415\",\"fecha_comprobante\":\"20240615\",\"monto_facturado\":35065.42,\"itbis_facturado\":6311.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":41377.20,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JR CONTROLES Y EQUIPOS\\nRNC EMISOR: 130814279\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CHULAY FMTH AUTO PARTS, SRL\\nRNC CLIENTE: 133292442\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1584741415\\nFACTURA NO.: 4343254\\nAUTORIZACION: 86616943\\nTELEFONO: 809-606-6219\\nFECHA: 15/06/2024  HORA: 20:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,984.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,208.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     380.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,634.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     857.97\\n-------------------------------------------\\nSUB-TOTAL RD$       35,065.42\\nITBIS RD$       6,311.78\\nTOTAL RD$          41,377.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6013269\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 46538021\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJCY\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130814279"],"invoice_ids":["inv_ce4bbb5a4e914c57c28c"],"observation_id":"obs_7a51c29d831313ddc79d","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.23,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.888,"brightness_factor":0.931,"blur_sigma":0.363,"crop_applied":false,"camera_distance_factors":[0.996],"legibility_scale_corrections":[0.0],"final_contrast_stddev":33.35,"jpeg_quality":94,"documents":[{"rotation_deg":1.389,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JCY"}]},"num_invoices":1,"seed":12051555564833805557,"difficulty":"light","split":"train"}
{"image":"images/606_000338.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130297436\",\"ncf\":\"B1586560841\",\"fecha_comprobante\":\"20250703\",\"monto_facturado_servicios\":41690.50,\"monto_facturado_bienes\":757.50,\"itbis_facturado\":7640.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"POLLO FELIZ\\nPOLLO FELIZ SRL\\nRNC: 130297436\\nCLIENTE: IMPORTADORA JAZMIN JL SRL\\nRNC CLIENTE: 132704975\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1586560841\\nFACTURA NO.: 5355831\\nAUTORIZACION: 103242462\\nTELEFONO: 809-412-1818\\nFECHA: 03/07/2025  HORA: 09:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  41,690.50\\n    5  UNIDAD    POSTRE DE LA CASA\\n                                     757.50\\n-------------------------------------------\\nSUB-TOTAL RD$       42,448.00\\nITBIS 18% RD$       7,640.64\\nTOTAL RD$          50,088.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6074804\\nGRACIAS POR SU COMPRA\\nPendiente\"}","template_ids":[1],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["130297436"],"invoice_ids":["inv_57e2206ca8d7b977756e"],"observation_id":"obs_e7e6e9b7e3dbe72cba25","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":9.9,"augmentation_metadata":{"downscale_factor":0.842,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.996,"brightness_factor":0.989,"blur_sigma":0.354,"crop_applied":false,"camera_distance_factors":[0.917],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.58,"jpeg_quality":87,"documents":[{"rotation_deg":1.269,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6240244316878815653,"difficulty":"light","split":"train"}
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{"image":"images/606_000340.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05800144189\",\"ncf\":\"E442904621170\",\"fecha_comprobante\":\"20250505\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10064.00,\"itbis_facturado\":1811.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101703881\",\"ncf\":\"E458514914623\",\"fecha_comprobante\":\"20251023\",\"monto_facturado_servicios\":1462.00,\"monto_facturado_bienes\":19146.00,\"itbis_facturado\":3709.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MARTIN HERRERA AMPARO\\nMARTIN HERRERA AMPARO\\nRNC 05800144189\\nCLIENTE: MG TRAVEL VACATIONS SRL\\nRNC CLIENTE: 131272878\\nFACTURA DE CREDITO FISCAL\\nNCF: E442904621170\\nFACTURA NO.: 1774270\\nAUTORIZACION: 420547634\\nTELEFONO: 809-659-6809\\nFECHA: 05/05/2025  HORA: 17:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,520.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,544.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,064.00\\nIMPUESTO ITBIS RD$       1,811.52\\nTOTAL RD$          11,875.52\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1546979\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDIMECA\\nDISTRIBUIDORA DE REPUESTOS DINZE Y MELO C POR A\\nRNC EMISOR: 101703881\\nCLIENTE: DELTA COMERCIAL SA\\nRNC CLIENTE: 101011939\\nFACTURA DE CREDITO FISCAL\\nNCF: E458514914623\\nFACTURA NO.: 6237452\\nAUTORIZACION: 255568185\\nTELEFONO: 809-989-2821\\nFECHA: 23/10/2025  HORA: 11:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,310.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,040.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,048.00\\n    4  UNIDAD    EQUIPO ELECTRICO            10,748.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,462.00\\n----------------------------------------------\\nSUBTOTAL RD$       20,608.00\\nITBIS 18% RD$       3,709.44\\nTOTAL RD$          24,317.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 249313\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,6],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05800144189","101703881"],"invoice_ids":["inv_b6b49968ae4e189ec1f5","inv_871c417107df020bea28"],"observation_id":"obs_25230b602354000aca56","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":5.78,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.868,"brightness_factor":0.943,"blur_sigma":0.21,"crop_applied":false,"camera_distance_factors":[0.92,0.897],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.58,"jpeg_quality":88,"documents":[{"rotation_deg":0.795,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.553,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8988127947074058724,"difficulty":"medium","split":"train"}
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{"image":"images/606_000350.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133017042\",\"ncf\":\"B1524065356\",\"fecha_comprobante\":\"20251113\",\"monto_facturado_servicios\":1250.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":225.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"REPOSTERIA DELICIA CORRALES Y VARONA\\nREPOSTERIA DELICIA CORRALES Y VARONA SRL\\nRNC: 133017042\\nCLIENTE: ENRIQUETA ANTONIA RIVAS ALMONTE\\nRNC CLIENTE: 07100373849\\nFACTURA DE CREDITO FISCAL\\nNCF: B1524065356\\nFACTURA NO.: 6377918\\nAUTORIZACION: 950387750\\nTELEFONO: 809-282-7072\\nFECHA: 13/11/2025  HORA: 10:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,250.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,250.00\\nITBIS 18% RD$         225.00\\nTOTAL RD$           1,475.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4272150\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 16154226\\nRDC\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133017042"],"invoice_ids":["inv_41e223c164a87103ed10"],"observation_id":"obs_0ab0c1f2034999813a35","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":10.96,"augmentation_metadata":{"downscale_factor":0.98,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.958,"brightness_factor":0.999,"blur_sigma":0.123,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":94,"documents":[{"rotation_deg":0.147,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RDC"}]},"num_invoices":1,"seed":15544272305302553905,"difficulty":"light","split":"train"}
{"image":"images/607_000351.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101135298\",\"ncf\":\"B0200660821\",\"fecha_comprobante\":\"20251020\",\"monto_facturado\":94000.00,\"itbis_facturado\":16920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":110920.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES JULISSA AZCONA\\nRNC EMISOR: 40209058805\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS E JAVIER ABREU CXA\\nRNC CLIENTE: 101135298\\nFACTURA DE CREDITO FISCAL\\nNCF: B0200660821\\nFACTURA NO.: 0512988\\nAUTORIZACION: 755603352\\nTELEFONO: 809-374-7455\\nFECHA: 20/10/2025  HORA: 18:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                   8,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  16,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  65,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   5,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       94,000.00\\nITBIS 18% RD$      16,920.00\\nTOTAL RD$         110,920.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9518877\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 80818664\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40209058805"],"invoice_ids":["inv_da83f4adafd134f6654a"],"observation_id":"obs_5e5c68b132e8748a394e","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.37,"augmentation_metadata":{"downscale_factor":0.678,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.74,"brightness_factor":1.118,"blur_sigma":0.362,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.48,"jpeg_quality":84,"documents":[{"rotation_deg":-0.367,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9957223240577670962,"difficulty":"hard","split":"train"}
{"image":"images/606_000352.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131332706\",\"ncf\":\"E327857477491\",\"fecha_comprobante\":\"20241021\",\"monto_facturado_servicios\":24620.00,\"monto_facturado_bienes\":2516.00,\"itbis_facturado\":4884.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GREEN MOBILIA\\nGREEN MOBILIA SRL\\nRNC 131332706\\nCLIENTE: GRUPO SANCHEZ ALEGRIA SRL\\nRNC CLIENTE: 132812557\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327857477491\\nFACTURA NO.: 4514496\\nAUTORIZACION: 400393456\\nTELEFONO: 809-248-2072\\nFECHA: 21/10/2024  HORA: 16:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    1,232.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION    3,620.00\\n    4  UNIDAD    BOMBILLO LED 9 W               496.00\\n    1  SERVICIO  INSTALACION ELECTRICA       21,000.00\\n    2  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      788.00\\n----------------------------------------------\\nSUB-TOTAL RD$       27,136.00\\nITBIS 18% RD$       4,884.48\\nTOTAL RD$          32,020.48\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9007850\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nProcesado\"}","template_ids":[11],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131332706"],"invoice_ids":["inv_3e92e2eea013a8529b40"],"observation_id":"obs_f7e1adc65b31d8a4ce98","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.38,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.068,"brightness_factor":0.87,"blur_sigma":0.352,"crop_applied":false,"camera_distance_factors":[0.945],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.6,"jpeg_quality":74,"documents":[{"rotation_deg":0.21,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13836527148323160100,"difficulty":"medium","split":"train"}
{"image":"images/607_000353.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133295042\",\"ncf\":\"E458226098970\",\"fecha_comprobante\":\"20250117\",\"monto_facturado\":301883.95,\"itbis_facturado\":54339.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":356223.06,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"QPRS QUALITY PROPERTY\\nRNC EMISOR: 132511867\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VLF PROPIEDADES INMOBILIARIA EIRL\\nRNC CLIENTE: 133295042\\nFACTURA DE CREDITO FISCAL\\nNCF: E458226098970\\nFACTURA NO.: 5354820\\nAUTORIZACION: 221869520\\nTELEFONO: 809-700-9610\\nFECHA: 17/01/2025  HORA: 18:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   9,088.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  31,654.00\\n    1  MES       ALQUILER DE LOCAL\\n                                 141,649.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 100,037.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  19,455.95\\n-------------------------------------------\\nSUB-TOTAL RD$      301,883.95\\nITBIS RD$      54,339.11\\nTOTAL RD$         356,223.06\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2691643\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["132511867"],"invoice_ids":["inv_4d5cd9f3efe1ae36781c"],"observation_id":"obs_3b1d92a0bf977857af9e","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.71,"augmentation_metadata":{"downscale_factor":0.689,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.7,"brightness_factor":1.116,"blur_sigma":0.507,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.4,"jpeg_quality":78,"documents":[{"rotation_deg":0.982,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11230558509999777109,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 11088110\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nDALEPAKA BAR\\nDALEPAKA BAR SRL\\nRNC 131503233\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 06875 FIDELIN\\nRNC CLIENTE: 430286508\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449732977572\\nFACTURA NO.: 5992183\\nAUTORIZACION: 979099217\\nTELEFONO: 809-409-4855\\nFECHA: 20/02/2025  HORA: 19:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       53,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       53,000.00\\nITBIS 18% RD$       9,540.00\\nTOTAL RD$          62,540.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5220059\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 88124791\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFARMACIA ORIENTAL DE OCOA\\nFARMACIA ORIENTAL DE OCOA EIRL\\nRNC 133014051\\nCLIENTE: LA CROQUETERIA BY MARITE SRL\\nRNC CLIENTE: 132454367\\nFACTURA DE CREDITO FISCAL\\nNCF: B0237667645\\nFACTURA NO.: 4646198\\nAUTORIZACION: 552642721\\nTELEFONO: 809-898-1629\\nFECHA: 30/12/2024  HORA: 10:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,429.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,356.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,785.00\\nITBIS 18% RD$       1,041.30\\nTOTAL RD$           6,826.30\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3960342\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000357.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130610282\",\"ncf\":\"E442320979923\",\"fecha_comprobante\":\"20250116\",\"monto_facturado\":1889.00,\"itbis_facturado\":340.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2229.02,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO G S & ASOCIADOS\\nRNC EMISOR: 130141037\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PASCUAL VARGAS MORILLO\\nRNC CLIENTE: 130610282\\nFACTURA DE CREDITO FISCAL\\nNCF: E442320979923\\nFACTURA NO.: 9497530\\nAUTORIZACION: 369176765\\nTELEFONO: 809-943-5474\\nFECHA: 16/01/2025  HORA: 17:53\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS\\n                                                    509.00\\n    1  UNIDAD    CERRADURA DE POMO\\n                                                  1,380.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        1,889.00\\nIMPUESTO ITBIS RD$         340.02\\nTOTAL RD$           2,229.02\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1440734\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["130141037"],"invoice_ids":["inv_b066d52cad1bf1d132e1"],"observation_id":"obs_fab5cf0bfafdc59f31a6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.78,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.859,"brightness_factor":0.946,"blur_sigma":0.443,"crop_applied":false,"camera_distance_factors":[0.905],"legibility_scale_corrections":[0.0],"final_contrast_stddev":71.46,"jpeg_quality":72,"documents":[{"rotation_deg":4.072,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1153795296482408270,"difficulty":"medium","split":"test"}
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{"image":"images/607_000375.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131637078\",\"ncf\":\"E450449663378\",\"fecha_comprobante\":\"20251005\",\"monto_facturado\":23016.80,\"itbis_facturado\":4143.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27159.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430326382\",\"ncf\":\"B0171416663\",\"fecha_comprobante\":\"20240116\",\"monto_facturado\":5073.93,\"itbis_facturado\":913.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5987.24,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DECOKASA SHAMEL S A\\nRNC EMISOR: 130080161\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ME LIBERE TEXTIL SRL\\nRNC CLIENTE: 131637078\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450449663378\\nFACTURA NO.: 0257550\\nAUTORIZACION: 927892949\\nTELEFONO: 809-577-5420\\nFECHA: 05/10/2025  HORA: 14:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,359.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,555.80\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,938.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,164.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,016.80\\nITBIS 18% RD$       4,143.02\\nTOTAL RD$          27,159.82\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8366616\\nGRACIAS POR SU COMPRA\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nCRISTIAN LEONARDO SANTIAGO FERNANDEZ\\nRNC EMISOR: 01200521605\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLOQUE JUNTAS DE REGANTES CUENCA YAQUE \\nRNC CLIENTE: 430326382\\nFACTURA DE CREDITO FISCAL\\nNCF: B0171416663\\nFACTURA NO.: 7344997\\nAUTORIZACION: 880893352\\nTELEFONO: 809-338-7747\\nFECHA: 16/01/2024  HORA: 18:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          3,755.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            797.98\\n    1  SERVICIO  SERVICIO DE ENTREGA            520.95\\n----------------------------------------------\\nSUBTOTAL RD$        5,073.93\\nITBIS 18% RD$         913.31\\nTOTAL RD$           5,987.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 979007\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 54139502\"}","template_ids":[5,13],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130080161","01200521605"],"invoice_ids":["inv_4d00880f638cdfa43f11","inv_19642d835d715c6d664a"],"observation_id":"obs_b6ce44c05770a64355f5","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.709,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.772,"brightness_factor":1.043,"blur_sigma":0.466,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.17,"jpeg_quality":87,"documents":[{"rotation_deg":-0.755,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.564,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9788316975422726236,"difficulty":"hard","split":"test"}
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{"image":"images/606_000378.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22400044867\",\"ncf\":\"B0160386093\",\"fecha_comprobante\":\"20250804\",\"monto_facturado_servicios\":585.00,\"monto_facturado_bienes\":15650.96,\"itbis_facturado\":2922.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CLAUDIA ANGELES RODRIGUEZ\\nCLAUDIA ANGELES RODRIGUEZ\\nRNC: 22400044867\\nCLIENTE: JOSE DE LOS SANTOS RAMIREZ\\nRNC CLIENTE: 01000109114\\nFACTURA DE CREDITO FISCAL\\nNCF B0160386093\\nFACTURA NO.: 2261626\\nAUTORIZACION: 787889009\\nTELEFONO: 809-777-5334\\nFECHA: 04/08/2025  HORA: 12:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     585.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   5,055.96\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,092.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,502.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,235.96\\nIMPUESTO ITBIS RD$       2,922.47\\nTOTAL RD$          19,158.43\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3487584\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["22400044867"],"invoice_ids":["inv_f74be68ef7a9054f1753"],"observation_id":"obs_4c3020bb0ba739badfe6","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.4,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.007,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.52,"jpeg_quality":98,"documents":[{"rotation_deg":0.111,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15711147000654618617,"difficulty":"clean","split":"validation"}
{"image":"images/607_000379.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03400436006\",\"ncf\":\"B1542906672\",\"fecha_comprobante\":\"20240917\",\"monto_facturado\":154000.00,\"itbis_facturado\":27720.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":181720.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"UEI ULTRA EVENTOS INTERNACIONALES\\nRNC EMISOR: 130050953\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRISELVIS MIGUELINA            PARRA HE\\nRNC CLIENTE: 03400436006\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1542906672\\nFACTURA NO.: 6541830\\nAUTORIZACION: 476457881\\nTELEFONO: 809-415-8062\\nFECHA: 17/09/2024  HORA: 19:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      24,000.00\\n    1  PROYECTO  DISENO DE PLANOS           130,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      154,000.00\\nITBIS 18% RD$      27,720.00\\nTOTAL RD$         181,720.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3440372\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 16734367\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nEntregado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130050953"],"invoice_ids":["inv_49ce961086b62560b03f"],"observation_id":"obs_89a3565d20d465d70aad","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.972,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.969,"brightness_factor":1.015,"blur_sigma":0.164,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":95,"documents":[{"rotation_deg":-0.023,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17765466870778635714,"difficulty":"light","split":"train"}
{"image":"images/606_000380.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130161771\",\"ncf\":\"E313054665631\",\"fecha_comprobante\":\"20240202\",\"monto_facturado_servicios\":1068.00,\"monto_facturado_bienes\":14339.00,\"itbis_facturado\":2773.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131493361\",\"ncf\":\"B0265663729\",\"fecha_comprobante\":\"20241220\",\"monto_facturado_servicios\":84500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15210.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132342242\",\"ncf\":\"B1568036307\",\"fecha_comprobante\":\"20250709\",\"monto_facturado_servicios\":160500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28890.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"BONITA JUANITA S A\\nBONITA JUANITA S A\\nRNC 130161771\\nCLIENTE: ZANCHI COMERCIAL S A\\nRNC CLIENTE: 101553081\\nFACTURA DE CREDITO FISCAL\\nNCF E313054665631\\nFACTURA NO.: 8698600\\nAUTORIZACION: 975754255\\nTELEFONO: 809-702-7312\\nFECHA: 02/02/2024  HORA: 16:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,084.00\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,068.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,740.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,515.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,407.00\\nITBIS 18% RD$       2,773.26\\nTOTAL RD$          18,180.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8817153\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 94980628\\n\\n--- FACTURA ---\\n\\nFRANQUICIAS CARBONELL\\nFRANQUICIAS CARBONELL SRL\\nRNC: 131493361\\nCLIENTE: TIENDA MINIGO SRL\\nRNC CLIENTE: 131803571\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0265663729\\nFACTURA NO.: 4030483\\nAUTORIZACION: 105899380\\nTELEFONO: 809-967-6269\\nFECHA: 20/12/2024  HORA: 12:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       7,500.00\\n    1  CASO      REPRESENTACION LEGAL        64,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       84,500.00\\nIMPUESTO ITBIS RD$      15,210.00\\nTOTAL RD$          99,710.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8047781\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 86809719\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nPOR EL SUR RD\\nPOR EL SUR RD SRL\\nRNC 132342242\\nCLIENTE: BETMONT CONSTRUCCIONES SRL\\nRNC CLIENTE: 132669827\\nFACTURA DE CREDITO FISCAL\\nNCF: B1568036307\\nFACTURA NO.: 5744422\\nAUTORIZACION: 25698019\\nTELEFONO: 809-428-3416\\nFECHA: 09/07/2025  HORA: 09:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    63,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   17,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   80,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      160,500.00\\nIMPUESTO ITBIS RD$      28,890.00\\nTOTAL RD$         189,390.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2575782\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 26234824\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nEDUIN ALEXANDER SIRI RODRIGUEZ\\nRNC EMISOR: 04800583512\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE VENDEDORES DE HUEVOS\\nY PO\\nRNC CLIENTE: 430351547\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1451091809\\nFACTURA NO.: 0000588\\nAUTORIZACION: 481766743\\nTELEFONO: 809-860-1525\\nFECHA: 09/12/2025  HORA: 11:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    HABICHUELAS 800 G\\n                                     348.00\\n    1  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     122.00\\n    2  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     382.00\\n-------------------------------------------\\nSUB-TOTAL RD$          852.00\\nITBIS RD$          90.72\\nTOTAL RD$             942.72\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9732919\\nGRACIAS POR SU COMPRA\\nREVISADO\\n\\n--- FACTURA ---\\n\\nDAHIANA MARTINEZ SAVIÑON\\nRNC EMISOR: 00116707118\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VILLA ROSA S R L\\nRNC CLIENTE: 124024455\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451833335829\\nFACTURA NO.: 2015723\\nAUTORIZACION: 962141326\\nTELEFONO: 809-256-4555\\nFECHA: 25/12/2024  HORA: 11:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS    22,016.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       34,500.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   49,000.00\\n    1  MES       SUPERVISION DE OBRA         31,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      152,016.00\\nIMPUESTO ITBIS RD$      27,362.88\\nTOTAL RD$         179,378.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8620088\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000394.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430298344\",\"ncf\":\"E440835785697\",\"fecha_comprobante\":\"20250628\",\"monto_facturado_servicios\":146500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00108825738\",\"ncf\":\"E459121628791\",\"fecha_comprobante\":\"20240111\",\"monto_facturado_servicios\":43294.99,\"monto_facturado_bienes\":592.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"ASOBASI\\nASOCIACION DE BALONCESTO DE LA SIERRA\\nRNC 430298344\\nCLIENTE: SUYEIKI ALTAGRACIA  NUÑEZ VASQUEZ\\nRNC CLIENTE: 03701033650\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440835785697\\nFACTURA NO.: 2794039\\nAUTORIZACION: 671986502\\nTELEFONO: 809-374-2574\\nFECHA: 28/06/2025  HORA: 13:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 102,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  44,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      146,500.00\\nITBIS 18% RD$      26,370.00\\nTOTAL RD$         172,870.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1531098\\nGRACIAS POR SU COMPRA\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nCENTRO DENTAL DRA. NIEVES HIDALGO PAPPATER\\nNIEVES HIDALGO PAPPATERRA\\nRNC 00108825738\\nCLIENTE: CHANELL LAUREANO VALDEZ\\nRNC CLIENTE: 02301593899\\nFACTURA DE CREDITO FISCAL\\nNCF: E459121628791\\nFACTURA NO.: 0689410\\nAUTORIZACION: 783858878\\nTELEFONO: 809-411-3468\\nFECHA: 11/01/2024  HORA: 14:25\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CONSULTA MEDICA\\n                                                  6,334.00\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                                  2,399.99\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                                  3,841.00\\n    1  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                                    592.00\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                                 30,720.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       43,886.99\\nITBIS 18% RD$           0.00\\nTOTAL RD$          43,886.99\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 5374877\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 55575501\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPagado\"}","template_ids":[5,9],"business_categories":["profesional","salud"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430298344","00108825738"],"invoice_ids":["inv_312ba95579c71878c413","inv_00a0780d8eec0bed2b75"],"observation_id":"obs_bcc6a1142bffd8bca219","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.74,"augmentation_metadata":{"downscale_factor":0.781,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.613,"brightness_factor":1.084,"blur_sigma":0.543,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.73,"jpeg_quality":86,"documents":[{"rotation_deg":1.648,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.967,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12499264719972803974,"difficulty":"hard","split":"train"}
{"image":"images/607_000395.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101441347\",\"ncf\":\"E327295590016\",\"fecha_comprobante\":\"20251021\",\"monto_facturado\":1078967.49,\"itbis_facturado\":194214.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":1273181.64,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DIAZ LOPEZ & ASOCIADOS\\nRNC EMISOR: 130771172\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ADALBERTO GUILLEN\\nRNC CLIENTE: 03101441347\\nFACTURA DE CREDITO FISCAL\\nNCF: E327295590016\\nFACTURA NO.: 7569621\\nAUTORIZACION: 371484349\\nTELEFONO: 809-934-2727\\nFECHA: 21/10/2025  HORA: 15:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  29,248.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  21,133.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  25,560.99\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 176,365.00\\n    5  MES       ALQUILER DE LOCAL\\n                                 826,660.00\\n-------------------------------------------\\nSUBTOTAL RD$    1,078,967.49\\nITBIS RD$     194,214.15\\nTOTAL RD$       1,273,181.64\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4486196\\nGRACIAS POR SU COMPRA\\nDLA\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130771172"],"invoice_ids":["inv_9234950a3fa2ef9f612d"],"observation_id":"obs_0eca9cdfc6c7a97a3292","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.47,"augmentation_metadata":{"downscale_factor":0.897,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.989,"brightness_factor":1.027,"blur_sigma":0.059,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.11,"jpeg_quality":90,"documents":[{"rotation_deg":-0.363,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DLA"}]},"num_invoices":1,"seed":3959621125398556940,"difficulty":"light","split":"train"}
{"image":"images/606_000396.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430283576\",\"ncf\":\"E448377609007\",\"fecha_comprobante\":\"20250903\",\"monto_facturado_servicios\":32500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5850.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"00104794615\",\"ncf\":\"B1548256376\",\"fecha_comprobante\":\"20250902\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3004.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132942213\",\"ncf\":\"B0262780909\",\"fecha_comprobante\":\"20250501\",\"monto_facturado_servicios\":1475.95,\"monto_facturado_bienes\":18687.98,\"itbis_facturado\":3629.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FUNDACION PEQUEÑOS CORAZONES\\nFUNDACION PEQUEÑOS CORAZONES\\nRNC: 430283576\\nCLIENTE: ROMAN SUERO MARTINEZ\\nRNC CLIENTE: 01800340489\\nFACTURA DE CREDITO FISCAL\\nNCF E448377609007\\nFACTURA NO.: 4051673\\nAUTORIZACION: 323222187\\nTELEFONO: 809-998-9998\\nFECHA: 03/09/2025  HORA: 10:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   20,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       32,500.00\\nITBIS RD$       5,850.00\\nTOTAL RD$          38,350.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4436511\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 95060604\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOLMADO LOS 4 HERMANOS\\nJULIO CESAR ENCARNACION SUAREZ\\nRNC: 00104794615\\nCLIENTE: FILIBERTO VICENTE SANTOS CERDA\\nRNC CLIENTE: 03100318702\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1548256376\\nFACTURA NO.: 4528666\\nAUTORIZACION: 650157109\\nTELEFONO: 809-782-8577\\nFECHA: 02/09/2025  HORA: 13:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    7  LIBRA     HARINA DE TRIGO LIBRA\\n                                     280.00\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     121.00\\n    5  LIBRA     CAFE MOLIDO 1 LB\\n                                   1,345.00\\n    2  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     103.00\\n    5  UNIDAD    DETERGENTE EN POLVO\\n                                   1,155.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,004.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           3,004.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3556927\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 64974794\\n\\n--- FACTURA ---\\n\\nROYALTECH\\nROYALTECH SRL\\nRNC EMISOR: 132942213\\nCLIENTE: SOCIAL SECURITY GROUP SERVICE SSGS SRL\\nRNC CLIENTE: 132656989\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0262780909\\nFACTURA NO.: 7444997\\nAUTORIZACION: 923081145\\nTELEFONO: 809-603-3543\\nFECHA: 01/05/2025  HORA: 16:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            923.98\\n    3  UNIDAD    REPUESTO Y ACCESORIO         8,244.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,475.95\\n    5  UNIDAD    MATERIAL DE OFICINA          9,520.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       20,163.93\\nITBIS 18% RD$       3,629.51\\nTOTAL RD$          23,793.44\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8338356\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 75638275\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJRE\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nPORT AVYNION S L\\nRNC EMISOR: 132005767\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDWARD ARIALDY VALDEZ CABRERA\\nRNC CLIENTE: 00104770722\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1508867683\\nFACTURA NO.: 6203724\\nAUTORIZACION: 897822037\\nTELEFONO: 809-253-4421\\nFECHA: 02/06/2025  HORA: 11:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO         8,485.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,308.99\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,764.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,994.00\\n    3  UNIDAD    EQUIPO ELECTRICO             3,345.00\\n----------------------------------------------\\nSUBTOTAL RD$       16,896.99\\nITBIS RD$       3,041.46\\nOTROS IMPUESTOS RD$      55.15\\nTOTAL RD$          19,993.60\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2411671\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000403.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101898504\",\"ncf\":\"E329669094399\",\"fecha_comprobante\":\"20250628\",\"monto_facturado\":3147.99,\"itbis_facturado\":566.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1356.05,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2358.58,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430356557\",\"ncf\":\"E454165944880\",\"fecha_comprobante\":\"20250905\",\"monto_facturado\":96769.00,\"itbis_facturado\":17418.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":114187.42,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OFICINA PUELLO HERRERA S A\\nRNC EMISOR: 101549831\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIGUEL DE LOS SANTOS RODRIGUEZ\\nESTEVEZ\\nRNC CLIENTE: 03101898504\\nFACTURA DE CREDITO FISCAL\\nNCF: E329669094399\\nFACTURA NO.: 0759074\\nAUTORIZACION: 797199870\\nTELEFONO: 809-827-4560\\nFECHA: 28/06/2025  HORA: 15:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     576.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,202.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     369.99\\n-------------------------------------------\\nSUB-TOTAL RD$        3,147.99\\nITBIS 18% RD$         566.64\\nTOTAL RD$           3,714.63\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5157228\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 57037564\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nNEW BRICK CORPORATION S A\\nRNC EMISOR: 130069052\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IGLESIA EVANGELICA CASA DE REFUGIO PARA\\nRNC CLIENTE: 430356557\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454165944880\\nFACTURA NO.: 9737754\\nAUTORIZACION: 103022962\\nTELEFONO: 809-523-5158\\nFECHA: 05/09/2025  HORA: 10:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       96,769.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       96,769.00\\nIMPUESTO ITBIS RD$      17,418.42\\nTOTAL RD$         114,187.42\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4540785\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 14850500\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,3],"business_categories":["comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101549831","130069052"],"invoice_ids":["inv_df52c644499b38d2d505","inv_7d332b04a8fa80193fe6"],"observation_id":"obs_4b48690605eaec48d4dd","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.782,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.673,"brightness_factor":1.081,"blur_sigma":0.586,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.06,"jpeg_quality":82,"documents":[{"rotation_deg":-0.987,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.599,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":10475730651000671137,"difficulty":"medium","split":"validation"}
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{"image":"images/606_000412.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430258954\",\"ncf\":\"B0143658486\",\"fecha_comprobante\":\"20250921\",\"monto_facturado_servicios\":64000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11520.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"22300695669\",\"ncf\":\"E315308847714\",\"fecha_comprobante\":\"20250102\",\"monto_facturado_servicios\":323.99,\"monto_facturado_bienes\":19532.50,\"itbis_facturado\":3574.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SECOND MILE MISSIONS ORG\\nSECOND MILE MISSIONS ORG\\nRNC EMISOR: 430258954\\nCLIENTE: IGLESIA EVANGELICA DE RESTAURACION UNCI\\nRNC CLIENTE: 430080391\\nFACTURA DE CREDITO FISCAL\\nNCF: B0143658486\\nFACTURA NO.: 3131554\\nAUTORIZACION: 122557993\\nTELEFONO: 809-626-2502\\nFECHA: 21/09/2025  HORA: 19:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    25,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   39,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       64,000.00\\nITBIS 18% RD$      11,520.00\\nTOTAL RD$          75,520.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4975361\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 96400426\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMODESTO EMILIO ALCANTARA AVILA\\nMODESTO EMILIO ALCANTARA AVILA\\nRNC EMISOR: 22300695669\\nCLIENTE: FUNDACION SACHA THEBAUD INC\\nRNC CLIENTE: 430159883\\nFACTURA DE CREDITO FISCAL\\nNCF: E315308847714\\nFACTURA NO.: 9096117\\nAUTORIZACION: 747148755\\nTELEFONO: 809-354-7806\\nFECHA: 02/01/2025  HORA: 12:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            19,532.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            323.99\\n----------------------------------------------\\nSUBTOTAL RD$       19,856.49\\nITBIS RD$       3,574.17\\nTOTAL RD$          23,430.66\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6470896\\nGRACIAS POR SU COMPRA\\nMEA\"}","template_ids":[4,3],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430258954","22300695669"],"invoice_ids":["inv_db933b8bff7c1b995cec","inv_982c9bdbebdecfc2513e"],"observation_id":"obs_06e56bbd0586b708ff77","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.012,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.38,"jpeg_quality":98,"documents":[{"rotation_deg":0.045,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.096,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MEA"}]},"num_invoices":2,"seed":6185460873388102238,"difficulty":"medium","split":"train"}
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{"image":"images/607_000427.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"07900029120\",\"ncf\":\"B1403858847\",\"fecha_comprobante\":\"20251224\",\"monto_facturado\":18132.00,\"itbis_facturado\":3263.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9035.05,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12360.71,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131581481\",\"ncf\":\"B0135796905\",\"fecha_comprobante\":\"20251127\",\"monto_facturado\":10051.94,\"itbis_facturado\":1809.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":11861.29,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03701086641\",\"ncf\":\"B0229287716\",\"fecha_comprobante\":\"20250325\",\"monto_facturado\":41402.45,\"itbis_facturado\":7452.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":48854.89,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FARMACIA JIMELI\\nRNC EMISOR: 04700305057\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ARTURO DE LA CRUZ MENDEZ\\nRNC CLIENTE: 07900029120\\nFACTURA DE CREDITO FISCAL\\nNCF B1403858847\\nFACTURA NO.: 0257414\\nAUTORIZACION: 213591935\\nTELEFONO: 809-319-3305\\nFECHA: 24/12/2025  HORA: 16:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,516.00\\n    2  UNIDAD    MATERIAL DE OFICINA          2,210.00\\n    4  UNIDAD    EQUIPO ELECTRICO            14,406.00\\n----------------------------------------------\\nSUB-TOTAL RD$       18,132.00\\nITBIS RD$       3,263.76\\nTOTAL RD$          21,395.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 437666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 91087958\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nFIGITEC\\nRNC EMISOR: 130771121\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CNSWARE SRL\\nRNC CLIENTE: 131581481\\nFACTURA DE CREDITO FISCAL\\nNCF B0135796905\\nFACTURA NO.: 0312453\\nAUTORIZACION: 151614740\\nTELEFONO: 809-232-4460\\nFECHA: 27/11/2025  HORA: 12:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,304.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,695.99\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     674.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     377.95\\n-------------------------------------------\\nSUBTOTAL RD$       10,051.94\\nIMPUESTO ITBIS RD$       1,809.35\\nTOTAL RD$          11,861.29\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9798266\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 30590086\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\\n\\n--- FACTURA ---\\n\\nANALISIS INDUSTRIAL S A\\nRNC EMISOR: 101150688\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HENRY BERNARDO PERALTA OGANDO\\nRNC CLIENTE: 03701086641\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0229287716\\nFACTURA NO.: 2772183\\nAUTORIZACION: 267316044\\nTELEFONO: 809-483-4481\\nFECHA: 25/03/2025  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,198.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,578.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            422.00\\n    5  UNIDAD    EQUIPO ELECTRICO            30,204.95\\n    2  UNIDAD    MATERIAL DE OFICINA          2,999.00\\n----------------------------------------------\\nSUB-TOTAL RD$       41,402.45\\nITBIS 18% RD$       7,452.44\\nTOTAL RD$          48,854.89\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4899320\\nGRACIAS POR SU COMPRA\"}","template_ids":[10,1,13],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04700305057","130771121","101150688"],"invoice_ids":["inv_90dfb06a77cfe1402b50","inv_5fca0efd092c54f3f154","inv_d76243d933c6c436acf6"],"observation_id":"obs_ea1745e6a0ff6bb9282a","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.841,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.816,"brightness_factor":1.053,"blur_sigma":0.617,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.09,"jpeg_quality":82,"documents":[{"rotation_deg":-0.019,"perspective":0.002,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.952,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.743,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10164470305336319543,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 12850387\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nCDC\\n\\n--- FACTURA ---\\n\\nASOCIACION DE PROPIETARIOS DE ROSA AMERICA\\nASOCIACION DE PROPIETARIOS DE ROSA AMERICA ASOPR\\nRNC 430383015\\nCLIENTE: MARUDBAD SERVICES & SUPPLY CO SRL\\nRNC CLIENTE: 133732181\\nFACTURA DE CREDITO FISCAL\\nNCF: B0143452281\\nFACTURA NO.: 8893334\\nAUTORIZACION: 430979055\\nTELEFONO: 809-292-4846\\nFECHA: 19/04/2025  HORA: 16:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  DOCUMENT  REDACCION DE CONTRATO       46,500.00\\n    1  SERVICIO  ASESORIA TECNICA            10,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       57,000.00\\nITBIS 18% RD$      10,260.00\\nTOTAL RD$          67,260.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4145999\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 76876348\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nPABECOSA\\nPABE COMERCIAL SRL\\nRNC EMISOR: 102347328\\nCLIENTE: BELKIS ALCANTARA FERNANDEZ\\nRNC CLIENTE: 00200774255\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1530655405\\nFACTURA NO.: 0484641\\nAUTORIZACION: 559908913\\nTELEFONO: 809-391-3371\\nFECHA: 14/12/2025  HORA: 19:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            20,264.75\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            868.00\\n    2  UNIDAD    MATERIAL DE OFICINA          3,048.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         6,719.75\\n    3  UNIDAD    REPUESTO Y ACCESORIO        13,536.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       44,436.50\\nITBIS 18% RD$       7,998.57\\nTOTAL RD$          52,435.07\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 339143\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 59648794\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nGRUPO RC4\\nRNC EMISOR: 133162628\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERRETERIA RAMON REYES C POR A\\nRNC CLIENTE: 101804475\\nFACTURA DE CREDITO FISCAL\\nNCF B1524178485\\nFACTURA NO.: 9359612\\nAUTORIZACION: 409478051\\nTELEFONO: 809-413-3467\\nFECHA: 09/05/2025  HORA: 12:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,156.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,651.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,490.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,134.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,262.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,694.46\\nIMPUESTO ITBIS RD$       3,725.00\\nTOTAL RD$          24,419.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 979246\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000450.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00104884648\",\"ncf\":\"E450338405080\",\"fecha_comprobante\":\"20251117\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":821.00,\"itbis_facturado\":62.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"430375357\",\"ncf\":\"E317765355187\",\"fecha_comprobante\":\"20240703\",\"monto_facturado_servicios\":89000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16020.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COLMADO LEO\\nFERNANDO CABRERA DE JESUS\\nRNC 00104884648\\nCLIENTE: CYCPACK VIP SRL\\nRNC CLIENTE: 131698662\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450338405080\\nFACTURA NO.: 7778778\\nAUTORIZACION: 806812284\\nTELEFONO: 809-319-8862\\nFECHA: 17/11/2025  HORA: 11:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    7  LIBRA     HARINA DE TRIGO LIBRA\\n                                     203.00\\n    2  UNIDAD    REFRESCO 2.5 LITROS\\n                                     285.00\\n    5  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     270.00\\n    3  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                      63.00\\n-------------------------------------------\\nSUBTOTAL RD$          821.00\\nITBIS RD$          62.64\\nTOTAL RD$             883.64\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8497428\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFUNDACION CULTURAL Y ECOLOGICA BRIGIDO PEG\\nFUNDACION CULTURAL Y ECOLOGICA BRIGIDO\\nPEGUERO F\\nRNC EMISOR: 430375357\\nCLIENTE: TENEDORA INMOBILIARIA FUENSANTA S\\nA\\nRNC CLIENTE: 130192456\\nFACTURA DE CREDITO FISCAL\\nNCF E317765355187\\nFACTURA NO.: 8669947\\nAUTORIZACION: 245033410\\nTELEFONO: 809-890-5120\\nFECHA: 03/07/2024  HORA: 12:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  89,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       89,000.00\\nITBIS RD$      16,020.00\\nTOTAL RD$         105,020.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 923779\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 82117453\"}","template_ids":[5,1],"business_categories":["colmado_alimentos","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00104884648","430375357"],"invoice_ids":["inv_c65049a7f158029f8f3f","inv_058fe4ef5d9327fb5266"],"observation_id":"obs_4d2d08d515bc685074e0","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.6,"augmentation_metadata":{"downscale_factor":0.774,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.937,"brightness_factor":1.0,"blur_sigma":0.303,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":37.34,"jpeg_quality":88,"documents":[{"rotation_deg":2.009,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-2.0,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":2858826984758873994,"difficulty":"hard","split":"train"}
{"image":"images/607_000451.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101919603\",\"ncf\":\"E440268255322\",\"fecha_comprobante\":\"20240530\",\"monto_facturado\":95000.00,\"itbis_facturado\":17100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":112100.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00117836676\",\"ncf\":\"E322323392118\",\"fecha_comprobante\":\"20250716\",\"monto_facturado\":31894.00,\"itbis_facturado\":5740.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":37634.92,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VICTOR CARMELO MARTINEZ COLLADO\\nRNC EMISOR: 03100144918\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DAYSI ALTAGRACIA SANTANA MARMOLEJOS DE \\nRNC CLIENTE: 00101919603\\nFACTURA DE CREDITO FISCAL\\nNCF E440268255322\\nFACTURA NO.: 8299888\\nAUTORIZACION: 71193963\\nTELEFONO: 809-691-4138\\nFECHA: 30/05/2024  HORA: 12:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   40,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   22,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      22,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       95,000.00\\nITBIS RD$      17,100.00\\nTOTAL RD$         112,100.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3707933\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 26336454\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nD MOTO PIEZAS BARETA IMPORT EIRL\\nRNC EMISOR: 130807418\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CALIXTA PATRICIA TAVERAS\\nRNC CLIENTE: 00117836676\\nFACTURA DE CREDITO FISCAL\\nNCF: E322323392118\\nFACTURA NO.: 6547374\\nAUTORIZACION: 503853193\\nTELEFONO: 809-895-3165\\nFECHA: 16/07/2025  HORA: 20:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO         5,595.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,376.00\\n    3  UNIDAD    EQUIPO ELECTRICO            22,776.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,755.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           392.00\\n----------------------------------------------\\nSUBTOTAL RD$       31,894.00\\nITBIS RD$       5,740.92\\nTOTAL RD$          37,634.92\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 2012334\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 78791880\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[4,11],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03100144918","130807418"],"invoice_ids":["inv_292672d03636b417f31c","inv_441b97c1e1c119ddc955"],"observation_id":"obs_76aedeff090f8edb5989","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.953,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":1.027,"brightness_factor":0.988,"blur_sigma":0.009,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.85,"jpeg_quality":92,"documents":[{"rotation_deg":0.022,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.354,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5469031375414418306,"difficulty":"medium","split":"train"}
{"image":"images/606_000452.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101018059\",\"ncf\":\"B1453800840\",\"fecha_comprobante\":\"20250620\",\"monto_facturado_servicios\":186122.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00107133795\",\"ncf\":\"E456434020862\",\"fecha_comprobante\":\"20250905\",\"monto_facturado_servicios\":53417.00,\"monto_facturado_bienes\":5168.00,\"itbis_facturado\":10545.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JOSEFINA NICOLAS NADER NADER\\nJOSEFINA NICOLAS NADER NADER\\nRNC: 00101018059\\nCLIENTE: BERNARDO DE PAULA\\nRNC CLIENTE: 00500135488\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1453800840\\nFACTURA NO.: 3890773\\nAUTORIZACION: 25978395\\nTELEFONO: 809-558-6330\\nFECHA: 20/06/2025  HORA: 17:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      186,122.00\\n----------------------------------------------\\nSUB-TOTAL RD$      186,122.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         186,122.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4200691\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 98738026\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nRAMONA  ROSARIO CEPEDA\\nRAMONA  ROSARIO CEPEDA\\nRNC 00107133795\\nCLIENTE: AFFIC SRL\\nRNC CLIENTE: 132811501\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456434020862\\nFACTURA NO.: 4326326\\nAUTORIZACION: 699817162\\nTELEFONO: 809-845-1974\\nFECHA: 05/09/2025  HORA: 08:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    POSTRE DE LA CASA\\n                                   1,360.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  53,417.00\\n    3  UNIDAD    PLATO DEL DIA\\n                                   1,383.00\\n    5  UNIDAD    JUGO NATURAL\\n                                     655.00\\n    3  UNIDAD    PIZZA MEDIANA\\n                                   1,770.00\\n-------------------------------------------\\nSUB-TOTAL RD$       58,585.00\\nITBIS 18% RD$      10,545.30\\nTOTAL RD$          69,130.30\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4968034\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 72699935\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRRC\"}","template_ids":[7,5],"business_categories":["inmobiliario","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00101018059","00107133795"],"invoice_ids":["inv_dd159ed68b00a0094cdb","inv_2865ed921887231f4489"],"observation_id":"obs_b1860efedcf213345a5c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.91,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.962,"brightness_factor":0.927,"blur_sigma":0.339,"crop_applied":false,"camera_distance_factors":[0.935,0.93],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.26,"jpeg_quality":91,"documents":[{"rotation_deg":0.408,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.414,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"RRC"}]},"num_invoices":2,"seed":10540640009977211089,"difficulty":"medium","split":"train"}
{"image":"images/607_000453.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132721985\",\"ncf\":\"E315385265242\",\"fecha_comprobante\":\"20251028\",\"monto_facturado\":240000.00,\"itbis_facturado\":43200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":74242.43,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":208957.57,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"04800290860\",\"ncf\":\"E323836613431\",\"fecha_comprobante\":\"20250320\",\"monto_facturado\":4838.97,\"itbis_facturado\":871.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5709.98,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA ALTAGRACIA RAMIREZ REYES\\nRNC EMISOR: 02600244756\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO DE COMUNICACIONES ANTONY MARTE SR\\nRNC CLIENTE: 132721985\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315385265242\\nFACTURA NO.: 3379911\\nAUTORIZACION: 709969833\\nTELEFONO: 809-256-2388\\nFECHA: 28/10/2025  HORA: 18:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    47,500.00\\n    1  MES       SUPERVISION DE OBRA         92,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       72,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   28,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      240,000.00\\nITBIS 18% RD$      43,200.00\\nTOTAL RD$         283,200.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1077479\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 81164011\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSUCESION JUAN MARIA FELIZ\\nRNC EMISOR: 130073181\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELSON RAFAEL MORETA CORONA MORETA\\nCORO\\nRNC CLIENTE: 04800290860\\nFACTURA DE CREDITO FISCAL\\nNCF: E323836613431\\nFACTURA NO.: 9104734\\nAUTORIZACION: 494319869\\nTELEFONO: 809-529-7403\\nFECHA: 20/03/2025  HORA: 08:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,728.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,110.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,838.97\\nIMPUESTO ITBIS RD$         871.01\\nTOTAL RD$           5,709.98\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2388009\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02600244756","130073181"],"invoice_ids":["inv_01a548940aba4fbc25d5","inv_1c82365d22e214387b1c"],"observation_id":"obs_35ba318aed4fc2fe4cda","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.738,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.643,"brightness_factor":1.079,"blur_sigma":0.425,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.98,"jpeg_quality":78,"documents":[{"rotation_deg":-0.454,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.963,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":16965923722167798938,"difficulty":"medium","split":"train"}
{"image":"images/606_000454.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101879998\",\"ncf\":\"E320351769059\",\"fecha_comprobante\":\"20240615\",\"monto_facturado_servicios\":541346.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":97442.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00101697324\",\"ncf\":\"B0219832372\",\"fecha_comprobante\":\"20240818\",\"monto_facturado_servicios\":327805.85,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":59005.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00100897735\",\"ncf\":\"E311333403714\",\"fecha_comprobante\":\"20250812\",\"monto_facturado_servicios\":107500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19350.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"LEMON SPRINGS OVERSEAS LTD\\nLEMON SPRINGS OVERSEAS LTD\\nRNC EMISOR: 101879998\\nCLIENTE: COMUNICACIONES VALDEZ GUZMAN SRL\\nRNC CLIENTE: 132044772\\nFACTURA DE CREDITO FISCAL\\nNCF E320351769059\\nFACTURA NO.: 8743639\\nAUTORIZACION: 727723486\\nTELEFONO: 809-985-1216\\nFECHA: 15/06/2024  HORA: 11:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  13,799.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  34,587.00\\n    2  SERVICIO  COMISION INMOBILIARIA\\n                                 484,550.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   8,410.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      541,346.00\\nIMPUESTO ITBIS RD$      97,442.28\\nTOTAL RD$         638,788.28\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5128130\\nGRACIAS POR SU COMPRA\\nLSO\\nREVISADO\\n\\n--- FACTURA ---\\n\\nEDWIN DE JESUS AVILES SANCHEZ\\nEDWIN DE JESUS AVILES SANCHEZ\\nRNC 00101697324\\nCLIENTE: PRESTIGIO IMC ESTRATEGIAS DE\\nMERCADEO I\\nRNC CLIENTE: 130058504\\nFACTURA DE CREDITO FISCAL\\nNCF: B0219832372\\nFACTURA NO.: 0227007\\nAUTORIZACION: 458962385\\nTELEFONO: 809-503-4158\\nFECHA: 18/08/2024  HORA: 12:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  18,472.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  18,448.00\\n    3  MES       ALQUILER DE LOCAL\\n                                 290,885.85\\n-------------------------------------------\\nSUB-TOTAL RD$      327,805.85\\nITBIS 18% RD$      59,005.05\\nTOTAL RD$         386,810.90\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3492826\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 53942401\\n\\n--- FACTURA ---\\n\\nAIDA CONSUELO JUANA HERNANDEZ BONNELLY\\nAIDA CONSUELO JUANA HERNANDEZ BONNELLY\\nRNC 00100897735\\nCLIENTE: VALENTIN MOJICA CUEVAS\\nRNC CLIENTE: 00102440799\\nFACTURA DE CREDITO FISCAL\\nNCF E311333403714\\nFACTURA NO.: 6795448\\nAUTORIZACION: 49022949\\nTELEFONO: 809-701-4451\\nFECHA: 12/08/2025  HORA: 12:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  VISITA    INSPECCION TECNICA\\n                                  64,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  28,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  15,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      107,500.00\\nITBIS RD$      19,350.00\\nTOTAL RD$         126,850.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9085174\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 57746555\\nACJ\\nCargo a oficina\"}","template_ids":[0,5,1],"business_categories":["inmobiliario","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101879998","00101697324","00100897735"],"invoice_ids":["inv_bd57b0f9829a26e4e34a","inv_f94761b7a0b44c5d8396","inv_09167cca2f42dc1e7584"],"observation_id":"obs_fffed6215a2ca3b5a777","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":4.39,"augmentation_metadata":{"downscale_factor":0.662,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.593,"brightness_factor":1.056,"blur_sigma":0.75,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.32,"jpeg_quality":78,"documents":[{"rotation_deg":-0.42,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.763,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.121,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"LSO"},{"kind":"none","text":""},{"kind":"initials","text":"ACJ"}]},"num_invoices":3,"seed":185251176678274868,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 60407011\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSTEEL SERVICES SSRD\\nRNC EMISOR: 131266231\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JM & MD AUTOPRO SERVICE SRL\\nRNC CLIENTE: 133163934\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1428328358\\nFACTURA NO.: 5099096\\nAUTORIZACION: 673351776\\nTELEFONO: 809-343-4120\\nFECHA: 28/01/2024  HORA: 09:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     318.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$          318.95\\nITBIS 18% RD$          57.41\\nTOTAL RD$             376.36\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9736143\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDE SABOR COMIDA PARA LLEVAR\\nRNC EMISOR: 130757062\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RICHARD DE JESUS VENTURA CASTRO\\nRNC CLIENTE: 05601047805\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454819153693\\nFACTURA NO.: 4401939\\nAUTORIZACION: 916585337\\nTELEFONO: 809-810-2304\\nFECHA: 18/11/2024  HORA: 13:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   17,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       17,000.00\\nITBIS RD$           0.00\\nTOTAL RD$          17,000.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3400468\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 88378845\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nYERLIN ALTAGRACIA GOMEZ CASTILLO\\nRNC EMISOR: 04701739486\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS DIVERSOS ESTRELLA S D E SRL\\nRNC CLIENTE: 131229001\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448812541754\\nFACTURA NO.: 3924711\\nAUTORIZACION: 185532653\\nTELEFONO: 809-418-1933\\nFECHA: 29/05/2025  HORA: 13:23\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                 36,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       36,000.00\\nITBIS RD$       6,480.00\\nTOTAL RD$          42,480.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9363231\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMARIFER MODAS\\nRNC EMISOR: 131730213\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANTONIA MIGUELINA  RAMIREZ FELIZ\\nRNC CLIENTE: 40227165954\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311146962665\\nFACTURA NO.: 3597872\\nAUTORIZACION: 105533906\\nTELEFONO: 809-208-7791\\nFECHA: 16/08/2024  HORA: 18:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   2,259.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     673.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,190.97\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  28,490.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,259.96\\n-------------------------------------------\\nSUBTOTAL RD$       36,872.93\\nITBIS RD$       6,637.13\\nTOTAL RD$          43,510.06\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6354476\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 47526794\\nMM\\nVERIFICADO\"}","template_ids":[5,9,1],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02700298652","04701739486","131730213"],"invoice_ids":["inv_bb34d67eccc68187c66e","inv_0cccb3bf7cc05256ceea","inv_601b19d4195685123e5b"],"observation_id":"obs_b6b903ea15f1c4b2cc26","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.21,"augmentation_metadata":{"downscale_factor":0.862,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.023,"brightness_factor":1.028,"blur_sigma":0.534,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":39.71,"jpeg_quality":83,"documents":[{"rotation_deg":0.354,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.608,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.409,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"MM"}]},"num_invoices":3,"seed":15410281296620895839,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 86835677\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nGRUPO CARAVAGGIO\\nGRUPO CARAVAGGIO SRL\\nRNC: 131529641\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 07190\\nJOSE HO\\nRNC CLIENTE: 430276944\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458080662993\\nFACTURA NO.: 7313850\\nAUTORIZACION: 890127525\\nTELEFONO: 809-925-5682\\nFECHA: 22/06/2024  HORA: 10:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,197.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,721.98\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,939.95\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,696.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,554.93\\nITBIS RD$       3,339.89\\nTOTAL RD$          21,894.82\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8107744\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 93064934\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nISFARMAX\\nISFARMAX SRL\\nRNC 133223422\\nCLIENTE: ISRAEL JOSE PEÑA BERROA\\nRNC CLIENTE: 40230476455\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0152275777\\nFACTURA NO.: 8869585\\nAUTORIZACION: 254222230\\nTELEFONO: 809-423-5862\\nFECHA: 31/03/2025  HORA: 17:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            23,656.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,656.00\\nIMPUESTO ITBIS RD$       4,258.08\\nTOTAL RD$          27,914.08\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8102483\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 28516140\\nI\\n\\n--- FACTURA ---\\n\\nPERSONAL D ANIBAL GS\\nANIBAL CUEVAS SANTANA\\nRNC EMISOR: 02800119212\\nCLIENTE: CRECENCIA SUAREZ FRIAS\\nRNC CLIENTE: 13600076262\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457344641363\\nFACTURA NO.: 3219556\\nAUTORIZACION: 111507723\\nTELEFONO: 809-693-3018\\nFECHA: 13/10/2024  HORA: 13:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            35,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    9,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       42,000.00\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS    49,158.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      120,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      256,158.00\\nITBIS RD$      46,108.44\\nTOTAL RD$         302,266.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9351681\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[11,5,2,12],"business_categories":["comercio_general","comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["101204575","131529641","133223422","02800119212"],"invoice_ids":["inv_774c1974fa797ab1dd0a","inv_7bc95cd1b44164e7465d","inv_64ce6b6766b378cbaeec","inv_e2ac79a1bdea2aa099b6"],"observation_id":"obs_9bd496e3d51a112d32aa","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.987,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":24.67,"jpeg_quality":96,"documents":[{"rotation_deg":-0.107,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.054,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.081,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.102,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"I"},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":15362422292747549723,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_000470.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40221346782\",\"ncf\":\"B0208367718\",\"fecha_comprobante\":\"20251205\",\"monto_facturado_servicios\":59500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LAURA ISABEL DELGADO RODRIGUEZ\\nLAURA ISABEL DELGADO RODRIGUEZ\\nRNC EMISOR: 40221346782\\nCLIENTE: ADMINISTRADORA DE MEDICAMENTOS PARA LA \\nRNC CLIENTE: 132843223\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0208367718\\nFACTURA NO.: 8433348\\nAUTORIZACION: 184515879\\nTELEFONO: 809-959-8059\\nFECHA: 05/12/2025  HORA: 13:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   22,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       59,500.00\\nIMPUESTO ITBIS RD$      10,710.00\\nTOTAL RD$          70,210.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3417139\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40221346782"],"invoice_ids":["inv_30038df1fb50ce91983c"],"observation_id":"obs_71ac9d22d086c5f5ace7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.44,"augmentation_metadata":{"downscale_factor":0.772,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":1.052,"brightness_factor":0.998,"blur_sigma":0.379,"crop_applied":true,"camera_distance_factors":[0.894],"legibility_scale_corrections":[0.0],"final_contrast_stddev":96.26,"jpeg_quality":86,"documents":[{"rotation_deg":4.197,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10582823556811782194,"difficulty":"medium","split":"test"}
{"image":"images/607_000471.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130397899\",\"ncf\":\"B1555618306\",\"fecha_comprobante\":\"20240416\",\"monto_facturado\":15443.50,\"itbis_facturado\":2779.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":18223.33}],\"ocr\":\"RAMCDECO\\nRNC EMISOR: 133732084\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JR DIGITAL S A\\nRNC CLIENTE: 130397899\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1555618306\\nFACTURA NO.: 0003411\\nAUTORIZACION: 751358724\\nTELEFONO: 809-493-6452\\nFECHA: 16/04/2024  HORA: 11:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,766.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,128.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,007.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     542.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,443.50\\nITBIS 18% RD$       2,779.83\\nTOTAL RD$          18,223.33\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2362086\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 72814705\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133732084"],"invoice_ids":["inv_b80e8fd01104eefaa251"],"observation_id":"obs_ab2dcd972e58e19eecfa","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":8.23,"augmentation_metadata":{"downscale_factor":0.615,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":1.002,"brightness_factor":1.069,"blur_sigma":0.868,"crop_applied":false,"camera_distance_factors":[0.906],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.79,"jpeg_quality":75,"documents":[{"rotation_deg":2.097,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10953990127374493081,"difficulty":"very_hard","split":"train"}
{"image":"images/606_000472.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06600230442\",\"ncf\":\"B1476679138\",\"fecha_comprobante\":\"20250124\",\"monto_facturado_servicios\":169000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":30420.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":33.94,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101509503\",\"ncf\":\"E458276165075\",\"fecha_comprobante\":\"20240913\",\"monto_facturado_servicios\":21402.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3852.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133669714\",\"ncf\":\"E314793288401\",\"fecha_comprobante\":\"20241112\",\"monto_facturado_servicios\":687.00,\"monto_facturado_bienes\":15579.50,\"itbis_facturado\":2927.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"HECTANIA CALCAÑO MEDINA\\nHECTANIA CALCAÑO MEDINA\\nRNC EMISOR: 06600230442\\nCLIENTE: CONSTRUELECTRO S A\\nRNC CLIENTE: 123005288\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1476679138\\nFACTURA NO.: 3879224\\nAUTORIZACION: 197208734\\nTELEFONO: 809-541-8307\\nFECHA: 24/01/2025  HORA: 12:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      22,000.00\\n    1  PROYECTO  DISENO DE PLANOS           147,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      169,000.00\\nITBIS RD$      30,420.00\\nOTROS IMPUESTOS RD$      33.94\\nTOTAL RD$         199,453.94\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7426472\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 70065814\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nECOTOPIA\\nECOTOPIA EIRL\\nRNC: 101509503\\nCLIENTE: ENANJO INVERSIONES SRL\\nRNC CLIENTE: 131647626\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458276165075\\nFACTURA NO.: 4254456\\nAUTORIZACION: 157491184\\nTELEFONO: 809-238-9094\\nFECHA: 13/09/2024  HORA: 17:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA         21,402.50\\n----------------------------------------------\\nSUB-TOTAL RD$       21,402.50\\nITBIS 18% RD$       3,852.45\\nTOTAL RD$          25,254.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6679231\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 54679427\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJORNEID INVERSIONES\\nJORNEID INVERSIONES SRL\\nRNC: 133669714\\nCLIENTE: ALMA GIOCONDA GUZMAN A DE SURRIBAS\\nA DE\\nRNC CLIENTE: 00101765071\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314793288401\\nFACTURA NO.: 0324434\\nAUTORIZACION: 261874491\\nTELEFONO: 809-755-9910\\nFECHA: 12/11/2024  HORA: 13:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  13,116.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     687.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,463.50\\n-------------------------------------------\\nSUB-TOTAL RD$       16,266.50\\nITBIS RD$       2,927.97\\nTOTAL RD$          19,194.47\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6956891\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 31104450\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[2,10,1],"business_categories":["comercio_general","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00100084078","132550862","132698657"],"invoice_ids":["inv_03278483c5fd3ac79d6e","inv_22058b393188eb59fd60","inv_3b23fe5b5a781849e8c1"],"observation_id":"obs_7d389e067273aa602964","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.834,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.838,"brightness_factor":1.054,"blur_sigma":0.369,"crop_applied":true,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.1,"jpeg_quality":81,"documents":[{"rotation_deg":1.036,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":0.688,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.589,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15666361186205103883,"difficulty":"hard","split":"train"}
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{"image":"images/607_000501.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05601145039\",\"ncf\":\"E318428459326\",\"fecha_comprobante\":\"20250207\",\"monto_facturado\":234000.00,\"itbis_facturado\":42120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":47.49,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":276167.49,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HIC LEGAL MANAGEMENT\\nRNC EMISOR: 132077989\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CHARBELA ANTONIA EL HAGE EL HAGE\\nRNC CLIENTE: 05601145039\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318428459326\\nFACTURA NO.: 3839126\\nAUTORIZACION: 355842595\\nTELEFONO: 809-716-4157\\nFECHA: 07/02/2025  HORA: 08:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    27,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       55,000.00\\n    1  PROYECTO  DISENO DE PLANOS           149,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       2,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      234,000.00\\nIMPUESTO ITBIS RD$      42,120.00\\nOTROS IMPUESTOS RD$      47.49\\nTOTAL RD$         276,167.49\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4090432\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132077989"],"invoice_ids":["inv_c49333d20a04094ef253"],"observation_id":"obs_a67764dbbb2c7e6e776c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.99,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.025,"brightness_factor":1.02,"blur_sigma":0.186,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":93,"documents":[{"rotation_deg":0.203,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12505287154275267446,"difficulty":"light","split":"train"}
{"image":"images/606_000502.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101545577\",\"ncf\":\"B1596206460\",\"fecha_comprobante\":\"20250124\",\"monto_facturado_servicios\":5000.00,\"monto_facturado_bienes\":4501.00,\"itbis_facturado\":1710.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"101826991\",\"ncf\":\"B1414198350\",\"fecha_comprobante\":\"20250715\",\"monto_facturado_servicios\":1793.00,\"monto_facturado_bienes\":28519.80,\"itbis_facturado\":5456.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"INVERSIONES BENOVA SRL\\nINVERSIONES BENOVA SRL\\nRNC: 101545577\\nCLIENTE: LUIS DE LA CRUZ SANCHEZ\\nRNC CLIENTE: 04800081350\\nFACTURA DE CREDITO FISCAL\\nNCF: B1596206460\\nFACTURA NO.: 6267417\\nAUTORIZACION: 62777394\\nTELEFONO: 809-281-5627\\nFECHA: 24/01/2025  HORA: 18:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   5,000.00\\n    5  FUNDA     CEMENTO GRIS 42.5 KG\\n                                   2,522.50\\n    1  UNIDAD    CERRADURA DE POMO\\n                                   1,146.00\\n    9  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                     832.50\\n-------------------------------------------\\nSUB-TOTAL RD$        9,501.00\\nITBIS 18% RD$       1,710.18\\nTOTAL RD$          11,211.18\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2226797\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 56091702\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTHE STELLAR GROUP INCORPORATED\\nTHE STELLAR GROUP INCORPORATED\\nRNC EMISOR: 101826991\\nCLIENTE: BUSINESS WEB SERVICES BY JOSE\\nARTURO GA\\nRNC CLIENTE: 133236052\\nFACTURA DE CREDITO FISCAL\\nNCF: B1414198350\\nFACTURA NO.: 3804302\\nAUTORIZACION: 836992787\\nTELEFONO: 809-814-1211\\nFECHA: 15/07/2025  HORA: 11:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,176.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,259.80\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  12,844.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,793.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,240.00\\n-------------------------------------------\\nSUB-TOTAL RD$       30,312.80\\nITBIS 18% RD$       5,456.30\\nTOTAL RD$          35,769.10\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 8665831\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 39775954\\nPagado\"}","template_ids":[5,0],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["101545577","101826991"],"invoice_ids":["inv_131b02793581bf133372","inv_242150c24d8f4dfb8b66"],"observation_id":"obs_12fecb160610da8c052e","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":6.46,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.957,"brightness_factor":1.009,"blur_sigma":0.14,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.84,"jpeg_quality":88,"documents":[{"rotation_deg":-0.686,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.744,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":10713110794682250516,"difficulty":"medium","split":"validation"}
{"image":"images/607_000503.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430044261\",\"ncf\":\"E445368047125\",\"fecha_comprobante\":\"20240227\",\"monto_facturado\":74000.00,\"itbis_facturado\":13320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":87320.00}],\"ocr\":\"REYNALDO RUPERTO VARLACK FRIAS\\nRNC EMISOR: 02301359838\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MINISTERIO INTERNACIONAL\\nRESTITUYENDO N\\nRNC CLIENTE: 430044261\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445368047125\\nFACTURA NO.: 5065716\\nAUTORIZACION: 716163573\\nTELEFONO: 809-659-9533\\nFECHA: 27/02/2024  HORA: 17:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  12,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  59,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   3,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       74,000.00\\nITBIS 18% RD$      13,320.00\\nTOTAL RD$          87,320.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 5813323\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 93931874\\nRRV\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["02301359838"],"invoice_ids":["inv_fc3a8a8a81d2193da533"],"observation_id":"obs_33bff620c9e7944dbcdf","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.35,"augmentation_metadata":{"downscale_factor":0.835,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.843,"brightness_factor":1.036,"blur_sigma":0.625,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":78,"documents":[{"rotation_deg":0.323,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RRV"}]},"num_invoices":1,"seed":15156717351873206786,"difficulty":"medium","split":"train"}
{"image":"images/606_000504.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132704088\",\"ncf\":\"E329878469145\",\"fecha_comprobante\":\"20240312\",\"monto_facturado_servicios\":142500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FUM DRONES DOMINICANOS\\nFUM DRONES DOMINICANOS SRL\\nRNC: 132704088\\nCLIENTE: STORWMARINE SRL\\nRNC CLIENTE: 133713081\\nFACTURA DE CREDITO FISCAL\\nNCF E329878469145\\nFACTURA NO.: 2672068\\nAUTORIZACION: 188020829\\nTELEFONO: 809-767-8004\\nFECHA: 12/03/2024  HORA: 18:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    82,500.00\\n    1  SERVICIO  ASESORIA TECNICA            40,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      142,500.00\\nITBIS 18% RD$      25,650.00\\nTOTAL RD$         168,150.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 162477\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 94678460\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\nCompra almacen\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132704088"],"invoice_ids":["inv_b21fa9b1727af0a5ddcc"],"observation_id":"obs_f085f71e492f876eeda7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.4,"augmentation_metadata":{"downscale_factor":0.622,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.845,"brightness_factor":1.033,"blur_sigma":0.864,"crop_applied":false,"camera_distance_factors":[0.965],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.88,"jpeg_quality":72,"documents":[{"rotation_deg":-1.067,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12728960950675641640,"difficulty":"medium","split":"train"}
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{"image":"images/606_000506.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133714574\",\"ncf\":\"B1544671143\",\"fecha_comprobante\":\"20250406\",\"monto_facturado_servicios\":352603.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":63468.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131659977\",\"ncf\":\"E312234706326\",\"fecha_comprobante\":\"20240306\",\"monto_facturado_servicios\":1172.99,\"monto_facturado_bienes\":64113.00,\"itbis_facturado\":11751.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"WESDACCAPITAL WD\\nWESDACCAPITAL WD SRL\\nRNC 133714574\\nCLIENTE: CONSTRUCTORA CORINA SRL\\nRNC CLIENTE: 132053834\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1544671143\\nFACTURA NO.: 9525756\\nAUTORIZACION: 51266058\\nTELEFONO: 809-985-5412\\nFECHA: 06/04/2025  HORA: 14:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  ADMINISTRACION DE INMUEBLE   84,040.00\\n    1  SERVICIO  COMISION INMOBILIARIA      139,711.00\\n    3  SERVICIO  TASACION DE PROPIEDAD      126,210.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    2,642.00\\n----------------------------------------------\\nSUB-TOTAL RD$      352,603.00\\nITBIS 18% RD$      63,468.54\\nTOTAL RD$         416,071.54\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 472808\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 38717081\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nCSOFT SISTEMAS INTEGRALES TECNOLOGICOS\\nCSOFT SISTEMAS INTEGRALES TECNOLOGICOS SRL\\nRNC 131659977\\nCLIENTE: LINO ALBERTO GONZALEZ RODRIGUEZ\\nRNC CLIENTE: 00100034479\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312234706326\\nFACTURA NO.: 3924902\\nAUTORIZACION: 69825971\\nTELEFONO: 809-779-3113\\nFECHA: 06/03/2024  HORA: 20:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            739.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,004.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        19,380.00\\n    5  UNIDAD    EQUIPO ELECTRICO            38,990.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,172.99\\n----------------------------------------------\\nSUB-TOTAL RD$       65,285.99\\nITBIS RD$      11,751.48\\nTOTAL RD$          77,037.47\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3304157\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 71096027\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[7,6],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133714574","131659977"],"invoice_ids":["inv_b30a6351c1a3a56e1979","inv_f40a99fdc42774affe7e"],"observation_id":"obs_4aeaa15d26b82c4e715e","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.73,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":1.017,"brightness_factor":1.049,"blur_sigma":0.384,"crop_applied":false,"camera_distance_factors":[0.904,0.911],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.79,"jpeg_quality":87,"documents":[{"rotation_deg":1.674,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.757,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4468192677527953729,"difficulty":"medium","split":"train"}
{"image":"images/607_000507.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02301463945\",\"ncf\":\"E312482337474\",\"fecha_comprobante\":\"20241103\",\"monto_facturado\":38435.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":38435.95,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131097065\",\"ncf\":\"B0285116720\",\"fecha_comprobante\":\"20250522\",\"monto_facturado\":142500.00,\"itbis_facturado\":25650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":168150.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PRODUCCIONES ALTAMIRA S A\\nRNC EMISOR: 101092394\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN RAFAEL PAYANO POZO\\nRNC CLIENTE: 02301463945\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E312482337474\\nFACTURA NO.: 3096187\\nAUTORIZACION: 781447853\\nTELEFONO: 809-856-6570\\nFECHA: 03/11/2024  HORA: 14:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    TARJETAS DE PRESENTACION    10,480.00\\n    1  SERVICIO  IMPRESION FULL COLOR        12,788.95\\n    1  SERVICIO  ROTULACION EN VINIL         15,167.00\\n----------------------------------------------\\nSUB-TOTAL RD$       38,435.95\\nITBIS RD$           0.00\\nTOTAL RD$          38,435.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 749561\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 79948440\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nGRUPO TECNICO EMPRESARIAL\\nRNC EMISOR: 101642165\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RANCHO TORRES SRL\\nRNC CLIENTE: 131097065\\nFACTURA DE CREDITO FISCAL\\nNCF B0285116720\\nFACTURA NO.: 0908831\\nAUTORIZACION: 774027423\\nTELEFONO: 809-617-6404\\nFECHA: 22/05/2025  HORA: 19:19\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 22,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 47,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 73,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      142,500.00\\nITBIS 18% RD$      25,650.00\\nTOTAL RD$         168,150.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9984650\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 19393208\"}","template_ids":[6,9],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101092394","101642165"],"invoice_ids":["inv_8456afd1ca1f02f5908c","inv_7c159969bcd823327c56"],"observation_id":"obs_407e5cf08f272b9ad599","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":6.52,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.995,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":37.52,"jpeg_quality":96,"documents":[{"rotation_deg":-0.065,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.042,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16574069678534147500,"difficulty":"medium","split":"train"}
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{"image":"images/607_000509.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430162582\",\"ncf\":\"B1598821024\",\"fecha_comprobante\":\"20241104\",\"monto_facturado\":92500.00,\"itbis_facturado\":16650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":109150.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430349275\",\"ncf\":\"B1459920302\",\"fecha_comprobante\":\"20240304\",\"monto_facturado\":11777.15,\"itbis_facturado\":2119.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13897.04,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132626206\",\"ncf\":\"E316850658723\",\"fecha_comprobante\":\"20241208\",\"monto_facturado\":2589.99,\"itbis_facturado\":466.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1017.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2038.47,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CREDIMACRO\\nRNC EMISOR: 133508257\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION DE ATENCION INFANTIL CLEMENCI\\nRNC CLIENTE: 430162582\\nFACTURA DE CREDITO FISCAL\\nNCF: B1598821024\\nFACTURA NO.: 9142311\\nAUTORIZACION: 172615113\\nTELEFONO: 809-996-1266\\nFECHA: 04/11/2024  HORA: 20:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            78,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      14,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       92,500.00\\nITBIS 18% RD$      16,650.00\\nTOTAL RD$         109,150.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1790939\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGERRY JOAN DE JESUS CORDERO\\nRNC EMISOR: 04701294755\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERATIVA AGROINDUSTRIAL Y SERVICIOS\\nRNC CLIENTE: 430349275\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1459920302\\nFACTURA NO.: 3574329\\nAUTORIZACION: 430561972\\nTELEFONO: 809-454-1436\\nFECHA: 04/03/2024  HORA: 12:25\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    TUBO PVC PRESION 2 PULGADAS\\n                                                    942.00\\n  173  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS\\n                                                  9,167.27\\n   12  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                  1,667.88\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       11,777.15\\nITBIS RD$       2,119.89\\nTOTAL RD$          13,897.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7201499\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSOFTVER\\nRNC EMISOR: 132773438\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEZCRIANDO SRL\\nRNC CLIENTE: 132626206\\nFACTURA DE CREDITO FISCAL\\nNCF E316850658723\\nFACTURA NO.: 1359946\\nAUTORIZACION: 741837015\\nTELEFONO: 809-927-2832\\nFECHA: 08/12/2024  HORA: 09:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,897.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     692.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,589.99\\nIMPUESTO ITBIS RD$         466.20\\nTOTAL RD$           3,056.19\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2585890\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 48815904\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\"}","template_ids":[4,9,5],"business_categories":["profesional","construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["133508257","04701294755","132773438"],"invoice_ids":["inv_f68c181bd962cd4504e4","inv_f3aa42e19841bce0cdc0","inv_3300f43853b192948214"],"observation_id":"obs_12f419bff7f32e03b3fe","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":3.93,"augmentation_metadata":{"downscale_factor":0.85,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.907,"brightness_factor":0.963,"blur_sigma":0.067,"crop_applied":true,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":76.29,"jpeg_quality":90,"documents":[{"rotation_deg":2.92,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.152,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.28,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":15191160181315774763,"difficulty":"hard","split":"train"}
{"image":"images/606_000510.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131729401\",\"ncf\":\"B0185697543\",\"fecha_comprobante\":\"20240109\",\"monto_facturado_servicios\":5616.00,\"monto_facturado_bienes\":375.90,\"itbis_facturado\":1078.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FIDEICOMISO PROYECTO PALCOS DE MARAÑON\\nFIDEICOMISO PROYECTO PALCOS DE MARAÑON\\nRNC: 131729401\\nCLIENTE: AGROPECUARIA SABANETA SRL\\nRNC CLIENTE: 101589078\\nFACTURA DE CREDITO FISCAL\\nNCF: B0185697543\\nFACTURA NO.: 8631185\\nAUTORIZACION: 725349953\\nTELEFONO: 809-610-2604\\nFECHA: 09/01/2024  HORA: 16:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  DIA       ALQUILER TALADRO PERCUTOR\\n                                   5,616.00\\n    2  UNIDAD    INTERRUPTOR SENCILLO\\n                                     375.90\\n-------------------------------------------\\nSUB-TOTAL RD$        5,991.90\\nITBIS 18% RD$       1,078.54\\nTOTAL RD$           7,070.44\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8795180\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 27990969\\nFPP\\nPAGADO\"}","template_ids":[0],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["131729401"],"invoice_ids":["inv_2c1f502f6172d7439810"],"observation_id":"obs_37f386fce5a3963d144f","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.48,"augmentation_metadata":{"downscale_factor":0.781,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.897,"brightness_factor":1.005,"blur_sigma":0.528,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.24,"jpeg_quality":83,"documents":[{"rotation_deg":-0.363,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FPP"}]},"num_invoices":1,"seed":7986803493889660966,"difficulty":"hard","split":"train"}
{"image":"images/607_000511.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102341066\",\"ncf\":\"B1483087096\",\"fecha_comprobante\":\"20251226\",\"monto_facturado\":14395.49,\"itbis_facturado\":2591.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":16986.68},{\"rnc\":\"131079113\",\"ncf\":\"B1589201773\",\"fecha_comprobante\":\"20250721\",\"monto_facturado\":1697.93,\"itbis_facturado\":62.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1760.03,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CENTRO DE REPARACIONES Y VENTAS JEFERSON\\nRNC EMISOR: 10200128782\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE RAMON RODRIGUEZ MARTINEZ\\nRNC CLIENTE: 03102341066\\nFACTURA DE CREDITO FISCAL\\nNCF: B1483087096\\nFACTURA NO.: 0202271\\nAUTORIZACION: 81800465\\nTELEFONO: 809-373-1621\\nFECHA: 26/12/2025  HORA: 19:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,376.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,250.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,380.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,290.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,098.99\\n-------------------------------------------\\nSUBTOTAL RD$       14,395.49\\nITBIS 18% RD$       2,591.19\\nTOTAL RD$          16,986.68\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6067865\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 21143169\\n\\n--- FACTURA ---\\n\\nAMADO MARTINEZ\\nRNC EMISOR: 00112529532\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MULTISERVICIOS HERRERA DE JESUS SRL\\nRNC CLIENTE: 131079113\\nFACTURA DE CREDITO FISCAL\\nNCF: B1589201773\\nFACTURA NO.: 5688075\\nAUTORIZACION: 380630759\\nTELEFONO: 809-887-4102\\nFECHA: 21/07/2025  HORA: 13:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  LIBRA     AZUCAR CREMA LIBRA             165.00\\n  7.5  LIBRA     POLLO FRESCO LIBRA             734.93\\n    1  LIBRA     QUESO BLANCO DE FREIR LIBRA      237.00\\n    3  PAQUETE   ESPAGUETIS PAQUETE 400 G       216.00\\n    5  PAQUETE   SERVILLETAS PAQUETE 100 UND      345.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,697.93\\nITBIS 18% RD$          62.10\\nTOTAL RD$           1,760.03\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3696676\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[5,7],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["10200128782","00112529532"],"invoice_ids":["inv_117ef47edf41c57f0d47","inv_2863313de85c182907dd"],"observation_id":"obs_339b39d54e9ffcb23e44","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.72,"augmentation_metadata":{"downscale_factor":0.452,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.105,"brightness_factor":1.014,"blur_sigma":1.05,"crop_applied":false,"camera_distance_factors":[0.904,0.89],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":84.45,"jpeg_quality":75,"documents":[{"rotation_deg":0.333,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.587,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17344454071553385309,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 83321990\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nD ANTONIO OLIVO BILLAR Y TERRAZA\\nCARLOS MEJIA FRIAS\\nRNC 00400228045\\nCLIENTE: BRIGIDA ROSARIO RODRIGUEZ DE LEON\\nRNC CLIENTE: 03102674607\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1465819638\\nFACTURA NO.: 6970233\\nAUTORIZACION: 767378717\\nTELEFONO: 809-505-8118\\nFECHA: 07/10/2025  HORA: 19:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  20,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  22,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       42,500.00\\nIMPUESTO ITBIS RD$       7,650.00\\nTOTAL RD$          50,150.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8904269\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000537.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101710675\",\"ncf\":\"E444982469446\",\"fecha_comprobante\":\"20251003\",\"monto_facturado\":18197.00,\"itbis_facturado\":3275.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12083.82,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9388.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ADAMANAY MANON MENDEZ\\nRNC EMISOR: 40213257419\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA DE LA COSTA M & J S A\\nRNC CLIENTE: 101710675\\nFACTURA DE CREDITO FISCAL\\nNCF E444982469446\\nFACTURA NO.: 3754696\\nAUTORIZACION: 44160360\\nTELEFONO: 809-972-3338\\nFECHA: 03/10/2025  HORA: 20:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,257.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,257.00\\n    2  UNIDAD    EQUIPO ELECTRICO            14,944.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           739.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       18,197.00\\nIMPUESTO ITBIS RD$       3,275.46\\nTOTAL RD$          21,472.46\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7097130\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 29434693\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nVERIFICADO\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40213257419"],"invoice_ids":["inv_ceeac911dc19223f6787"],"observation_id":"obs_fbc8c43529eba5812724","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.89,"augmentation_metadata":{"downscale_factor":0.81,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.839,"brightness_factor":1.042,"blur_sigma":0.583,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":29.0,"jpeg_quality":85,"documents":[{"rotation_deg":0.478,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8334517435999043831,"difficulty":"medium","split":"train"}
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{"image":"images/606_000542.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22500158070\",\"ncf\":\"E317295311840\",\"fecha_comprobante\":\"20251201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7204.00,\"itbis_facturado\":1296.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"NAIROBI CAROLINA FERNANDEZ REYNOSO\\nNAIROBI CAROLINA FERNANDEZ REYNOSO\\nRNC EMISOR: 22500158070\\nCLIENTE: ASOCIACION DE MUJERES\\nEMPRENDEDORAS SEI\\nRNC CLIENTE: 430154385\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317295311840\\nFACTURA NO.: 5566505\\nAUTORIZACION: 294755162\\nTELEFONO: 809-261-9834\\nFECHA: 01/12/2025  HORA: 18:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    CALZADO CASUAL\\n                                   7,204.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,204.00\\nITBIS 18% RD$       1,296.72\\nTOTAL RD$           8,500.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3617700\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 73338864\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\"}","template_ids":[1],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["22500158070"],"invoice_ids":["inv_6d37df7143e69f2d81f0"],"observation_id":"obs_a167551b663ef40b02e1","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.54,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.955,"brightness_factor":1.021,"blur_sigma":0.188,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.47,"jpeg_quality":92,"documents":[{"rotation_deg":0.797,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7889019258078757855,"difficulty":"light","split":"train"}
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{"image":"images/606_000562.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109175174\",\"ncf\":\"B0294080918\",\"fecha_comprobante\":\"20240124\",\"monto_facturado_servicios\":10127.99,\"monto_facturado_bienes\":9506.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CANDIDA ROSA  VASQUEZ DE HERNANDEZ\\nCANDIDA ROSA  VASQUEZ DE HERNANDEZ\\nRNC EMISOR: 00109175174\\nCLIENTE: PROMOCIONES RAMIREZ S A\\nRNC CLIENTE: 101635152\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0294080918\\nFACTURA NO.: 9720459\\nAUTORIZACION: 963516475\\nTELEFONO: 809-203-4227\\nFECHA: 24/01/2024  HORA: 09:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CUOTA DE INSCRIPCION        10,127.99\\n    4  UNIDAD    LIBRO DE TEXTO               9,506.00\\n----------------------------------------------\\nSUBTOTAL RD$       19,633.99\\nITBIS RD$           0.00\\nTOTAL RD$          19,633.99\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9157509\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 48796268\\nCRV\"}","template_ids":[3],"business_categories":["educacion"],"catalog_sources":[["curated"]],"issuer_rncs":["00109175174"],"invoice_ids":["inv_03e0f0acd463118ecd00"],"observation_id":"obs_94ffbc723a19464e6360","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.011,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.78,"jpeg_quality":98,"documents":[{"rotation_deg":0.016,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CRV"}]},"num_invoices":1,"seed":8337469029926885691,"difficulty":"clean","split":"train"}
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{"image":"images/607_000565.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133717506\",\"ncf\":\"E440062125357\",\"fecha_comprobante\":\"20251119\",\"monto_facturado\":2651.50,\"itbis_facturado\":477.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":3128.77,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00116234014\",\"ncf\":\"B0270333082\",\"fecha_comprobante\":\"20250507\",\"monto_facturado\":33635.00,\"itbis_facturado\":6054.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":39689.30,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GUNTHER RAI\\nRNC EMISOR: 132122364\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YO SOY BACHATERO SRL\\nRNC CLIENTE: 133717506\\nFACTURA DE CREDITO FISCAL\\nNCF E440062125357\\nFACTURA NO.: 5640132\\nAUTORIZACION: 189131282\\nTELEFONO: 809-798-8248\\nFECHA: 19/11/2025  HORA: 18:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REFRESCO\\n                                     406.50\\n    3  UNIDAD    POSTRE DE LA CASA\\n                                     987.00\\n    2  UNIDAD    PLATO DEL DIA\\n                                   1,258.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,651.50\\nITBIS 18% RD$         477.27\\nTOTAL RD$           3,128.77\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6116753\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 21350764\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGR\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nROSA AUTO PARTS JIMENEZ SANTANA\\nRNC EMISOR: 02301050536\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DAGMI PRISCILLE SIGARAN SOTO\\nRNC CLIENTE: 00116234014\\nFACTURA DE CREDITO FISCAL\\nNCF: B0270333082\\nFACTURA NO.: 2442192\\nAUTORIZACION: 721855506\\nTELEFONO: 809-967-7568\\nFECHA: 07/05/2025  HORA: 16:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,425.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     926.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  22,740.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,544.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       33,635.00\\nITBIS RD$       6,054.30\\nTOTAL RD$          39,689.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4383132\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 64271247\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,1],"business_categories":["restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132122364","02301050536"],"invoice_ids":["inv_4f8ac5342dafe25baa28","inv_0187346987e5ec7054b9"],"observation_id":"obs_a8fd3a685883244983d1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.75,"augmentation_metadata":{"downscale_factor":0.746,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.618,"brightness_factor":1.039,"blur_sigma":0.283,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":86,"documents":[{"rotation_deg":-0.519,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.29,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GR"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":3597120425964737767,"difficulty":"hard","split":"train"}
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{"image":"images/607_000567.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430222097\",\"ncf\":\"B0181344791\",\"fecha_comprobante\":\"20241026\",\"monto_facturado\":127000.00,\"itbis_facturado\":22860.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":52659.58,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":97200.42,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00113888390\",\"ncf\":\"E458323545842\",\"fecha_comprobante\":\"20251230\",\"monto_facturado\":9930.00,\"itbis_facturado\":1787.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":11717.40,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40235478563\",\"ncf\":\"B1581527854\",\"fecha_comprobante\":\"20251110\",\"monto_facturado\":15950.00,\"itbis_facturado\":2871.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18821.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FUDNES\\nRNC EMISOR: 430006513\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GOL FUTBOL CLUB LIC HIPOLITO MEDINA GOL\\nRNC CLIENTE: 430222097\\nFACTURA DE CREDITO FISCAL\\nNCF B0181344791\\nFACTURA NO.: 8345478\\nAUTORIZACION: 837595542\\nTELEFONO: 809-273-7836\\nFECHA: 26/10/2024  HORA: 08:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           127,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      127,000.00\\nIMPUESTO ITBIS RD$      22,860.00\\nTOTAL RD$         149,860.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7722648\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nISAAC S VEGETABLES AND FRUITS\\nRNC EMISOR: 131502059\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KELVIN BELTRE\\nRNC CLIENTE: 00113888390\\nFACTURA DE CREDITO FISCAL\\nNCF: E458323545842\\nFACTURA NO.: 4614848\\nAUTORIZACION: 882985714\\nTELEFONO: 809-649-1304\\nFECHA: 30/12/2025  HORA: 16:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             9,930.00\\n----------------------------------------------\\nSUB-TOTAL RD$        9,930.00\\nIMPUESTO ITBIS RD$       1,787.40\\nTOTAL RD$          11,717.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5544011\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 46825324\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\\n\\n--- FACTURA ---\\n\\nDOMINICANA PHONE PEROBA\\nRNC EMISOR: 132082656\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS DANIEL EVES GARCIA\\nRNC CLIENTE: 00101653558\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313232290614\\nFACTURA NO.: 1185850\\nAUTORIZACION: 158885041\\nTELEFONO: 809-597-3219\\nFECHA: 03/10/2025  HORA: 08:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO        19,060.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,415.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         3,214.00\\n    2  UNIDAD    MATERIAL DE OFICINA          1,996.00\\n----------------------------------------------\\nSUBTOTAL RD$       25,685.00\\nITBIS 18% RD$       4,623.30\\nTOTAL RD$          30,308.30\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2997862\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000581.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430345636\",\"ncf\":\"E458033495503\",\"fecha_comprobante\":\"20240413\",\"monto_facturado\":19459.30,\"itbis_facturado\":3502.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":22961.97},{\"rnc\":\"130135322\",\"ncf\":\"B1507314138\",\"fecha_comprobante\":\"20251226\",\"monto_facturado\":20703.96,\"itbis_facturado\":3726.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":24430.67,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131753736\",\"ncf\":\"E455712954798\",\"fecha_comprobante\":\"20251227\",\"monto_facturado\":51099.70,\"itbis_facturado\":9197.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":60297.65,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANA MERCEDES SANCHEZ GONZALES\\nRNC EMISOR: 40225613252\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FARMACIA PARROQUIAL PADRE MARTIN HERNAN\\nRNC CLIENTE: 430345636\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458033495503\\nFACTURA NO.: 4661195\\nAUTORIZACION: 237745783\\nTELEFONO: 809-958-2110\\nFECHA: 13/04/2024  HORA: 18:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          1,472.85\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,537.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,407.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,338.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        12,703.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       19,459.30\\nIMPUESTO ITBIS RD$       3,502.67\\nTOTAL RD$          22,961.97\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 2316621\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGLIZZYRECORD\\nRNC EMISOR: 133515662\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALIDA MERCEDES TAVERAS RODRIGUEZ\\nRNC CLIENTE: 130135322\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1507314138\\nFACTURA NO.: 2095923\\nAUTORIZACION: 58473603\\nTELEFONO: 809-742-6678\\nFECHA: 26/12/2025  HORA: 08:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  20,703.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,703.96\\nIMPUESTO ITBIS RD$       3,726.71\\nTOTAL RD$          24,430.67\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8374469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 11377428\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nG\\n\\n--- FACTURA ---\\n\\nMEDIX SOLUTIONS\\nRNC EMISOR: 133610213\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FESTEJOS MAR SAS\\nRNC CLIENTE: 131753736\\nFACTURA DE CREDITO FISCAL\\nNCF: E455712954798\\nFACTURA NO.: 0653776\\nAUTORIZACION: 353845818\\nTELEFONO: 809-496-9147\\nFECHA: 27/12/2025  HORA: 19:48\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                 17,882.85\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    836.85\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 32,380.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       51,099.70\\nITBIS 18% RD$       9,197.95\\nTOTAL RD$          60,297.65\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7511627\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 27279122\"}","template_ids":[4,5,9],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["40225613252","133515662","133610213"],"invoice_ids":["inv_6408e702c5d7d53c1030","inv_541c9caffa3fb268bb92","inv_b2080deaeb599ab3135e"],"observation_id":"obs_c189563cb7beaff504ad","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.954,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":1.007,"brightness_factor":0.976,"blur_sigma":0.224,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.39,"jpeg_quality":96,"documents":[{"rotation_deg":-0.673,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.625,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.526,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"G"},{"kind":"none","text":""}]},"num_invoices":3,"seed":1404358987758949161,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 71436783\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nREEF CHECK DOMINICAN REPUBLIC\\nRNC EMISOR: 430031992\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESTACION TEXACO CONUCO HERMANOS GARCIA \\nRNC CLIENTE: 130870268\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442799824801\\nFACTURA NO.: 5747231\\nAUTORIZACION: 77000494\\nTELEFONO: 809-895-7828\\nFECHA: 20/04/2025  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        35,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   60,000.00\\n    1  VISITA    INSPECCION TECNICA          22,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      129,500.00\\nITBIS RD$      23,310.00\\nTOTAL RD$         152,810.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 205581\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 16521860\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPRODUCTOS MAMA\\nRNC EMISOR: 102317399\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GILBERTO YSAAC ACEVEDO VALERA\\nRNC CLIENTE: 00113121214\\nFACTURA DE CREDITO FISCAL\\nNCF: E326377373309\\nFACTURA NO.: 6066235\\nAUTORIZACION: 405405640\\nTELEFONO: 809-470-2086\\nFECHA: 16/05/2024  HORA: 10:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   8,197.50\\n-------------------------------------------\\nSUB-TOTAL RD$        8,197.50\\nITBIS 18% RD$       1,475.55\\nTOTAL RD$           9,673.05\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6183947\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 15295330\\nPM\\nRECIBIDO\"}","template_ids":[6,4,0],"business_categories":["ropa_comercio","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130329486","430031992","102317399"],"invoice_ids":["inv_35ce65051cb9336c425a","inv_dc565810f60d5c26ee4a","inv_d8f43ed2a21e7d34af14"],"observation_id":"obs_48d301d0b3454955a04d","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.687,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":0.872,"brightness_factor":1.034,"blur_sigma":0.422,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.22,"jpeg_quality":88,"documents":[{"rotation_deg":0.924,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.202,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.16,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"PM"}]},"num_invoices":3,"seed":11914165161755593180,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 79631648\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nBLUINVEST\\nRNC EMISOR: 132772611\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIRIAM S A\\nRNC CLIENTE: 101091894\\nFACTURA DE CREDITO FISCAL\\nNCF B0186804407\\nFACTURA NO.: 6880003\\nAUTORIZACION: 363709306\\nTELEFONO: 809-508-4025\\nFECHA: 14/07/2024  HORA: 19:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  MES       ALQUILER DE LOCAL          600,014.95\\n----------------------------------------------\\nSUBTOTAL RD$      600,014.95\\nITBIS RD$     108,002.69\\nTOTAL RD$         708,017.64\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4740558\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 47763755\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[0,13,4],"business_categories":["profesional","profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131786162","130472602","132772611"],"invoice_ids":["inv_6096e4663b94441b8499","inv_b70b4e94740b2eb44522","inv_f7f34aca94e1b9cc7321"],"observation_id":"obs_342933f6258946cd6586","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.859,"red_scale":1.044,"blue_scale":0.956,"contrast_factor":0.864,"brightness_factor":1.057,"blur_sigma":0.415,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.95,"jpeg_quality":79,"documents":[{"rotation_deg":-0.763,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.957,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.886,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IC"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6873945385125234483,"difficulty":"hard","split":"validation"}
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{"image":"images/606_000596.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132582081\",\"ncf\":\"B1489619566\",\"fecha_comprobante\":\"20240917\",\"monto_facturado_servicios\":1113.00,\"monto_facturado_bienes\":1183.00,\"itbis_facturado\":413.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RENOVADA STETIC BROWS\\nRENOVADA STETIC BROWS SRL\\nRNC: 132582081\\nCLIENTE: BEJARAN MOVIL SHOP SRL\\nRNC CLIENTE: 133694192\\nFACTURA DE CREDITO FISCAL\\nNCF B1489619566\\nFACTURA NO.: 9077521\\nAUTORIZACION: 844191511\\nTELEFONO: 809-336-1400\\nFECHA: 17/09/2024  HORA: 11:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    CHAMPU PROFESIONAL           1,183.00\\n    1  SERVICIO  LAVADO Y SECADO              1,113.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,296.00\\nIMPUESTO ITBIS RD$         413.28\\nTOTAL RD$           2,709.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5427024\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 39861428\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCopia cliente\"}","template_ids":[4],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["132582081"],"invoice_ids":["inv_a9077d086ec78ff9cd78"],"observation_id":"obs_efe00461b9f992a95334","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.961,"brightness_factor":1.006,"blur_sigma":0.167,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.33,"jpeg_quality":96,"documents":[{"rotation_deg":0.136,"perspective":0.003,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11786933611198321319,"difficulty":"light","split":"train"}
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{"image":"images/606_000608.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40200367015\",\"ncf\":\"B0278017432\",\"fecha_comprobante\":\"20251127\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":41783.00,\"itbis_facturado\":7520.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ARMANDO MIGUEL CORONA SOSA\\nARMANDO MIGUEL CORONA SOSA\\nRNC: 40200367015\\nCLIENTE: GERTRUDIS GRANDALES PEREZ\\nRNC CLIENTE: 00117661736\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0278017432\\nFACTURA NO.: 9610875\\nAUTORIZACION: 120684215\\nTELEFONO: 809-290-2259\\nFECHA: 27/11/2025  HORA: 14:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,575.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,148.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     735.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  34,325.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       41,783.00\\nITBIS RD$       7,520.94\\nTOTAL RD$          49,303.94\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4035847\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 93366962\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAMC\\nARCHIVADO\\nEntregado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40200367015"],"invoice_ids":["inv_1c31583f5acbf1eb6045"],"observation_id":"obs_3993cce7f514b183a194","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.51,"augmentation_metadata":{"downscale_factor":0.668,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.887,"brightness_factor":1.025,"blur_sigma":0.365,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":86.9,"jpeg_quality":88,"documents":[{"rotation_deg":1.924,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AMC"}]},"num_invoices":1,"seed":17462079551207646667,"difficulty":"hard","split":"test"}
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{"image":"images/606_000610.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101534095\",\"ncf\":\"B0156062250\",\"fecha_comprobante\":\"20240313\",\"monto_facturado_servicios\":75500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13590.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00102525979\",\"ncf\":\"B1539468821\",\"fecha_comprobante\":\"20251123\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2040.00,\"itbis_facturado\":207.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132086856\",\"ncf\":\"E312445100847\",\"fecha_comprobante\":\"20250722\",\"monto_facturado_servicios\":1842.00,\"monto_facturado_bienes\":39739.91,\"itbis_facturado\":7484.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CORPORACION DE CREDITOS VELAZQUEZ INMOBILI\\nCORPORACION DE CREDITOS VELAZQUEZ INMOBILIARIA S\\nRNC: 101534095\\nCLIENTE: B M INTERNACIONAL C POR A\\nRNC CLIENTE: 122016309\\nFACTURA DE CREDITO FISCAL\\nNCF B0156062250\\nFACTURA NO.: 8491683\\nAUTORIZACION: 795023799\\nTELEFONO: 809-713-9569\\nFECHA: 13/03/2024  HORA: 15:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         75,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       75,500.00\\nITBIS RD$      13,590.00\\nTOTAL RD$          89,090.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5314530\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 58341775\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nABIGAIL GONZALEZ CALDERON\\nABIGAIL GONZALEZ CALDERON\\nRNC 00102525979\\nCLIENTE: EDYS JAIME DE LEON ZAPATA\\nRNC CLIENTE: 03102381880\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1539468821\\nFACTURA NO.: 5157356\\nAUTORIZACION: 750364093\\nTELEFONO: 809-572-2943\\nFECHA: 23/11/2025  HORA: 18:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    DETERGENTE EN POLVO\\n                                   1,150.00\\n    2  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     410.00\\n    2  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     480.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,040.00\\nIMPUESTO ITBIS RD$         207.00\\nTOTAL RD$           2,247.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8217435\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 44607956\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\\n\\n--- FACTURA ---\\n\\nCHANCEO EVOLUCTION\\nCHANCEO EVOLUCTION EIRL\\nRNC EMISOR: 132086856\\nCLIENTE: FRANCISCO RAFAEL DE LOS ANGELE DOMINGUE\\nRNC CLIENTE: 05400106554\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312445100847\\nFACTURA NO.: 6244905\\nAUTORIZACION: 606400669\\nTELEFONO: 809-350-9564\\nFECHA: 22/07/2025  HORA: 11:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    CAMISA DE VESTIR            13,055.00\\n    1  UNIDAD    GORRA BORDADA                1,246.00\\n    1  SERVICIO  AJUSTE Y CONFECCION          1,842.00\\n    4  UNIDAD    CALZADO CASUAL              20,847.96\\n    1  UNIDAD    UNIFORME EMPRESARIAL         4,590.95\\n----------------------------------------------\\nSUB-TOTAL RD$       41,581.91\\nITBIS RD$       7,484.74\\nTOTAL RD$          49,066.65\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7474951\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 13170543\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[11,5,10],"business_categories":["profesional","colmado_alimentos","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101534095","00102525979","132086856"],"invoice_ids":["inv_8c6fa9096879d77e047a","inv_dce8784dabb6f7643e45","inv_d117bcf35dcfded2ba68"],"observation_id":"obs_a1b82469addb681e9ff1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.53,"augmentation_metadata":{"downscale_factor":0.703,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.954,"brightness_factor":0.932,"blur_sigma":0.724,"crop_applied":false,"camera_distance_factors":[0.936,0.922,0.887],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":60.05,"jpeg_quality":80,"documents":[{"rotation_deg":2.293,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.65,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.938,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15129326568570739281,"difficulty":"hard","split":"test"}
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{"image":"images/607_000613.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03701058244\",\"ncf\":\"E321225619051\",\"fecha_comprobante\":\"20241027\",\"monto_facturado\":20873.45,\"itbis_facturado\":3757.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":24630.67},{\"rnc\":\"132972376\",\"ncf\":\"E323019193058\",\"fecha_comprobante\":\"20240319\",\"monto_facturado\":22489.00,\"itbis_facturado\":4048.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":26537.02,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARGY BOUTIQUE ROPAS Y ACCESORIOS\\nRNC EMISOR: 133204541\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELVI SANTIAGO CABRERA RODRIGUEZ\\nRNC CLIENTE: 03701058244\\nFACTURA DE CREDITO FISCAL\\nNCF: E321225619051\\nFACTURA NO.: 0688516\\nAUTORIZACION: 493145753\\nTELEFONO: 809-427-8445\\nFECHA: 27/10/2024  HORA: 14:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,143.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     904.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,957.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,272.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     596.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,873.45\\nITBIS 18% RD$       3,757.22\\nTOTAL RD$          24,630.67\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 2311716\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 81789447\\nMBR\\n\\n--- FACTURA ---\\n\\nGRUPO SUPLIMEDICO AAA S A\\nRNC EMISOR: 101859547\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSORCIO NUEVO DOMINGO PEATONAL\\nRNC CLIENTE: 132972376\\nFACTURA DE CREDITO FISCAL\\nNCF E323019193058\\nFACTURA NO.: 1306446\\nAUTORIZACION: 254156379\\nTELEFONO: 809-616-4279\\nFECHA: 19/03/2024  HORA: 19:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,615.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            593.50\\n    4  UNIDAD    MATERIAL DE OFICINA          2,352.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         5,202.00\\n    4  UNIDAD    EQUIPO ELECTRICO            12,726.00\\n----------------------------------------------\\nSUB-TOTAL RD$       22,489.00\\nITBIS 18% RD$       4,048.02\\nTOTAL RD$          26,537.02\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1382957\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 25972986\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nAPROBADO\"}","template_ids":[5,4],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133204541","101859547"],"invoice_ids":["inv_50e85e8c6e87d3cc8b71","inv_e2e0932a4428d483cacc"],"observation_id":"obs_6a5d3595d5727bc6f02d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":4.6,"augmentation_metadata":{"downscale_factor":0.684,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":1.064,"brightness_factor":0.845,"blur_sigma":0.569,"crop_applied":false,"camera_distance_factors":[0.99,0.955],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":77.21,"jpeg_quality":80,"documents":[{"rotation_deg":-1.634,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.838,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"MBR"},{"kind":"none","text":""}]},"num_invoices":2,"seed":3906659735644157949,"difficulty":"medium","split":"train"}
{"image":"images/606_000614.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03400518050\",\"ncf\":\"B1516262986\",\"fecha_comprobante\":\"20240504\",\"monto_facturado_servicios\":65140.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11725.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"CLARISA DE JESUS MARRERO PEÑA DE CUSTODIO\\nCLARISA DE JESUS MARRERO PEÑA DE CUSTODIO\\nRNC EMISOR: 03400518050\\nCLIENTE: JOSE RAMON SANTANA JAVIER\\nRNC CLIENTE: 04800222640\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1516262986\\nFACTURA NO.: 8689044\\nAUTORIZACION: 76150922\\nTELEFONO: 809-660-3576\\nFECHA: 04/05/2024  HORA: 18:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA            4,267.00\\n    3  VIAJE     TRANSPORTE DE CARGA         60,873.00\\n----------------------------------------------\\nSUBTOTAL RD$       65,140.00\\nITBIS RD$      11,725.20\\nTOTAL RD$          76,865.20\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 3275212\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 14437111\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["03400518050"],"invoice_ids":["inv_25ba3e645baf8191cb20"],"observation_id":"obs_95bf743f46f2fe2ab746","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.752,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.66,"brightness_factor":1.075,"blur_sigma":0.295,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":89,"documents":[{"rotation_deg":0.682,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12396358020482965200,"difficulty":"medium","split":"train"}
{"image":"images/607_000615.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40222279461\",\"ncf\":\"E443480251478\",\"fecha_comprobante\":\"20250819\",\"monto_facturado\":83500.00,\"itbis_facturado\":15030.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":98530.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANGELINA  RODRIGUEZ\\nRNC EMISOR: 40238209676\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANDER RAHER VASQUEZ LARA\\nRNC CLIENTE: 40222279461\\nFACTURA DE CREDITO FISCAL\\nNCF E443480251478\\nFACTURA NO.: 2967241\\nAUTORIZACION: 640209074\\nTELEFONO: 809-384-2738\\nFECHA: 19/08/2025  HORA: 10:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       13,500.00\\n    1  SERVICIO  ASESORIA TECNICA            20,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    50,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       83,500.00\\nIMPUESTO ITBIS RD$      15,030.00\\nTOTAL RD$          98,530.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7523473\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 58342772\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40238209676"],"invoice_ids":["inv_230ed5ff7b81e5e8d0cf"],"observation_id":"obs_113914d149def4b77a75","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.67,"augmentation_metadata":{"downscale_factor":0.874,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.666,"brightness_factor":1.066,"blur_sigma":0.619,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.09,"jpeg_quality":87,"documents":[{"rotation_deg":1.072,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6879806631865893898,"difficulty":"medium","split":"test"}
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{"image":"images/607_000617.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101696885\",\"ncf\":\"B1575012110\",\"fecha_comprobante\":\"20250509\",\"monto_facturado\":9883.50,\"itbis_facturado\":1779.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11662.53,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00118738574\",\"ncf\":\"E451071122591\",\"fecha_comprobante\":\"20240418\",\"monto_facturado\":49215.96,\"itbis_facturado\":8858.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":4500.20,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":62575.03,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00111521639\",\"ncf\":\"B1590798425\",\"fecha_comprobante\":\"20250912\",\"monto_facturado\":7500.00,\"itbis_facturado\":1350.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8850.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BENITA ROSARIO\\nRNC EMISOR: 00107402299\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REMULSA RECICLAJES MULTIPLES S A\\nRNC CLIENTE: 101696885\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1575012110\\nFACTURA NO.: 1472781\\nAUTORIZACION: 560734130\\nTELEFONO: 809-933-5625\\nFECHA: 09/05/2025  HORA: 08:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,680.50\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,479.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     724.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,883.50\\nITBIS 18% RD$       1,779.03\\nTOTAL RD$          11,662.53\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8742431\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 53219305\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nRAMDEL GOURMET & TACOS EIRL\\nRNC EMISOR: 131160174\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TEODOSIO ENRICO JIMENEZ MORROBEL\\nRNC CLIENTE: 00118738574\\nFACTURA DE CREDITO FISCAL\\nNCF E451071122591\\nFACTURA NO.: 3118775\\nAUTORIZACION: 892263189\\nTELEFONO: 809-591-9820\\nFECHA: 18/04/2024  HORA: 11:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  45,001.99\\n    3  UNIDAD    PLATO DEL DIA\\n                                     873.00\\n    2  UNIDAD    POSTRE DE LA CASA\\n                                     614.00\\n    3  UNIDAD    REFRESCO\\n                                     342.00\\n    3  UNIDAD    POLLO A LA PLANCHA\\n                                   2,384.97\\n-------------------------------------------\\nSUB-TOTAL RD$       49,215.96\\nITBIS RD$       8,858.87\\nPROPINA LEGAL RD$     4,500.20\\nTOTAL RD$          62,575.03\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6974326\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 84020898\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCREDILUNA RODRIGUEZ\\nRNC EMISOR: 133524521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LORENZO ANTONIO MARTINEZ LEBRON\\nRNC CLIENTE: 00111521639\\nFACTURA DE CREDITO FISCAL\\nNCF B1590798425\\nFACTURA NO.: 4887228\\nAUTORIZACION: 704333445\\nTELEFONO: 809-490-5549\\nFECHA: 12/09/2025  HORA: 15:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       7,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,500.00\\nITBIS RD$       1,350.00\\nTOTAL RD$           8,850.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5568159\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 53369596\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[0,5,4],"business_categories":["comercio_general","restaurante","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00107402299","131160174","133524521"],"invoice_ids":["inv_c015960f81560609c0d1","inv_5e14bdde35a136ce9db4","inv_7f98876195f84b9ed521"],"observation_id":"obs_103f7eab145b5c98e597","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":3.98,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.987,"brightness_factor":0.995,"blur_sigma":0.248,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.39,"jpeg_quality":90,"documents":[{"rotation_deg":-0.269,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.168,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.492,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11333997102113240486,"difficulty":"hard","split":"train"}
{"image":"images/606_000618.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101103116\",\"ncf\":\"B0202410423\",\"fecha_comprobante\":\"20250217\",\"monto_facturado_servicios\":592.99,\"monto_facturado_bienes\":29233.00,\"itbis_facturado\":5368.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ANTILLAS MAYORES S A\\nANTILLAS MAYORES S A\\nRNC: 101103116\\nCLIENTE: INVERSIONES ALTEA S A\\nRNC CLIENTE: 101504358\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0202410423\\nFACTURA NO.: 3531225\\nAUTORIZACION: 125840570\\nTELEFONO: 809-763-8148\\nFECHA: 17/02/2025  HORA: 15:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                     922.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     592.99\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,962.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  23,082.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,267.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,825.99\\nIMPUESTO ITBIS RD$       5,368.68\\nTOTAL RD$          35,194.67\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9708427\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 87507287\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101103116"],"invoice_ids":["inv_c955ea04be0751daec45"],"observation_id":"obs_60e426f57535caf52822","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.2,"augmentation_metadata":{"downscale_factor":0.603,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":1.096,"brightness_factor":1.021,"blur_sigma":0.742,"crop_applied":false,"camera_distance_factors":[0.991],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.17,"jpeg_quality":79,"documents":[{"rotation_deg":-0.538,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15881740397954746941,"difficulty":"medium","split":"train"}
{"image":"images/607_000619.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00114792914\",\"ncf\":\"E440833468782\",\"fecha_comprobante\":\"20251220\",\"monto_facturado\":31636.46,\"itbis_facturado\":5694.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10765.46,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26565.56,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131038982\",\"ncf\":\"E311255148958\",\"fecha_comprobante\":\"20250425\",\"monto_facturado\":10483.00,\"itbis_facturado\":1886.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4218.93,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8151.01,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131950051\",\"ncf\":\"B0115084143\",\"fecha_comprobante\":\"20240410\",\"monto_facturado\":91077.85,\"itbis_facturado\":16394.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":60743.42,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":46728.44,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LA ESQUINA DEL PLAY\\nRNC EMISOR: 133488418\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LAUDY MORA ENCARNACION\\nRNC CLIENTE: 00114792914\\nFACTURA DE CREDITO FISCAL\\nNCF: E440833468782\\nFACTURA NO.: 9863597\\nAUTORIZACION: 386823114\\nTELEFONO: 809-436-6533\\nFECHA: 20/12/2025  HORA: 20:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     334.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     552.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  26,310.00\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   4,439.96\\n-------------------------------------------\\nSUBTOTAL RD$       31,636.46\\nITBIS 18% RD$       5,694.56\\nTOTAL RD$          37,331.02\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8846617\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 44512507\\nPAGADO\\n\\n--- FACTURA ---\\n\\nELVIS MANUEL HERRERA LARA\\nRNC EMISOR: 00300591203\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MKF ENVIRONMENT RESOURCES GROUP\\nSRL\\nRNC CLIENTE: 131038982\\nFACTURA DE CREDITO FISCAL\\nNCF: E311255148958\\nFACTURA NO.: 1952779\\nAUTORIZACION: 168268093\\nTELEFONO: 809-921-1998\\nFECHA: 25/04/2025  HORA: 13:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   5,698.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA\\n                                   4,785.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,483.00\\nIMPUESTO ITBIS RD$       1,886.94\\nTOTAL RD$          12,369.94\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4013326\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nVISTA AZUL PRODUCTIONS\\nRNC EMISOR: 132715179\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WG GOLF SERVICES SRL\\nRNC CLIENTE: 131950051\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0115084143\\nFACTURA NO.: 4866774\\nAUTORIZACION: 641366150\\nTELEFONO: 809-364-8109\\nFECHA: 10/04/2024  HORA: 11:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  GESTION DE REDES SOCIALES   63,212.00\\n    1  SERVICIO  ROTULACION EN VINIL          6,677.00\\n    3  UNIDAD    BANNER PUBLICITARIO         21,188.85\\n----------------------------------------------\\nSUB-TOTAL RD$       91,077.85\\nITBIS 18% RD$      16,394.01\\nTOTAL RD$         107,471.86\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8644854\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 68139423\\nPROCESADO\"}","template_ids":[5,1,3],"business_categories":["comercio_general","transporte","publicidad_impresion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133488418","00300591203","132715179"],"invoice_ids":["inv_8f96c6963bddfd7ae21b","inv_031687e2555e7aa7622c","inv_612a930703db9f11c4df"],"observation_id":"obs_e1ab60d476b80cd8f1cd","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.64,"augmentation_metadata":{"downscale_factor":0.622,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.935,"brightness_factor":0.963,"blur_sigma":0.594,"crop_applied":false,"camera_distance_factors":[0.98,0.974,0.923],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":75.19,"jpeg_quality":88,"documents":[{"rotation_deg":0.234,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.144,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.783,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3368788076236805072,"difficulty":"hard","split":"train"}
{"image":"images/606_000620.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40222789501\",\"ncf\":\"E313326123892\",\"fecha_comprobante\":\"20250817\",\"monto_facturado_servicios\":2379.80,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":428.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CARLOS JANSEL ALAYON JIMENEZ\\nCARLOS JANSEL ALAYON JIMENEZ\\nRNC 40222789501\\nCLIENTE: CONDOMINIO VICTORIA II\\nRNC CLIENTE: 430411851\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313326123892\\nFACTURA NO.: 2303247\\nAUTORIZACION: 494624825\\nTELEFONO: 809-698-6668\\nFECHA: 17/08/2025  HORA: 13:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     SERVICIO DE MENSAJERIA       2,379.80\\n----------------------------------------------\\nSUBTOTAL RD$        2,379.80\\nIMPUESTO ITBIS RD$         428.36\\nTOTAL RD$           2,808.16\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3227977\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[12],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["40222789501"],"invoice_ids":["inv_d59dd564308977132ba3"],"observation_id":"obs_cff97069953dd6763407","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":1.007,"brightness_factor":0.978,"blur_sigma":0.067,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.8,"jpeg_quality":95,"documents":[{"rotation_deg":0.086,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":393446680656805435,"difficulty":"light","split":"train"}
{"image":"images/607_000621.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130060381\",\"ncf\":\"B0116950390\",\"fecha_comprobante\":\"20250801\",\"monto_facturado\":805714.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":805714.95,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TORRE CAMELOT\\nRNC EMISOR: 430291422\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACION MONTEVERDE S A\\nRNC CLIENTE: 130060381\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0116950390\\nFACTURA NO.: 7201780\\nAUTORIZACION: 313397159\\nTELEFONO: 809-204-6030\\nFECHA: 01/08/2025  HORA: 18:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       15,696.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   20,414.00\\n    4  MES       ALQUILER DE LOCAL          686,023.96\\n    1  SERVICIO  COMISION INMOBILIARIA       83,580.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      805,714.95\\nITBIS RD$           0.00\\nTOTAL RD$         805,714.95\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1792058\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430291422"],"invoice_ids":["inv_992465b0b8560d952918"],"observation_id":"obs_fa3411b8a460176f3c57","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.95,"augmentation_metadata":{"downscale_factor":0.761,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.91,"brightness_factor":0.884,"blur_sigma":0.529,"crop_applied":false,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.48,"jpeg_quality":85,"documents":[{"rotation_deg":-2.942,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13614750268243320499,"difficulty":"medium","split":"train"}
{"image":"images/606_000622.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131438972\",\"ncf\":\"B1548746257\",\"fecha_comprobante\":\"20241108\",\"monto_facturado_servicios\":587.00,\"monto_facturado_bienes\":24306.80,\"itbis_facturado\":4480.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"IMPORTADORA TAVERAS ALMONTE D GAS & OTROS\\nIMPORTADORA TAVERAS ALMONTE D GAS & OTROS SRL\\nRNC: 131438972\\nCLIENTE: ESPINAL SOLANO & ASOCIADOS S A\\nRNC CLIENTE: 101725605\\nFACTURA DE CREDITO FISCAL\\nNCF B1548746257\\nFACTURA NO.: 8132478\\nAUTORIZACION: 427340471\\nTELEFONO: 809-926-7279\\nFECHA: 08/11/2024  HORA: 18:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            587.00\\n    4  UNIDAD    EQUIPO ELECTRICO            13,879.80\\n    2  UNIDAD    REPUESTO Y ACCESORIO        10,427.00\\n----------------------------------------------\\nSUBTOTAL RD$       24,893.80\\nITBIS RD$       4,480.88\\nTOTAL RD$          29,374.68\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 5265149\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 33658536\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131438972"],"invoice_ids":["inv_e9fa55f05348c83bb08b"],"observation_id":"obs_3e57d6ee912206696c98","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.874,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.654,"brightness_factor":1.042,"blur_sigma":0.568,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":22.76,"jpeg_quality":90,"documents":[{"rotation_deg":-1.287,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11487339214322280843,"difficulty":"medium","split":"train"}
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{"image":"images/606_000624.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00106922438\",\"ncf\":\"E315261676612\",\"fecha_comprobante\":\"20240928\",\"monto_facturado_servicios\":1645.00,\"monto_facturado_bienes\":2005.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"DOMINGO MARTINEZ SOSA\\nDOMINGO MARTINEZ SOSA\\nRNC EMISOR: 00106922438\\nCLIENTE: ABIEZER JOSIAS HERASME SANTOS\\nRNC CLIENTE: 02200295240\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315261676612\\nFACTURA NO.: 9937511\\nAUTORIZACION: 917632352\\nTELEFONO: 809-359-9154\\nFECHA: 28/09/2024  HORA: 20:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,645.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,005.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,650.00\\nITBIS RD$           0.00\\nTOTAL RD$           3,650.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7222091\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 96178515\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00106922438"],"invoice_ids":["inv_7477bfc5303031d2d208"],"observation_id":"obs_5b8fcd244a5b58ed80e0","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.44,"augmentation_metadata":{"downscale_factor":0.824,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.561,"brightness_factor":1.129,"blur_sigma":0.522,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.37,"jpeg_quality":81,"documents":[{"rotation_deg":-1.007,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9524294501777590952,"difficulty":"hard","split":"validation"}
{"image":"images/607_000625.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02601276732\",\"ncf\":\"E457341615452\",\"fecha_comprobante\":\"20240307\",\"monto_facturado\":154000.00,\"itbis_facturado\":27720.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":181720.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MEDIATIK\\nRNC EMISOR: 132900421\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JEDIDIAS JOHNSON GUERRERO\\nRNC CLIENTE: 02601276732\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457341615452\\nFACTURA NO.: 5981692\\nAUTORIZACION: 930730747\\nTELEFONO: 809-853-4102\\nFECHA: 07/03/2024  HORA: 15:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         74,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   47,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      154,000.00\\nIMPUESTO ITBIS RD$      27,720.00\\nTOTAL RD$         181,720.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 175595\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 83727250\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nENTREGADO\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132900421"],"invoice_ids":["inv_28a2d45040515aa9fe23"],"observation_id":"obs_ce1069788ba4284594b4","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.89,"augmentation_metadata":{"downscale_factor":0.812,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.983,"brightness_factor":1.009,"blur_sigma":0.414,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.95,"jpeg_quality":83,"documents":[{"rotation_deg":-0.472,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8113766021120008964,"difficulty":"hard","split":"train"}
{"image":"images/606_000626.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101016906\",\"ncf\":\"E324799331856\",\"fecha_comprobante\":\"20250702\",\"monto_facturado_servicios\":3202.00,\"monto_facturado_bienes\":11977.90,\"itbis_facturado\":2732.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132416473\",\"ncf\":\"B1544432434\",\"fecha_comprobante\":\"20250106\",\"monto_facturado_servicios\":6152.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1107.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CULTURA C POR A\\nCULTURA C POR A\\nRNC EMISOR: 101016906\\nCLIENTE: FUNDACION MINA LAS ANGOSTURAS INC\\nRNC CLIENTE: 430175651\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324799331856\\nFACTURA NO.: 8911768\\nAUTORIZACION: 72208819\\nTELEFONO: 809-247-2046\\nFECHA: 02/07/2025  HORA: 19:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,479.90\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,202.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,498.00\\n-------------------------------------------\\nSUB-TOTAL RD$       15,179.90\\nIMPUESTO ITBIS RD$       2,732.38\\nTOTAL RD$          17,912.28\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7954128\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 21247742\\n\\n--- FACTURA ---\\n\\nCOMPAÑIA DE AUTOBUSES COASAGB\\nCOMPAÑIA DE AUTOBUSES COASAGB SRL\\nRNC EMISOR: 132416473\\nCLIENTE: COLALET FASHION SRL\\nRNC CLIENTE: 131820859\\nFACTURA DE CREDITO FISCAL\\nNCF: B1544432434\\nFACTURA NO.: 2104125\\nAUTORIZACION: 480779206\\nTELEFONO: 809-527-4276\\nFECHA: 06/01/2025  HORA: 18:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     SERVICIO DE MENSAJERIA       1,768.50\\n    1  SERVICIO  ALQUILER DE VEHICULO         3,604.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         780.00\\n----------------------------------------------\\nSUBTOTAL RD$        6,152.50\\nITBIS RD$       1,107.45\\nTOTAL RD$           7,259.95\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8940314\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 78662885\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[5,7],"business_categories":["comercio_general","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101016906","132416473"],"invoice_ids":["inv_b27fc238bbcecfe0a567","inv_aad666cdc3d039f862d6"],"observation_id":"obs_621c0fd706bbe5ffb9c5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.65,"augmentation_metadata":{"downscale_factor":0.674,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.986,"brightness_factor":1.053,"blur_sigma":0.889,"crop_applied":false,"camera_distance_factors":[0.985,0.887],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":74.52,"jpeg_quality":88,"documents":[{"rotation_deg":0.131,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.989,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15245685904900496090,"difficulty":"medium","split":"train"}
{"image":"images/607_000627.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"102010341\",\"ncf\":\"B1415225422\",\"fecha_comprobante\":\"20240713\",\"monto_facturado\":27521.00,\"itbis_facturado\":4953.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":32474.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ADMIRAL SPORTS\\nRNC EMISOR: 131213073\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIALIZADORA DEL CIBAO S A\\nRNC CLIENTE: 102010341\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1415225422\\nFACTURA NO.: 6636837\\nAUTORIZACION: 652284673\\nTELEFONO: 809-214-2259\\nFECHA: 13/07/2024  HORA: 17:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA          2,784.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            614.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         9,633.00\\n    5  UNIDAD    EQUIPO ELECTRICO            14,490.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       27,521.00\\nITBIS RD$       4,953.78\\nTOTAL RD$          32,474.78\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4099639\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 17814032\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131213073"],"invoice_ids":["inv_961d88f2434515cb281c"],"observation_id":"obs_5be79e27472f8972b2ea","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":5.5,"augmentation_metadata":{"downscale_factor":0.506,"red_scale":0.94,"blue_scale":1.06,"contrast_factor":0.917,"brightness_factor":1.063,"blur_sigma":0.591,"crop_applied":false,"camera_distance_factors":[0.886],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.57,"jpeg_quality":67,"documents":[{"rotation_deg":3.377,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16084610516310193273,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_000629.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101163143\",\"ncf\":\"B1521582777\",\"fecha_comprobante\":\"20251111\",\"monto_facturado\":45545.45,\"itbis_facturado\":8198.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":4264.50,\"efectivo\":58008.13,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00300424603\",\"ncf\":\"B0191151873\",\"fecha_comprobante\":\"20241130\",\"monto_facturado\":40820.00,\"itbis_facturado\":7347.60,\"impuesto_selectivo_al_consumo\":4082.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":52249.60,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CESAR AUGUSTO BOBADILLA AYBAR\\nRNC EMISOR: 00100811405\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FINAN DE PRISA S A\\nRNC CLIENTE: 101163143\\nFACTURA DE CREDITO FISCAL\\nNCF: B1521582777\\nFACTURA NO.: 7933763\\nAUTORIZACION: 820499044\\nTELEFONO: 809-332-3395\\nFECHA: 11/11/2025  HORA: 08:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REFRESCO\\n                                      75.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  42,644.95\\n    3  UNIDAD    POSTRE DE LA CASA\\n                                     505.50\\n    4  UNIDAD    PLATO DEL DIA\\n                                   2,320.00\\n-------------------------------------------\\nSUBTOTAL RD$       45,545.45\\nIMPUESTO ITBIS RD$       8,198.18\\nPROPINA LEGAL RD$     4,264.50\\nTOTAL RD$          58,008.13\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8160804\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 80856200\\n\\n--- FACTURA ---\\n\\nNAHYA VOCAL GROUP\\nRNC EMISOR: 133193701\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CELANDIA MIOZOTTY PIÑA GUERRERO\\nRNC CLIENTE: 00300424603\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0191151873\\nFACTURA NO.: 1624051\\nAUTORIZACION: 780819733\\nTELEFONO: 809-880-3413\\nFECHA: 30/11/2024  HORA: 15:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,831.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,785.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,825.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,379.00\\n-------------------------------------------\\nSUBTOTAL RD$       40,820.00\\nITBIS RD$       7,347.60\\nIMP. SELECTIVO RD$   4,082.00\\nTOTAL RD$          52,249.60\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6252894\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[5,1],"business_categories":["restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00100811405","133193701"],"invoice_ids":["inv_e808acf4be6e092ae032","inv_86f258c0f210fb4b45a0"],"observation_id":"obs_6d174c655bbb436d31fe","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":6.67,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.962,"brightness_factor":0.947,"blur_sigma":0.419,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.15,"jpeg_quality":90,"documents":[{"rotation_deg":-2.393,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.229,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6017558987443164764,"difficulty":"hard","split":"test"}
{"image":"images/606_000630.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"112001199\",\"ncf\":\"E328918919403\",\"fecha_comprobante\":\"20250903\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":479.00,\"itbis_facturado\":86.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"SERVICIOS DE IGUALAS MEDICAS DEL ESTE\\nSERVICIOS DE IGUALAS MEDICAS DEL ESTE SRL\\nRNC EMISOR: 112001199\\nCLIENTE: WILKINS JOSE PEREZ TORIBIO\\nRNC CLIENTE: 00116706060\\nFACTURA DE CREDITO FISCAL\\nNCF E328918919403\\nFACTURA NO.: 5969827\\nAUTORIZACION: 43928677\\nTELEFONO: 809-326-4071\\nFECHA: 03/09/2025  HORA: 13:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     479.00\\n-------------------------------------------\\nSUBTOTAL RD$          479.00\\nIMPUESTO ITBIS RD$          86.22\\nTOTAL RD$             565.22\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 3120021\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 45332861\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["112001199"],"invoice_ids":["inv_897cc2090ecb3c5592bc"],"observation_id":"obs_68f2e8f8bbcc10fac783","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":10.25,"augmentation_metadata":{"downscale_factor":0.787,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.868,"brightness_factor":0.854,"blur_sigma":0.595,"crop_applied":false,"camera_distance_factors":[0.975],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.72,"jpeg_quality":84,"documents":[{"rotation_deg":3.722,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1309679181348646366,"difficulty":"medium","split":"train"}
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{"image":"images/606_000632.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40227333727\",\"ncf\":\"E446441937036\",\"fecha_comprobante\":\"20250524\",\"monto_facturado_servicios\":102500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00111159323\",\"ncf\":\"B0269908187\",\"fecha_comprobante\":\"20240112\",\"monto_facturado_servicios\":547.00,\"monto_facturado_bienes\":1937.98,\"itbis_facturado\":447.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"NICOLE BETANCES\\nNICOLE MARIE BETANCES  FREIXAS\\nRNC: 40227333727\\nCLIENTE: LUIS DARIO MARTINEZ ORTIZ\\nRNC CLIENTE: 03101148694\\nFACTURA DE CREDITO FISCAL\\nNCF: E446441937036\\nFACTURA NO.: 4719212\\nAUTORIZACION: 599010860\\nTELEFONO: 809-217-3353\\nFECHA: 24/05/2025  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS      102,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      102,500.00\\nITBIS RD$      18,450.00\\nTOTAL RD$         120,950.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7325287\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDANIEL VARGAS GARCIA\\nDANIEL VARGAS GARCIA\\nRNC: 00111159323\\nCLIENTE: INVERSIONES NLBC SRL\\nRNC CLIENTE: 133186799\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0269908187\\nFACTURA NO.: 0060337\\nAUTORIZACION: 20485708\\nTELEFONO: 809-628-3493\\nFECHA: 12/01/2024  HORA: 17:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            547.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,937.98\\n----------------------------------------------\\nSUBTOTAL RD$        2,484.98\\nITBIS RD$         447.30\\nTOTAL RD$           2,932.28\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9523822\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 84904662\\nDVG\"}","template_ids":[4,3],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40227333727","00111159323"],"invoice_ids":["inv_68c5cccc6363196aa0ac","inv_bbf092047e53aa03c23c"],"observation_id":"obs_c162c4dcb7bcb31bc729","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.016,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.53,"jpeg_quality":97,"documents":[{"rotation_deg":0.06,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.058,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"DVG"}]},"num_invoices":2,"seed":15836072292345995352,"difficulty":"medium","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 63411715\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nH A INGENIEROS S A\\nRNC EMISOR: 130316945\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION MUNDO DE SONRISA\\nRNC CLIENTE: 430332003\\nFACTURA DE CREDITO FISCAL\\nNCF: B0285357065\\nFACTURA NO.: 3433628\\nAUTORIZACION: 284363558\\nTELEFONO: 809-206-8020\\nFECHA: 28/08/2024  HORA: 12:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       7,500.00\\n    1  PROYECTO  DISENO DE PLANOS            25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       32,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          32,500.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7827095\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 33481240\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMGC TOWERS\\nRNC EMISOR: 131443338\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GSR INVERSIONES DEL CARIBE S A\\nRNC CLIENTE: 130088022\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322901572761\\nFACTURA NO.: 8208870\\nAUTORIZACION: 776311039\\nTELEFONO: 809-251-1009\\nFECHA: 24/12/2024  HORA: 17:01\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    8  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                  1,680.00\\n    9  UNIDAD    INTERRUPTOR SENCILLO\\n                                                    999.00\\n    1  FUNDA     CEMENTO GRIS 42.5 KG\\n                                                    590.00\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS\\n                                                    168.00\\n    1  UNIDAD    CERRADURA DE POMO\\n                                                  1,059.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        4,496.00\\nITBIS RD$         809.28\\nTOTAL RD$           5,305.28\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6133222\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 33656511\"}","template_ids":[5,4,9],"business_categories":["colmado_alimentos","profesional","construccion_ferreteria"],"catalog_sources":[["curated","sidip_proconsumidor"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00101595387","130316945","131443338"],"invoice_ids":["inv_60099d1be3ef7c328281","inv_1e1763e483dd37b80ccf","inv_8dad59d8757f75eb13b1"],"observation_id":"obs_7a9605062d7b51412c16","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":3.91,"augmentation_metadata":{"downscale_factor":0.889,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.671,"brightness_factor":1.003,"blur_sigma":0.345,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.26,"jpeg_quality":89,"documents":[{"rotation_deg":1.267,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.145,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.749,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16202443410115168575,"difficulty":"hard","split":"train"}
{"image":"images/606_000634.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131793241\",\"ncf\":\"B0238362024\",\"fecha_comprobante\":\"20250315\",\"monto_facturado_servicios\":1784.00,\"monto_facturado_bienes\":9058.00,\"itbis_facturado\":1951.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MONDIA INTERCOMERCIAL\\nMONDIA INTERCOMERCIAL SRL\\nRNC: 131793241\\nCLIENTE: JORGE LUIS CASTILLO BAEZ\\nRNC CLIENTE: 00301086807\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0238362024\\nFACTURA NO.: 2034017\\nAUTORIZACION: 376745574\\nTELEFONO: 809-621-8614\\nFECHA: 15/03/2025  HORA: 13:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     398.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,624.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     728.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,784.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,308.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,842.00\\nITBIS RD$       1,951.56\\nTOTAL RD$          12,793.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4457680\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 43056887\\nPROCESADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131793241"],"invoice_ids":["inv_ff390c81783d38053180"],"observation_id":"obs_4eb4dbadea0c11194637","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.57,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.997,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.79,"jpeg_quality":96,"documents":[{"rotation_deg":0.121,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9611722780663427811,"difficulty":"clean","split":"train"}
{"image":"images/607_000635.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133648563\",\"ncf\":\"E441487689254\",\"fecha_comprobante\":\"20250627\",\"monto_facturado\":722735.96,\"itbis_facturado\":130092.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":852828.43,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SPACEUP\\nRNC EMISOR: 131746047\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FESTONE SRL\\nRNC CLIENTE: 133648563\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441487689254\\nFACTURA NO.: 4151552\\nAUTORIZACION: 967424173\\nTELEFONO: 809-273-5319\\nFECHA: 27/06/2025  HORA: 12:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  25,454.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  85,569.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  22,122.00\\n    4  MES       ALQUILER DE LOCAL\\n                                 578,411.96\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  11,179.00\\n-------------------------------------------\\nSUB-TOTAL RD$      722,735.96\\nITBIS 18% RD$     130,092.47\\nTOTAL RD$         852,828.43\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 340299\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 91775633\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nS\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131746047"],"invoice_ids":["inv_1abff92dcfb1c3d88ef0"],"observation_id":"obs_104d398e371eb2e8d4a5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.54,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.988,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":95,"documents":[{"rotation_deg":-0.147,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"S"}]},"num_invoices":1,"seed":4891485670531402626,"difficulty":"clean","split":"train"}
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{"image":"images/607_000637.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130528896\",\"ncf\":\"E442065172454\",\"fecha_comprobante\":\"20240122\",\"monto_facturado\":74417.00,\"itbis_facturado\":13395.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":87812.06},{\"rnc\":\"133013292\",\"ncf\":\"E310038908201\",\"fecha_comprobante\":\"20240524\",\"monto_facturado\":5384.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":5384.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ROBERT                         SANCHEZ RAM\\nRNC EMISOR: 01800358267\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ORANGE TAXI SRL\\nRNC CLIENTE: 130528896\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442065172454\\nFACTURA NO.: 5140837\\nAUTORIZACION: 720581320\\nTELEFONO: 809-895-3666\\nFECHA: 22/01/2024  HORA: 19:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       47,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       12,500.00\\n   13  PAGINA    TRADUCCION DE DOCUMENTOS    14,417.00\\n----------------------------------------------\\nSUB-TOTAL RD$       74,417.00\\nITBIS 18% RD$      13,395.06\\nTOTAL RD$          87,812.06\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 9073731\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 20790113\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nHELIOS IMPORTACIONES S A\\nRNC EMISOR: 101846021\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INKAMONEY SRL\\nRNC CLIENTE: 133013292\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310038908201\\nFACTURA NO.: 5216170\\nAUTORIZACION: 140584944\\nTELEFONO: 809-508-7796\\nFECHA: 24/05/2024  HORA: 18:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,720.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     664.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,384.00\\nITBIS RD$           0.00\\nTOTAL RD$           5,384.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8168701\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 75076321\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nHIS\"}","template_ids":[2,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01800358267","101846021"],"invoice_ids":["inv_3bdd50e0cac8ff0d7bf4","inv_1067ebe034713779585c"],"observation_id":"obs_80b6f3590e76119370ed","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.51,"augmentation_metadata":{"downscale_factor":0.634,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":0.85,"brightness_factor":1.042,"blur_sigma":0.612,"crop_applied":false,"camera_distance_factors":[0.968,0.936],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":68.53,"jpeg_quality":62,"documents":[{"rotation_deg":4.625,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":4.419,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"HIS"}]},"num_invoices":2,"seed":5420803892500325588,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_000638.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132520386\",\"ncf\":\"B1526721198\",\"fecha_comprobante\":\"20241227\",\"monto_facturado_servicios\":72000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12960.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"SOLUCIONES SURIEL FULGENCIO\\nSOLUCIONES SURIEL FULGENCIO SRL\\nRNC: 132520386\\nCLIENTE: CAHNEM GROUP DOMINICANA SRL\\nRNC CLIENTE: 133304602\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1526721198\\nFACTURA NO.: 0332828\\nAUTORIZACION: 733060415\\nTELEFONO: 809-312-6596\\nFECHA: 27/12/2024  HORA: 20:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,000.00\\n    1  CASO      REPRESENTACION LEGAL        67,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       72,000.00\\nITBIS RD$      12,960.00\\nTOTAL RD$          84,960.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 9108534\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 78611428\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132520386"],"invoice_ids":["inv_e671ae650c4be30a2910"],"observation_id":"obs_9180b513db48d22aa2ef","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.807,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.825,"brightness_factor":1.05,"blur_sigma":0.502,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.74,"jpeg_quality":84,"documents":[{"rotation_deg":0.31,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3537080504475919683,"difficulty":"medium","split":"validation"}
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{"image":"images/607_000643.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03100411101\",\"ncf\":\"E445467832579\",\"fecha_comprobante\":\"20251204\",\"monto_facturado\":11771.82,\"itbis_facturado\":2118.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13890.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DISTRIBUIDORA GILBERT ACEVEDO\\nRNC EMISOR: 00114231996\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARGARITA CRUZ DE FRANCISCO\\nRNC CLIENTE: 03100411101\\nFACTURA DE CREDITO FISCAL\\nNCF: E445467832579\\nFACTURA NO.: 3952080\\nAUTORIZACION: 143572939\\nTELEFONO: 809-402-7985\\nFECHA: 04/12/2025  HORA: 12:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     841.90\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   5,920.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     323.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,565.98\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,119.99\\n-------------------------------------------\\nSUBTOTAL RD$       11,771.82\\nITBIS 18% RD$       2,118.93\\nTOTAL RD$          13,890.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 428780\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 32999481\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDGA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00114231996"],"invoice_ids":["inv_8b468934cbf8b7958f4a"],"observation_id":"obs_0a9da462ac0786c8f86f","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.34,"augmentation_metadata":{"downscale_factor":0.727,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.909,"brightness_factor":1.033,"blur_sigma":0.591,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.5,"jpeg_quality":79,"documents":[{"rotation_deg":0.682,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DGA"}]},"num_invoices":1,"seed":1787558602387725524,"difficulty":"hard","split":"validation"}
{"image":"images/606_000644.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"105050366\",\"ncf\":\"B0226052199\",\"fecha_comprobante\":\"20241221\",\"monto_facturado_servicios\":886145.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":159506.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SUNSHINE LAGOON S A\\nSUNSHINE LAGOON S A\\nRNC EMISOR: 105050366\\nCLIENTE: DELMAR INTERNATIONAL BUSINESS\\nRNC CLIENTE: 130782482\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0226052199\\nFACTURA NO.: 9893819\\nAUTORIZACION: 955916075\\nTELEFONO: 809-469-2901\\nFECHA: 21/12/2024  HORA: 13:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       24,790.99\\n    5  MES       ALQUILER DE LOCAL          704,170.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    7,134.50\\n    1  SERVICIO  COMISION INMOBILIARIA      150,050.00\\n----------------------------------------------\\nSUBTOTAL RD$      886,145.49\\nITBIS 18% RD$     159,506.19\\nTOTAL RD$       1,045,651.68\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2546758\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["105050366"],"invoice_ids":["inv_c50e3dc31fc8c76695cf"],"observation_id":"obs_f54f617add99598a9f05","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.994,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":98,"documents":[{"rotation_deg":0.059,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3749711287489167288,"difficulty":"clean","split":"train"}
{"image":"images/607_000645.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132238461\",\"ncf\":\"E319861749335\",\"fecha_comprobante\":\"20240806\",\"monto_facturado\":17318.00,\"itbis_facturado\":3117.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20435.24,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EL SUEÑO IMPORT KHAN\\nRNC EMISOR: 131907806\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SEGUNDO TAXI SRL\\nRNC CLIENTE: 132238461\\nFACTURA DE CREDITO FISCAL\\nNCF E319861749335\\nFACTURA NO.: 4636066\\nAUTORIZACION: 494198500\\nTELEFONO: 809-758-1541\\nFECHA: 06/08/2024  HORA: 20:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,540.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     838.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   3,958.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     818.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,162.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,318.00\\nITBIS RD$       3,117.24\\nTOTAL RD$          20,435.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9059318\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 16528412\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131907806"],"invoice_ids":["inv_d4689b40abfbb4b3fe63"],"observation_id":"obs_80443377571b696e8097","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.06,"augmentation_metadata":{"downscale_factor":0.854,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.059,"brightness_factor":0.923,"blur_sigma":0.752,"crop_applied":false,"camera_distance_factors":[0.965],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.21,"jpeg_quality":91,"documents":[{"rotation_deg":0.382,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6511870485194067398,"difficulty":"medium","split":"train"}
{"image":"images/606_000646.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130588589\",\"ncf\":\"E440745691265\",\"fecha_comprobante\":\"20241013\",\"monto_facturado_servicios\":68500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12330.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"GREEN MAN DESIGNS SRL\\nGREEN MAN DESIGNS SRL\\nRNC: 130588589\\nCLIENTE: CONDOMINIO BALI HAI\\nRNC CLIENTE: 430163602\\nFACTURA DE CREDITO FISCAL\\nNCF: E440745691265\\nFACTURA NO.: 8220533\\nAUTORIZACION: 171106996\\nTELEFONO: 809-558-3561\\nFECHA: 13/10/2024  HORA: 16:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    68,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       68,500.00\\nITBIS 18% RD$      12,330.00\\nTOTAL RD$          80,830.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 103424\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 74404067\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130588589"],"invoice_ids":["inv_17cbfcd80d2e3c3ad283"],"observation_id":"obs_46feefa7f156775821c6","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.826,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.813,"brightness_factor":1.08,"blur_sigma":0.346,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.75,"jpeg_quality":80,"documents":[{"rotation_deg":0.442,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1430105163673914335,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 17303945\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nCOLMADO ALMACEN PERALTA\\nPAULINO ANTONIO PERALTA ALMONTE\\nRNC 03101106353\\nCLIENTE: INMOBILIARIA PUEBLONUEVO S A\\nRNC CLIENTE: 101824581\\nFACTURA DE CREDITO FISCAL\\nNCF: E323335892710\\nFACTURA NO.: 6984505\\nAUTORIZACION: 407935075\\nTELEFONO: 809-547-9160\\nFECHA: 01/02/2025  HORA: 12:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            552.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,890.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,125.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        15,738.00\\n----------------------------------------------\\nSUB-TOTAL RD$       20,305.00\\nITBIS 18% RD$       3,654.90\\nTOTAL RD$          23,959.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4057893\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 48028764\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nJIMEGRO\\nJIMEGRO S A\\nRNC EMISOR: 101203811\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 14528 LABORAL\\nRNC CLIENTE: 430285765\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442485403052\\nFACTURA NO.: 7518109\\nAUTORIZACION: 415005954\\nTELEFONO: 809-859-9959\\nFECHA: 20/10/2025  HORA: 08:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   34,311.50\\n    2  MES       ALQUILER DE LOCAL          309,054.00\\n----------------------------------------------\\nSUBTOTAL RD$      343,365.50\\nITBIS 18% RD$      61,805.79\\nTOTAL RD$         405,171.29\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7734391\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 28127344\\nDETALLE DE SERVICIOS\"}","template_ids":[3,13,4],"business_categories":["transporte","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131333222","03101106353","101203811"],"invoice_ids":["inv_d2f9e6de479b0b664da3","inv_790350b215f9e68f8e09","inv_b1e16ee3c9aa7c9bc011"],"observation_id":"obs_cff10ceafa479680efea","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.76,"augmentation_metadata":{"downscale_factor":0.713,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.933,"brightness_factor":1.062,"blur_sigma":0.418,"crop_applied":false,"camera_distance_factors":[0.995,0.945,0.989],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":40.86,"jpeg_quality":76,"documents":[{"rotation_deg":-1.722,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.993,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.275,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14242167962922646312,"difficulty":"hard","split":"train"}
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{"image":"images/606_000658.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00201083805\",\"ncf\":\"E459414270191\",\"fecha_comprobante\":\"20250512\",\"monto_facturado_servicios\":156992.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28258.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"YOHANNA VIZCAINO MONERO\\nYOHANNA VIZCAINO MONERO\\nRNC: 00201083805\\nCLIENTE: NILSON ODALIS VARGAS LIRIANO\\nRNC CLIENTE: 05601434474\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459414270191\\nFACTURA NO.: 2888093\\nAUTORIZACION: 199896486\\nTELEFONO: 809-433-3237\\nFECHA: 12/05/2025  HORA: 20:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            50,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      19,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   24,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       10,500.00\\n   23  PAGINA    TRADUCCION DE DOCUMENTOS    52,992.00\\n----------------------------------------------\\nSUB-TOTAL RD$      156,992.00\\nIMPUESTO ITBIS RD$      28,258.56\\nTOTAL RD$         185,250.56\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1650271\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 40910672\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00201083805"],"invoice_ids":["inv_ab6af43d3a04988ac220"],"observation_id":"obs_a3747c89f29c2f46be07","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":6.97,"augmentation_metadata":{"downscale_factor":0.655,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":1.105,"brightness_factor":0.884,"blur_sigma":0.598,"crop_applied":false,"camera_distance_factors":[0.986],"legibility_scale_corrections":[0.0],"final_contrast_stddev":88.41,"jpeg_quality":80,"documents":[{"rotation_deg":-5.192,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12411384754731084293,"difficulty":"very_hard","split":"train"}
{"image":"images/607_000659.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00110975356\",\"ncf\":\"E318585935612\",\"fecha_comprobante\":\"20250126\",\"monto_facturado\":6751.99,\"itbis_facturado\":1215.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3064.55,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":4902.80,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101831571\",\"ncf\":\"E452835916600\",\"fecha_comprobante\":\"20250505\",\"monto_facturado\":3878.49,\"itbis_facturado\":698.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1935.16,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2641.46,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FARMACIA ZU\\nRNC EMISOR: 133024332\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOHN EMILIO JIMENEZ TAMAREZ\\nRNC CLIENTE: 00110975356\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318585935612\\nFACTURA NO.: 4866332\\nAUTORIZACION: 683342898\\nTELEFONO: 809-766-1903\\nFECHA: 26/01/2025  HORA: 17:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,766.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,555.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,740.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,690.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,751.99\\nITBIS RD$       1,215.36\\nTOTAL RD$           7,967.35\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5503738\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 41729065\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nYOSELIN GERARDO MANZUETA\\nRNC EMISOR: 05200133816\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SILVERIO HERNANDEZ C POR A\\nRNC CLIENTE: 101831571\\nFACTURA DE CREDITO FISCAL\\nNCF: E452835916600\\nFACTURA NO.: 0101313\\nAUTORIZACION: 518301339\\nTELEFONO: 809-544-4036\\nFECHA: 05/05/2025  HORA: 19:15\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    260.50\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  2,027.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  1,590.99\\n----------------------------------------------------------\\nSUB-TOTAL RD$        3,878.49\\nIMPUESTO ITBIS RD$         698.13\\nTOTAL RD$           4,576.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2905253\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 33589070\"}","template_ids":[1,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133024332","05200133816"],"invoice_ids":["inv_3a33017104de887963ba","inv_75fa0f988913240e481f"],"observation_id":"obs_d4007165ba12410bff20","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.63,"augmentation_metadata":{"downscale_factor":0.759,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.762,"brightness_factor":1.044,"blur_sigma":0.707,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.46,"jpeg_quality":88,"documents":[{"rotation_deg":-0.705,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":1.116,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":954462633329263196,"difficulty":"hard","split":"train"}
{"image":"images/606_000660.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132373881\",\"ncf\":\"B0169527422\",\"fecha_comprobante\":\"20250810\",\"monto_facturado_servicios\":124000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"112100855\",\"ncf\":\"E451118216019\",\"fecha_comprobante\":\"20251001\",\"monto_facturado_servicios\":6647.50,\"monto_facturado_bienes\":50809.50,\"itbis_facturado\":10342.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GESTION DE COBROS LEGALES GECOLE\\nGESTION DE COBROS LEGALES GECOLE SRL\\nRNC EMISOR: 132373881\\nCLIENTE: CARBOMIX SRL\\nRNC CLIENTE: 131155235\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0169527422\\nFACTURA NO.: 4333897\\nAUTORIZACION: 798961176\\nTELEFONO: 809-422-8539\\nFECHA: 10/08/2025  HORA: 12:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    9,000.00\\n    1  MES       SUPERVISION DE OBRA         60,000.00\\n    1  PROYECTO  DISENO DE PLANOS            55,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      124,000.00\\nIMPUESTO ITBIS RD$      22,320.00\\nTOTAL RD$         146,320.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5498757\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 93723014\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEDITH FLAQUER & COMPAÑIA\\nEDITH FLAQUER & COMPAÑIA SRL\\nRNC: 112100855\\nCLIENTE: E E ENTERPRISES S A\\nRNC CLIENTE: 101587504\\nFACTURA DE CREDITO FISCAL\\nNCF: E451118216019\\nFACTURA NO.: 5825299\\nAUTORIZACION: 373614834\\nTELEFONO: 809-783-1116\\nFECHA: 01/10/2025  HORA: 11:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   6,647.50\\n    2  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  16,122.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  34,687.50\\n-------------------------------------------\\nSUB-TOTAL RD$       57,457.00\\nIMPUESTO ITBIS RD$      10,342.26\\nTOTAL RD$          67,799.26\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8124050\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 78016577\\nEFC\\nARCHIVADO\\nArchivado\"}","template_ids":[4,1],"business_categories":["profesional","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132373881","112100855"],"invoice_ids":["inv_89c4104596bbb5bae4b6","inv_ca6a9ba08ebf96ee9554"],"observation_id":"obs_5032d0b3d08fbc5a31b7","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.98,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.859,"brightness_factor":1.032,"blur_sigma":0.307,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.16,"jpeg_quality":79,"documents":[{"rotation_deg":-1.203,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.409,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"EFC"}]},"num_invoices":2,"seed":15618913204427918817,"difficulty":"medium","split":"train"}
{"image":"images/607_000661.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101862671\",\"ncf\":\"B0167883453\",\"fecha_comprobante\":\"20241114\",\"monto_facturado\":10493.00,\"itbis_facturado\":1888.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12381.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132790138\",\"ncf\":\"E455540806866\",\"fecha_comprobante\":\"20240626\",\"monto_facturado\":5288.00,\"itbis_facturado\":951.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6239.84,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130411808\",\"ncf\":\"E459732235747\",\"fecha_comprobante\":\"20250516\",\"monto_facturado\":40802.00,\"itbis_facturado\":7344.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":48146.36,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CRISTINA MERCEDES MENDOZA MARTINEZ\\nRNC EMISOR: 04702170178\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YUDA COMERCIAL C POR A\\nRNC CLIENTE: 101862671\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0167883453\\nFACTURA NO.: 2038015\\nAUTORIZACION: 698405118\\nTELEFONO: 809-925-1581\\nFECHA: 14/11/2024  HORA: 17:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    CHAMPU PROFESIONAL\\n                                   5,228.00\\n    1  SERVICIO  LAVADO Y SECADO\\n                                   1,659.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                   3,606.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,493.00\\nITBIS 18% RD$       1,888.74\\nTOTAL RD$          12,381.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4033232\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 94806175\\n\\n--- FACTURA ---\\n\\nCARIBBEAN MARBLE STONE\\nRNC EMISOR: 101833092\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMENSER COMPUTER ENGINEERING\\nSERVICES\\nRNC CLIENTE: 132790138\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E455540806866\\nFACTURA NO.: 5146356\\nAUTORIZACION: 509027444\\nTELEFONO: 809-574-4630\\nFECHA: 26/06/2024  HORA: 11:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,960.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,328.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,288.00\\nIMPUESTO ITBIS RD$         951.84\\nTOTAL RD$           6,239.84\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8870433\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 55787961\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nELIDO CESAR DIAZ ESTEVEZ\\nRNC EMISOR: 00111813424\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ADLINGTON COMMERCIAL BUSINESS S A\\nRNC CLIENTE: 130411808\\nFACTURA DE CREDITO FISCAL\\nNCF E459732235747\\nFACTURA NO.: 5559337\\nAUTORIZACION: 30177766\\nTELEFONO: 809-631-3366\\nFECHA: 16/05/2025  HORA: 17:26\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                 17,136.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                                  3,574.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    823.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 18,807.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    461.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       40,802.00\\nITBIS RD$       7,344.36\\nTOTAL RD$          48,146.36\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8244254\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000678.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132708857\",\"ncf\":\"B0206099538\",\"fecha_comprobante\":\"20251123\",\"monto_facturado_servicios\":396.00,\"monto_facturado_bienes\":13110.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PINCHITA STORE\\nPINCHITA STORE SRL\\nRNC: 132708857\\nCLIENTE: RAMON JOAQUIN ESCOFET SANTANA\\nRNC CLIENTE: 02300143456\\nFACTURA DE CREDITO FISCAL\\nNCF B0206099538\\nFACTURA NO.: 9069802\\nAUTORIZACION: 486326317\\nTELEFONO: 809-700-6833\\nFECHA: 23/11/2025  HORA: 19:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         1,035.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,197.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            396.00\\n    1  UNIDAD    EQUIPO ELECTRICO             3,830.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,048.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       13,506.50\\nITBIS RD$           0.00\\nTOTAL RD$          13,506.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5243903\\nGRACIAS POR SU COMPRA\\nPS\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132708857"],"invoice_ids":["inv_ef9d77f7b1845a709c5d"],"observation_id":"obs_ffed175a47cc1ad10bb9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.013,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":96,"documents":[{"rotation_deg":0.018,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"PS"}]},"num_invoices":1,"seed":14472641671815697342,"difficulty":"clean","split":"train"}
{"image":"images/607_000679.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04200072389\",\"ncf\":\"B0277051925\",\"fecha_comprobante\":\"20250628\",\"monto_facturado\":1734.96,\"itbis_facturado\":230.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1965.90,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132255801\",\"ncf\":\"E320300602645\",\"fecha_comprobante\":\"20250824\",\"monto_facturado\":49000.00,\"itbis_facturado\":8820.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":40.39,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":57860.39,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MINI MARKET LUIS PEREZ\\nRNC EMISOR: 00301031803\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALTAGRACIA SANTANA RODRIGUEZ\\nRNC CLIENTE: 04200072389\\nFACTURA DE CREDITO FISCAL\\nNCF B0277051925\\nFACTURA NO.: 6917316\\nAUTORIZACION: 244409105\\nTELEFONO: 809-985-6540\\nFECHA: 28/06/2025  HORA: 19:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  GALON     CLORO LIQUIDO 1 GALON          399.00\\n    4  LIBRA     CAFE MOLIDO 1 LB               884.00\\n    4  UNIDAD    HABICHUELAS 800 G              451.96\\n----------------------------------------------\\nSUBTOTAL RD$        1,734.96\\nITBIS 18% RD$         230.94\\nTOTAL RD$           1,965.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 821207\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 58046410\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nDOMINGO GONDEBALDO MEDINA BERNABE\\nRNC EMISOR: 00101206639\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPLIDORES MEDICOS DEL SUR\\nSUPLIMESUR S\\nRNC CLIENTE: 132255801\\nFACTURA DE CREDITO FISCAL\\nNCF E320300602645\\nFACTURA NO.: 1719071\\nAUTORIZACION: 443126527\\nTELEFONO: 809-513-4206\\nFECHA: 24/08/2025  HORA: 09:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  24,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  17,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                   7,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       49,000.00\\nIMPUESTO ITBIS RD$       8,820.00\\nOTROS IMPUESTOS RD$      40.39\\nTOTAL RD$          57,860.39\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6878478\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 67043179\"}","template_ids":[7,1],"business_categories":["colmado_alimentos","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00301031803","00101206639"],"invoice_ids":["inv_a84205ff7649a912831c","inv_7d98af31d5252a7ac39c"],"observation_id":"obs_4eeb6ce649083dcc26a8","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.733,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.64,"brightness_factor":1.072,"blur_sigma":0.578,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.24,"jpeg_quality":78,"documents":[{"rotation_deg":-0.209,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.049,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2740258789068110238,"difficulty":"medium","split":"train"}
{"image":"images/606_000680.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101174005\",\"ncf\":\"E310005806826\",\"fecha_comprobante\":\"20240418\",\"monto_facturado_servicios\":259.00,\"monto_facturado_bienes\":23053.98,\"itbis_facturado\":4196.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"124016665\",\"ncf\":\"B0298608020\",\"fecha_comprobante\":\"20240101\",\"monto_facturado_servicios\":1246.00,\"monto_facturado_bienes\":1994.95,\"itbis_facturado\":583.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"COMERCIAL INDUSTRIAL LUZ CXA\\nCOMERCIAL INDUSTRIAL LUZ CXA\\nRNC: 101174005\\nCLIENTE: CINCO RD SRL\\nRNC CLIENTE: 132473213\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310005806826\\nFACTURA NO.: 6986255\\nAUTORIZACION: 602434813\\nTELEFONO: 809-556-8700\\nFECHA: 18/04/2024  HORA: 16:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,740.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  17,132.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,134.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     259.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,047.98\\n-------------------------------------------\\nSUB-TOTAL RD$       23,312.98\\nIMPUESTO ITBIS RD$       4,196.34\\nTOTAL RD$          27,509.32\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6255936\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 85233406\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\\n\\n--- FACTURA ---\\n\\nQUESERIA DUME\\nQUESERIA DUME SRL\\nRNC: 124016665\\nCLIENTE: CALDAN & CO SRL\\nRNC CLIENTE: 131357806\\nFACTURA DE CREDITO FISCAL\\nNCF B0298608020\\nFACTURA NO.: 7606352\\nAUTORIZACION: 594952032\\nTELEFONO: 809-288-7448\\nFECHA: 01/01/2024  HORA: 17:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,246.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,994.95\\n-------------------------------------------\\nSUB-TOTAL RD$        3,240.95\\nIMPUESTO ITBIS RD$         583.37\\nTOTAL RD$           3,824.32\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4942871\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 25316264\"}","template_ids":[5,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101174005","124016665"],"invoice_ids":["inv_2c06b7c297fa42c9b71b","inv_2bbff03ff69749c04f22"],"observation_id":"obs_dbd600e51fa3e9b62d53","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":6.34,"augmentation_metadata":{"downscale_factor":0.806,"red_scale":0.955,"blue_scale":1.045,"contrast_factor":0.76,"brightness_factor":1.078,"blur_sigma":0.491,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.53,"jpeg_quality":86,"documents":[{"rotation_deg":0.761,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.547,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":15644021565339772797,"difficulty":"hard","split":"validation"}
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{"image":"images/607_000683.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130409562\",\"ncf\":\"E458838227842\",\"fecha_comprobante\":\"20240831\",\"monto_facturado\":23591.00,\"itbis_facturado\":4246.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27837.38,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MAXIMO PRIMITIVO MARTINEZ RAMIREZ\\nRNC EMISOR: 00111017521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RACQUET VILLAGE DEVELOPMENT AT CAP CANA\\nRNC CLIENTE: 130409562\\nFACTURA DE CREDITO FISCAL\\nNCF: E458838227842\\nFACTURA NO.: 0529168\\nAUTORIZACION: 100137373\\nTELEFONO: 809-951-4892\\nFECHA: 31/08/2024  HORA: 18:53\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n   14  UNIDAD    CODO PVC 1/2 PULGADA\\n                                                    476.00\\n   10  UNIDAD    DISCO DE CORTE 4.5 PULGADAS\\n                                                  2,110.00\\n  500  PIE       ALAMBRE ELECTRICO THHN NO. 12\\n                                                 18,500.00\\n    5  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS\\n                                                  2,020.00\\n    5  UNIDAD    BOMBILLO LED 9 W\\n                                                    485.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       23,591.00\\nITBIS 18% RD$       4,246.38\\nTOTAL RD$          27,837.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6624059\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 31019021\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00111017521"],"invoice_ids":["inv_a382ccef1918d8e36469"],"observation_id":"obs_8a514c48c6d0118f63fc","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.95,"augmentation_metadata":{"downscale_factor":0.613,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.917,"brightness_factor":1.008,"blur_sigma":0.315,"crop_applied":false,"camera_distance_factors":[0.909],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.63,"jpeg_quality":81,"documents":[{"rotation_deg":-1.896,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4910202551720187934,"difficulty":"medium","split":"train"}
{"image":"images/606_000684.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130560404\",\"ncf\":\"B1515001319\",\"fecha_comprobante\":\"20240211\",\"monto_facturado_servicios\":1628.99,\"monto_facturado_bienes\":27047.80,\"itbis_facturado\":5161.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JOSECO DECORACIONES\\nJOSECO DECORACIONES SRL\\nRNC 130560404\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 00145\\nSALOME\\nRNC CLIENTE: 430402729\\nFACTURA DE CREDITO FISCAL\\nNCF: B1515001319\\nFACTURA NO.: 9594886\\nAUTORIZACION: 794177612\\nTELEFONO: 809-724-6491\\nFECHA: 11/02/2024  HORA: 13:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,988.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  21,059.80\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,628.99\\n-------------------------------------------\\nSUB-TOTAL RD$       28,676.79\\nITBIS 18% RD$       5,161.82\\nTOTAL RD$          33,838.61\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3956124\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130560404"],"invoice_ids":["inv_abab16b36cb98dbcfdaf"],"observation_id":"obs_529003972a4f563375ed","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":10.11,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.987,"brightness_factor":0.956,"blur_sigma":0.206,"crop_applied":false,"camera_distance_factors":[0.919],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.73,"jpeg_quality":86,"documents":[{"rotation_deg":-1.012,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15007388650529543683,"difficulty":"light","split":"train"}
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{"image":"images/606_000688.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03104361690\",\"ncf\":\"E329447135726\",\"fecha_comprobante\":\"20240727\",\"monto_facturado_servicios\":31000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5580.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ROSETTA ROSALDA GUZMAN DE RODRIGUEZ\\nROSETTA ROSALDA GUZMAN DE RODRIGUEZ\\nRNC: 03104361690\\nCLIENTE: SINDICATO NACIONAL DE OPERADORES DE MAQ\\nRNC CLIENTE: 430051845\\nFACTURA DE CREDITO FISCAL\\nNCF E329447135726\\nFACTURA NO.: 7632998\\nAUTORIZACION: 576543604\\nTELEFONO: 809-413-5278\\nFECHA: 27/07/2024  HORA: 17:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    11,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       31,000.00\\nITBIS 18% RD$       5,580.00\\nTOTAL RD$          36,580.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5439423\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 57798853\\nRRG\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03104361690"],"invoice_ids":["inv_d4e8683bf3b1b3a3b2d3"],"observation_id":"obs_f228c26ab2024442c4e5","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.69,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.812,"brightness_factor":1.071,"blur_sigma":0.343,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":84,"documents":[{"rotation_deg":0.768,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RRG"}]},"num_invoices":1,"seed":7811349818730368929,"difficulty":"hard","split":"train"}
{"image":"images/607_000689.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06600221433\",\"ncf\":\"E453258544559\",\"fecha_comprobante\":\"20250310\",\"monto_facturado\":109500.00,\"itbis_facturado\":19710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":129210.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INDAGA IFC\\nRNC EMISOR: 132563263\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ERANDY ACOSTA BRITO\\nRNC CLIENTE: 06600221433\\nFACTURA DE CREDITO FISCAL\\nNCF E453258544559\\nFACTURA NO.: 9414222\\nAUTORIZACION: 606522247\\nTELEFONO: 809-239-3296\\nFECHA: 10/03/2025  HORA: 18:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    42,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       14,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       27,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    10,500.00\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      109,500.00\\nITBIS 18% RD$      19,710.00\\nTOTAL RD$         129,210.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4085870\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132563263"],"invoice_ids":["inv_9418775a782f7b2d073e"],"observation_id":"obs_317996c6cc4de902f747","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.45,"augmentation_metadata":{"downscale_factor":0.896,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.871,"brightness_factor":0.972,"blur_sigma":0.303,"crop_applied":false,"camera_distance_factors":[0.953],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.41,"jpeg_quality":93,"documents":[{"rotation_deg":-0.192,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17000057504426460919,"difficulty":"light","split":"train"}
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{"image":"images/606_000692.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130031622\",\"ncf\":\"B0291247086\",\"fecha_comprobante\":\"20241115\",\"monto_facturado_servicios\":143000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25740.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130177368\",\"ncf\":\"E312723927924\",\"fecha_comprobante\":\"20250623\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8779.90,\"itbis_facturado\":1580.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"COLOR TEL\\nCOLOR TEL S A\\nRNC 130031622\\nCLIENTE: JOSE FRANCISCO                 GUZMAN H\\nRNC CLIENTE: 06000036852\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0291247086\\nFACTURA NO.: 1344686\\nAUTORIZACION: 944213391\\nTELEFONO: 809-916-5651\\nFECHA: 15/11/2024  HORA: 14:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         43,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   16,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       61,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   18,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      143,000.00\\nITBIS 18% RD$      25,740.00\\nTOTAL RD$         168,740.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9861984\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 55337589\\nDETALLE DE SERVICIOS\\nPAGADO\\nPendiente\\n\\n--- FACTURA ---\\n\\nCREACIONES J P RAMIREZ\\nCREACIONES J P RAMIREZ EIRL\\nRNC: 130177368\\nCLIENTE: FRANCIS ANTONIO RAMIREZ LIRIANO\\nRNC CLIENTE: 02500058280\\nFACTURA DE CREDITO FISCAL\\nNCF: E312723927924\\nFACTURA NO.: 8234549\\nAUTORIZACION: 175992745\\nTELEFONO: 809-713-9189\\nFECHA: 23/06/2025  HORA: 19:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CALZADO CASUAL\\n                                   8,779.90\\n-------------------------------------------\\nSUB-TOTAL RD$        8,779.90\\nITBIS RD$       1,580.38\\nTOTAL RD$          10,360.28\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8581069\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 17536424\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\"}","template_ids":[4,5],"business_categories":["profesional","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130031622","130177368"],"invoice_ids":["inv_7f91fc7f2f0d9df600d1","inv_c976844d5728a3349239"],"observation_id":"obs_45317950e2f1db6f89f6","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.768,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.88,"brightness_factor":0.957,"blur_sigma":0.086,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":76.87,"jpeg_quality":78,"documents":[{"rotation_deg":0.156,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.045,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5124142404758166685,"difficulty":"hard","split":"train"}
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{"image":"images/606_000698.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430083291\",\"ncf\":\"B0220560453\",\"fecha_comprobante\":\"20241201\",\"monto_facturado_servicios\":20000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3600.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ORGANIZACION AMBIENTAL HIDROGENO INC\\nORGANIZACION AMBIENTAL HIDROGENO INC\\nRNC: 430083291\\nCLIENTE: MOVALDEZ INVERSIONES SRL\\nRNC CLIENTE: 132313623\\nFACTURA DE CREDITO FISCAL\\nNCF B0220560453\\nFACTURA NO.: 1667534\\nAUTORIZACION: 259187389\\nTELEFONO: 809-832-2383\\nFECHA: 01/12/2024  HORA: 13:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   20,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       20,000.00\\nITBIS RD$       3,600.00\\nTOTAL RD$          23,600.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9104466\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 87737657\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRevisado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430083291"],"invoice_ids":["inv_e91da0a43dc2443169d4"],"observation_id":"obs_67c798c2357acca882b9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.58,"augmentation_metadata":{"downscale_factor":0.788,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":1.001,"brightness_factor":0.997,"blur_sigma":0.756,"crop_applied":false,"camera_distance_factors":[0.99],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.27,"jpeg_quality":84,"documents":[{"rotation_deg":1.112,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6799280306259693949,"difficulty":"medium","split":"train"}
{"image":"images/607_000699.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40226213284\",\"ncf\":\"B0207549321\",\"fecha_comprobante\":\"20240923\",\"monto_facturado\":1507.75,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1507.75,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EDUARDO DE LA CRUZ DE LA CRUZ\\nRNC EMISOR: 08700172144\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MISAEL ANTONIO VARGAS FRANCISCO\\nRNC CLIENTE: 40226213284\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0207549321\\nFACTURA NO.: 5423086\\nAUTORIZACION: 223297841\\nTELEFONO: 809-689-3795\\nFECHA: 23/09/2024  HORA: 16:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REFRESCO 2.5 LITROS            121.00\\n    5  UNIDAD    JUGO ENVASADO 1 LITRO          755.00\\n    3  GALON     CLORO LIQUIDO 1 GALON          447.00\\n    5  LIBRA     ARROZ SELECTO LIBRA            184.75\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,507.75\\nITBIS RD$           0.00\\nTOTAL RD$           1,507.75\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7530961\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 99490712\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nAPROBADO\"}","template_ids":[6],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated","sidip_proconsumidor"]],"issuer_rncs":["08700172144"],"invoice_ids":["inv_05a8b52f4d785eacb25c"],"observation_id":"obs_abddc3d45797879c9a10","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.83,"augmentation_metadata":{"downscale_factor":0.738,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.725,"brightness_factor":1.079,"blur_sigma":0.375,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.19,"jpeg_quality":79,"documents":[{"rotation_deg":-0.802,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10442123234396953948,"difficulty":"hard","split":"test"}
{"image":"images/606_000700.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131852785\",\"ncf\":\"B0193302559\",\"fecha_comprobante\":\"20240904\",\"monto_facturado_servicios\":452432.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"INVERSIONES DEL SUR SJM\\nINVERSIONES DEL SUR SJM SRL\\nRNC EMISOR: 131852785\\nCLIENTE: JEVITA FILMS SRL\\nRNC CLIENTE: 132133082\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0193302559\\nFACTURA NO.: 2114117\\nAUTORIZACION: 198844524\\nTELEFONO: 809-551-2811\\nFECHA: 04/09/2024  HORA: 15:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  TASACION DE PROPIEDAD       33,614.00\\n    3  MES       ALQUILER DE LOCAL          418,818.00\\n----------------------------------------------\\nSUB-TOTAL RD$      452,432.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         452,432.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6523441\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVerificado\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131852785"],"invoice_ids":["inv_79af8fe0c8d8000668a9"],"observation_id":"obs_ee238939d71bb4abe08e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.777,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.711,"brightness_factor":1.096,"blur_sigma":0.495,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.09,"jpeg_quality":89,"documents":[{"rotation_deg":0.01,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16275964922917085367,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 90910760\\nDETALLE DE SERVICIOS\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nCOMPAÑIA DE PROPIETARIOS DE MICROBUSES UNI\\nCOMPAÑIA DE PROPIETARIOS DE MICROBUSES UNIDOS CO\\nRNC 131651275\\nCLIENTE: SEMBRADOR MAÑANERO ASOCIACION PUBLICA D\\nRNC CLIENTE: 430260096\\nFACTURA DE CREDITO FISCAL\\nNCF: E327560184986\\nFACTURA NO.: 3966855\\nAUTORIZACION: 877286520\\nTELEFONO: 809-840-1025\\nFECHA: 06/01/2025  HORA: 18:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  PEAJE Y GASTOS DE RUTA         313.00\\n    1  VIAJE     TRANSPORTE DE CARGA         31,486.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         4,325.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA       1,384.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       37,508.50\\nITBIS RD$       6,751.53\\nTOTAL RD$          44,260.03\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6253458\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000709.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130463832\",\"ncf\":\"E326214167959\",\"fecha_comprobante\":\"20240704\",\"monto_facturado\":8067.00,\"itbis_facturado\":1452.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":9519.06}],\"ocr\":\"JOSE ABRAHAN DIAZ DURAN\\nRNC EMISOR: 00107301087\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASTER DEVELOPMENT HOLDINGS CORP\\nRNC CLIENTE: 130463832\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326214167959\\nFACTURA NO.: 1273504\\nAUTORIZACION: 60963550\\nTELEFONO: 809-585-7770\\nFECHA: 04/07/2024  HORA: 11:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  DIA       ALQUILER TALADRO PERCUTOR\\n                                   3,536.00\\n    1  UNIDAD    BROCHA PARA PINTURA 3\\n                 PULGADAS\\n                                     212.50\\n    2  GALON     PINTURA ACRILICA SUPERIOR\\n                 1 GAL\\n                                   2,906.00\\n    5  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                   1,412.50\\n-------------------------------------------\\nSUBTOTAL RD$        8,067.00\\nITBIS 18% RD$       1,452.06\\nTOTAL RD$           9,519.06\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 6740669\\nGRACIAS POR SU COMPRA\\nJAD\"}","template_ids":[0],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00107301087"],"invoice_ids":["inv_675158c6a41cf6c03e13"],"observation_id":"obs_628db9eace6759524716","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":9.84,"augmentation_metadata":{"downscale_factor":0.738,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.788,"brightness_factor":1.083,"blur_sigma":0.497,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.7,"jpeg_quality":77,"documents":[{"rotation_deg":0.016,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JAD"}]},"num_invoices":1,"seed":14388627628667664125,"difficulty":"hard","split":"train"}
{"image":"images/606_000710.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130966402\",\"ncf\":\"B1439686984\",\"fecha_comprobante\":\"20250502\",\"monto_facturado_servicios\":291.99,\"monto_facturado_bienes\":33944.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COPY GRAPHICS PAGAMA\\nCOPY GRAPHICS PAGAMA SRL\\nRNC 130966402\\nCLIENTE: MARIA ESTHER HERNANDEZ GARCIA\\nRNC CLIENTE: 05100031292\\nFACTURA DE CREDITO FISCAL\\nNCF B1439686984\\nFACTURA NO.: 2745713\\nAUTORIZACION: 829580325\\nTELEFONO: 809-369-8680\\nFECHA: 02/05/2025  HORA: 11:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            291.99\\n    4  UNIDAD    EQUIPO ELECTRICO            33,944.00\\n----------------------------------------------\\nSUB-TOTAL RD$       34,235.99\\nITBIS 18% RD$           0.00\\nTOTAL RD$          34,235.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8995489\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 84738161\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130966402"],"invoice_ids":["inv_501e753e01150960baba"],"observation_id":"obs_7392ea2e269d22961191","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":6.78,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.079,"brightness_factor":1.012,"blur_sigma":0.106,"crop_applied":false,"camera_distance_factors":[0.896],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.35,"jpeg_quality":87,"documents":[{"rotation_deg":1.638,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18401398584839117088,"difficulty":"light","split":"validation"}
{"image":"images/607_000711.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130975401\",\"ncf\":\"B1497304835\",\"fecha_comprobante\":\"20240404\",\"monto_facturado\":92528.96,\"itbis_facturado\":12353.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":73.31,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":104955.30,\"otras_formas_de_venta\":0.00}],\"ocr\":\"UTERRA FAMILY FARM HOMESTEAD\\nRNC EMISOR: 133235791\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LHASANA SRL\\nRNC CLIENTE: 130975401\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1497304835\\nFACTURA NO.: 4137055\\nAUTORIZACION: 499591020\\nTELEFONO: 809-840-1879\\nFECHA: 04/04/2024  HORA: 16:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  QUINTAL   ARROZ EN CASCARA            15,612.00\\n    1  UNIDAD    PLATANO BARAHONERO              39.00\\n    4  SERVICIO  SERVICIO DE COSECHA         68,627.96\\n    5  QUINTAL   FRUTAS FRESCAS               8,250.00\\n----------------------------------------------\\nSUBTOTAL RD$       92,528.96\\nIMPUESTO ITBIS RD$      12,353.03\\nOTROS IMPUESTOS RD$      73.31\\nTOTAL RD$         104,955.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7765985\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 62988471\\nVERIFICADO\"}","template_ids":[3],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["133235791"],"invoice_ids":["inv_3646580b01099a289f53"],"observation_id":"obs_78af7ea889d542fc04ab","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.16,"augmentation_metadata":{"downscale_factor":0.886,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":1.06,"brightness_factor":1.072,"blur_sigma":0.467,"crop_applied":true,"camera_distance_factors":[0.918],"legibility_scale_corrections":[0.0],"final_contrast_stddev":84.16,"jpeg_quality":79,"documents":[{"rotation_deg":-0.275,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10264980200301629533,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 45127874\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\\n\\n--- FACTURA ---\\n\\nFRANCISCO ANTONIO CARABALLO SALLAS\\nFRANCISCO ANTONIO CARABALLO SALLAS\\nRNC EMISOR: 04700829700\\nCLIENTE: MIC WORLDWIDE INC\\nRNC CLIENTE: 130703035\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0144416935\\nFACTURA NO.: 4227659\\nAUTORIZACION: 113274657\\nTELEFONO: 809-719-8523\\nFECHA: 23/06/2025  HORA: 20:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  43,896.99\\n    2  MES       ALQUILER DE LOCAL\\n                                 271,277.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  51,192.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  15,300.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  14,147.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      395,813.98\\nITBIS RD$      71,246.52\\nTOTAL RD$         467,060.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9735633\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 26612610\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nASEGESEM ASESORES EN GESTION EMPRESARIAL\\nASEGESEM ASESORES EN GESTION EMPRESARIAL SRL\\nRNC EMISOR: 132404726\\nCLIENTE: INVERSIONES SAMOS  S A\\nRNC CLIENTE: 101884584\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317762326192\\nFACTURA NO.: 3795047\\nAUTORIZACION: 255051172\\nTELEFONO: 809-659-3023\\nFECHA: 10/12/2025  HORA: 09:13\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 27,500.00\\n   14  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 23,842.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS\\n                                                 37,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                                100,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                  3,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      191,342.00\\nITBIS 18% RD$      34,441.56\\nOTROS IMPUESTOS RD$      42.78\\nTOTAL RD$         225,826.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4583110\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 40513504\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nHILDA SOBEIDA DE LA ALT MONTERO WAGNER WAG\\nHILDA SOBEIDA DE LA ALT MONTERO WAGNER\\nWAGNER\\nRNC 00101628048\\nCLIENTE: SOLINVEST SRL\\nRNC CLIENTE: 131485553\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0179521202\\nFACTURA NO.: 8163822\\nAUTORIZACION: 232173443\\nTELEFONO: 809-361-8201\\nFECHA: 18/11/2025  HORA: 11:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                   3,750.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,750.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           3,750.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8477958\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000743.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131213413\",\"ncf\":\"B0214245751\",\"fecha_comprobante\":\"20240828\",\"monto_facturado\":15793.97,\"itbis_facturado\":2842.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":18636.88,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ENVASADORA DE GAS HNOS CASTILLO C POR A\\nRNC EMISOR: 122001931\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SWEET SCENT CORPORATION\\nRNC CLIENTE: 131213413\\nFACTURA DE CREDITO FISCAL\\nNCF B0214245751\\nFACTURA NO.: 0909552\\nAUTORIZACION: 322043440\\nTELEFONO: 809-287-5470\\nFECHA: 28/08/2024  HORA: 12:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,074.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     750.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,780.97\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,006.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,183.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,793.97\\nITBIS RD$       2,842.91\\nTOTAL RD$          18,636.88\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3723265\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 39089965\\nEDG\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["122001931"],"invoice_ids":["inv_4961f757ed3d3fc6f38c"],"observation_id":"obs_86eab577a3307bd90367","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.95,"augmentation_metadata":{"downscale_factor":0.828,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":1.02,"brightness_factor":0.979,"blur_sigma":0.552,"crop_applied":true,"camera_distance_factors":[0.921],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.14,"jpeg_quality":75,"documents":[{"rotation_deg":3.568,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EDG"}]},"num_invoices":1,"seed":2692981330145970578,"difficulty":"medium","split":"train"}
{"image":"images/606_000744.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132847059\",\"ncf\":\"B0277903004\",\"fecha_comprobante\":\"20240504\",\"monto_facturado_servicios\":7118.47,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1281.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"DEIDRY SALON\\nDEIDRY SALON SRL\\nRNC 132847059\\nCLIENTE: ALEYDA MARIA GERMAN GALVEZ DE DOÑE\\nRNC CLIENTE: 00106447782\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0277903004\\nFACTURA NO.: 0511600\\nAUTORIZACION: 611108526\\nTELEFONO: 809-757-2581\\nFECHA: 04/05/2024  HORA: 16:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  SERVICIO  LAVADO Y SECADO\\n                                   4,790.97\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                   2,327.50\\n-------------------------------------------\\nSUB-TOTAL RD$        7,118.47\\nITBIS 18% RD$       1,281.32\\nTOTAL RD$           8,399.79\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 7835821\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 76719834\"}","template_ids":[1],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["132847059"],"invoice_ids":["inv_2055e94e457e5fbc2f23"],"observation_id":"obs_46af4514b7e1bf447cff","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":10.33,"augmentation_metadata":{"downscale_factor":0.733,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.616,"brightness_factor":1.12,"blur_sigma":0.521,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.66,"jpeg_quality":81,"documents":[{"rotation_deg":1.235,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15815164901844753465,"difficulty":"hard","split":"train"}
{"image":"images/607_000745.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132102592\",\"ncf\":\"B1538952533\",\"fecha_comprobante\":\"20250923\",\"monto_facturado\":89500.00,\"itbis_facturado\":16110.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":105610.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02600124941\",\"ncf\":\"E451466560391\",\"fecha_comprobante\":\"20250521\",\"monto_facturado\":7000.00,\"itbis_facturado\":1260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":8260.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IRIS DEL ROSARIO ALMANZAR DE LA CRUZ\\nRNC EMISOR: 00102432648\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AUTO SERVICIOS SU STAR\\nRNC CLIENTE: 132102592\\nFACTURA DE CREDITO FISCAL\\nNCF: B1538952533\\nFACTURA NO.: 3488523\\nAUTORIZACION: 700369931\\nTELEFONO: 809-501-6225\\nFECHA: 23/09/2025  HORA: 17:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    55,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       7,500.00\\n    1  SERVICIO  ASESORIA TECNICA            27,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       89,500.00\\nITBIS RD$      16,110.00\\nTOTAL RD$         105,610.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 2505373\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nEL YAQUE PEST CONTROL\\nRNC EMISOR: 132158822\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARTHA IVELISSE RICHARSON FIGUEROA\\nRNC CLIENTE: 02600124941\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451466560391\\nFACTURA NO.: 8187904\\nAUTORIZACION: 286059068\\nTELEFONO: 809-301-2446\\nFECHA: 21/05/2025  HORA: 10:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA             7,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,000.00\\nIMPUESTO ITBIS RD$       1,260.00\\nTOTAL RD$           8,260.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4548062\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 49390308\\nVERIFICADO\"}","template_ids":[12,3],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00102432648","132158822"],"invoice_ids":["inv_bca8fdc04708d5845bf9","inv_d2308d08000e24e54fce"],"observation_id":"obs_2c209d2dc0363c48aa55","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.994,"brightness_factor":1.009,"blur_sigma":0.217,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":28.26,"jpeg_quality":90,"documents":[{"rotation_deg":-0.57,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.579,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1731562999639831837,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 57412866\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nRESIDENCIAL BASARI 2\\nRNC EMISOR: 131912291\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TECNOINFO SRL\\nRNC CLIENTE: 130495246\\nFACTURA DE CREDITO FISCAL\\nNCF: B1581726907\\nFACTURA NO.: 1566849\\nAUTORIZACION: 309251794\\nTELEFONO: 809-738-9289\\nFECHA: 09/05/2024  HORA: 11:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    BOMBILLO LED 9 W               296.85\\n    5  FUNDA     CEMENTO GRIS 42.5 KG         2,714.75\\n    1  UNIDAD    TUBO PVC PRESION 2 PULGADAS    1,069.00\\n    3  UNIDAD    CERRADURA DE POMO            2,652.00\\n    4  METRO3    ARENA GRIS LAVADA GRUESA     9,944.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       16,676.60\\nITBIS 18% RD$       3,001.79\\nTOTAL RD$          19,678.39\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2052289\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 57676412\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,5,11,2],"business_categories":["belleza","comercio_general","inmobiliario","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131826172","04900680036","132553993","131912291"],"invoice_ids":["inv_ff37848994b9526f471d","inv_689cb6d2207d4997e152","inv_0a16b059f20789ec7f9a","inv_57b09663043b09e917d8"],"observation_id":"obs_54739059f06e535a9abf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.51,"augmentation_metadata":{"downscale_factor":0.799,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.934,"brightness_factor":0.876,"blur_sigma":0.548,"crop_applied":false,"camera_distance_factors":[0.938,0.903,0.892,0.993],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":33.61,"jpeg_quality":90,"documents":[{"rotation_deg":2.604,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.655,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.936,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.886,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":11182631442681949132,"difficulty":"very_hard","split":"validation"}
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{"image":"images/607_000751.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03400200774\",\"ncf\":\"E323293303070\",\"fecha_comprobante\":\"20240829\",\"monto_facturado\":365918.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":365918.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO VALTAREZ\\nRNC EMISOR: 133539349\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARCOS ANTONIO MARTINEZ\\nRNC CLIENTE: 03400200774\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323293303070\\nFACTURA NO.: 7479785\\nAUTORIZACION: 739364468\\nTELEFONO: 809-455-6849\\nFECHA: 29/08/2024  HORA: 17:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 184,419.50\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  11,297.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  14,234.00\\n    1  MES       ALQUILER DE LOCAL\\n                                 123,588.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  32,379.50\\n-------------------------------------------\\nSUB-TOTAL RD$      365,918.00\\nITBIS RD$           0.00\\nTOTAL RD$         365,918.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9397684\\nGRACIAS POR SU COMPRA\\nGV\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133539349"],"invoice_ids":["inv_963372eb7f9b053d9914"],"observation_id":"obs_0702cdbf112b00ef85d3","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.51,"augmentation_metadata":{"downscale_factor":0.757,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.893,"brightness_factor":1.029,"blur_sigma":0.607,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.17,"jpeg_quality":88,"documents":[{"rotation_deg":0.516,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GV"}]},"num_invoices":1,"seed":9635839787864726277,"difficulty":"hard","split":"train"}
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{"image":"images/607_000753.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00107180168\",\"ncf\":\"E456447322583\",\"fecha_comprobante\":\"20250618\",\"monto_facturado\":1770.70,\"itbis_facturado\":211.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1981.97,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE DAMIAN GEORGE POZO\\nRNC EMISOR: 00201459237\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILSON WILFREDO FERNANDEZ MARTINEZ\\nRNC CLIENTE: 00107180168\\nFACTURA DE CREDITO FISCAL\\nNCF: E456447322583\\nFACTURA NO.: 4672216\\nAUTORIZACION: 952089740\\nTELEFONO: 809-886-7178\\nFECHA: 18/06/2025  HORA: 13:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  GALON     CLORO LIQUIDO 1 GALON\\n                                     249.90\\n    6  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     294.00\\n    4  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     376.00\\n    3  LITRO     LECHE UHT 1 LITRO\\n                                     303.00\\n    4  UNIDAD    REFRESCO 2.5 LITROS\\n                                     547.80\\n-------------------------------------------\\nSUBTOTAL RD$        1,770.70\\nITBIS 18% RD$         211.27\\nTOTAL RD$           1,981.97\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2278224\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["00201459237"],"invoice_ids":["inv_0bfe836a450ebe47dee2"],"observation_id":"obs_97a25edd669cc1799ca1","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.73,"augmentation_metadata":{"downscale_factor":0.669,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.861,"brightness_factor":1.079,"blur_sigma":0.292,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.59,"jpeg_quality":83,"documents":[{"rotation_deg":-0.327,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17944422970924675253,"difficulty":"hard","split":"train"}
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{"image":"images/606_000772.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00105356794\",\"ncf\":\"B0226433471\",\"fecha_comprobante\":\"20241130\",\"monto_facturado_servicios\":1022.00,\"monto_facturado_bienes\":27419.00,\"itbis_facturado\":5119.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SANDRA MIGUELINA RODRIGUEZ MATEO MATEO\\nSANDRA MIGUELINA RODRIGUEZ MATEO MATEO\\nRNC EMISOR: 00105356794\\nCLIENTE: GILBERTO MARCIAL\\nRUIZ DE\\nRNC CLIENTE: 00400069019\\nFACTURA DE CREDITO FISCAL\\nNCF B0226433471\\nFACTURA NO.: 1324295\\nAUTORIZACION: 15828921\\nTELEFONO: 809-369-6407\\nFECHA: 30/11/2024  HORA: 20:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,172.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     240.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     409.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,022.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,598.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,441.00\\nIMPUESTO ITBIS RD$       5,119.38\\nTOTAL RD$          33,560.38\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3477392\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 72926935\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSMR\\nRecibido\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00105356794"],"invoice_ids":["inv_f9c9404350a0f88301fc"],"observation_id":"obs_3e394d27ac01af704bea","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.24,"augmentation_metadata":{"downscale_factor":0.887,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.987,"brightness_factor":1.02,"blur_sigma":0.15,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.48,"jpeg_quality":90,"documents":[{"rotation_deg":0.518,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SMR"}]},"num_invoices":1,"seed":3760172583657692311,"difficulty":"light","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 99324283\\n\\n--- FACTURA ---\\n\\nROQUE ELITE LEGAL GROUP\\nRNC EMISOR: 133731517\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LESLIE CORAL BROUWER RODRIGUEZ\\nRNC CLIENTE: 40224162541\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320279699291\\nFACTURA NO.: 9322486\\nAUTORIZACION: 585472614\\nTELEFONO: 809-733-8285\\nFECHA: 06/07/2024  HORA: 11:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    36,500.00\\n    1  MES       SUPERVISION DE OBRA         30,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,500.00\\n    1  CASO      REPRESENTACION LEGAL        82,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   24,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      188,500.00\\nIMPUESTO ITBIS RD$      33,930.00\\nTOTAL RD$         222,430.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8846832\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVerificado\"}","template_ids":[3,5,4],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04600076972","132695552","133731517"],"invoice_ids":["inv_5ced7626adeb8b4816f3","inv_39b7c0d7d810f9dcae1f","inv_fc09bc268aca183da334"],"observation_id":"obs_d7c8699636b825101b7d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.71,"augmentation_metadata":{"downscale_factor":0.759,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.001,"brightness_factor":0.873,"blur_sigma":0.53,"crop_applied":false,"camera_distance_factors":[0.99,0.882,0.934],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.63,"jpeg_quality":87,"documents":[{"rotation_deg":-1.02,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.384,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.164,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VMM"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15609787736974229584,"difficulty":"hard","split":"validation"}
{"image":"images/606_000774.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00114039035\",\"ncf\":\"E455849567926\",\"fecha_comprobante\":\"20250902\",\"monto_facturado_servicios\":32074.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5773.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":3207.40,\"forma_pago\":2}],\"ocr\":\"WILLIAM ISIDRO RODRIGUEZ ESPAILLAT\\nWILLIAM ISIDRO RODRIGUEZ ESPAILLAT\\nRNC: 00114039035\\nCLIENTE: NUFORM MEDICAL GROUP NUMEG SRL\\nRNC CLIENTE: 133199637\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455849567926\\nFACTURA NO.: 6307036\\nAUTORIZACION: 648429966\\nTELEFONO: 809-447-5755\\nFECHA: 02/09/2025  HORA: 10:39\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  REPARACION MECANICA\\n                                                 30,515.50\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                                  1,558.50\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       32,074.00\\nITBIS RD$       5,773.32\\nPROPINA LEGAL RD$     3,207.40\\nTOTAL RD$          41,054.72\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9222762\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["00114039035"],"invoice_ids":["inv_2a644525d3ab3223cf6c"],"observation_id":"obs_97e689bf2e0da64abb42","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":10.34,"augmentation_metadata":{"downscale_factor":0.888,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.79,"brightness_factor":1.086,"blur_sigma":0.501,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":30.68,"jpeg_quality":78,"documents":[{"rotation_deg":-1.096,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12219374625875699823,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nMARIO JOSE ESTEBAN HIDALGO BEATO\\nRNC EMISOR: 04700160163\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOAN RAFAEL DE LA CRUZ FELIZ\\nRNC CLIENTE: 01000479343\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441201666086\\nFACTURA NO.: 9301874\\nAUTORIZACION: 486757578\\nTELEFONO: 809-702-8569\\nFECHA: 13/10/2024  HORA: 09:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  20,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  15,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  15,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                   4,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  11,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       65,500.00\\nITBIS 18% RD$      11,790.00\\nTOTAL RD$          77,290.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3983205\\nGRACIAS POR SU COMPRA\"}","template_ids":[2,9,7,0],"business_categories":["profesional","transporte","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00103223962","133084562","02300418569","04700160163"],"invoice_ids":["inv_6df91ab650dd3c9cacf6","inv_3e2b46ce20836b135d63","inv_04890ad88e08b7f1156c","inv_da81c575d4f31b96a255"],"observation_id":"obs_d40f97392dbfb64a5657","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.972,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.969,"brightness_factor":1.014,"blur_sigma":0.039,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":24.73,"jpeg_quality":91,"documents":[{"rotation_deg":0.392,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.006,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.666,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.455,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":2257118142537858724,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_000784.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132257057\",\"ncf\":\"B1499574577\",\"fecha_comprobante\":\"20240101\",\"monto_facturado_servicios\":989.00,\"monto_facturado_bienes\":4168.00,\"itbis_facturado\":928.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"EVELIO AUTO GAS\\nEVELIO AUTO GAS SRL\\nRNC 132257057\\nCLIENTE: KENIA GUADALUPE TORIBIO DE VELEZ\\nRNC CLIENTE: 00111307716\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1499574577\\nFACTURA NO.: 8296121\\nAUTORIZACION: 880663672\\nTELEFONO: 809-811-9368\\nFECHA: 01/01/2024  HORA: 09:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO         4,168.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            989.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,157.00\\nIMPUESTO ITBIS RD$         928.26\\nTOTAL RD$           6,085.26\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4886101\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 59331054\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132257057"],"invoice_ids":["inv_0279a4277698e5a2c32e"],"observation_id":"obs_4c4e929e870bd72ef4d8","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.78,"augmentation_metadata":{"downscale_factor":0.727,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.101,"brightness_factor":1.014,"blur_sigma":0.309,"crop_applied":false,"camera_distance_factors":[0.914],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.41,"jpeg_quality":79,"documents":[{"rotation_deg":-2.695,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15874751483285174824,"difficulty":"medium","split":"train"}
{"image":"images/607_000785.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133293625\",\"ncf\":\"E449886137524\",\"fecha_comprobante\":\"20241224\",\"monto_facturado\":10280.95,\"itbis_facturado\":1850.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":12131.52,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NS MERCANTIL S A\\nRNC EMISOR: 124030392\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSPORTES Y SERVICIOS FANA ROJAS\\nSRL\\nRNC CLIENTE: 133293625\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449886137524\\nFACTURA NO.: 3138562\\nAUTORIZACION: 455852047\\nTELEFONO: 809-669-1386\\nFECHA: 24/12/2024  HORA: 14:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,037.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,412.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,790.50\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,136.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,904.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,280.95\\nIMPUESTO ITBIS RD$       1,850.57\\nTOTAL RD$          12,131.52\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7941865\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["124030392"],"invoice_ids":["inv_665dcd98577c285212bf"],"observation_id":"obs_a24b897e638c77bd6e57","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.51,"augmentation_metadata":{"downscale_factor":0.817,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.692,"brightness_factor":1.012,"blur_sigma":0.298,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.09,"jpeg_quality":86,"documents":[{"rotation_deg":1.009,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7044861112059103160,"difficulty":"medium","split":"train"}
{"image":"images/606_000786.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00104876750\",\"ncf\":\"B0157332225\",\"fecha_comprobante\":\"20250614\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":47111.99,\"itbis_facturado\":8480.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MANCEBO INDUSTRIAL\\nHECTOR BIENVENIDO MANCEBO ADAMES\\nRNC: 00104876750\\nCLIENTE: ALMONTE GONZALEZ BIENES RAICES C\\nPOR A\\nRNC CLIENTE: 101703611\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0157332225\\nFACTURA NO.: 0126043\\nAUTORIZACION: 272342161\\nTELEFONO: 809-879-1712\\nFECHA: 14/06/2025  HORA: 08:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  30,385.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     444.99\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  12,858.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,424.00\\n-------------------------------------------\\nSUBTOTAL RD$       47,111.99\\nITBIS RD$       8,480.16\\nTOTAL RD$          55,592.15\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2710267\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 14243296\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00104876750"],"invoice_ids":["inv_5defe0ab7f1828b25100"],"observation_id":"obs_bf6971c5b69da4546982","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.49,"augmentation_metadata":{"downscale_factor":0.776,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.752,"brightness_factor":1.064,"blur_sigma":0.585,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.79,"jpeg_quality":76,"documents":[{"rotation_deg":0.632,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1037032435410654741,"difficulty":"hard","split":"train"}
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{"image":"images/606_000790.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05500198519\",\"ncf\":\"B1588950803\",\"fecha_comprobante\":\"20250717\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9524.85,\"itbis_facturado\":1462.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132582268\",\"ncf\":\"E313335774255\",\"fecha_comprobante\":\"20240928\",\"monto_facturado_servicios\":31590.99,\"monto_facturado_bienes\":5088.00,\"itbis_facturado\":6602.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JUAN FRANCISCO VELOZ VASQUEZ\\nJUAN FRANCISCO VELOZ VASQUEZ\\nRNC: 05500198519\\nCLIENTE: FERRETERIA VIRGINIA S A\\nRNC CLIENTE: 130221121\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1588950803\\nFACTURA NO.: 6089902\\nAUTORIZACION: 805865445\\nTELEFONO: 809-675-9134\\nFECHA: 17/07/2025  HORA: 13:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  QUINTAL   ARROZ EN CASCARA             1,401.00\\n    3  UNIDAD    FERTILIZANTE AGRICOLA        8,123.85\\n----------------------------------------------\\nSUBTOTAL RD$        9,524.85\\nITBIS RD$       1,462.29\\nTOTAL RD$          10,987.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 648778\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEXOCAR\\nEXOCAR SRL\\nRNC: 132582268\\nCLIENTE: MARYANGEL RODRIGUEZ ESTEVEZ\\nRNC CLIENTE: 40219219348\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313335774255\\nFACTURA NO.: 8126546\\nAUTORIZACION: 635144372\\nTELEFONO: 809-769-5638\\nFECHA: 28/09/2024  HORA: 16:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REPARACION MECANICA\\n                                  31,590.99\\n    3  UNIDAD    FILTRO DE ACEITE\\n                                   1,584.00\\n    4  UNIDAD    ACEITE DE MOTOR\\n                                   3,504.00\\n-------------------------------------------\\nSUBTOTAL RD$       36,678.99\\nITBIS 18% RD$       6,602.22\\nTOTAL RD$          43,281.21\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3907479\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 66401193\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,1],"business_categories":["agricultura","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05500198519","132582268"],"invoice_ids":["inv_7444c6f9ff3ba52d1011","inv_f85927ccfbbb573a7e3e"],"observation_id":"obs_f46b2d3f421dd4cb99c8","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.994,"brightness_factor":0.998,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.16,"jpeg_quality":97,"documents":[{"rotation_deg":-0.131,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.009,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16743241291895227148,"difficulty":"medium","split":"train"}
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{"image":"images/606_000792.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131642934\",\"ncf\":\"E319615504692\",\"fecha_comprobante\":\"20250602\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14537.00,\"itbis_facturado\":2616.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"LUCCIEN CONSTRUCTORA\\nLUCCIEN CONSTRUCTORA SRL\\nRNC 131642934\\nCLIENTE: DISTRIBUIDORA Y COMERCIALIZADORA SANTOS\\nRNC CLIENTE: 132785401\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319615504692\\nFACTURA NO.: 1162141\\nAUTORIZACION: 708987591\\nTELEFONO: 809-868-9416\\nFECHA: 02/06/2025  HORA: 12:29\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n   17  UNIDAD    CODO PVC 1/2 PULGADA\\n                                                    306.00\\n    4  METRO3    ARENA GRIS LAVADA GRUESA\\n                                                 11,064.00\\n   12  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS\\n                                                    810.00\\n    9  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                  1,512.00\\n    5  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS\\n                                                    845.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       14,537.00\\nIMPUESTO ITBIS RD$       2,616.66\\nTOTAL RD$          17,153.66\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3133192\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 76003448\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131642934"],"invoice_ids":["inv_36bc717ed0820d422164"],"observation_id":"obs_03272c932341f6935f44","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":10.24,"augmentation_metadata":{"downscale_factor":0.702,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.837,"brightness_factor":1.038,"blur_sigma":0.889,"crop_applied":false,"camera_distance_factors":[0.979],"legibility_scale_corrections":[0.0],"final_contrast_stddev":61.05,"jpeg_quality":88,"documents":[{"rotation_deg":-0.549,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2269241658781783846,"difficulty":"medium","split":"train"}
{"image":"images/607_000793.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133530309\",\"ncf\":\"B0103786115\",\"fecha_comprobante\":\"20251007\",\"monto_facturado\":39500.00,\"itbis_facturado\":7110.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":46610.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RICARDO ALBERY NUÑEZ SARANTE\\nRNC EMISOR: 03104643295\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ITZELEIMA EXPORT & TRADE SRL\\nRNC CLIENTE: 133530309\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0103786115\\nFACTURA NO.: 9730437\\nAUTORIZACION: 496338053\\nTELEFONO: 809-975-6659\\nFECHA: 07/10/2025  HORA: 13:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   9,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  30,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       39,500.00\\nIMPUESTO ITBIS RD$       7,110.00\\nTOTAL RD$          46,610.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2775434\\nGRACIAS POR SU COMPRA\\nENTREGADO\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03104643295"],"invoice_ids":["inv_c9c4227ff79375b822ea"],"observation_id":"obs_a43dbfdf8028ad8cc876","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":10.44,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.034,"brightness_factor":1.061,"blur_sigma":0.065,"crop_applied":false,"camera_distance_factors":[0.962],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.28,"jpeg_quality":90,"documents":[{"rotation_deg":-0.917,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2905122676258840384,"difficulty":"light","split":"train"}
{"image":"images/606_000794.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133507684\",\"ncf\":\"E316656067105\",\"fecha_comprobante\":\"20250618\",\"monto_facturado_servicios\":319812.43,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"KEY HOUSE\\nKEY HOUSE SRL\\nRNC 133507684\\nCLIENTE: GILBERTO VIDAL GIL TEJADA\\nRNC CLIENTE: 04700142781\\nFACTURA DE CREDITO FISCAL\\nNCF E316656067105\\nFACTURA NO.: 4681137\\nAUTORIZACION: 108369621\\nTELEFONO: 809-310-8638\\nFECHA: 18/06/2025  HORA: 09:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   5,415.99\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 119,566.50\\n    3  MES       ALQUILER DE LOCAL\\n                                 161,898.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                   6,908.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  26,022.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$      319,812.43\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         319,812.43\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1064532\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 85275056\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133507684"],"invoice_ids":["inv_3a98aa3b0fd181a1b14a"],"observation_id":"obs_acd472de7b1f120a923f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.59,"augmentation_metadata":{"downscale_factor":0.962,"red_scale":0.958,"blue_scale":1.042,"contrast_factor":0.993,"brightness_factor":1.001,"blur_sigma":0.007,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.25,"jpeg_quality":96,"documents":[{"rotation_deg":-0.789,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4259958215757058594,"difficulty":"light","split":"train"}
{"image":"images/607_000795.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101017697\",\"ncf\":\"E326200688119\",\"fecha_comprobante\":\"20251024\",\"monto_facturado\":13918.45,\"itbis_facturado\":2505.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":16423.77,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TUBULAR SUPPLY\\nRNC EMISOR: 131955101\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIRIAM LISSETTE MERCEDES DE MEJIA\\nRNC CLIENTE: 00101017697\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326200688119\\nFACTURA NO.: 5856933\\nAUTORIZACION: 328620172\\nTELEFONO: 809-938-4745\\nFECHA: 24/10/2025  HORA: 18:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,496.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,023.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,734.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,808.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     856.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,918.45\\nIMPUESTO ITBIS RD$       2,505.32\\nTOTAL RD$          16,423.77\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1986227\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 13441437\\nRECIBIDO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131955101"],"invoice_ids":["inv_e5b57f802f3282f4d932"],"observation_id":"obs_aa66f8f88a204b4b58ab","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.52,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":0.956,"blue_scale":1.044,"contrast_factor":0.992,"brightness_factor":0.969,"blur_sigma":0.014,"crop_applied":false,"camera_distance_factors":[0.968],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.72,"jpeg_quality":95,"documents":[{"rotation_deg":1.788,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15817633325822007329,"difficulty":"light","split":"validation"}
{"image":"images/606_000796.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130744459\",\"ncf\":\"B0226069170\",\"fecha_comprobante\":\"20250928\",\"monto_facturado_servicios\":77343.00,\"monto_facturado_bienes\":11290.74,\"itbis_facturado\":15954.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CONSTRUCTORA LMP\\nCONSTRUCTORA LMP SRL\\nRNC 130744459\\nCLIENTE: JOCELYN ALTAGRACIA CARABALLO GOMEZ\\nRNC CLIENTE: 00109192609\\nFACTURA DE CREDITO FISCAL\\nNCF B0226069170\\nFACTURA NO.: 8619616\\nAUTORIZACION: 151690827\\nTELEFONO: 809-943-8640\\nFECHA: 28/09/2025  HORA: 18:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  SERVICIO  MANO DE OBRA DE REPARACION   77,343.00\\n    2  UNIDAD    BOMBILLO LED 9 W               229.98\\n   14  UNIDAD    CODO PVC 1/2 PULGADA           433.86\\n    2  UNIDAD    INTERRUPTOR SENCILLO           189.90\\n    3  QUINTAL   VARILLA CORRUGADA 3/8       10,437.00\\n----------------------------------------------\\nSUBTOTAL RD$       88,633.74\\nITBIS RD$      15,954.07\\nTOTAL RD$         104,587.81\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6047431\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 83244987\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130744459"],"invoice_ids":["inv_19a910dfa9fd7429404c"],"observation_id":"obs_427fa2c12574a16a3e00","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.72,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.727,"brightness_factor":1.037,"blur_sigma":0.372,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":82,"documents":[{"rotation_deg":-0.01,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15633451580884603837,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 80063952\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEDUARD COMPUTERS\\nRNC EMISOR: 02500298308\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUSTAVO ALBERTO LOPEZ Y ASOCIADOS C POR\\nRNC CLIENTE: 124013836\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323572335394\\nFACTURA NO.: 4990049\\nAUTORIZACION: 145292991\\nTELEFONO: 809-501-9923\\nFECHA: 02/12/2024  HORA: 13:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA           7,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       44,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       60,000.00\\n    1  SERVICIO  ASESORIA TECNICA            35,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      146,500.00\\nIMPUESTO ITBIS RD$      26,370.00\\nTOTAL RD$         172,870.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7516215\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000815.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133179492\",\"ncf\":\"E448822113841\",\"fecha_comprobante\":\"20240303\",\"monto_facturado\":15031.94,\"itbis_facturado\":2705.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12036.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5700.83,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAMON MAURICIO CORTES RODRIGUEZ\\nRNC EMISOR: 09200011147\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PALERMO COSMETICOS SRL\\nRNC CLIENTE: 133179492\\nFACTURA DE CREDITO FISCAL\\nNCF E448822113841\\nFACTURA NO.: 5808573\\nAUTORIZACION: 923815700\\nTELEFONO: 809-658-8497\\nFECHA: 03/03/2024  HORA: 17:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,335.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,361.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,471.96\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,135.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,728.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,031.94\\nIMPUESTO ITBIS RD$       2,705.75\\nTOTAL RD$          17,737.69\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5830411\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 49269128\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["09200011147"],"invoice_ids":["inv_e8f406984c39a0d87b7c"],"observation_id":"obs_c25c6ab70c85a82bc4f4","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.05,"augmentation_metadata":{"downscale_factor":0.797,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.015,"brightness_factor":0.867,"blur_sigma":0.431,"crop_applied":true,"camera_distance_factors":[0.925],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.16,"jpeg_quality":80,"documents":[{"rotation_deg":-2.049,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8289263835303556766,"difficulty":"medium","split":"train"}
{"image":"images/606_000816.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132312481\",\"ncf\":\"E327686971536\",\"fecha_comprobante\":\"20250313\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5968.00,\"itbis_facturado\":1074.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"DISTRIBUIDORA BETHESDA\\nDISTRIBUIDORA BETHESDA SRL\\nRNC 132312481\\nCLIENTE: FIDEICOMISO RESIDENCES ASUERO\\nRNC CLIENTE: 132692462\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327686971536\\nFACTURA NO.: 4197960\\nAUTORIZACION: 798227433\\nTELEFONO: 809-366-6575\\nFECHA: 13/03/2025  HORA: 20:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,968.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,968.00\\nIMPUESTO ITBIS RD$       1,074.24\\nTOTAL RD$           7,042.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9345186\\nGRACIAS POR SU COMPRA\\nRECIBIDO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132312481"],"invoice_ids":["inv_1f37194370b88d9f80c0"],"observation_id":"obs_93a52f615d4dea2c4feb","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.91,"augmentation_metadata":{"downscale_factor":0.899,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.946,"brightness_factor":1.028,"blur_sigma":0.244,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.34,"jpeg_quality":94,"documents":[{"rotation_deg":-0.129,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3434747445942991016,"difficulty":"light","split":"train"}
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{"image":"images/606_000824.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00115601320\",\"ncf\":\"B0146162605\",\"fecha_comprobante\":\"20240121\",\"monto_facturado_servicios\":233173.30,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":97.84,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GISSEL ALVAREZ ALBERTO\\nGISSEL ALVAREZ ALBERTO\\nRNC: 00115601320\\nCLIENTE: RESIDENCIAL DEL RIO SRL\\nRNC CLIENTE: 101672587\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0146162605\\nFACTURA NO.: 9922754\\nAUTORIZACION: 444058346\\nTELEFONO: 809-811-7469\\nFECHA: 21/01/2024  HORA: 14:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  ADMINISTRACION DE INMUEBLE  112,819.80\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   23,479.50\\n    3  MES       ALQUILER DE LOCAL           79,017.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       17,857.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      233,173.30\\nITBIS 18% RD$           0.00\\nOTROS IMPUESTOS RD$      97.84\\nTOTAL RD$         233,271.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1767003\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 71876878\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00115601320"],"invoice_ids":["inv_399cea18040ce2b8c9bb"],"observation_id":"obs_b7ec728019e35a80dc01","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.17,"augmentation_metadata":{"downscale_factor":0.719,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.114,"brightness_factor":1.06,"blur_sigma":0.581,"crop_applied":false,"camera_distance_factors":[0.983],"legibility_scale_corrections":[0.0],"final_contrast_stddev":24.26,"jpeg_quality":77,"documents":[{"rotation_deg":-3.453,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1649248335945251576,"difficulty":"medium","split":"train"}
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{"image":"images/606_000834.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130945195\",\"ncf\":\"B1538848922\",\"fecha_comprobante\":\"20251019\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17684.97,\"itbis_facturado\":2344.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ZENITH AMERICAS\\nZENITH AMERICAS SRL\\nRNC EMISOR: 130945195\\nCLIENTE: GRUPO R Y P\\nRNC CLIENTE: 131672655\\nFACTURA DE CREDITO FISCAL\\nNCF B1538848922\\nFACTURA NO.: 5284618\\nAUTORIZACION: 794515510\\nTELEFONO: 809-993-6718\\nFECHA: 19/10/2025  HORA: 10:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   9,472.00\\n    1  QUINTAL   ARROZ EN CASCARA\\n                                   2,924.00\\n    1  QUINTAL   FRUTAS FRESCAS\\n                                   1,737.00\\n    3  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   3,551.97\\n-------------------------------------------\\nSUB-TOTAL RD$       17,684.97\\nITBIS RD$       2,344.31\\nTOTAL RD$          20,029.28\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5255147\\nGRACIAS POR SU COMPRA\\nZA\"}","template_ids":[1],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["130945195"],"invoice_ids":["inv_b8b7fea90310cd65b27f"],"observation_id":"obs_04c7f9ee52be4856fcd8","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.38,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":1.038,"brightness_factor":0.982,"blur_sigma":0.028,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.96,"jpeg_quality":88,"documents":[{"rotation_deg":0.472,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ZA"}]},"num_invoices":1,"seed":15059055030866673015,"difficulty":"light","split":"train"}
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{"image":"images/606_000836.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100640846\",\"ncf\":\"B0144775945\",\"fecha_comprobante\":\"20240321\",\"monto_facturado_servicios\":1649.00,\"monto_facturado_bienes\":20006.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"05400319280\",\"ncf\":\"E323434362617\",\"fecha_comprobante\":\"20250313\",\"monto_facturado_servicios\":93096.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16757.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ROSA MARIA  MONTERO SOLANO\\nROSA MARIA  MONTERO SOLANO\\nRNC 00100640846\\nCLIENTE: WILFREDY RODRIGUEZ MOREL\\nRNC CLIENTE: 00110639911\\nFACTURA DE CREDITO FISCAL\\nNCF: B0144775945\\nFACTURA NO.: 2059433\\nAUTORIZACION: 381204308\\nTELEFONO: 809-886-7314\\nFECHA: 21/03/2024  HORA: 11:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                  15,290.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,649.00\\n    3  UNIDAD    GORRA BORDADA\\n                                   4,716.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,655.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          21,655.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1317651\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nJOSE RAFAEL RODRIGUEZ ROJAS\\nJOSE RAFAEL RODRIGUEZ ROJAS\\nRNC: 05400319280\\nCLIENTE: EDGAR ALEXANDER SAINT-HILAIRE BATISTA\\nRNC CLIENTE: 00113228795\\nFACTURA DE CREDITO FISCAL\\nNCF E323434362617\\nFACTURA NO.: 9820154\\nAUTORIZACION: 858815160\\nTELEFONO: 809-769-8414\\nFECHA: 13/03/2025  HORA: 20:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          10,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      16,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       8,500.00\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS    44,096.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   14,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       93,096.00\\nITBIS RD$      16,757.28\\nTOTAL RD$         109,853.28\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3837380\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 51586990\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,6],"business_categories":["ropa_comercio","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00100640846","05400319280"],"invoice_ids":["inv_9cea190b5f5ac5dccefd","inv_396dddb703817584c475"],"observation_id":"obs_2103056d7d619d68ba3f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":5.98,"augmentation_metadata":{"downscale_factor":0.739,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.919,"brightness_factor":0.879,"blur_sigma":0.567,"crop_applied":false,"camera_distance_factors":[0.977,0.937],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.34,"jpeg_quality":87,"documents":[{"rotation_deg":2.057,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.041,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16743015514877462494,"difficulty":"medium","split":"test"}
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{"image":"images/606_000840.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133374846\",\"ncf\":\"B0202899257\",\"fecha_comprobante\":\"20240913\",\"monto_facturado_servicios\":90500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16290.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133269882\",\"ncf\":\"E448123163926\",\"fecha_comprobante\":\"20250519\",\"monto_facturado_servicios\":8012.00,\"monto_facturado_bienes\":7279.25,\"itbis_facturado\":2752.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":801.20,\"forma_pago\":4}],\"ocr\":\"GRUPO DTS\\nGRUPO DTS SRL\\nRNC 133374846\\nCLIENTE: HOME SERVICE MUÑOZ FRIAS SRL\\nRNC CLIENTE: 132631013\\nFACTURA DE CREDITO FISCAL\\nNCF: B0202899257\\nFACTURA NO.: 6269672\\nAUTORIZACION: 611482459\\nTELEFONO: 809-343-5991\\nFECHA: 13/09/2024  HORA: 10:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   20,000.00\\n    1  MES       SUPERVISION DE OBRA         30,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      12,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   28,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       90,500.00\\nITBIS RD$      16,290.00\\nTOTAL RD$         106,790.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7702964\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 54373780\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDELICIAS AL PALADAR INFANTE M&M\\nDELICIAS AL PALADAR INFANTE M&M SRL\\nRNC EMISOR: 133269882\\nCLIENTE: AYADA LUISA MATEO LEBRON\\nRNC CLIENTE: 01201033600\\nFACTURA DE CREDITO FISCAL\\nNCF: E448123163926\\nFACTURA NO.: 2209893\\nAUTORIZACION: 115418042\\nTELEFONO: 809-996-3790\\nFECHA: 19/05/2025  HORA: 08:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    POLLO A LA PLANCHA           1,668.00\\n    1  UNIDAD    PLATO DEL DIA                  561.50\\n    1  SERVICIO  SERVICIO DE CATERING         8,012.00\\n    4  UNIDAD    PIZZA MEDIANA                4,310.00\\n    5  UNIDAD    REFRESCO                       739.75\\n----------------------------------------------\\nSUBTOTAL RD$       15,291.25\\nIMPUESTO ITBIS RD$       2,752.43\\nPROPINA LEGAL RD$       801.20\\nTOTAL RD$          18,844.88\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8953894\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 64177147\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nPendiente\"}","template_ids":[4,12],"business_categories":["profesional","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133374846","133269882"],"invoice_ids":["inv_b42889158836704a34a3","inv_f0b8033395ecf1b8f799"],"observation_id":"obs_3a6e77e18c1173133f36","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.53,"augmentation_metadata":{"downscale_factor":0.421,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":1.054,"brightness_factor":0.937,"blur_sigma":0.744,"crop_applied":false,"camera_distance_factors":[0.979,0.978],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":55.35,"jpeg_quality":82,"documents":[{"rotation_deg":4.955,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.401,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":3855705340382140253,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_000848.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132815807\",\"ncf\":\"E447664504661\",\"fecha_comprobante\":\"20250203\",\"monto_facturado_servicios\":126500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"131691902\",\"ncf\":\"E327184683577\",\"fecha_comprobante\":\"20250317\",\"monto_facturado_servicios\":106000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19080.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133310074\",\"ncf\":\"E456577607358\",\"fecha_comprobante\":\"20250619\",\"monto_facturado_servicios\":1903.98,\"monto_facturado_bienes\":8198.00,\"itbis_facturado\":1818.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"HAIR AWAY LASER CENTER\\nHAIR AWAY LASER CENTER SRL\\nRNC: 132815807\\nCLIENTE: MARIA AQUILINA MORILLO REYES\\nRNC CLIENTE: 09300274579\\nFACTURA DE CREDITO FISCAL\\nNCF: E447664504661\\nFACTURA NO.: 6953150\\nAUTORIZACION: 631152921\\nTELEFONO: 809-805-9177\\nFECHA: 03/02/2025  HORA: 17:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  32,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  32,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  13,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  16,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  32,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      126,500.00\\nIMPUESTO ITBIS RD$      22,770.00\\nTOTAL RD$         149,270.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 2993930\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 29613894\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nHAL\\n\\n--- FACTURA ---\\n\\nGRUPO DISEÑO RPP\\nGRUPO DISEÑO RPP EIRL\\nRNC: 131691902\\nCLIENTE: PROSEGUDOM SRL\\nRNC CLIENTE: 132768485\\nFACTURA DE CREDITO FISCAL\\nNCF: E327184683577\\nFACTURA NO.: 3367177\\nAUTORIZACION: 670042113\\nTELEFONO: 809-679-7960\\nFECHA: 17/03/2025  HORA: 19:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   29,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    32,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       2,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    30,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      106,000.00\\nIMPUESTO ITBIS RD$      19,080.00\\nTOTAL RD$         125,080.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8539525\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFARMACIA FRANCINY\\nFARMACIA FRANCINY SRL\\nRNC: 133310074\\nCLIENTE: BENJAMIN ARIAS REFRIGERACION SRL\\nRNC CLIENTE: 132887875\\nFACTURA DE CREDITO FISCAL\\nNCF E456577607358\\nFACTURA NO.: 5844141\\nAUTORIZACION: 907996792\\nTELEFONO: 809-877-7193\\nFECHA: 19/06/2025  HORA: 10:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         1,625.00\\n    3  UNIDAD    MATERIAL DE OFICINA          6,573.00\\n    2  SERVICIO  SERVICIO DE ENTREGA          1,903.98\\n----------------------------------------------\\nSUBTOTAL RD$       10,101.98\\nITBIS RD$       1,818.36\\nTOTAL RD$          11,920.34\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7877953\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000870.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"124031419\",\"ncf\":\"E319105449822\",\"fecha_comprobante\":\"20240720\",\"monto_facturado_servicios\":346783.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":62421.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"MANTECAL S A\\nMANTECAL S A\\nRNC 124031419\\nCLIENTE: LALY LISETTE DEL R NUÑEZ TEJEDA\\nRNC CLIENTE: 01300016035\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319105449822\\nFACTURA NO.: 4940449\\nAUTORIZACION: 106577945\\nTELEFONO: 809-209-3050\\nFECHA: 20/07/2024  HORA: 11:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          293,511.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   10,894.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,533.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   28,845.50\\n----------------------------------------------\\nSUB-TOTAL RD$      346,783.50\\nIMPUESTO ITBIS RD$      62,421.03\\nTOTAL RD$         409,204.53\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1099556\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 48816607\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["124031419"],"invoice_ids":["inv_af1fab2e4804ba54a244"],"observation_id":"obs_1eb21ed1074a9aa689a5","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.61,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":0.959,"blue_scale":1.041,"contrast_factor":0.94,"brightness_factor":1.08,"blur_sigma":0.261,"crop_applied":false,"camera_distance_factors":[0.996],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.08,"jpeg_quality":92,"documents":[{"rotation_deg":-1.274,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":306677107808642174,"difficulty":"light","split":"train"}
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{"image":"images/607_000873.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00115084469\",\"ncf\":\"E323796571486\",\"fecha_comprobante\":\"20240316\",\"monto_facturado\":10780.00,\"itbis_facturado\":1940.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12720.40,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FERANYEL ENCARNACION PEREZ\\nRNC EMISOR: 40234372221\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMAURY DEL ROSARIO QUEZADA\\nRNC CLIENTE: 00115084469\\nFACTURA DE CREDITO FISCAL\\nNCF: E323796571486\\nFACTURA NO.: 6936799\\nAUTORIZACION: 401820052\\nTELEFONO: 809-254-1465\\nFECHA: 16/03/2024  HORA: 15:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,083.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,510.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,780.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,656.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,751.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,780.00\\nIMPUESTO ITBIS RD$       1,940.40\\nTOTAL RD$          12,720.40\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2248137\\nGRACIAS POR SU COMPRA\\nENTREGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40234372221"],"invoice_ids":["inv_6434db0a901033dc0ac3"],"observation_id":"obs_07c125316ff47e42ae00","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":9.58,"augmentation_metadata":{"downscale_factor":0.918,"red_scale":1.047,"blue_scale":0.953,"contrast_factor":0.854,"brightness_factor":0.962,"blur_sigma":0.016,"crop_applied":false,"camera_distance_factors":[0.988],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.68,"jpeg_quality":88,"documents":[{"rotation_deg":-1.078,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10090462081292862092,"difficulty":"light","split":"train"}
{"image":"images/606_000874.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131106021\",\"ncf\":\"E322065672564\",\"fecha_comprobante\":\"20241113\",\"monto_facturado_servicios\":9000.00,\"monto_facturado_bienes\":7644.00,\"itbis_facturado\":2995.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ENGENEERING & MULTISERVICES\\nENGENEERING & MULTISERVICES SRL\\nRNC EMISOR: 131106021\\nCLIENTE: MARCEL BENJAMIN CABRERA PEGUERO\\nRNC CLIENTE: 00114916869\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322065672564\\nFACTURA NO.: 4418325\\nAUTORIZACION: 849791707\\nTELEFONO: 809-253-4892\\nFECHA: 13/11/2024  HORA: 09:06\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                                  9,000.00\\n  122  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS\\n                                                  6,588.00\\n    6  UNIDAD    INTERRUPTOR SENCILLO\\n                                                  1,056.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       16,644.00\\nITBIS 18% RD$       2,995.92\\nTOTAL RD$          19,639.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9815053\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 30494068\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["131106021"],"invoice_ids":["inv_ce6b7afb02acd3497f37"],"observation_id":"obs_c1392c42e71523405944","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":10.14,"augmentation_metadata":{"downscale_factor":0.796,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":0.998,"brightness_factor":0.955,"blur_sigma":0.644,"crop_applied":true,"camera_distance_factors":[0.984],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.76,"jpeg_quality":85,"documents":[{"rotation_deg":1.21,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13970328677446091588,"difficulty":"medium","split":"train"}
{"image":"images/607_000875.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02200069736\",\"ncf\":\"B1500559840\",\"fecha_comprobante\":\"20241105\",\"monto_facturado\":155.49,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":155.49,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430182516\",\"ncf\":\"B1414619346\",\"fecha_comprobante\":\"20240207\",\"monto_facturado\":26000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":26000.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JULIO LORETO TAVAREZ CABRERA\\nRNC EMISOR: 03101299760\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL DARIO BRITO MENDEZ\\nRNC CLIENTE: 02200069736\\nFACTURA DE CREDITO FISCAL\\nNCF B1500559840\\nFACTURA NO.: 0664472\\nAUTORIZACION: 927799459\\nTELEFONO: 809-379-2500\\nFECHA: 05/11/2024  HORA: 10:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  LIBRA     HARINA DE TRIGO LIBRA           43.99\\n    1  UNIDAD    HABICHUELAS 800 G              111.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$          155.49\\nITBIS 18% RD$           0.00\\nTOTAL RD$             155.49\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 2326350\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINVERSIONES D A D S A\\nRNC EMISOR: 101536853\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO PARAISO\\nRNC CLIENTE: 430182516\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1414619346\\nFACTURA NO.: 3188192\\nAUTORIZACION: 993692874\\nTELEFONO: 809-639-1173\\nFECHA: 07/02/2024  HORA: 14:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   26,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,000.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          26,000.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5119192\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[4,10],"business_categories":["colmado_alimentos","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03101299760","101536853"],"invoice_ids":["inv_ca03bf5184a5b50d308f","inv_840fe1b6e998c163b7f9"],"observation_id":"obs_7637210db163fc2b546a","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":4.61,"augmentation_metadata":{"downscale_factor":0.862,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.916,"brightness_factor":0.891,"blur_sigma":0.075,"crop_applied":true,"camera_distance_factors":[0.933,0.961],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":32.11,"jpeg_quality":90,"documents":[{"rotation_deg":1.5,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.752,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9179830643259207308,"difficulty":"medium","split":"train"}
{"image":"images/606_000876.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101877189\",\"ncf\":\"E320569608171\",\"fecha_comprobante\":\"20250123\",\"monto_facturado_servicios\":40457.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":7282.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430357172\",\"ncf\":\"E456598173776\",\"fecha_comprobante\":\"20250606\",\"monto_facturado_servicios\":554928.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":99887.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"EASY RENT CAR SRL\\nEASY RENT CAR SRL\\nRNC EMISOR: 101877189\\nCLIENTE: INMOBILIARIA ECHEVERRI SRL\\nRNC CLIENTE: 130634033\\nFACTURA DE CREDITO FISCAL\\nNCF E320569608171\\nFACTURA NO.: 2126449\\nAUTORIZACION: 248784996\\nTELEFONO: 809-784-9652\\nFECHA: 23/01/2025  HORA: 17:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     TRANSPORTE DE CARGA         40,457.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       40,457.00\\nIMPUESTO ITBIS RD$       7,282.26\\nTOTAL RD$          47,739.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3792454\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nCONDOMINIO SAMAN RESIDENCES\\nCONDOMINIO SAMAN RESIDENCES\\nRNC: 430357172\\nCLIENTE: DDL SOLUTION SRL\\nRNC CLIENTE: 130877752\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456598173776\\nFACTURA NO.: 8530712\\nAUTORIZACION: 984743441\\nTELEFONO: 809-990-9807\\nFECHA: 06/06/2025  HORA: 17:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    3,678.00\\n    4  MES       ALQUILER DE LOCAL          551,250.00\\n----------------------------------------------\\nSUB-TOTAL RD$      554,928.00\\nITBIS 18% RD$      99,887.04\\nTOTAL RD$         654,815.04\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7334481\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 21952366\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[6,4],"business_categories":["transporte","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101877189","430357172"],"invoice_ids":["inv_cd97d71461cc37b849e0","inv_ce4147c81e09dd975f5f"],"observation_id":"obs_6250205846ef19f34ed9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.67,"augmentation_metadata":{"downscale_factor":0.856,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.823,"brightness_factor":0.985,"blur_sigma":0.383,"crop_applied":false,"camera_distance_factors":[0.953,0.939],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":43.12,"jpeg_quality":72,"documents":[{"rotation_deg":-0.936,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.322,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7202237739603534140,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 59230499\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nYENNY MARIA FAMILIA ARIAS\\nRNC EMISOR: 00300757192\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CESAR ALBERTO AVILA SANTANA\\nRNC CLIENTE: 02601058908\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451928038732\\nFACTURA NO.: 8123745\\nAUTORIZACION: 306621104\\nTELEFONO: 809-651-2310\\nFECHA: 28/11/2025  HORA: 20:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   50,000.00\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       7,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      14,000.00\\n    1  SERVICIO  ASESORIA TECNICA             8,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      104,500.00\\nITBIS RD$      18,810.00\\nTOTAL RD$         123,310.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9114551\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_000884.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133301334\",\"ncf\":\"E310429511989\",\"fecha_comprobante\":\"20250318\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14707.96,\"itbis_facturado\":2647.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00112939897\",\"ncf\":\"E446120266459\",\"fecha_comprobante\":\"20241219\",\"monto_facturado_servicios\":256.95,\"monto_facturado_bienes\":6586.96,\"itbis_facturado\":1231.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MAYAB CAPITAL\\nMAYAB CAPITAL SRL\\nRNC 133301334\\nCLIENTE: NJT MARKETING GROUP SRL\\nRNC CLIENTE: 133523744\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310429511989\\nFACTURA NO.: 9290052\\nAUTORIZACION: 889478718\\nTELEFONO: 809-950-9226\\nFECHA: 18/03/2025  HORA: 14:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  QUINTAL   VARILLA CORRUGADA 3/8\\n                                  14,707.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$       14,707.96\\nIMPUESTO ITBIS RD$       2,647.43\\nTOTAL RD$          17,355.39\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6777376\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nALEXANDRA DE LA CRUZ RODRIGUEZ\\nALEXANDRA DE LA CRUZ RODRIGUEZ\\nRNC: 00112939897\\nCLIENTE: FUMIGADORA ANTIGUA SRL\\nRNC CLIENTE: 131578985\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446120266459\\nFACTURA NO.: 3418433\\nAUTORIZACION: 236666521\\nTELEFONO: 809-740-2577\\nFECHA: 19/12/2024  HORA: 09:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,056.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,231.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     256.95\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     771.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,528.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        6,843.91\\nITBIS RD$       1,231.90\\nTOTAL RD$           8,075.81\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2956481\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 49808353\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nADL\"}","template_ids":[0,0],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["133301334","00112939897"],"invoice_ids":["inv_4d9d1598bb6a098853cd","inv_351aa65f54138785aefa"],"observation_id":"obs_c5120cfbc31f0f615dcc","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.992,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.51,"jpeg_quality":96,"documents":[{"rotation_deg":0.082,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.066,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"ADL"}]},"num_invoices":2,"seed":7772469518502530147,"difficulty":"medium","split":"train"}
{"image":"images/607_000885.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00105257091\",\"ncf\":\"B1565126916\",\"fecha_comprobante\":\"20250710\",\"monto_facturado\":253500.00,\"itbis_facturado\":45630.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":299130.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"01300347406\",\"ncf\":\"E329263840686\",\"fecha_comprobante\":\"20240906\",\"monto_facturado\":14705.00,\"itbis_facturado\":2646.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17351.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ITC SOLUCIONES TECNOLOGICAS SAS\\nRNC EMISOR: 130971196\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROLANDO ANTONIO NUÑEZ FUNG\\nRNC CLIENTE: 00105257091\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1565126916\\nFACTURA NO.: 5442537\\nAUTORIZACION: 387793374\\nTELEFONO: 809-399-2567\\nFECHA: 10/07/2025  HORA: 13:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n    1  CASO      REPRESENTACION LEGAL        59,500.00\\n    1  PROYECTO  DISENO DE PLANOS           144,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       26,000.00\\n    1  SERVICIO  ASESORIA TECNICA             6,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      253,500.00\\nITBIS 18% RD$      45,630.00\\nTOTAL RD$         299,130.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4685281\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMANUEL ANTONIO VARGAS RAMIREZ\\nRNC EMISOR: 02600774026\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL EMILIO MONTILLA CAMINERO\\nRNC CLIENTE: 01300347406\\nFACTURA DE CREDITO FISCAL\\nNCF: E329263840686\\nFACTURA NO.: 0012210\\nAUTORIZACION: 670337034\\nTELEFONO: 809-514-1228\\nFECHA: 06/09/2024  HORA: 12:59\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS\\n                                                    150.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS\\n                                                  5,000.00\\n  130  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS\\n                                                  9,555.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       14,705.00\\nIMPUESTO ITBIS RD$       2,646.90\\nTOTAL RD$          17,351.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3704482\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 30867594\"}","template_ids":[4,9],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130971196","02600774026"],"invoice_ids":["inv_41c198b3ca5560be7933","inv_57b86e7c10220e4321c9"],"observation_id":"obs_630cccf25e9f357e692f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.49,"augmentation_metadata":{"downscale_factor":0.682,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.052,"brightness_factor":1.035,"blur_sigma":0.718,"crop_applied":false,"camera_distance_factors":[0.901,0.998],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":82.99,"jpeg_quality":91,"documents":[{"rotation_deg":1.181,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.756,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16021025120777647084,"difficulty":"medium","split":"train"}
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{"image":"images/607_000887.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430356573\",\"ncf\":\"E442127138467\",\"fecha_comprobante\":\"20241030\",\"monto_facturado\":130858.00,\"itbis_facturado\":23554.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":154412.44}],\"ocr\":\"SEMUNASED\\nRNC EMISOR: 401514737\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ABBYS GARDEN ESTANCIA INFANTIL\\nRNC CLIENTE: 430356573\\nFACTURA DE CREDITO FISCAL\\nNCF: E442127138467\\nFACTURA NO.: 1679749\\nAUTORIZACION: 676620928\\nTELEFONO: 809-987-3431\\nFECHA: 30/10/2024  HORA: 09:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         27,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       61,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   34,000.00\\n    3  PAGINA    TRADUCCION DE DOCUMENTOS     8,358.00\\n----------------------------------------------\\nSUBTOTAL RD$      130,858.00\\nIMPUESTO ITBIS RD$      23,554.44\\nTOTAL RD$         154,412.44\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1787168\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 85183954\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["401514737"],"invoice_ids":["inv_71faa6aaa1a470a64639"],"observation_id":"obs_af614c91e912a39c0638","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.92,"red_scale":1.041,"blue_scale":0.959,"contrast_factor":0.996,"brightness_factor":0.856,"blur_sigma":0.16,"crop_applied":false,"camera_distance_factors":[0.977],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.76,"jpeg_quality":95,"documents":[{"rotation_deg":-0.021,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13248787404497924459,"difficulty":"light","split":"train"}
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{"image":"images/607_000889.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132111699\",\"ncf\":\"E312611862908\",\"fecha_comprobante\":\"20251009\",\"monto_facturado\":857435.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":857435.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YOLANDA ALTAGRACIA DE JESUS GUTIERREZ POLA\\nRNC EMISOR: 03101493165\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HEAVY EXPRESS SRL\\nRNC CLIENTE: 132111699\\nFACTURA DE CREDITO FISCAL\\nNCF: E312611862908\\nFACTURA NO.: 0570872\\nAUTORIZACION: 510477898\\nTELEFONO: 809-437-9478\\nFECHA: 09/10/2025  HORA: 20:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  MES       ALQUILER DE LOCAL\\n                                 794,745.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  25,436.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  12,000.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  25,254.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      857,435.00\\nITBIS RD$           0.00\\nTOTAL RD$         857,435.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5100417\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 90080160\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nYAD\\nPagado\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["03101493165"],"invoice_ids":["inv_b32c7e456d7cf7f5205e"],"observation_id":"obs_78d60af994f11caccd12","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":0.929,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":1.014,"brightness_factor":0.997,"blur_sigma":0.092,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.7,"jpeg_quality":94,"documents":[{"rotation_deg":-0.335,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"YAD"}]},"num_invoices":1,"seed":3414008326465970428,"difficulty":"light","split":"train"}
{"image":"images/606_000890.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130976147\",\"ncf\":\"E325872728591\",\"fecha_comprobante\":\"20250615\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4582.00,\"itbis_facturado\":824.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"IMPORTADORA JHS\\nIMPORTADORA JHS EIRL\\nRNC EMISOR: 130976147\\nCLIENTE: COMERCIAL JBO C POR A\\nRNC CLIENTE: 122010335\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325872728591\\nFACTURA NO.: 6694493\\nAUTORIZACION: 376550304\\nTELEFONO: 809-604-8585\\nFECHA: 15/06/2025  HORA: 16:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,582.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,582.00\\nIMPUESTO ITBIS RD$         824.76\\nTOTAL RD$           5,406.76\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4214168\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 22198050\\nIJ\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130976147"],"invoice_ids":["inv_276862efd1282dff7743"],"observation_id":"obs_35c9ad3f43ce6048e58d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.65,"augmentation_metadata":{"downscale_factor":0.997,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.959,"brightness_factor":0.97,"blur_sigma":0.036,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":92,"documents":[{"rotation_deg":0.613,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IJ"}]},"num_invoices":1,"seed":16182692416656542851,"difficulty":"light","split":"train"}
{"image":"images/607_000891.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00116859232\",\"ncf\":\"B1459393025\",\"fecha_comprobante\":\"20250310\",\"monto_facturado\":10908.89,\"itbis_facturado\":1963.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":12872.49}],\"ocr\":\"JULIO NESTOR MATOS PEÑA\\nRNC EMISOR: 02200205645\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO ALBERTO CABRERA HICIANO\\nRNC CLIENTE: 00116859232\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1459393025\\nFACTURA NO.: 6279291\\nAUTORIZACION: 837056604\\nTELEFONO: 809-942-7935\\nFECHA: 10/03/2025  HORA: 11:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,605.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     993.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,309.99\\n-------------------------------------------\\nSUB-TOTAL RD$       10,908.89\\nIMPUESTO ITBIS RD$       1,963.60\\nTOTAL RD$          12,872.49\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 4951716\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 29888635\\nJNM\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02200205645"],"invoice_ids":["inv_afedc7776bad1b5aa268"],"observation_id":"obs_4b9362ca19d4a41667f2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":8.78,"augmentation_metadata":{"downscale_factor":0.645,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":1.018,"brightness_factor":1.004,"blur_sigma":0.646,"crop_applied":false,"camera_distance_factors":[0.889],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.2,"jpeg_quality":88,"documents":[{"rotation_deg":-0.567,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JNM"}]},"num_invoices":1,"seed":166088263877246968,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nMG INTERNACIONAL\\nMG INTERNACIONAL\\nRNC EMISOR: 101562439\\nCLIENTE: COBROS DE ARBITRIOS DOMINICANOS C\\nPOR A\\nRNC CLIENTE: 130340625\\nFACTURA DE CREDITO FISCAL\\nNCF E452161637512\\nFACTURA NO.: 4643920\\nAUTORIZACION: 532499062\\nTELEFONO: 809-363-5321\\nFECHA: 18/07/2025  HORA: 12:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,473.90\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,719.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     366.99\\n-------------------------------------------\\nSUB-TOTAL RD$        8,560.84\\nIMPUESTO ITBIS RD$       1,540.95\\nTOTAL RD$          10,101.79\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 8827529\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 53756851\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMI\\n\\n--- FACTURA ---\\n\\nASESORES TEC DE EMP Y PROY CXA\\nASESORES TEC DE EMP Y PROY CXA\\nRNC: 101022426\\nCLIENTE: VEROALBE CASTERING Y BUFFET SRL\\nRNC CLIENTE: 133342588\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440801526179\\nFACTURA NO.: 9906321\\nAUTORIZACION: 757793940\\nTELEFONO: 809-685-5611\\nFECHA: 28/03/2024  HORA: 13:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       7,000.00\\n    1  MES       SUPERVISION DE OBRA         39,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       16,000.00\\n    7  PAGINA    TRADUCCION DE DOCUMENTOS     6,447.00\\n----------------------------------------------\\nSUB-TOTAL RD$       95,947.00\\nITBIS 18% RD$      17,270.46\\nTOTAL RD$         113,217.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3448535\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 87939444\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\"}","template_ids":[7,1,4],"business_categories":["salud","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132692251","101562439","101022426"],"invoice_ids":["inv_a03fd9b297a65ffa116d","inv_5245cecfa9c02b9cb04e","inv_6d851972daa155c8c5ae"],"observation_id":"obs_c575477fc8f8083afa9d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.704,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.842,"brightness_factor":1.057,"blur_sigma":0.585,"crop_applied":false,"camera_distance_factors":[0.925,0.898,0.968],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.08,"jpeg_quality":73,"documents":[{"rotation_deg":2.576,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.537,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.327,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MI"},{"kind":"none","text":""}]},"num_invoices":3,"seed":11036052119267682494,"difficulty":"hard","split":"train"}
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{"image":"images/607_000917.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132965825\",\"ncf\":\"E322824117385\",\"fecha_comprobante\":\"20250816\",\"monto_facturado\":97500.00,\"itbis_facturado\":17550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":115050.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132949676\",\"ncf\":\"B1460312741\",\"fecha_comprobante\":\"20250824\",\"monto_facturado\":17039.00,\"itbis_facturado\":3067.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":20106.02,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05400725007\",\"ncf\":\"E329706307739\",\"fecha_comprobante\":\"20241204\",\"monto_facturado\":1816.00,\"itbis_facturado\":142.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1958.20,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CLEMENTE FAMILIA SANCHEZ\\nRNC EMISOR: 01200615613\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IVAN CAMBIO SRL\\nRNC CLIENTE: 132965825\\nFACTURA DE CREDITO FISCAL\\nNCF E322824117385\\nFACTURA NO.: 6650050\\nAUTORIZACION: 655238302\\nTELEFONO: 809-491-5463\\nFECHA: 16/08/2025  HORA: 19:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  82,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  15,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       97,500.00\\nIMPUESTO ITBIS RD$      17,550.00\\nTOTAL RD$         115,050.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4793147\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nAGROFHARMA\\nRNC EMISOR: 130299902\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOL STYLO RD SRL\\nRNC CLIENTE: 132949676\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1460312741\\nFACTURA NO.: 5333969\\nAUTORIZACION: 363870591\\nTELEFONO: 809-568-1795\\nFECHA: 24/08/2025  HORA: 13:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,778.00\\n    1  UNIDAD    EQUIPO ELECTRICO             5,009.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,252.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,039.00\\nITBIS RD$       3,067.02\\nTOTAL RD$          20,106.02\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1420898\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000921.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132073355\",\"ncf\":\"E314309209436\",\"fecha_comprobante\":\"20241118\",\"monto_facturado\":18387.00,\"itbis_facturado\":3309.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":21696.66,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"QATAR DISTRIBUIDORA FARMACEUTICA\\nRNC EMISOR: 130747008\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: UROLOGIA LASER AVANZADA DR PABLO MATEO \\nRNC CLIENTE: 132073355\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314309209436\\nFACTURA NO.: 3653282\\nAUTORIZACION: 839418300\\nTELEFONO: 809-268-4970\\nFECHA: 18/11/2024  HORA: 20:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          2,673.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         2,811.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,086.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO        10,188.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,629.00\\n----------------------------------------------\\nSUBTOTAL RD$       18,387.00\\nIMPUESTO ITBIS RD$       3,309.66\\nTOTAL RD$          21,696.66\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7361048\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 26518112\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130747008"],"invoice_ids":["inv_e565e321aee03d896da0"],"observation_id":"obs_2875d31bb9fce57055fb","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":6.25,"augmentation_metadata":{"downscale_factor":0.749,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.978,"brightness_factor":0.927,"blur_sigma":0.43,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.26,"jpeg_quality":82,"documents":[{"rotation_deg":-2.899,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10376076071036222291,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 46368927\\nPAGADO\\n\\n--- FACTURA ---\\n\\nGIANCARLO MANGONI\\nRNC EMISOR: 02601233345\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS NELARME SRL\\nRNC CLIENTE: 132577401\\nFACTURA DE CREDITO FISCAL\\nNCF: B0263467796\\nFACTURA NO.: 1117609\\nAUTORIZACION: 69895452\\nTELEFONO: 809-572-8008\\nFECHA: 22/05/2025  HORA: 14:11\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,477.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    364.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  5,631.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,201.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,617.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       10,290.50\\nITBIS 18% RD$       1,852.29\\nTOTAL RD$          12,142.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7201076\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000943.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130913064\",\"ncf\":\"E443770199092\",\"fecha_comprobante\":\"20251119\",\"monto_facturado\":10346.96,\"itbis_facturado\":1862.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12209.41,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COMPANIA DE DOS S A\\nRNC EMISOR: 101733764\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GESTION & ASESORIA MACEO FIGUEREO\\nY ASO\\nRNC CLIENTE: 130913064\\nFACTURA DE CREDITO FISCAL\\nNCF: E443770199092\\nFACTURA NO.: 1722322\\nAUTORIZACION: 680645974\\nTELEFONO: 809-243-1299\\nFECHA: 19/11/2025  HORA: 08:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,638.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     634.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,615.96\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,459.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,346.96\\nITBIS 18% RD$       1,862.45\\nTOTAL RD$          12,209.41\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8117489\\nGRACIAS POR SU COMPRA\\nCDD\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101733764"],"invoice_ids":["inv_c59b37e1077c99a00ef5"],"observation_id":"obs_71a158eb72d91761d5cd","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":9.5,"augmentation_metadata":{"downscale_factor":0.915,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.004,"brightness_factor":0.942,"blur_sigma":0.002,"crop_applied":false,"camera_distance_factors":[0.933],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":94,"documents":[{"rotation_deg":-1.311,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CDD"}]},"num_invoices":1,"seed":1373382829617282795,"difficulty":"light","split":"train"}
{"image":"images/606_000944.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130000727\",\"ncf\":\"E310771522286\",\"fecha_comprobante\":\"20241229\",\"monto_facturado_servicios\":119102.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FRANYO S A\\nFRANYO S A\\nRNC 130000727\\nCLIENTE: B E INVERSIONES SRL\\nRNC CLIENTE: 131527752\\nFACTURA DE CREDITO FISCAL\\nNCF E310771522286\\nFACTURA NO.: 3462376\\nAUTORIZACION: 676717306\\nTELEFONO: 809-805-3803\\nFECHA: 29/12/2024  HORA: 19:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       38,778.00\\n    1  SERVICIO  COMISION INMOBILIARIA       80,324.00\\n----------------------------------------------\\nSUBTOTAL RD$      119,102.00\\nITBIS RD$           0.00\\nTOTAL RD$         119,102.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9435155\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 28708377\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130000727"],"invoice_ids":["inv_e0cd84900be0cff6f8c8"],"observation_id":"obs_c5668a7bd6221aa51e79","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.661,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.807,"brightness_factor":1.023,"blur_sigma":0.291,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.19,"jpeg_quality":74,"documents":[{"rotation_deg":-0.23,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2125208281709825209,"difficulty":"hard","split":"train"}
{"image":"images/607_000945.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00114204142\",\"ncf\":\"E317596038360\",\"fecha_comprobante\":\"20240902\",\"monto_facturado\":16711.85,\"itbis_facturado\":3008.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":19719.98,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PICA POLLO MENDOZA\\nRNC EMISOR: 40227856826\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE MIGUEL BRETON LARA\\nRNC CLIENTE: 00114204142\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317596038360\\nFACTURA NO.: 6439074\\nAUTORIZACION: 758896671\\nTELEFONO: 809-687-8217\\nFECHA: 02/09/2024  HORA: 14:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,431.90\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,350.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     929.95\\n-------------------------------------------\\nSUB-TOTAL RD$       16,711.85\\nITBIS 18% RD$       3,008.13\\nTOTAL RD$          19,719.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1855945\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 87854620\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPPM\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40227856826"],"invoice_ids":["inv_f29891e2c0d2064a6b7f"],"observation_id":"obs_bd25d2d3a9366afbb92a","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.44,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.001,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":98,"documents":[{"rotation_deg":-0.018,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"PPM"}]},"num_invoices":1,"seed":10847839215802031224,"difficulty":"clean","split":"train"}
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{"image":"images/606_000950.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430368741\",\"ncf\":\"E318181180821\",\"fecha_comprobante\":\"20240719\",\"monto_facturado_servicios\":67500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12150.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"FUNDACION PRESERVA\\nFUNDACION PRESERVA\\nRNC EMISOR: 430368741\\nCLIENTE: BOSSONE S A\\nRNC CLIENTE: 101645725\\nFACTURA DE CREDITO FISCAL\\nNCF: E318181180821\\nFACTURA NO.: 1828397\\nAUTORIZACION: 103916276\\nTELEFONO: 809-942-1687\\nFECHA: 19/07/2024  HORA: 09:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   67,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       67,500.00\\nITBIS RD$      12,150.00\\nTOTAL RD$          79,650.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2453003\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 66345577\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430368741"],"invoice_ids":["inv_f9f5bf0194bc1ccfc9ee"],"observation_id":"obs_46ee8d584f3edd98fa9f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.768,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.834,"brightness_factor":1.013,"blur_sigma":0.489,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":79,"documents":[{"rotation_deg":0.413,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11235022398101413357,"difficulty":"medium","split":"train"}
{"image":"images/607_000951.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132771885\",\"ncf\":\"E458930380218\",\"fecha_comprobante\":\"20240204\",\"monto_facturado\":12140.50,\"itbis_facturado\":2185.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14325.79,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GISELLE MARIE PLA PUELLO\\nRNC EMISOR: 00116923640\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUTURISTIC REAL ESTATE EIRL\\nRNC CLIENTE: 132771885\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458930380218\\nFACTURA NO.: 6804078\\nAUTORIZACION: 654355580\\nTELEFONO: 809-484-9448\\nFECHA: 04/02/2024  HORA: 08:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,260.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,828.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,394.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,658.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       12,140.50\\nIMPUESTO ITBIS RD$       2,185.29\\nTOTAL RD$          14,325.79\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3397838\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 96795808\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00116923640"],"invoice_ids":["inv_e8e202ac68371cbce1de"],"observation_id":"obs_44ee7fe85113f871af86","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.17,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":1.071,"brightness_factor":1.029,"blur_sigma":0.47,"crop_applied":false,"camera_distance_factors":[0.957],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.03,"jpeg_quality":89,"documents":[{"rotation_deg":2.235,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8976592638900769421,"difficulty":"medium","split":"test"}
{"image":"images/606_000952.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130659079\",\"ncf\":\"E447645418264\",\"fecha_comprobante\":\"20250407\",\"monto_facturado_servicios\":1060.00,\"monto_facturado_bienes\":10324.00,\"itbis_facturado\":2049.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03700210465\",\"ncf\":\"E440084911800\",\"fecha_comprobante\":\"20250714\",\"monto_facturado_servicios\":182000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32760.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131890237\",\"ncf\":\"B0261794710\",\"fecha_comprobante\":\"20240627\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9571.45,\"itbis_facturado\":1722.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"2702B\\n2702B LLC\\nRNC 130659079\\nCLIENTE: VAROTEX SRL\\nRNC CLIENTE: 133304996\\nFACTURA DE CREDITO FISCAL\\nNCF E447645418264\\nFACTURA NO.: 2848215\\nAUTORIZACION: 840273786\\nTELEFONO: 809-561-1847\\nFECHA: 07/04/2025  HORA: 11:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,060.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,856.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,468.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,384.00\\nITBIS 18% RD$       2,049.12\\nTOTAL RD$          13,433.12\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8590593\\nGRACIAS POR SU COMPRA\\n2\\n\\n--- FACTURA ---\\n\\nPITA LOSUNG\\nJOSE RAMON PITA GARCIA\\nRNC 03700210465\\nCLIENTE: ROBERT ANEURYS CUEVAS VERIGUETE\\nRNC CLIENTE: 01800712430\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440084911800\\nFACTURA NO.: 5171652\\nAUTORIZACION: 528076192\\nTELEFONO: 809-866-7247\\nFECHA: 14/07/2025  HORA: 19:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       43,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      17,000.00\\n    1  MES       SUPERVISION DE OBRA         57,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       65,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      182,000.00\\nITBIS 18% RD$      32,760.00\\nTOTAL RD$         214,760.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1683988\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 46277131\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCONSTRUCCION E INVERSIONES SCHUWERER\\nCONSTRUCCION E INVERSIONES SCHUWERER SRL\\nRNC EMISOR: 131890237\\nCLIENTE: DISTRIB LA ESPERANZA Y CO CXA\\nRNC CLIENTE: 113000551\\nFACTURA DE CREDITO FISCAL\\nNCF: B0261794710\\nFACTURA NO.: 4041550\\nAUTORIZACION: 623467971\\nTELEFONO: 809-951-3252\\nFECHA: 27/06/2024  HORA: 10:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  FUNDA     CEMENTO GRIS 42.5 KG           581.95\\n   12  UNIDAD    INTERRUPTOR SENCILLO         1,800.00\\n    3  LIBRA     ALAMBRE DULCE CALIBRE 18       364.50\\n  175  PIE       ALAMBRE ELECTRICO THHN NO. 12    6,825.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,571.45\\nITBIS RD$       1,722.86\\nTOTAL RD$          11,294.31\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 384112\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 47853053\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nCEI\\nProcesado\"}","template_ids":[5,4,12],"business_categories":["comercio_general","profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130659079","03700210465","131890237"],"invoice_ids":["inv_7c271fec7e0fc6067898","inv_2df2b3762955768634d2","inv_0fefb15c63d12aa0869b"],"observation_id":"obs_c2ce8b700e4e2bb1b138","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.01,"augmentation_metadata":{"downscale_factor":0.877,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.88,"brightness_factor":1.043,"blur_sigma":0.537,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.82,"jpeg_quality":89,"documents":[{"rotation_deg":1.233,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.948,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.484,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"2"},{"kind":"none","text":""},{"kind":"initials","text":"CEI"}]},"num_invoices":3,"seed":11153547606006502439,"difficulty":"hard","split":"train"}
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{"image":"images/606_000954.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101696672\",\"ncf\":\"E446739273452\",\"fecha_comprobante\":\"20240222\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4368.00,\"itbis_facturado\":786.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40211410705\",\"ncf\":\"E444268722417\",\"fecha_comprobante\":\"20241230\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":19641.00,\"itbis_facturado\":3535.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"CERAMISTILO\\nCERAMISTILO\\nRNC 101696672\\nCLIENTE: MAYRA MARTINEZ BAEZ\\nRNC CLIENTE: 10300073441\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446739273452\\nFACTURA NO.: 3954765\\nAUTORIZACION: 239946654\\nTELEFONO: 809-535-8408\\nFECHA: 22/02/2024  HORA: 12:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             3,216.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,152.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,368.00\\nIMPUESTO ITBIS RD$         786.24\\nTOTAL RD$           5,154.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4231978\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 70833506\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nHAROLL ROSARIO MENDOZA\\nHAROLL ROSARIO MENDOZA\\nRNC: 40211410705\\nCLIENTE: ROBERTO ANTONIO SANTOS FLORENCIO\\nRNC CLIENTE: 03400004036\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E444268722417\\nFACTURA NO.: 3625859\\nAUTORIZACION: 430830595\\nTELEFONO: 809-320-7486\\nFECHA: 30/12/2024  HORA: 17:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,528.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,533.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,580.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,641.00\\nITBIS 18% RD$       3,535.38\\nTOTAL RD$          23,176.38\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 7943534\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 61237678\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPagado\"}","template_ids":[7,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101696672","40211410705"],"invoice_ids":["inv_80512bfb7b8a182b2fda","inv_cb72521b9d057b72c70e"],"observation_id":"obs_11ee944a6aceb0bd65a6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.004,"brightness_factor":0.984,"blur_sigma":0.207,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.5,"jpeg_quality":93,"documents":[{"rotation_deg":0.086,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.273,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6176090384059379276,"difficulty":"medium","split":"train"}
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{"image":"images/606_000958.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00103810743\",\"ncf\":\"E448593509290\",\"fecha_comprobante\":\"20251101\",\"monto_facturado_servicios\":1226.00,\"monto_facturado_bienes\":27148.00,\"itbis_facturado\":5107.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"101041978\",\"ncf\":\"E320077472650\",\"fecha_comprobante\":\"20251224\",\"monto_facturado_servicios\":1433.00,\"monto_facturado_bienes\":645.00,\"itbis_facturado\":374.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"00100017656\",\"ncf\":\"B1552063023\",\"fecha_comprobante\":\"20250323\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1434.38,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"LUCINIO DILON GARCIA\\nLUCINIO DILON GARCIA\\nRNC EMISOR: 00103810743\\nCLIENTE: FERNANDO ARTURO VALDEZ ORTIZ\\nRNC CLIENTE: 08500058022\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448593509290\\nFACTURA NO.: 8518200\\nAUTORIZACION: 609984551\\nTELEFONO: 809-343-4396\\nFECHA: 01/11/2025  HORA: 16:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  24,783.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,226.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,365.00\\n-------------------------------------------\\nSUB-TOTAL RD$       28,374.00\\nITBIS RD$       5,107.32\\nTOTAL RD$          33,481.32\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 7880991\\nGRACIAS POR SU COMPRA\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nKING REY C X\\nKING REY C X\\nRNC: 101041978\\nCLIENTE: YISELIS MORAYMA PORTES HOLGUIN\\nRNC CLIENTE: 00117091678\\nFACTURA DE CREDITO FISCAL\\nNCF: E320077472650\\nFACTURA NO.: 2593503\\nAUTORIZACION: 195513466\\nTELEFONO: 809-477-1173\\nFECHA: 24/12/2025  HORA: 15:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     645.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,433.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,078.00\\nITBIS 18% RD$         374.04\\nTOTAL RD$           2,452.04\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 5015745\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 27685555\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nKRC\\n\\n--- FACTURA ---\\n\\nSUPER COLMADO EN FAMILIA\\nFELIX ANTONIO DE LOS SANTOS VELAZQUEZ\\nRNC 00100017656\\nCLIENTE: PROTEINLAT SRL\\nRNC CLIENTE: 131511139\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1552063023\\nFACTURA NO.: 9038238\\nAUTORIZACION: 782041137\\nTELEFONO: 809-845-2284\\nFECHA: 23/03/2025  HORA: 17:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G        63.00\\n    4  GALON     CLORO LIQUIDO 1 GALON          704.00\\n    2  LIBRA     AZUCAR CREMA LIBRA              70.00\\n    2  PAQUETE   SERVILLETAS PAQUETE 100 UND      140.00\\n  2.5  LIBRA     SALAMI SUPER ESPECIAL LIBRA      457.38\\n----------------------------------------------\\nSUB-TOTAL RD$        1,434.38\\nITBIS 18% RD$           0.00\\nTOTAL RD$           1,434.38\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 6246545\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 27233532\\nProcesado\"}","template_ids":[5,1,3],"business_categories":["comercio_general","comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00103810743","101041978","00100017656"],"invoice_ids":["inv_8f5b4a498109f87fcc94","inv_d05cc2e22a11d9323ae6","inv_1d8516d7771869b6d724"],"observation_id":"obs_5a443562862cdeaad0a4","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.52,"augmentation_metadata":{"downscale_factor":0.84,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":1.06,"brightness_factor":0.846,"blur_sigma":0.006,"crop_applied":false,"camera_distance_factors":[0.997,0.978,0.882],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":38.95,"jpeg_quality":88,"documents":[{"rotation_deg":-1.785,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.852,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.666,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"KRC"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4888976337928260722,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 23203872\\nRESUMEN\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nAUDENTIA DOMINICANA\\nRNC EMISOR: 131126962\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PIMENTEL TIBURCIO Y ASOCIADOS SRL\\nRNC CLIENTE: 132032144\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458948327413\\nFACTURA NO.: 0218238\\nAUTORIZACION: 882898417\\nTELEFONO: 809-433-2553\\nFECHA: 23/07/2025  HORA: 11:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            22,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       22,000.00\\nIMPUESTO ITBIS RD$       3,960.00\\nTOTAL RD$          25,960.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 515647\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 90235667\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nARTURO GERMAN ROSARIO LOPEZ\\nRNC EMISOR: 00116251653\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEXANDER QUINTERO DE LA ROSA\\nRNC CLIENTE: 22500216159\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459216172333\\nFACTURA NO.: 1488351\\nAUTORIZACION: 326504312\\nTELEFONO: 809-875-9749\\nFECHA: 21/08/2024  HORA: 13:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,384.95\\n-------------------------------------------\\nSUBTOTAL RD$        2,384.95\\nITBIS 18% RD$         429.29\\nTOTAL RD$           2,814.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3817738\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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SELECTIVO RD$   2,638.85\\nPROPINA LEGAL RD$     2,035.75\\nTOTAL RD$          35,813.03\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7006994\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nANA GLENY MARTINEZ MARTINEZ\\nRNC EMISOR: 00114097520\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON RAFAEL RAMOS LIRIANO\\nRNC CLIENTE: 02700153147\\nFACTURA DE CREDITO FISCAL\\nNCF E450671509001\\nFACTURA NO.: 1383342\\nAUTORIZACION: 704249075\\nTELEFONO: 809-377-5122\\nFECHA: 21/01/2024  HORA: 18:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTA MEDICA\\n                                   5,412.00\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                   2,306.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,718.99\\nITBIS 18% RD$       1,389.42\\nTOTAL RD$           9,108.41\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7197981\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 10811160\\nAGM\"}","template_ids":[5,9,1],"business_categories":["transporte","restaurante","salud"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131364659","08000061583","00114097520"],"invoice_ids":["inv_9e9ef50f833a80e97019","inv_a9dd673125c0997a5cb2","inv_906e22b6cbe001665df5"],"observation_id":"obs_0e4b6547a4d76b2c04cd","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.29,"augmentation_metadata":{"downscale_factor":0.851,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.722,"brightness_factor":1.082,"blur_sigma":0.27,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":60.16,"jpeg_quality":86,"documents":[{"rotation_deg":1.793,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.586,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":1.376,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TA"},{"kind":"none","text":""},{"kind":"initials","text":"AGM"}]},"num_invoices":3,"seed":1738295667644899568,"difficulty":"hard","split":"train"}
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{"image":"images/607_000971.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00105606776\",\"ncf\":\"E457365620208\",\"fecha_comprobante\":\"20240405\",\"monto_facturado\":17780.95,\"itbis_facturado\":3200.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20981.52,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00105315634\",\"ncf\":\"B1563892177\",\"fecha_comprobante\":\"20250525\",\"monto_facturado\":15495.00,\"itbis_facturado\":2789.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":18284.10,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430126527\",\"ncf\":\"B1472430439\",\"fecha_comprobante\":\"20250412\",\"monto_facturado\":10967.97,\"itbis_facturado\":1974.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":12942.20}],\"ocr\":\"TRANSPORTE EMPRESARIAL MACORISANO TEMA\\nRNC EMISOR: 131384307\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DULCE MARIA SALAZAR LORENZO LORENZO\\nRNC CLIENTE: 00105606776\\nFACTURA DE CREDITO FISCAL\\nNCF: E457365620208\\nFACTURA NO.: 9323283\\nAUTORIZACION: 170207920\\nTELEFONO: 809-687-5725\\nFECHA: 05/04/2024  HORA: 12:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           17,780.95\\n----------------------------------------------\\nSUBTOTAL RD$       17,780.95\\nITBIS 18% RD$       3,200.57\\nTOTAL RD$          20,981.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6308615\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 82656949\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO EL ROSARIO\\nRNC EMISOR: 430226191\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSMERY DEL CARMEN POLANCO DIAZ\\nRNC CLIENTE: 00105315634\\nFACTURA DE CREDITO FISCAL\\nNCF B1563892177\\nFACTURA NO.: 9043665\\nAUTORIZACION: 522341018\\nTELEFONO: 809-881-7370\\nFECHA: 25/05/2025  HORA: 15:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,092.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,403.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,495.00\\nIMPUESTO ITBIS RD$       2,789.10\\nTOTAL RD$          18,284.10\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3038896\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 26095533\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJDC\\n\\n--- FACTURA ---\\n\\nKOSAMI AUTO IMPORT\\nRNC EMISOR: 03102523515\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE PROPIETARIOS DE MINIBUSES\\nRNC CLIENTE: 430126527\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1472430439\\nFACTURA NO.: 9936617\\nAUTORIZACION: 467586311\\nTELEFONO: 809-609-8607\\nFECHA: 12/04/2025  HORA: 11:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,292.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         2,900.97\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         6,775.00\\n----------------------------------------------\\nSUB-TOTAL RD$       10,967.97\\nIMPUESTO ITBIS RD$       1,974.23\\nTOTAL RD$          12,942.20\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 3513953\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_000979.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131440886\",\"ncf\":\"B0199618436\",\"fecha_comprobante\":\"20240806\",\"monto_facturado\":126500.00,\"itbis_facturado\":22770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":149270.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASOCIACION DE SEYBANOS SIN TECHOS VILLA GU\\nRNC EMISOR: 430432776\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANSO KARAOKE SRL\\nRNC CLIENTE: 131440886\\nFACTURA DE CREDITO FISCAL\\nNCF: B0199618436\\nFACTURA NO.: 4372904\\nAUTORIZACION: 656160250\\nTELEFONO: 809-288-3259\\nFECHA: 06/08/2024  HORA: 09:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       42,500.00\\n    1  VISITA    INSPECCION TECNICA          22,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   33,000.00\\n    1  SERVICIO  ASESORIA TECNICA            12,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   16,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      126,500.00\\nITBIS 18% RD$      22,770.00\\nTOTAL RD$         149,270.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2529399\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 70183078\\nCANT. UND. DESCRIPCION IMPORTE\\nRECIBIDO\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430432776"],"invoice_ids":["inv_125b859836ff740d144a"],"observation_id":"obs_4319eff8eb0c6e25288c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":1.005,"brightness_factor":1.026,"blur_sigma":0.112,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.73,"jpeg_quality":90,"documents":[{"rotation_deg":-0.154,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":193933302240432705,"difficulty":"light","split":"train"}
{"image":"images/606_000980.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131040782\",\"ncf\":\"B1464529507\",\"fecha_comprobante\":\"20251127\",\"monto_facturado_servicios\":267.50,\"monto_facturado_bienes\":22850.50,\"itbis_facturado\":4161.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"COMERCIAL SOLANO RODRIGUEZ\\nCOMERCIAL SOLANO RODRIGUEZ EIRL\\nRNC 131040782\\nCLIENTE: MELVIN                         FAMILIA\\nRNC CLIENTE: 22301397794\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1464529507\\nFACTURA NO.: 8326906\\nAUTORIZACION: 61679119\\nTELEFONO: 809-928-4730\\nFECHA: 27/11/2025  HORA: 09:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO         1,728.00\\n    5  UNIDAD    EQUIPO ELECTRICO            13,022.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            267.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         8,100.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       23,118.00\\nIMPUESTO ITBIS RD$       4,161.24\\nTOTAL RD$          27,279.24\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 634131\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131040782"],"invoice_ids":["inv_5f3b92da7c100f340f9e"],"observation_id":"obs_ee7cd765eec0c189df26","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.991,"brightness_factor":1.011,"blur_sigma":0.171,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.75,"jpeg_quality":90,"documents":[{"rotation_deg":0.21,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4607331553597119040,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 48303635\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nIMPORTADORA JARET\\nRNC EMISOR: 130391051\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIRECT DOMINICANA & ASOCIADOS SRL\\nRNC CLIENTE: 130498032\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0206639132\\nFACTURA NO.: 8424607\\nAUTORIZACION: 413364774\\nTELEFONO: 809-461-6866\\nFECHA: 27/11/2025  HORA: 15:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BATERIA AUTOMOTRIZ          10,810.00\\n    1  SERVICIO  REPARACION MECANICA         15,784.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       26,594.00\\nITBIS 18% RD$       4,786.92\\nTOTAL RD$          31,380.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1553968\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 65669467\\n\\n--- FACTURA ---\\n\\nHAIR INTERNATIONAL\\nRNC EMISOR: 130444803\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JMV FOREVER FASHION SRL\\nRNC CLIENTE: 132616049\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327403585001\\nFACTURA NO.: 4758905\\nAUTORIZACION: 525956307\\nTELEFONO: 809-823-6733\\nFECHA: 02/10/2024  HORA: 16:40\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CORTE Y PEINADO\\n                                                  1,095.50\\n----------------------------------------------------------\\nSUB-TOTAL RD$        1,095.50\\nITBIS 18% RD$         197.19\\nTOTAL RD$           1,292.69\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7314029\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,3,9],"business_categories":["inmobiliario","automotriz","belleza"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02300297179","130391051","130444803"],"invoice_ids":["inv_d698e858e9fb5605f1a8","inv_0e18a29f05bb46a3382c","inv_78cee45aa0a83a4c6309"],"observation_id":"obs_06475ebe10a3554d6816","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.79,"augmentation_metadata":{"downscale_factor":0.668,"red_scale":1.063,"blue_scale":0.937,"contrast_factor":0.884,"brightness_factor":0.863,"blur_sigma":0.661,"crop_applied":false,"camera_distance_factors":[0.983,0.941,0.998],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":39.94,"jpeg_quality":81,"documents":[{"rotation_deg":-4.64,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.123,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.285,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6753949010814135390,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_001009.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131432077\",\"ncf\":\"E310843423229\",\"fecha_comprobante\":\"20240305\",\"monto_facturado\":35024.45,\"itbis_facturado\":6304.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":41328.85,\"otras_formas_de_venta\":0.00},{\"rnc\":\"401048401\",\"ncf\":\"B1424072288\",\"fecha_comprobante\":\"20240725\",\"monto_facturado\":71492.00,\"itbis_facturado\":12868.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":84360.56,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DONATO TEJADA QUIÑONES\\nRNC EMISOR: 00102808078\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOLUCIONES INDUSTRIALES & MAS GEFASD SR\\nRNC CLIENTE: 131432077\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310843423229\\nFACTURA NO.: 7362290\\nAUTORIZACION: 55407901\\nTELEFONO: 809-912-8661\\nFECHA: 05/03/2024  HORA: 18:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    CALZADO CASUAL               8,412.00\\n    4  UNIDAD    GORRA BORDADA                6,884.00\\n    5  UNIDAD    PANTALON CASUAL             15,599.95\\n    1  UNIDAD    CAMISA DE VESTIR             2,701.50\\n    1  SERVICIO  AJUSTE Y CONFECCION          1,427.00\\n----------------------------------------------\\nSUBTOTAL RD$       35,024.45\\nIMPUESTO ITBIS RD$       6,304.40\\nTOTAL RD$          41,328.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2748535\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 96409974\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nDR JONES\\nRNC EMISOR: 00117046888\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ACADEMIA METROPOLIT ADVENTISTA\\nRNC CLIENTE: 401048401\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1424072288\\nFACTURA NO.: 0798723\\nAUTORIZACION: 891532724\\nTELEFONO: 809-635-8266\\nFECHA: 25/07/2024  HORA: 18:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   12  PAGINA    TRADUCCION DE DOCUMENTOS    28,992.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    32,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       71,492.00\\nITBIS 18% RD$      12,868.56\\nTOTAL RD$          84,360.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2161337\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[10,7],"business_categories":["ropa_comercio","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00102808078","00117046888"],"invoice_ids":["inv_3ce040e53982c5251114","inv_637cda4b85857dbffd30"],"observation_id":"obs_9ecefc194adfe4c352ed","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.99,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.017,"brightness_factor":1.02,"blur_sigma":0.798,"crop_applied":false,"camera_distance_factors":[0.939,0.959],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":61.32,"jpeg_quality":72,"documents":[{"rotation_deg":-2.441,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.762,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2798061026434873348,"difficulty":"medium","split":"train"}
{"image":"images/606_001010.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131096913\",\"ncf\":\"E440488198269\",\"fecha_comprobante\":\"20240515\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7971.50,\"itbis_facturado\":1434.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"04800919583\",\"ncf\":\"B0156378689\",\"fecha_comprobante\":\"20240222\",\"monto_facturado_servicios\":1133.00,\"monto_facturado_bienes\":27026.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132553454\",\"ncf\":\"E442258823925\",\"fecha_comprobante\":\"20250208\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9645.00,\"itbis_facturado\":1736.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"BARBENDA ENTERPRISE\\nBARBENDA ENTERPRISE SRL\\nRNC EMISOR: 131096913\\nCLIENTE: JAQUE MATE CIGARS SRL\\nRNC CLIENTE: 132960238\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440488198269\\nFACTURA NO.: 8259947\\nAUTORIZACION: 510321908\\nTELEFONO: 809-708-5830\\nFECHA: 15/05/2024  HORA: 13:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    POLLO A LA PLANCHA           2,576.00\\n    3  UNIDAD    PIZZA MEDIANA                3,150.00\\n    1  UNIDAD    POSTRE DE LA CASA              319.50\\n    3  UNIDAD    PLATO DEL DIA                1,926.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,971.50\\nITBIS 18% RD$       1,434.87\\nTOTAL RD$           9,406.37\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2548469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 27438543\\nCANT. UND. DESCRIPCION IMPORTE\\nREVISADO\\n\\n--- FACTURA ---\\n\\nVLADIMIR PUERTAS Y VENTANAS\\nEDITH VLADIMIR REYES LANTIGUA\\nRNC: 04800919583\\nCLIENTE: CENTRO EDUCATIVO ACEVEDO EIRL\\nRNC CLIENTE: 131022065\\nFACTURA DE CREDITO FISCAL\\nNCF: B0156378689\\nFACTURA NO.: 1706531\\nAUTORIZACION: 687389228\\nTELEFONO: 809-473-3836\\nFECHA: 22/02/2024  HORA: 12:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     399.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  25,215.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,133.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     340.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,072.00\\n-------------------------------------------\\nSUB-TOTAL RD$       28,159.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          28,159.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9616671\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 87188054\\n\\n--- FACTURA ---\\n\\nCINNAMON GARDEN HOMES\\nCINNAMON GARDEN HOMES SRL\\nRNC: 132553454\\nCLIENTE: JUNTA DE VECINOS DE CARMEN MARIA II\\nRNC CLIENTE: 430238937\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442258823925\\nFACTURA NO.: 4261270\\nAUTORIZACION: 676809525\\nTELEFONO: 809-975-6541\\nFECHA: 08/02/2025  HORA: 18:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    7,970.00\\n    6  UNIDAD    TOMA CORRIENTE DOBLE         1,356.00\\n    1  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      319.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,645.00\\nITBIS RD$       1,736.10\\nTOTAL RD$          11,381.10\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 1589522\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 82731649\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[7,5,6],"business_categories":["restaurante","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131096913","04800919583","132553454"],"invoice_ids":["inv_7510f72b710560182979","inv_79e7bbdad1cfc33053ff","inv_d52a9b5f00d4ed7d517e"],"observation_id":"obs_2984135d11a7ad6bf1f1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.1,"augmentation_metadata":{"downscale_factor":0.984,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.974,"brightness_factor":1.018,"blur_sigma":0.174,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.59,"jpeg_quality":95,"documents":[{"rotation_deg":0.25,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.281,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.548,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11316193477896144487,"difficulty":"hard","split":"test"}
{"image":"images/607_001011.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102269630\",\"ncf\":\"E316673043343\",\"fecha_comprobante\":\"20240723\",\"monto_facturado\":84000.00,\"itbis_facturado\":15120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":99120.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IMPRENTA EL CHEVERE\\nRNC EMISOR: 132072464\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ANTONIO FERNANDEZ REYES\\nRNC CLIENTE: 03102269630\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E316673043343\\nFACTURA NO.: 2227460\\nAUTORIZACION: 640492225\\nTELEFONO: 809-826-3664\\nFECHA: 23/07/2024  HORA: 19:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  26,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  17,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  25,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   2,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  13,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       84,000.00\\nITBIS 18% RD$      15,120.00\\nTOTAL RD$          99,120.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9948388\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 97436743\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132072464"],"invoice_ids":["inv_8f3d3b408fbf386ed598"],"observation_id":"obs_d9463778add86261bf82","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.921,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.956,"brightness_factor":1.029,"blur_sigma":0.136,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.74,"jpeg_quality":91,"documents":[{"rotation_deg":0.085,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10273209517531717097,"difficulty":"light","split":"train"}
{"image":"images/606_001012.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133538954\",\"ncf\":\"E453144369230\",\"fecha_comprobante\":\"20250710\",\"monto_facturado_servicios\":91000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16380.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"430311154\",\"ncf\":\"B1532488245\",\"fecha_comprobante\":\"20240905\",\"monto_facturado_servicios\":61574.98,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DISEÑARTE EVENTS\\nDISEÑARTE EVENTS SRL\\nRNC 133538954\\nCLIENTE: ELIDE MASSIEL JIMENEZ OVALLES\\nRNC CLIENTE: 40222542496\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453144369230\\nFACTURA NO.: 9517454\\nAUTORIZACION: 513371296\\nTELEFONO: 809-211-2942\\nFECHA: 10/07/2025  HORA: 09:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  91,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       91,000.00\\nIMPUESTO ITBIS RD$      16,380.00\\nTOTAL RD$         107,380.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7569652\\nGRACIAS POR SU COMPRA\\nOK\\n\\n--- FACTURA ---\\n\\nTORRE PRELUDIO\\nTORRE PRELUDIO\\nRNC: 430311154\\nCLIENTE: YOLEYDIS BEATO MONTERO DE BRITO\\nRNC CLIENTE: 05601644114\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1532488245\\nFACTURA NO.: 6186006\\nAUTORIZACION: 943998874\\nTELEFONO: 809-802-8592\\nFECHA: 05/09/2024  HORA: 16:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  31,120.99\\n    1  MES       ALQUILER DE LOCAL\\n                                  23,045.99\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                   7,408.00\\n-------------------------------------------\\nSUB-TOTAL RD$       61,574.98\\nITBIS 18% RD$           0.00\\nTOTAL RD$          61,574.98\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3565957\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 11763055\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nTP\"}","template_ids":[1,0],"business_categories":["profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133538954","430311154"],"invoice_ids":["inv_944bd9aa063e83e208fd","inv_7e128daa8a76a444fb9c"],"observation_id":"obs_5f62440469ae1e9c0d3c","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":6.92,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":1.008,"brightness_factor":1.007,"blur_sigma":0.124,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.0,"jpeg_quality":94,"documents":[{"rotation_deg":0.38,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.196,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"TP"}]},"num_invoices":2,"seed":17113550434343025429,"difficulty":"medium","split":"train"}
{"image":"images/607_001013.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130798532\",\"ncf\":\"E458587066266\",\"fecha_comprobante\":\"20250326\",\"monto_facturado\":26379.98,\"itbis_facturado\":4748.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":31128.38,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131478581\",\"ncf\":\"E327223606404\",\"fecha_comprobante\":\"20241103\",\"monto_facturado\":40526.98,\"itbis_facturado\":7294.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":47821.84}],\"ocr\":\"ANDRES BELLO SANTOS\\nRNC EMISOR: 05400760244\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GOLD & PLATINUM S W M SRL\\nRNC CLIENTE: 130798532\\nFACTURA DE CREDITO FISCAL\\nNCF E458587066266\\nFACTURA NO.: 7771490\\nAUTORIZACION: 565598132\\nTELEFONO: 809-927-9267\\nFECHA: 26/03/2025  HORA: 09:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,053.00\\n    2  UNIDAD    MATERIAL DE OFICINA            467.98\\n    1  SERVICIO  SERVICIO DE ENTREGA            955.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,758.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        19,146.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,379.98\\nIMPUESTO ITBIS RD$       4,748.40\\nTOTAL RD$          31,128.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 267760\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPagado\\n\\n--- FACTURA ---\\n\\nINTERNACIONAL DE TURISMO S A\\nRNC EMISOR: 101101148\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REPUESTOS DE MOTOCICLETAS M & C SRL\\nRNC CLIENTE: 131478581\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327223606404\\nFACTURA NO.: 1014289\\nAUTORIZACION: 822646636\\nTELEFONO: 809-939-6770\\nFECHA: 03/11/2024  HORA: 14:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,128.00\\n    5  SERVICIO  SERVICIO DE ENTREGA          5,760.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        31,095.00\\n    2  UNIDAD    MATERIAL DE OFICINA          2,543.98\\n----------------------------------------------\\nSUBTOTAL RD$       40,526.98\\nITBIS RD$       7,294.86\\nTOTAL RD$          47,821.84\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 6092162\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 21398764\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[10,3],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05400760244","101101148"],"invoice_ids":["inv_eb0a9d0fb1de7430d06c","inv_43810f639ecaba39e9f7"],"observation_id":"obs_3fd18adcae1e453456d8","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.73,"augmentation_metadata":{"downscale_factor":0.76,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.106,"brightness_factor":1.059,"blur_sigma":0.833,"crop_applied":false,"camera_distance_factors":[0.974,0.948],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":53.11,"jpeg_quality":75,"documents":[{"rotation_deg":-1.428,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.126,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4909956127549150331,"difficulty":"medium","split":"train"}
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{"image":"images/607_001015.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109556589\",\"ncf\":\"E326374296942\",\"fecha_comprobante\":\"20240825\",\"monto_facturado\":110474.00,\"itbis_facturado\":19885.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":130359.32}],\"ocr\":\"GLADYS ROSSANNA GONZALEZ POLANCO\\nRNC EMISOR: 03100959547\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCA CARACIONA GORIS\\nRNC CLIENTE: 00109556589\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326374296942\\nFACTURA NO.: 5518542\\nAUTORIZACION: 532788387\\nTELEFONO: 809-265-8725\\nFECHA: 25/08/2024  HORA: 18:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS    48,474.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     8,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       35,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   19,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      110,474.00\\nIMPUESTO ITBIS RD$      19,885.32\\nTOTAL RD$         130,359.32\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 2763829\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03100959547"],"invoice_ids":["inv_2bddf4c227e2327e449a"],"observation_id":"obs_65c6d427bb68a2881fb0","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.27,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.956,"brightness_factor":1.005,"blur_sigma":0.277,"crop_applied":false,"camera_distance_factors":[0.954],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.83,"jpeg_quality":95,"documents":[{"rotation_deg":-1.338,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14845977790288597107,"difficulty":"light","split":"test"}
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{"image":"images/606_001022.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132039246\",\"ncf\":\"E458084416488\",\"fecha_comprobante\":\"20250425\",\"monto_facturado_servicios\":2500.00,\"monto_facturado_bienes\":6283.98,\"itbis_facturado\":1581.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"132974662\",\"ncf\":\"E323768185503\",\"fecha_comprobante\":\"20240612\",\"monto_facturado_servicios\":44993.00,\"monto_facturado_bienes\":2589.98,\"itbis_facturado\":8564.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CONSTRUCTORA MEDINA PEÑA\\nCONSTRUCTORA MEDINA PEÑA EIRL\\nRNC EMISOR: 132039246\\nCLIENTE: MERCADITO Y VEGETALERA FICA SRL\\nRNC CLIENTE: 133776359\\nFACTURA DE CREDITO FISCAL\\nNCF E458084416488\\nFACTURA NO.: 9734840\\nAUTORIZACION: 975117215\\nTELEFONO: 809-776-4219\\nFECHA: 25/04/2025  HORA: 13:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  QUINTAL   VARILLA CORRUGADA 3/8        6,283.98\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    2,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,783.98\\nIMPUESTO ITBIS RD$       1,581.12\\nTOTAL RD$          10,365.10\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 7371905\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 47098611\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEL HUIPIL TACOS Y MAS\\nEL HUIPIL TACOS Y MAS SRL\\nRNC: 132974662\\nCLIENTE: FER INDUSTRIEL SRL\\nRNC CLIENTE: 132426533\\nFACTURA DE CREDITO FISCAL\\nNCF E323768185503\\nFACTURA NO.: 2148540\\nAUTORIZACION: 47480638\\nTELEFONO: 809-348-9662\\nFECHA: 12/06/2024  HORA: 13:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING        44,993.00\\n    2  UNIDAD    POSTRE DE LA CASA              501.98\\n    2  UNIDAD    REFRESCO                       185.00\\n    4  UNIDAD    JUGO NATURAL                   704.00\\n    1  UNIDAD    PIZZA MEDIANA                1,199.00\\n----------------------------------------------\\nSUB-TOTAL RD$       47,582.98\\nITBIS 18% RD$       8,564.94\\nTOTAL RD$          56,147.92\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4955796\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 94032361\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPendiente\"}","template_ids":[4,6],"business_categories":["construccion_ferreteria","restaurante"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["132039246","132974662"],"invoice_ids":["inv_557272f8e46da9e240d7","inv_b8c5adb6bca12d2a8f16"],"observation_id":"obs_034d9d1af59c99e15ac1","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.755,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.636,"brightness_factor":1.064,"blur_sigma":0.29,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.37,"jpeg_quality":87,"documents":[{"rotation_deg":0.516,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.011,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5624380799369691331,"difficulty":"medium","split":"train"}
{"image":"images/607_001023.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00117357327\",\"ncf\":\"B0118067969\",\"fecha_comprobante\":\"20241122\",\"monto_facturado\":3028.00,\"itbis_facturado\":545.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":3573.04,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COMERCIAL ANDRICKSON COANDRI\\nRNC EMISOR: 130742456\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALBELYS MENCIA REYNOSO MERAN\\nRNC CLIENTE: 00117357327\\nFACTURA DE CREDITO FISCAL\\nNCF B0118067969\\nFACTURA NO.: 1483023\\nAUTORIZACION: 265119190\\nTELEFONO: 809-791-4021\\nFECHA: 22/11/2024  HORA: 16:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,028.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,028.00\\nITBIS RD$         545.04\\nTOTAL RD$           3,573.04\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7400294\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 87088494\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCAC\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130742456"],"invoice_ids":["inv_e124ec4d51f23aee852c"],"observation_id":"obs_4f0c5f52dee6529ea4a8","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.47,"augmentation_metadata":{"downscale_factor":0.962,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":1.079,"brightness_factor":0.888,"blur_sigma":0.149,"crop_applied":false,"camera_distance_factors":[0.965],"legibility_scale_corrections":[0.0],"final_contrast_stddev":78.43,"jpeg_quality":94,"documents":[{"rotation_deg":1.714,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CAC"}]},"num_invoices":1,"seed":8853722033793096795,"difficulty":"light","split":"train"}
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{"image":"images/606_001028.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101727527\",\"ncf\":\"E317114774857\",\"fecha_comprobante\":\"20250828\",\"monto_facturado_servicios\":1280.00,\"monto_facturado_bienes\":17736.46,\"itbis_facturado\":3422.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"101010835\",\"ncf\":\"B0148548956\",\"fecha_comprobante\":\"20241203\",\"monto_facturado_servicios\":1647.00,\"monto_facturado_bienes\":21006.80,\"itbis_facturado\":4077.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"40222236677\",\"ncf\":\"E442667643414\",\"fecha_comprobante\":\"20250528\",\"monto_facturado_servicios\":35620.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6411.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"MANOEL S A\\nMANOEL S A\\nRNC EMISOR: 101727527\\nCLIENTE: CONDOMINIO ELSA CRISTINA\\nRNC CLIENTE: 430079464\\nFACTURA DE CREDITO FISCAL\\nNCF: E317114774857\\nFACTURA NO.: 2279033\\nAUTORIZACION: 121817451\\nTELEFONO: 809-611-4344\\nFECHA: 28/08/2025  HORA: 08:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   4,245.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,091.96\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,772.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,627.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,280.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,016.46\\nITBIS RD$       3,422.96\\nTOTAL RD$          22,439.42\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7594807\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEDITORA QUISQUEYA C X A\\nEDITORA QUISQUEYA C X A\\nRNC 101010835\\nCLIENTE: DAMIAN OSORIA PARRA\\nRNC CLIENTE: 03104650175\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0148548956\\nFACTURA NO.: 2196978\\nAUTORIZACION: 159059328\\nTELEFONO: 809-910-1245\\nFECHA: 03/12/2024  HORA: 17:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,647.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,317.00\\n    4  UNIDAD    EQUIPO ELECTRICO            12,092.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,419.80\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,178.00\\n----------------------------------------------\\nSUBTOTAL RD$       22,653.80\\nIMPUESTO ITBIS RD$       4,077.68\\nTOTAL RD$          26,731.48\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 141188\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 66682941\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nASTRID MARLENE  CONTRERAS SILVERIO\\nASTRID MARLENE  CONTRERAS SILVERIO\\nRNC EMISOR: 40222236677\\nCLIENTE: TRANSPORTE ESCOLAR HATO MAYOR THEM SRL\\nRNC CLIENTE: 132959558\\nFACTURA DE CREDITO FISCAL\\nNCF: E442667643414\\nFACTURA NO.: 2220247\\nAUTORIZACION: 910820837\\nTELEFONO: 809-836-3919\\nFECHA: 28/05/2025  HORA: 12:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       7,500.00\\n    1  SERVICIO  ASESORIA TECNICA            18,000.00\\n    5  PAGINA    TRADUCCION DE DOCUMENTOS    10,120.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       35,620.00\\nITBIS RD$       6,411.60\\nTOTAL RD$          42,031.60\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9737713\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_001035.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133236109\",\"ncf\":\"E446016589063\",\"fecha_comprobante\":\"20250321\",\"monto_facturado\":84500.00,\"itbis_facturado\":15210.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":99710.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40220076992\",\"ncf\":\"B0212338423\",\"fecha_comprobante\":\"20251006\",\"monto_facturado\":63196.00,\"itbis_facturado\":11375.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":74571.28,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JAVIER Z SERVICIOS\\nRNC EMISOR: 133403838\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RHOO S LICOR AND MORE SRL\\nRNC CLIENTE: 133236109\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446016589063\\nFACTURA NO.: 7426664\\nAUTORIZACION: 274600052\\nTELEFONO: 809-793-4263\\nFECHA: 21/03/2025  HORA: 09:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    42,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       84,500.00\\nITBIS 18% RD$      15,210.00\\nTOTAL RD$          99,710.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9025978\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 56419929\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nFUS-D\\nRNC EMISOR: 430081302\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA DE LA CRUZ LAURENCIO\\nRNC CLIENTE: 40220076992\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0212338423\\nFACTURA NO.: 4376158\\nAUTORIZACION: 902101011\\nTELEFONO: 809-558-8981\\nFECHA: 06/10/2025  HORA: 19:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  PAGINA    TRADUCCION DE DOCUMENTOS     5,196.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    35,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       23,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       63,196.00\\nITBIS RD$      11,375.28\\nTOTAL RD$          74,571.28\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6714592\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[12,7],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133403838","430081302"],"invoice_ids":["inv_e92ad8acb03d336a02c2","inv_e8ea1b45177b75dcd5ec"],"observation_id":"obs_096c132c10312f4f6d2a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.002,"brightness_factor":0.996,"blur_sigma":0.098,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":33.58,"jpeg_quality":93,"documents":[{"rotation_deg":0.582,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.229,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4148764588352125715,"difficulty":"medium","split":"train"}
{"image":"images/606_001036.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132048202\",\"ncf\":\"E310032975026\",\"fecha_comprobante\":\"20251003\",\"monto_facturado_servicios\":129500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23310.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"BIDONSA SERVICIOS MULTIPLES\\nBIDONSA SERVICIOS MULTIPLES SRL\\nRNC EMISOR: 132048202\\nCLIENTE: CEIBEL SRL\\nRNC CLIENTE: 131084321\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310032975026\\nFACTURA NO.: 6422251\\nAUTORIZACION: 755178331\\nTELEFONO: 809-203-2201\\nFECHA: 03/10/2025  HORA: 10:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            91,000.00\\n    1  VISITA    INSPECCION TECNICA          26,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    10,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       2,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      129,500.00\\nITBIS RD$      23,310.00\\nTOTAL RD$         152,810.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 4920308\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 67786031\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132048202"],"invoice_ids":["inv_8bcf4d235bab1985236b"],"observation_id":"obs_af50b8263595f02c84ba","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.978,"brightness_factor":1.02,"blur_sigma":0.191,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.24,"jpeg_quality":95,"documents":[{"rotation_deg":-0.466,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8410428899376726061,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 25353563\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\\n\\n--- FACTURA ---\\n\\nSIBELTA DOMINICANA\\nSIBELTA DOMINICANA SRL\\nRNC: 132113853\\nCLIENTE: MELLA DE MONDESERT S A\\nRNC CLIENTE: 101101326\\nFACTURA DE CREDITO FISCAL\\nNCF B1564149430\\nFACTURA NO.: 8668298\\nAUTORIZACION: 81322114\\nTELEFONO: 809-934-5062\\nFECHA: 05/03/2024  HORA: 20:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 143,812.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  28,590.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   8,922.50\\n    5  MES       ALQUILER DE LOCAL\\n                                 307,999.75\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  16,305.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      505,629.75\\nIMPUESTO ITBIS RD$      91,013.36\\nTOTAL RD$         596,643.11\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1315285\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 31359050\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJOSE ALBERTO HERNANDEZ MUESES\\nJOSE ALBERTO HERNANDEZ MUESES\\nRNC 40222604791\\nCLIENTE: CORALES DESIGN SRL\\nRNC CLIENTE: 132930983\\nFACTURA DE CREDITO FISCAL\\nNCF: E451843984440\\nFACTURA NO.: 2525907\\nAUTORIZACION: 214459684\\nTELEFONO: 809-283-3755\\nFECHA: 12/04/2024  HORA: 10:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,326.99\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,027.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,353.99\\nIMPUESTO ITBIS RD$         963.72\\nTOTAL RD$           6,317.71\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 853430\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 25768607\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nLEWI EDUARDO MOREL NUÑEZ\\nLEWI EDUARDO MOREL NUÑEZ\\nRNC: 04500181245\\nCLIENTE: LUZ MARINA MENA CASTILLO\\nRNC CLIENTE: 04800791487\\nFACTURA DE CREDITO FISCAL\\nNCF B1513699265\\nFACTURA NO.: 8100792\\nAUTORIZACION: 293585951\\nTELEFONO: 809-474-6174\\nFECHA: 25/05/2025  HORA: 17:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,527.99\\n----------------------------------------------\\nSUB-TOTAL RD$        1,527.99\\nITBIS 18% RD$         275.04\\nTOTAL RD$           1,803.03\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2515180\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_001052.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131795447\",\"ncf\":\"B1416080501\",\"fecha_comprobante\":\"20250910\",\"monto_facturado_servicios\":1050.00,\"monto_facturado_bienes\":39580.00,\"itbis_facturado\":7313.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"KAD\\nKAD SRL\\nRNC: 131795447\\nCLIENTE: RAMON EDUARDO PACHECO GARCIA\\nRNC CLIENTE: 00110683992\\nFACTURA DE CREDITO FISCAL\\nNCF: B1416080501\\nFACTURA NO.: 8799571\\nAUTORIZACION: 978660966\\nTELEFONO: 809-583-5802\\nFECHA: 10/09/2025  HORA: 16:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,752.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   5,935.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     458.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  31,435.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,050.00\\n-------------------------------------------\\nSUBTOTAL RD$       40,630.00\\nIMPUESTO ITBIS RD$       7,313.40\\nTOTAL RD$          47,943.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5423527\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 51492216\\nK\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131795447"],"invoice_ids":["inv_fc275d473f2e91ef3d9d"],"observation_id":"obs_6d493ca5b04c3eeb98bc","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.5,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.015,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.47,"jpeg_quality":96,"documents":[{"rotation_deg":-0.145,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"K"}]},"num_invoices":1,"seed":10822463798155521926,"difficulty":"clean","split":"train"}
{"image":"images/607_001053.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03700210291\",\"ncf\":\"B0290940610\",\"fecha_comprobante\":\"20251027\",\"monto_facturado\":42362.00,\"itbis_facturado\":7625.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":49987.16,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05000208149\",\"ncf\":\"E448814640817\",\"fecha_comprobante\":\"20250718\",\"monto_facturado\":25568.95,\"itbis_facturado\":4602.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":30171.36,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130028257\",\"ncf\":\"B1401649044\",\"fecha_comprobante\":\"20241205\",\"monto_facturado\":195443.00,\"itbis_facturado\":35179.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":127637.81,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":102984.93,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ANTONIO ESQUIVEL BARRENECHEA BARRENEC\\nRNC EMISOR: 00111404604\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DARIO ROMAN PERALTA\\nRNC CLIENTE: 03700210291\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0290940610\\nFACTURA NO.: 5499920\\nAUTORIZACION: 956298393\\nTELEFONO: 809-323-5589\\nFECHA: 27/10/2025  HORA: 10:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR        15,567.00\\n    3  UNIDAD    BANNER PUBLICITARIO         15,714.00\\n    1  SERVICIO  DISENO GRAFICO              11,081.00\\n----------------------------------------------\\nSUB-TOTAL RD$       42,362.00\\nITBIS 18% RD$       7,625.16\\nTOTAL RD$          49,987.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8492664\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nHILKRONE ESTATES CORP\\nRNC EMISOR: 131535267\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMONA PEÑA BAUTISTA\\nRNC CLIENTE: 05000208149\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448814640817\\nFACTURA NO.: 2196681\\nAUTORIZACION: 791006367\\nTELEFONO: 809-961-8418\\nFECHA: 18/07/2025  HORA: 15:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,959.96\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,384.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,306.99\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     918.00\\n-------------------------------------------\\nSUB-TOTAL RD$       25,568.95\\nITBIS RD$       4,602.41\\nTOTAL RD$          30,171.36\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2945441\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 17614917\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nHEC\\n\\n--- FACTURA ---\\n\\nASOCIACION DE PESCADORES CORAZONES UNIDOS \\nRNC EMISOR: 430121045\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OPERACIONES COMERCIALES CRISTOBAL S A\\nRNC CLIENTE: 130028257\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1401649044\\nFACTURA NO.: 8870982\\nAUTORIZACION: 580584098\\nTELEFONO: 809-820-6246\\nFECHA: 05/12/2024  HORA: 13:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            23,500.00\\n    2  MES       SERVICIOS CONTABLES DEL MES   14,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       95,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       22,500.00\\n   17  PAGINA    TRADUCCION DE DOCUMENTOS    40,443.00\\n----------------------------------------------\\nSUB-TOTAL RD$      195,443.00\\nIMPUESTO ITBIS RD$      35,179.74\\nTOTAL RD$         230,622.74\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7989213\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 75869688\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nArchivado\"}","template_ids":[10,5,4],"business_categories":["publicidad_impresion","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00111404604","131535267","430121045"],"invoice_ids":["inv_7dd027b7f3eedfb83bcf","inv_2ba0ee7cb18bbbf50185","inv_d6d7e66f1e1faeb0959e"],"observation_id":"obs_afa294f7c27a79c51601","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.464,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.028,"brightness_factor":1.055,"blur_sigma":0.568,"crop_applied":false,"camera_distance_factors":[0.966,0.934,0.921],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":60.32,"jpeg_quality":78,"documents":[{"rotation_deg":1.068,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.117,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.365,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"HEC"},{"kind":"none","text":""}]},"num_invoices":3,"seed":15026805846094097279,"difficulty":"very_hard","split":"train"}
{"image":"images/606_001054.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"102327831\",\"ncf\":\"B0222411654\",\"fecha_comprobante\":\"20240429\",\"monto_facturado_servicios\":5500.00,\"monto_facturado_bienes\":11078.89,\"itbis_facturado\":2984.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"00300144540\",\"ncf\":\"E324333975811\",\"fecha_comprobante\":\"20250330\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2993.80,\"itbis_facturado\":340.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"101711132\",\"ncf\":\"B0214226683\",\"fecha_comprobante\":\"20240808\",\"monto_facturado_servicios\":509586.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":91725.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"L C DULUC & ASOCIADOS S A\\nL C DULUC & ASOCIADOS S A\\nRNC EMISOR: 102327831\\nCLIENTE: ALEX DIESEL TURBOS TALLERES Y\\nREPUESTOS\\nRNC CLIENTE: 130965412\\nFACTURA DE CREDITO FISCAL\\nNCF: B0222411654\\nFACTURA NO.: 3847848\\nAUTORIZACION: 153964813\\nTELEFONO: 809-823-9771\\nFECHA: 29/04/2024  HORA: 13:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n  175  PIE       ALAMBRE ELECTRICO THHN NO.\\n                 12\\n                                   6,825.00\\n   11  UNIDAD    CODO PVC 1/2 PULGADA\\n                                     263.89\\n   57  UNIDAD    BLOCK DE HORMIGON 6\\n                 PULGADAS\\n                                   3,990.00\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   5,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,578.89\\nITBIS 18% RD$       2,984.20\\nTOTAL RD$          19,563.09\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3929488\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 33147413\\n\\n--- FACTURA ---\\n\\nCOLMADO ADRIAN\\nCARLOS MANUEL MONTERO\\nRNC: 00300144540\\nCLIENTE: COMUNICACIONES VERAS SRL\\nRNC CLIENTE: 104595289\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E324333975811\\nFACTURA NO.: 0247078\\nAUTORIZACION: 648336094\\nTELEFONO: 809-330-1371\\nFECHA: 30/03/2025  HORA: 09:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  PAQUETE   SERVILLETAS PAQUETE 100 UND      141.00\\n    3  LITRO     LECHE UHT 1 LITRO              216.00\\n    3  UNIDAD    ACEITE VEGETAL 1 GAL         1,752.00\\n    4  UNIDAD    HABICHUELAS 800 G              707.80\\n    2  PAQUETE   AVENA EN HOJUELAS 500 G        177.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,993.80\\nIMPUESTO ITBIS RD$         340.74\\nTOTAL RD$           3,334.54\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2280326\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 50822727\\nCA\\n\\n--- FACTURA ---\\n\\nS & K AGENCIA COMERCIAL S A\\nS & K AGENCIA COMERCIAL S A\\nRNC: 101711132\\nCLIENTE: PEOPLE PLANNER GROUP BY ROGELIO\\nGRULLON\\nRNC CLIENTE: 133511711\\nFACTURA DE CREDITO FISCAL\\nNCF B0214226683\\nFACTURA NO.: 4690381\\nAUTORIZACION: 763734573\\nTELEFONO: 809-903-9690\\nFECHA: 08/08/2024  HORA: 14:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  43,802.00\\n    2  MES       ALQUILER DE LOCAL\\n                                 323,060.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   7,314.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 105,026.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  30,384.00\\n-------------------------------------------\\nSUBTOTAL RD$      509,586.00\\nIMPUESTO ITBIS RD$      91,725.48\\nTOTAL RD$         601,311.48\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3662252\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 38859288\\nPROCESADO\"}","template_ids":[5,2,0],"business_categories":["construccion_ferreteria","colmado_alimentos","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["102327831","00300144540","101711132"],"invoice_ids":["inv_3b6ff6e5325ec6667899","inv_7184dc4f36a526718e79","inv_57a7f5a497e4baf006eb"],"observation_id":"obs_ceb05f84242ac6e9635f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.01,"augmentation_metadata":{"downscale_factor":0.81,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.84,"brightness_factor":1.011,"blur_sigma":0.379,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.62,"jpeg_quality":84,"documents":[{"rotation_deg":-1.286,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.082,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.937,"perspective":0.004,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CA"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":14830200939088442883,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 20839529\\nRES\\nPagado\\n\\n--- FACTURA ---\\n\\nGRUPO MAWI\\nGRUPO MAWI SRL\\nRNC EMISOR: 130742014\\nCLIENTE: QUIROCENTER GROUP SRL\\nRNC CLIENTE: 132683293\\nFACTURA DE CREDITO FISCAL\\nNCF E323614759721\\nFACTURA NO.: 7897205\\nAUTORIZACION: 329193628\\nTELEFONO: 809-700-7998\\nFECHA: 15/06/2025  HORA: 11:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,002.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,002.00\\nITBIS RD$       1,080.36\\nTOTAL RD$           7,082.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4447749\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 12670754\\n\\n--- FACTURA ---\\n\\nJUAN CARLOS BADIA VENTURA\\nJUAN CARLOS BADIA VENTURA\\nRNC 05400500590\\nCLIENTE: A & A CIGAR AND TOBACCO SRL\\nRNC CLIENTE: 132090586\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325120887356\\nFACTURA NO.: 1965856\\nAUTORIZACION: 51850841\\nTELEFONO: 809-478-1671\\nFECHA: 11/11/2025  HORA: 20:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     834.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,003.98\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     316.00\\n-------------------------------------------\\nSUB-TOTAL RD$        7,153.98\\nITBIS RD$       1,287.72\\nTOTAL RD$           8,441.70\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 9226824\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_001071.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40228353351\",\"ncf\":\"E327083166886\",\"fecha_comprobante\":\"20240825\",\"monto_facturado\":184307.50,\"itbis_facturado\":33175.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":217482.85}],\"ocr\":\"NEGOCIOS E INVERSIONES NATOSHA\\nRNC EMISOR: 101529849\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LEVINGTON LOPEZ DE LOS SANTOS\\nRNC CLIENTE: 40228353351\\nFACTURA DE CREDITO FISCAL\\nNCF: E327083166886\\nFACTURA NO.: 0407287\\nAUTORIZACION: 611851603\\nTELEFONO: 809-299-5214\\nFECHA: 25/08/2024  HORA: 17:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       59,386.50\\n    2  MES       ALQUILER DE LOCAL           63,346.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       10,508.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   25,197.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   25,870.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      184,307.50\\nITBIS RD$      33,175.35\\nTOTAL RD$         217,482.85\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 7591400\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 44967537\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["101529849"],"invoice_ids":["inv_dd621980c8d02f9518bb"],"observation_id":"obs_38d061e20522e907ec32","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.61,"augmentation_metadata":{"downscale_factor":0.682,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.029,"brightness_factor":0.852,"blur_sigma":0.219,"crop_applied":false,"camera_distance_factors":[0.983],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.75,"jpeg_quality":83,"documents":[{"rotation_deg":-0.647,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":989563266734931499,"difficulty":"medium","split":"train"}
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{"image":"images/607_001073.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"401515946\",\"ncf\":\"B0217934367\",\"fecha_comprobante\":\"20240907\",\"monto_facturado\":33631.50,\"itbis_facturado\":6053.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":39685.17}],\"ocr\":\"CAYENA FILMS\\nRNC EMISOR: 101763965\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION BOSQUES FRIOS DE LA REPUBLICA\\nRNC CLIENTE: 401515946\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0217934367\\nFACTURA NO.: 8328598\\nAUTORIZACION: 592263974\\nTELEFONO: 809-862-9842\\nFECHA: 07/09/2024  HORA: 15:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES   33,631.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       33,631.50\\nITBIS 18% RD$       6,053.67\\nTOTAL RD$          39,685.17\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 8630297\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 45301703\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nOK\"}","template_ids":[11],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["101763965"],"invoice_ids":["inv_b64af227c12265f071c4"],"observation_id":"obs_0ac47ddfed26d0b78c28","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.847,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.624,"brightness_factor":1.051,"blur_sigma":0.391,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.41,"jpeg_quality":90,"documents":[{"rotation_deg":-0.831,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3945870706133086668,"difficulty":"medium","split":"train"}
{"image":"images/606_001074.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430040908\",\"ncf\":\"B0249749811\",\"fecha_comprobante\":\"20240828\",\"monto_facturado_servicios\":1928.00,\"monto_facturado_bienes\":11528.00,\"itbis_facturado\":2422.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"DIRECCION MUNICIPAL DE SALUD SANTO DOMINGO\\nDIRECCION MUNICIPAL DE SALUD SANTO DOMINGO\\nOESTE\\nRNC EMISOR: 430040908\\nCLIENTE: GENESIS ARANZA DIAZ FAMILIA\\nRNC CLIENTE: 22700022829\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0249749811\\nFACTURA NO.: 6981754\\nAUTORIZACION: 261497738\\nTELEFONO: 809-945-3230\\nFECHA: 28/08/2024  HORA: 09:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,928.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,780.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,418.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,330.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,456.00\\nITBIS 18% RD$       2,422.08\\nTOTAL RD$          15,878.08\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9475659\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430040908"],"invoice_ids":["inv_77c843299b1973b121d7"],"observation_id":"obs_4805c44e59416f9b487e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.1,"augmentation_metadata":{"downscale_factor":0.688,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.95,"brightness_factor":0.895,"blur_sigma":0.428,"crop_applied":false,"camera_distance_factors":[0.903],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.31,"jpeg_quality":83,"documents":[{"rotation_deg":-0.951,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8964521098072196309,"difficulty":"medium","split":"train"}
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{"image":"images/607_001077.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05401493472\",\"ncf\":\"E316666829310\",\"fecha_comprobante\":\"20250606\",\"monto_facturado\":1126.96,\"itbis_facturado\":161.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1288.41,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAMON LEDESMA PIÑA\\nRNC EMISOR: 01700249624\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIGUEL DANIEL CUELLO DE LOS SANTOS\\nRNC CLIENTE: 05401493472\\nFACTURA DE CREDITO FISCAL\\nNCF E316666829310\\nFACTURA NO.: 6863743\\nAUTORIZACION: 808556263\\nTELEFONO: 809-309-4872\\nFECHA: 06/06/2025  HORA: 13:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  LIBRA     AZUCAR CREMA LIBRA             230.00\\n    4  UNIDAD    DETERGENTE EN POLVO            651.96\\n    5  UNIDAD    AGUA PURIFICADA 20 OZ          245.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,126.96\\nIMPUESTO ITBIS RD$         161.45\\nTOTAL RD$           1,288.41\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7414232\\nGRACIAS POR SU COMPRA\\nRLP\"}","template_ids":[2],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["01700249624"],"invoice_ids":["inv_0e2de82f3c8b06495820"],"observation_id":"obs_93a9b9df19491faef153","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.97,"augmentation_metadata":{"downscale_factor":0.802,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":1.084,"brightness_factor":0.855,"blur_sigma":0.21,"crop_applied":false,"camera_distance_factors":[0.922],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.05,"jpeg_quality":87,"documents":[{"rotation_deg":1.782,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RLP"}]},"num_invoices":1,"seed":7474021433428000923,"difficulty":"medium","split":"train"}
{"image":"images/606_001078.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132294181\",\"ncf\":\"B0147090529\",\"fecha_comprobante\":\"20241104\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13240.00,\"itbis_facturado\":2383.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CONTRENAN INVESTMENT\\nCONTRENAN INVESTMENT SRL\\nRNC EMISOR: 132294181\\nCLIENTE: JOMASACA MOTORS S A\\nRNC CLIENTE: 101529822\\nFACTURA DE CREDITO FISCAL\\nNCF: B0147090529\\nFACTURA NO.: 3457068\\nAUTORIZACION: 139848394\\nTELEFONO: 809-411-2661\\nFECHA: 04/11/2024  HORA: 16:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,226.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,906.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,108.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,240.00\\nIMPUESTO ITBIS RD$       2,383.20\\nTOTAL RD$          15,623.20\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9817631\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 33218640\\nRevisado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132294181"],"invoice_ids":["inv_f39e2538c3ffe728857d"],"observation_id":"obs_95b8dcace9997f40e450","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":8.79,"augmentation_metadata":{"downscale_factor":0.977,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.96,"brightness_factor":1.03,"blur_sigma":0.195,"crop_applied":true,"camera_distance_factors":[0.931],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.79,"jpeg_quality":90,"documents":[{"rotation_deg":-1.579,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10723624988452059476,"difficulty":"light","split":"train"}
{"image":"images/607_001079.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130732061\",\"ncf\":\"E316394351481\",\"fecha_comprobante\":\"20250429\",\"monto_facturado\":40144.00,\"itbis_facturado\":7225.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":47369.92,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MADELINE VILLANUEVA BEAUTY SALON\\nRNC EMISOR: 40215000874\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIALIZADORA GUZMAN & OTANO SRL\\nRNC CLIENTE: 130732061\\nFACTURA DE CREDITO FISCAL\\nNCF: E316394351481\\nFACTURA NO.: 3360691\\nAUTORIZACION: 976472056\\nTELEFONO: 809-827-2117\\nFECHA: 29/04/2025  HORA: 12:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS    40,144.00\\n----------------------------------------------\\nSUBTOTAL RD$       40,144.00\\nIMPUESTO ITBIS RD$       7,225.92\\nTOTAL RD$          47,369.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 374424\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 94485393\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nOK\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40215000874"],"invoice_ids":["inv_a0e6c2d92922b4ead558"],"observation_id":"obs_b43beab0cd970e850628","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.29,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.902,"brightness_factor":1.007,"blur_sigma":0.255,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.06,"jpeg_quality":96,"documents":[{"rotation_deg":-0.995,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15753253831164100279,"difficulty":"light","split":"train"}
{"image":"images/606_001080.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130453764\",\"ncf\":\"E319033073966\",\"fecha_comprobante\":\"20240101\",\"monto_facturado_servicios\":1230.00,\"monto_facturado_bienes\":12208.00,\"itbis_facturado\":2418.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":78.26,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GRUPO BELLAMAR S A\\nGRUPO BELLAMAR S A\\nRNC EMISOR: 130453764\\nCLIENTE: YOKATY MERCEDES\\nRNC CLIENTE: 22300475278\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319033073966\\nFACTURA NO.: 9511229\\nAUTORIZACION: 313551449\\nTELEFONO: 809-819-2604\\nFECHA: 01/01/2024  HORA: 17:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   4,680.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,230.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,528.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,438.00\\nITBIS RD$       2,418.84\\nOTROS IMPUESTOS RD$      78.26\\nTOTAL RD$          15,935.10\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7691477\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 79584705\\nRECIBIDO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130453764"],"invoice_ids":["inv_ed6d439d0969dde9a553"],"observation_id":"obs_37c802c315700e4b970f","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.29,"augmentation_metadata":{"downscale_factor":0.726,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.725,"brightness_factor":1.051,"blur_sigma":0.537,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.86,"jpeg_quality":77,"documents":[{"rotation_deg":0.808,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13772993600873800381,"difficulty":"hard","split":"train"}
{"image":"images/607_001081.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131117198\",\"ncf\":\"E322698213506\",\"fecha_comprobante\":\"20250428\",\"monto_facturado\":48220.50,\"itbis_facturado\":8679.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":56900.19,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"2K TRADING\\nRNC EMISOR: 131350781\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DREMPORIUM SRL\\nRNC CLIENTE: 131117198\\nFACTURA DE CREDITO FISCAL\\nNCF: E322698213506\\nFACTURA NO.: 3477241\\nAUTORIZACION: 703761319\\nTELEFONO: 809-809-2922\\nFECHA: 28/04/2025  HORA: 09:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    UNIFORME EMPRESARIAL        22,490.00\\n    5  UNIDAD    CAMISA DE VESTIR            13,575.00\\n    3  UNIDAD    CALZADO CASUAL              10,147.50\\n    4  SERVICIO  AJUSTE Y CONFECCION          2,008.00\\n----------------------------------------------\\nSUB-TOTAL RD$       48,220.50\\nITBIS RD$       8,679.69\\nTOTAL RD$          56,900.19\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4027155\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 85281157\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["131350781"],"invoice_ids":["inv_521097a3e6f9a8ac9c5d"],"observation_id":"obs_eeea1f8c85218760f761","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.019,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":27.88,"jpeg_quality":95,"documents":[{"rotation_deg":0.119,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1435058763547433282,"difficulty":"clean","split":"train"}
{"image":"images/606_001082.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101690755\",\"ncf\":\"E451671846760\",\"fecha_comprobante\":\"20251224\",\"monto_facturado_servicios\":5940.00,\"monto_facturado_bienes\":11716.00,\"itbis_facturado\":3178.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":22.50,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00116660150\",\"ncf\":\"E445871592512\",\"fecha_comprobante\":\"20240122\",\"monto_facturado_servicios\":90000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132083709\",\"ncf\":\"B0282688453\",\"fecha_comprobante\":\"20250602\",\"monto_facturado_servicios\":19020.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3423.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"COMERCIALIZADORA S & S S A\\nCOMERCIALIZADORA S & S S A\\nRNC EMISOR: 101690755\\nCLIENTE: CONCECA SRL\\nRNC CLIENTE: 131550134\\nFACTURA DE CREDITO FISCAL\\nNCF E451671846760\\nFACTURA NO.: 1515729\\nAUTORIZACION: 32854532\\nTELEFONO: 809-231-4350\\nFECHA: 24/12/2025  HORA: 19:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   5,940.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,120.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,338.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,840.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,418.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,656.00\\nITBIS RD$       3,178.08\\nOTROS IMPUESTOS RD$      22.50\\nTOTAL RD$          20,856.58\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1620942\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 59000575\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nJUAN CARLOS GUZMAN RODRIGUEZ\\nJUAN CARLOS GUZMAN RODRIGUEZ\\nRNC: 00116660150\\nCLIENTE: BLASSOLAR EIRL\\nRNC CLIENTE: 131733549\\nFACTURA DE CREDITO FISCAL\\nNCF E445871592512\\nFACTURA NO.: 1059002\\nAUTORIZACION: 470255708\\nTELEFONO: 809-511-6103\\nFECHA: 22/01/2024  HORA: 08:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  90,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       90,000.00\\nIMPUESTO ITBIS RD$      16,200.00\\nTOTAL RD$         106,200.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9502199\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nOCTANO RENT A CAR\\nOCTANO RENT A CAR SRL\\nRNC 132083709\\nCLIENTE: HAPPY PUPPY ENTRETAINMENT SRL\\nRNC CLIENTE: 130703353\\nFACTURA DE CREDITO FISCAL\\nNCF B0282688453\\nFACTURA NO.: 1574893\\nAUTORIZACION: 806799503\\nTELEFONO: 809-411-3087\\nFECHA: 02/06/2025  HORA: 09:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  VIAJE     SERVICIO DE MENSAJERIA\\n                                   6,360.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                  12,660.95\\n-------------------------------------------\\nSUBTOTAL RD$       19,020.95\\nITBIS RD$       3,423.77\\nTOTAL RD$          22,444.72\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 7413852\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_001083.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132803949\",\"ncf\":\"E329765240922\",\"fecha_comprobante\":\"20250722\",\"monto_facturado\":10000.00,\"itbis_facturado\":1800.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":1000.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":12800.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CARLOS RAFAEL NUÑEZ MARTES\\nRNC EMISOR: 02500240540\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO CABREJA CEPEDA SRL\\nRNC CLIENTE: 132803949\\nFACTURA DE CREDITO FISCAL\\nNCF E329765240922\\nFACTURA NO.: 5920171\\nAUTORIZACION: 678945595\\nTELEFONO: 809-351-2205\\nFECHA: 22/07/2025  HORA: 16:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  10,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,000.00\\nIMPUESTO ITBIS RD$       1,800.00\\nPROPINA LEGAL RD$     1,000.00\\nTOTAL RD$          12,800.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9230268\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 90753494\\nCRN\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["02500240540"],"invoice_ids":["inv_99f9604c6df1ca973795"],"observation_id":"obs_a97ffdc15bcb900a885f","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.38,"augmentation_metadata":{"downscale_factor":0.961,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.987,"brightness_factor":0.973,"blur_sigma":0.086,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.48,"jpeg_quality":96,"documents":[{"rotation_deg":-0.553,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CRN"}]},"num_invoices":1,"seed":867079871050484001,"difficulty":"light","split":"train"}
{"image":"images/606_001084.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132225406\",\"ncf\":\"E445411329204\",\"fecha_comprobante\":\"20240516\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2345.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MINI MARKET PUJOLS\\nMINI MARKET PUJOLS SRL\\nRNC: 132225406\\nCLIENTE: MANUEL RAMOS NUÑEZ\\nRNC CLIENTE: 03104661834\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445411329204\\nFACTURA NO.: 2587140\\nAUTORIZACION: 92975955\\nTELEFONO: 809-980-3227\\nFECHA: 16/05/2024  HORA: 11:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,345.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,345.00\\nITBIS RD$           0.00\\nTOTAL RD$           2,345.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2496946\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 53016172\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132225406"],"invoice_ids":["inv_10e26c40170cc3eb33a2"],"observation_id":"obs_61d0afec2e951e81e2f8","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":10.83,"augmentation_metadata":{"downscale_factor":0.792,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.778,"brightness_factor":1.019,"blur_sigma":0.499,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.88,"jpeg_quality":84,"documents":[{"rotation_deg":0.331,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15517694253694595285,"difficulty":"hard","split":"train"}
{"image":"images/607_001085.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04500082898\",\"ncf\":\"E320124606527\",\"fecha_comprobante\":\"20240223\",\"monto_facturado\":18255.30,\"itbis_facturado\":3285.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10275.11,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11266.14,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELVIS BELTRAND ESTEVEZ OLUTION\\nRNC EMISOR: 132452887\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RUBEN PIMENTEL\\nRNC CLIENTE: 04500082898\\nFACTURA DE CREDITO FISCAL\\nNCF E320124606527\\nFACTURA NO.: 8852495\\nAUTORIZACION: 743349479\\nTELEFONO: 809-505-7241\\nFECHA: 23/02/2024  HORA: 20:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,601.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   2,463.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   8,525.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,414.50\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,251.80\\n-------------------------------------------\\nBASE IMPONIBLE RD$       18,255.30\\nITBIS 18% RD$       3,285.95\\nTOTAL RD$          21,541.25\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4469301\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132452887"],"invoice_ids":["inv_e5d2356bb55306083ea9"],"observation_id":"obs_aabe8d4a8922df141312","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.69,"augmentation_metadata":{"downscale_factor":0.619,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.9,"brightness_factor":0.923,"blur_sigma":0.375,"crop_applied":false,"camera_distance_factors":[0.894],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.3,"jpeg_quality":88,"documents":[{"rotation_deg":2.813,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5070336890468468874,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 36732074\\nBOI\\nVerificado\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA DESMAN\\nRNC EMISOR: 130949621\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISEÑOS E INGENIERIA H MIRABAL SRL\\nRNC CLIENTE: 131262732\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443922727624\\nFACTURA NO.: 4503839\\nAUTORIZACION: 757556859\\nTELEFONO: 809-722-5367\\nFECHA: 03/10/2025  HORA: 15:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA           6,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$        6,000.00\\nITBIS RD$       1,080.00\\nTOTAL RD$           7,080.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5796654\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 32150741\\nDETALLE DE SERVICIOS\"}","template_ids":[10,2,4],"business_categories":["comercio_general","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130169276","132273958","130949621"],"invoice_ids":["inv_211f96c69dd050c7e4f9","inv_2e7ec6ddf2072c76069e","inv_235311a1b2c605528b65"],"observation_id":"obs_6ac9886a5866de16cda1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.039,"brightness_factor":1.026,"blur_sigma":0.029,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":30.02,"jpeg_quality":94,"documents":[{"rotation_deg":-0.413,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.262,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.231,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"BOI"},{"kind":"none","text":""}]},"num_invoices":3,"seed":2687634117591174885,"difficulty":"hard","split":"train"}
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{"image":"images/607_001095.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101120916\",\"ncf\":\"B1413818570\",\"fecha_comprobante\":\"20251124\",\"monto_facturado\":3442.75,\"itbis_facturado\":619.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":4062.45,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02800738656\",\"ncf\":\"B1461169850\",\"fecha_comprobante\":\"20251102\",\"monto_facturado\":99500.00,\"itbis_facturado\":17910.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":117410.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133431769\",\"ncf\":\"B1414902434\",\"fecha_comprobante\":\"20250112\",\"monto_facturado\":5396.75,\"itbis_facturado\":971.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":6368.17,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BRINIO ROBERTO BATISTA MONTERO\\nRNC EMISOR: 00115171977\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOBANNA PELUQUERIA C POR A\\nRNC CLIENTE: 101120916\\nFACTURA DE CREDITO FISCAL\\nNCF: B1413818570\\nFACTURA NO.: 1131032\\nAUTORIZACION: 338709752\\nTELEFONO: 809-298-4392\\nFECHA: 24/11/2025  HORA: 14:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,708.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,734.75\\n-------------------------------------------\\nSUB-TOTAL RD$        3,442.75\\nIMPUESTO ITBIS RD$         619.70\\nTOTAL RD$           4,062.45\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1394026\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 93227098\\nBRB\\n\\n--- FACTURA ---\\n\\nASOCIACION DE CICLISMO DE LA PROVINCIA DE \\nRNC EMISOR: 430446602\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDUARDO ANTONIO SANTANA\\nRNC CLIENTE: 02800738656\\nFACTURA DE CREDITO FISCAL\\nNCF B1461169850\\nFACTURA NO.: 4422462\\nAUTORIZACION: 210262208\\nTELEFONO: 809-453-7327\\nFECHA: 02/11/2025  HORA: 11:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         77,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      22,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       99,500.00\\nIMPUESTO ITBIS RD$      17,910.00\\nTOTAL RD$         117,410.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 155098\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nFLORISTERIA EVELYN FLORS\\nRNC EMISOR: 03400122945\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MGN INGENIERIA Y CONSULTORIA SRL\\nRNC CLIENTE: 133431769\\nFACTURA DE CREDITO FISCAL\\nNCF: B1414902434\\nFACTURA NO.: 8097213\\nAUTORIZACION: 701613783\\nTELEFONO: 809-201-1525\\nFECHA: 12/01/2025  HORA: 12:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,359.80\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,612.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     424.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,396.75\\nITBIS RD$         971.42\\nTOTAL RD$           6,368.17\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5177316\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_001102.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00300162542\",\"ncf\":\"B1400086180\",\"fecha_comprobante\":\"20251029\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8623.50,\"itbis_facturado\":1552.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"03400414946\",\"ncf\":\"B1588513463\",\"fecha_comprobante\":\"20241210\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":328.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"JOYERIA TAKACUBI\\nMANOLO BAEZ ENCARNACION\\nRNC EMISOR: 00300162542\\nCLIENTE: CONTABILIA EIRL\\nRNC CLIENTE: 132216903\\nFACTURA DE CREDITO FISCAL\\nNCF B1400086180\\nFACTURA NO.: 5150075\\nAUTORIZACION: 128473858\\nTELEFONO: 809-885-5071\\nFECHA: 29/10/2025  HORA: 13:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,345.00\\n    5  UNIDAD    MATERIAL DE OFICINA          3,042.50\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,236.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,623.50\\nIMPUESTO ITBIS RD$       1,552.23\\nTOTAL RD$          10,175.73\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3373194\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 31091996\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nJOSE LUIS MARTINEZ PEÑA\\nJOSE LUIS MARTINEZ PEÑA\\nRNC EMISOR: 03400414946\\nCLIENTE: FUNDACION DE ARTE MAYOBANEX VARGAS\\nRNC CLIENTE: 430247855\\nFACTURA DE CREDITO FISCAL\\nNCF: B1588513463\\nFACTURA NO.: 7977619\\nAUTORIZACION: 456673392\\nTELEFONO: 809-384-8296\\nFECHA: 10/12/2024  HORA: 13:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    HABICHUELAS 800 G\\n                                     181.00\\n    1  UNIDAD    REFRESCO 2.5 LITROS\\n                                     147.00\\n-------------------------------------------\\nSUBTOTAL RD$          328.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             328.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4923007\\nGRACIAS POR SU COMPRA\"}","template_ids":[10,5],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00300162542","03400414946"],"invoice_ids":["inv_7f1e3bfd24d1e43beff8","inv_ab1e2b4377712eb068e1"],"observation_id":"obs_ed71bc7ab0a90df5012b","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.94,"brightness_factor":0.982,"blur_sigma":0.153,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":32.87,"jpeg_quality":91,"documents":[{"rotation_deg":-0.41,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.206,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16483260527992771177,"difficulty":"medium","split":"test"}
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{"image":"images/607_001109.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03100820400\",\"ncf\":\"E321030653685\",\"fecha_comprobante\":\"20250725\",\"monto_facturado\":32979.50,\"itbis_facturado\":5936.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":38915.81,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133517566\",\"ncf\":\"E451557219268\",\"fecha_comprobante\":\"20240209\",\"monto_facturado\":28220.00,\"itbis_facturado\":5079.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":33299.60,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133681722\",\"ncf\":\"B0254107396\",\"fecha_comprobante\":\"20240825\",\"monto_facturado\":1996.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1996.45,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DISPLAS\\nRNC EMISOR: 101546182\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JULIA RODRIGUEZ RODRIGUEZ\\nRNC CLIENTE: 03100820400\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321030653685\\nFACTURA NO.: 2311723\\nAUTORIZACION: 251350494\\nTELEFONO: 809-880-3881\\nFECHA: 25/07/2025  HORA: 19:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     721.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,194.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,064.00\\n-------------------------------------------\\nSUB-TOTAL RD$       32,979.50\\nITBIS 18% RD$       5,936.31\\nTOTAL RD$          38,915.81\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5530816\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 62726540\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPEDRO NUNEZ AUTO IMPORT\\nRNC EMISOR: 00102925724\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MINIMARKET BURGOS SALAZAR SRL\\nRNC CLIENTE: 133517566\\nFACTURA DE CREDITO FISCAL\\nNCF E451557219268\\nFACTURA NO.: 9037283\\nAUTORIZACION: 316367962\\nTELEFONO: 809-234-9812\\nFECHA: 09/02/2024  HORA: 11:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    BATERIA AUTOMOTRIZ          28,220.00\\n----------------------------------------------\\nSUBTOTAL RD$       28,220.00\\nITBIS 18% RD$       5,079.60\\nTOTAL RD$          33,299.60\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4065448\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nINFINITY NIGHT CLUB\\nRNC EMISOR: 132995279\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPULSO MEDRANO GONZALEZ SRL\\nRNC CLIENTE: 133681722\\nFACTURA DE CREDITO FISCAL\\nNCF B0254107396\\nFACTURA NO.: 4486850\\nAUTORIZACION: 661419996\\nTELEFONO: 809-846-1894\\nFECHA: 25/08/2024  HORA: 17:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REFRESCO 2.5 LITROS            447.00\\n    3  UNIDAD    JUGO ENVASADO 1 LITRO          459.00\\n    3  UNIDAD    DETERGENTE EN POLVO            397.50\\n    4  LITRO     LECHE UHT 1 LITRO              456.00\\n    1  UNIDAD    PAPEL HIGIENICO 4 ROLLOS       236.95\\n----------------------------------------------\\nSUB-TOTAL RD$        1,996.45\\nITBIS RD$           0.00\\nTOTAL RD$           1,996.45\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3803570\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 38746132\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,3,6],"business_categories":["comercio_general","automotriz","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101546182","00102925724","132995279"],"invoice_ids":["inv_465bd528ca74d67aa65f","inv_7bb0513c298c33c28786","inv_ff3041af5195ab5eeca5"],"observation_id":"obs_66a1d416a5eae7631938","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.0,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.14,"jpeg_quality":98,"documents":[{"rotation_deg":-0.113,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.082,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.085,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17823341633709854471,"difficulty":"hard","split":"train"}
{"image":"images/606_001110.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130421082\",\"ncf\":\"E316610225315\",\"fecha_comprobante\":\"20240306\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":38060.77,\"itbis_facturado\":6850.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INVERSIONES VILLARICA S A\\nINVERSIONES VILLARICA S A\\nRNC: 130421082\\nCLIENTE: RAFAEL EMILIO CASTILLO DUME\\nRNC CLIENTE: 00101676427\\nFACTURA DE CREDITO FISCAL\\nNCF E316610225315\\nFACTURA NO.: 2902289\\nAUTORIZACION: 338542298\\nTELEFONO: 809-517-1798\\nFECHA: 06/03/2024  HORA: 15:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,038.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,038.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,350.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,578.85\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,054.97\\n-------------------------------------------\\nSUBTOTAL RD$       38,060.77\\nITBIS 18% RD$       6,850.94\\nTOTAL RD$          44,911.71\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3808938\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 27607133\\nIVS\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130421082"],"invoice_ids":["inv_b42f951ef59ddd9d3b2a"],"observation_id":"obs_ab12021a34f3f83f6235","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.81,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.002,"brightness_factor":0.98,"blur_sigma":0.069,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.05,"jpeg_quality":91,"documents":[{"rotation_deg":0.016,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IVS"}]},"num_invoices":1,"seed":512094454229414510,"difficulty":"light","split":"train"}
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{"image":"images/607_001123.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101667024\",\"ncf\":\"B1436274137\",\"fecha_comprobante\":\"20240626\",\"monto_facturado\":174765.00,\"itbis_facturado\":31457.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":206222.70,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AEROJET\\nRNC EMISOR: 130678464\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGELA REINA RODRIGUEZ PEREZ\\nRNC CLIENTE: 03101667024\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1436274137\\nFACTURA NO.: 4366784\\nAUTORIZACION: 458321454\\nTELEFONO: 809-814-5554\\nFECHA: 26/06/2024  HORA: 20:00\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n   21  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 30,765.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 20,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                 57,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                                 39,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                                 28,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      174,765.00\\nIMPUESTO ITBIS RD$      31,457.70\\nTOTAL RD$         206,222.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8536448\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 21597837\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130678464"],"invoice_ids":["inv_92c626540e23b5cc9882"],"observation_id":"obs_82bbc81482e502f13877","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.956,"brightness_factor":0.976,"blur_sigma":0.022,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.1,"jpeg_quality":92,"documents":[{"rotation_deg":-0.068,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":21379166210156374,"difficulty":"light","split":"train"}
{"image":"images/606_001124.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07100537542\",\"ncf\":\"B1476696486\",\"fecha_comprobante\":\"20250806\",\"monto_facturado_servicios\":183500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33030.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430441742\",\"ncf\":\"E455726561139\",\"fecha_comprobante\":\"20240327\",\"monto_facturado_servicios\":98000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17640.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"GILBERT ANDRES DE LA CRUZ ALCANTARA\\nGILBERT ANDRES DE LA CRUZ ALCANTARA\\nRNC: 07100537542\\nCLIENTE: RUBI DARIO THOMAS\\nRNC CLIENTE: 06100165650\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1476696486\\nFACTURA NO.: 2212220\\nAUTORIZACION: 825158882\\nTELEFONO: 809-675-3529\\nFECHA: 06/08/2025  HORA: 19:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,500.00\\n    1  PROYECTO  DISENO DE PLANOS           120,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   23,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   13,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      183,500.00\\nITBIS RD$      33,030.00\\nTOTAL RD$         216,530.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 962118\\nGRACIAS POR SU COMPRA\\nCOPIA\\n\\n--- FACTURA ---\\n\\nIGLESIA REFUGIO DE AMOR. SALMOS 46:1\\nIGLESIA REFUGIO DE AMOR. SALMOS 46:1\\nRNC EMISOR: 430441742\\nCLIENTE: KELSUG COMUNICACIONES SRL\\nRNC CLIENTE: 132064471\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455726561139\\nFACTURA NO.: 4099900\\nAUTORIZACION: 665218614\\nTELEFONO: 809-796-8670\\nFECHA: 27/03/2024  HORA: 20:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    55,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,500.00\\n    1  VISITA    INSPECCION TECNICA          22,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    8,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       98,000.00\\nITBIS RD$      17,640.00\\nTOTAL RD$         115,640.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 6150834\\nGRACIAS POR SU COMPRA\\nRevisado\"}","template_ids":[3,2],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07100537542","430441742"],"invoice_ids":["inv_c4d1cd421e4eb68fdaf1","inv_493b1a1ac6e61a29842c"],"observation_id":"obs_a83765eb319de0a2c904","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.59,"augmentation_metadata":{"downscale_factor":0.869,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.029,"brightness_factor":1.066,"blur_sigma":0.372,"crop_applied":false,"camera_distance_factors":[0.911,0.97],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":22.96,"jpeg_quality":94,"documents":[{"rotation_deg":0.782,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.473,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":8504348469596942450,"difficulty":"medium","split":"train"}
{"image":"images/607_001125.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05100029346\",\"ncf\":\"E454011838473\",\"fecha_comprobante\":\"20240305\",\"monto_facturado\":22440.00,\"itbis_facturado\":4039.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17519.89,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8959.31,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03101537284\",\"ncf\":\"B0124012328\",\"fecha_comprobante\":\"20241207\",\"monto_facturado\":42756.00,\"itbis_facturado\":7696.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17316.57,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":33135.51,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUPASA EXPORT & IMPORT SRL\\nRNC EMISOR: 101785373\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTIAGO AGENOR CAMILO ESCOTO\\nRNC CLIENTE: 05100029346\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454011838473\\nFACTURA NO.: 3355153\\nAUTORIZACION: 26051008\\nTELEFONO: 809-379-1874\\nFECHA: 05/03/2024  HORA: 18:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,516.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,694.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     852.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     870.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  15,508.00\\n-------------------------------------------\\nSUBTOTAL RD$       22,440.00\\nIMPUESTO ITBIS RD$       4,039.20\\nTOTAL RD$          26,479.20\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6347783\\nGRACIAS POR SU COMPRA\\nJEI\\n\\n--- FACTURA ---\\n\\nLIRIANO GONZALEZ SOLUCIONES ELECTRICAS\\nRNC EMISOR: 132962834\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELVIS EMILIO GARCIA GOMEZ\\nRNC CLIENTE: 03101537284\\nFACTURA DE CREDITO FISCAL\\nNCF: B0124012328\\nFACTURA NO.: 8281321\\nAUTORIZACION: 828626034\\nTELEFONO: 809-982-2840\\nFECHA: 07/12/2024  HORA: 17:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   1,850.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  27,960.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                     766.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,180.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       42,756.00\\nITBIS 18% RD$       7,696.08\\nTOTAL RD$          50,452.08\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5423604\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 62528530\\nVerificado\"}","template_ids":[0,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101785373","132962834"],"invoice_ids":["inv_a40ddac59570acb751d7","inv_fc090ae6db39b3bad3fe"],"observation_id":"obs_96b920373bf6ec61a950","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":6.85,"augmentation_metadata":{"downscale_factor":0.619,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.636,"brightness_factor":1.121,"blur_sigma":0.318,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.07,"jpeg_quality":78,"documents":[{"rotation_deg":1.665,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":1.495,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JEI"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6103224806335148165,"difficulty":"hard","split":"validation"}
{"image":"images/606_001126.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131283047\",\"ncf\":\"E325385714693\",\"fecha_comprobante\":\"20241013\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":26092.85,\"itbis_facturado\":4696.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"DSL SERVICIOS MULTIPLES\\nDSL SERVICIOS MULTIPLES SRL\\nRNC EMISOR: 131283047\\nCLIENTE: INVERSIONES SAMAX SRL\\nRNC CLIENTE: 131991378\\nFACTURA DE CREDITO FISCAL\\nNCF: E325385714693\\nFACTURA NO.: 3727903\\nAUTORIZACION: 955568147\\nTELEFONO: 809-662-8355\\nFECHA: 13/10/2024  HORA: 15:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,995.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,181.85\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,902.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,014.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,092.85\\nITBIS RD$       4,696.71\\nTOTAL RD$          30,789.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6485862\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 87790933\\nDSM\\nPagado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131283047"],"invoice_ids":["inv_033ce9e92b837aa41d49"],"observation_id":"obs_5bbd024c906e98d2c1ea","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.48,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.969,"brightness_factor":1.028,"blur_sigma":0.112,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.63,"jpeg_quality":92,"documents":[{"rotation_deg":0.213,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DSM"}]},"num_invoices":1,"seed":17844280305653530653,"difficulty":"light","split":"train"}
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{"image":"images/607_001131.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03103151985\",\"ncf\":\"E310279354759\",\"fecha_comprobante\":\"20240419\",\"monto_facturado\":13687.95,\"itbis_facturado\":2463.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":16151.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OCEAN AIRWAYS DOMINICANA C POR A\\nRNC EMISOR: 130299331\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DULCE ESPERANZA TAVAREZ HILARIO\\nRNC CLIENTE: 03103151985\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310279354759\\nFACTURA NO.: 4642048\\nAUTORIZACION: 604189621\\nTELEFONO: 809-791-6583\\nFECHA: 19/04/2024  HORA: 16:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         100.95\\n    3  SERVICIO  ALQUILER DE VEHICULO        13,587.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,687.95\\nITBIS 18% RD$       2,463.83\\nTOTAL RD$          16,151.78\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7783087\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 23129753\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nCopia cliente\"}","template_ids":[10],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["130299331"],"invoice_ids":["inv_df40539fca7ab127c541"],"observation_id":"obs_b6da93a55c14394f0847","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.747,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.775,"brightness_factor":1.001,"blur_sigma":0.554,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.81,"jpeg_quality":85,"documents":[{"rotation_deg":-0.456,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1668568605424250552,"difficulty":"hard","split":"train"}
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{"image":"images/607_001133.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22300375890\",\"ncf\":\"B1525074845\",\"fecha_comprobante\":\"20251119\",\"monto_facturado\":247500.00,\"itbis_facturado\":44550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":292050.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130881715\",\"ncf\":\"E459071422104\",\"fecha_comprobante\":\"20250605\",\"monto_facturado\":6956.35,\"itbis_facturado\":1252.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":8208.49}],\"ocr\":\"PRESTAMOS LOS 3 SOCIOS\\nRNC EMISOR: 132053141\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEX MANUEL SUAREZ ROSARIO\\nRNC CLIENTE: 22300375890\\nFACTURA DE CREDITO FISCAL\\nNCF: B1525074845\\nFACTURA NO.: 6872032\\nAUTORIZACION: 604374120\\nTELEFONO: 809-229-8335\\nFECHA: 19/11/2025  HORA: 17:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   27,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      122,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    29,000.00\\n    1  CASO      REPRESENTACION LEGAL        53,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      247,500.00\\nITBIS RD$      44,550.00\\nTOTAL RD$         292,050.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 129260\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 15294949\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGREATBAY DOMINICAN\\nRNC EMISOR: 130362556\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RG6 BEST DOMINICAN FRUIT SRL\\nRNC CLIENTE: 130881715\\nFACTURA DE CREDITO FISCAL\\nNCF: E459071422104\\nFACTURA NO.: 6382265\\nAUTORIZACION: 832841527\\nTELEFONO: 809-828-1124\\nFECHA: 05/06/2025  HORA: 20:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,296.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,415.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,099.85\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,145.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,956.35\\nITBIS RD$       1,252.14\\nTOTAL RD$           8,208.49\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 7439894\\nGRACIAS POR SU COMPRA\\nGD\"}","template_ids":[4,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132053141","130362556"],"invoice_ids":["inv_7acefec56cf1e96ad004","inv_429a94202949bb50e14a"],"observation_id":"obs_11868612ad5a38986343","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.991,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.45,"jpeg_quality":96,"documents":[{"rotation_deg":0.135,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.1,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"GD"}]},"num_invoices":2,"seed":8381497996714869926,"difficulty":"medium","split":"train"}
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{"image":"images/606_001136.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131262708\",\"ncf\":\"E443995831713\",\"fecha_comprobante\":\"20241127\",\"monto_facturado_servicios\":852062.75,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"YARABEL INMOBILIARIA\\nYARABEL INMOBILIARIA SRL\\nRNC: 131262708\\nCLIENTE: ARQUIEBA SRL\\nRNC CLIENTE: 130978085\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443995831713\\nFACTURA NO.: 8184936\\nAUTORIZACION: 170983099\\nTELEFONO: 809-523-6533\\nFECHA: 27/11/2024  HORA: 17:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,827.00\\n    1  SERVICIO  COMISION INMOBILIARIA      114,410.00\\n    5  MES       ALQUILER DE LOCAL          680,204.75\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   18,219.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   25,402.00\\n----------------------------------------------\\nSUBTOTAL RD$      852,062.75\\nITBIS 18% RD$           0.00\\nTOTAL RD$         852,062.75\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5187733\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 96618649\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131262708"],"invoice_ids":["inv_364684a1fe3df7b5ad0c"],"observation_id":"obs_f0cb92893861112ceff6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.976,"brightness_factor":1.003,"blur_sigma":0.076,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.41,"jpeg_quality":91,"documents":[{"rotation_deg":-0.049,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12511376221232723659,"difficulty":"light","split":"validation"}
{"image":"images/607_001137.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05600779044\",\"ncf\":\"E316467282417\",\"fecha_comprobante\":\"20250102\",\"monto_facturado\":94500.00,\"itbis_facturado\":17010.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":111510.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"P S VIZCAINO & ASOCIADOS\\nRNC EMISOR: 130218765\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN JOSE FERREIRA BETANCES\\nRNC CLIENTE: 05600779044\\nFACTURA DE CREDITO FISCAL\\nNCF: E316467282417\\nFACTURA NO.: 5597670\\nAUTORIZACION: 627438093\\nTELEFONO: 809-861-7961\\nFECHA: 02/01/2025  HORA: 17:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            94,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       94,500.00\\nIMPUESTO ITBIS RD$      17,010.00\\nTOTAL RD$         111,510.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9355379\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130218765"],"invoice_ids":["inv_a5f4ddcd290cdc35a4be"],"observation_id":"obs_b034a39f677d13a8dda1","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.0,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.069,"brightness_factor":0.877,"blur_sigma":0.378,"crop_applied":false,"camera_distance_factors":[0.893],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.71,"jpeg_quality":88,"documents":[{"rotation_deg":0.051,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6862030140531027179,"difficulty":"light","split":"train"}
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{"image":"images/606_001140.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02800119212\",\"ncf\":\"B0255739159\",\"fecha_comprobante\":\"20240108\",\"monto_facturado_servicios\":107000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133183562\",\"ncf\":\"B0217948768\",\"fecha_comprobante\":\"20250629\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":43004.00,\"itbis_facturado\":7740.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"PERSONAL D ANIBAL GS\\nANIBAL CUEVAS SANTANA\\nRNC: 02800119212\\nCLIENTE: DE JADIZ BOUTIQUE SRL\\nRNC CLIENTE: 131813471\\nFACTURA DE CREDITO FISCAL\\nNCF: B0255739159\\nFACTURA NO.: 9295143\\nAUTORIZACION: 464980290\\nTELEFONO: 809-283-5168\\nFECHA: 08/01/2024  HORA: 17:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            91,000.00\\n    1  VISITA    INSPECCION TECNICA          16,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      107,000.00\\nIMPUESTO ITBIS RD$      19,260.00\\nTOTAL RD$         126,260.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1716914\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 52472365\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCENTRO DE CAMARA HIPERBARICA HIGUEY CCHH\\nCENTRO DE CAMARA HIPERBARICA HIGUEY CCHH\\nSRL\\nRNC 133183562\\nCLIENTE: NOEMI SEVERINOJOHNSON\\nRNC CLIENTE: 02601476373\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0217948768\\nFACTURA NO.: 5733392\\nAUTORIZACION: 764720786\\nTELEFONO: 809-881-3658\\nFECHA: 29/06/2025  HORA: 18:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   5,948.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  30,510.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,509.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,037.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       43,004.00\\nITBIS 18% RD$       7,740.72\\nTOTAL RD$          50,744.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6589370\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 27975517\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02800119212","133183562"],"invoice_ids":["inv_a32c9ed92b3531567929","inv_f1727bc6066edf6691d3"],"observation_id":"obs_32ad4261aeb80711a6e0","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.728,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.797,"brightness_factor":1.094,"blur_sigma":0.331,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.29,"jpeg_quality":91,"documents":[{"rotation_deg":0.951,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.09,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5961982249204082030,"difficulty":"medium","split":"train"}
{"image":"images/607_001141.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09400110913\",\"ncf\":\"B0129646859\",\"fecha_comprobante\":\"20250102\",\"monto_facturado\":157322.00,\"itbis_facturado\":28317.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":185639.96}],\"ocr\":\"PABLO ANTONIO VILLANUEVA GARCIA\\nRNC EMISOR: 00107618290\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOMINGO HIRALDO\\nRNC CLIENTE: 09400110913\\nFACTURA DE CREDITO FISCAL\\nNCF: B0129646859\\nFACTURA NO.: 2148005\\nAUTORIZACION: 291901307\\nTELEFONO: 809-874-7257\\nFECHA: 02/01/2025  HORA: 17:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          145,493.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   11,829.00\\n----------------------------------------------\\nSUB-TOTAL RD$      157,322.00\\nITBIS RD$      28,317.96\\nTOTAL RD$         185,639.96\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 7570063\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 95159462\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00107618290"],"invoice_ids":["inv_35f860d7222926e5b500"],"observation_id":"obs_c8e18e8253b96214cfa3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.013,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.46,"jpeg_quality":98,"documents":[{"rotation_deg":0.063,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":728157662444629740,"difficulty":"clean","split":"train"}
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{"image":"images/606_001144.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05400692165\",\"ncf\":\"B1547293298\",\"fecha_comprobante\":\"20240606\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2538.95,\"itbis_facturado\":457.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"02300294192\",\"ncf\":\"B0117115124\",\"fecha_comprobante\":\"20240627\",\"monto_facturado_servicios\":33105.45,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5958.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"OCTAVIO FRANCISCO TAVERAS SANTANA\\nOCTAVIO FRANCISCO TAVERAS SANTANA\\nRNC: 05400692165\\nCLIENTE: ISAF INVESTMENT SRL\\nRNC CLIENTE: 132717554\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1547293298\\nFACTURA NO.: 8341137\\nAUTORIZACION: 879688409\\nTELEFONO: 809-619-3130\\nFECHA: 06/06/2024  HORA: 10:17\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    SEMILLAS CERTIFICADAS\\n                                                  2,538.95\\n----------------------------------------------------------\\nSUB-TOTAL RD$        2,538.95\\nITBIS RD$         457.01\\nTOTAL RD$           2,995.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3138093\\nGRACIAS POR SU COMPRA\\nREVISADO\\n\\n--- FACTURA ---\\n\\nERNESTO FLORENTINO QUEZADA\\nERNESTO FLORENTINO QUEZADA\\nRNC 02300294192\\nCLIENTE: PAN NUESTRO SRL\\nRNC CLIENTE: 131011608\\nFACTURA DE CREDITO FISCAL\\nNCF B0117115124\\nFACTURA NO.: 7746797\\nAUTORIZACION: 793484435\\nTELEFONO: 809-373-2244\\nFECHA: 27/06/2024  HORA: 14:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     TRANSPORTE DE CARGA         12,124.00\\n    1  SERVICIO  GESTION LOGISTICA           12,579.95\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,685.00\\n    4  VIAJE     SERVICIO DE MENSAJERIA       5,082.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE       1,634.50\\n----------------------------------------------\\nSUB-TOTAL RD$       33,105.45\\nIMPUESTO ITBIS RD$       5,958.98\\nTOTAL RD$          39,064.43\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3882850\\nGRACIAS POR SU COMPRA\"}","template_ids":[9,3],"business_categories":["agricultura","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05400692165","02300294192"],"invoice_ids":["inv_a3659be13202489870d7","inv_c11d69327f3f55368033"],"observation_id":"obs_2927bcadb6796c58ecf1","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.9,"augmentation_metadata":{"downscale_factor":0.748,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.959,"brightness_factor":0.931,"blur_sigma":0.333,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":49.14,"jpeg_quality":81,"documents":[{"rotation_deg":-0.623,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.089,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1579180380805558619,"difficulty":"hard","split":"train"}
{"image":"images/607_001145.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06800177153\",\"ncf\":\"B1548465965\",\"fecha_comprobante\":\"20240820\",\"monto_facturado\":751260.96,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":751260.96,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101518014\",\"ncf\":\"B0288877904\",\"fecha_comprobante\":\"20240330\",\"monto_facturado\":6445.00,\"itbis_facturado\":1160.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":7605.10,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN ANDRES ARBONA SANCHEZ SANCHEZ\\nRNC EMISOR: 00101029700\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO RAMIREZ\\nRNC CLIENTE: 06800177153\\nFACTURA DE CREDITO FISCAL\\nNCF B1548465965\\nFACTURA NO.: 6777378\\nAUTORIZACION: 974084377\\nTELEFONO: 809-539-1557\\nFECHA: 20/08/2024  HORA: 14:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  15,088.00\\n    3  MES       ALQUILER DE LOCAL\\n                                 450,623.97\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  14,434.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  25,527.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 245,587.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$      751,260.96\\nITBIS RD$           0.00\\nTOTAL RD$         751,260.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9886671\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 51485284\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\\n\\n--- FACTURA ---\\n\\nHACIENDA LA ISABELLA ISAJULS\\nRNC EMISOR: 132957407\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ING ADALBERTO BREA R C POR A\\nRNC CLIENTE: 101518014\\nFACTURA DE CREDITO FISCAL\\nNCF B0288877904\\nFACTURA NO.: 9799700\\nAUTORIZACION: 73882012\\nTELEFONO: 809-815-6306\\nFECHA: 30/03/2024  HORA: 18:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,445.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        6,445.00\\nITBIS 18% RD$       1,160.10\\nTOTAL RD$           7,605.10\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7687976\\nGRACIAS POR SU COMPRA\\nHLI\\nRevisado\"}","template_ids":[1,5],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00101029700","132957407"],"invoice_ids":["inv_2a552060732308487a46","inv_085e78fe8a9acfcd4961"],"observation_id":"obs_f34646da55d8262f6865","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.23,"augmentation_metadata":{"downscale_factor":0.63,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.565,"brightness_factor":1.086,"blur_sigma":0.481,"crop_applied":true,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.5,"jpeg_quality":82,"documents":[{"rotation_deg":0.002,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.128,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"HLI"}]},"num_invoices":2,"seed":14348262038593735402,"difficulty":"hard","split":"validation"}
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{"image":"images/606_001160.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108009671\",\"ncf\":\"E320877200157\",\"fecha_comprobante\":\"20240929\",\"monto_facturado_servicios\":49185.00,\"monto_facturado_bienes\":900.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MARILYS YOLANDA DOTEL DIAZ\\nMARILYS YOLANDA DOTEL DIAZ\\nRNC EMISOR: 00108009671\\nCLIENTE: PEDRO ANTONIO BRETON ESCOTO\\nRNC CLIENTE: 03100707078\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E320877200157\\nFACTURA NO.: 1383708\\nAUTORIZACION: 837092104\\nTELEFONO: 809-686-1555\\nFECHA: 29/09/2024  HORA: 13:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CERTIFICACION\\n                                   2,151.00\\n    5  UNIDAD    CUADERNO 100 HOJAS\\n                                     900.00\\n    5  MES       MENSUALIDAD ACADEMICA\\n                                  45,195.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION\\n                                   1,839.00\\n-------------------------------------------\\nSUB-TOTAL RD$       50,085.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          50,085.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5042430\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 65056045\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["educacion"],"catalog_sources":[["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["00108009671"],"invoice_ids":["inv_a9d8d7b4b49c25146172"],"observation_id":"obs_696bf968ad8ddd6815cc","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.707,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.749,"brightness_factor":1.065,"blur_sigma":0.443,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":86,"documents":[{"rotation_deg":-0.911,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11379580330246438809,"difficulty":"hard","split":"train"}
{"image":"images/607_001161.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131686753\",\"ncf\":\"B0245333105\",\"fecha_comprobante\":\"20250209\",\"monto_facturado\":101000.00,\"itbis_facturado\":18180.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":119180.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASTRID CAROLINA PAYAN DIAZ\\nRNC EMISOR: 40221101906\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMPAÑIA DE TRANSPORTE UNIDOS RUTA 98 C\\nRNC CLIENTE: 131686753\\nFACTURA DE CREDITO FISCAL\\nNCF: B0245333105\\nFACTURA NO.: 0974296\\nAUTORIZACION: 821307399\\nTELEFONO: 809-961-8239\\nFECHA: 09/02/2025  HORA: 18:25\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                 49,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 15,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 27,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                                 10,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      101,000.00\\nIMPUESTO ITBIS RD$      18,180.00\\nTOTAL RD$         119,180.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8640085\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 22181001\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40221101906"],"invoice_ids":["inv_326939c4fc89872513ec"],"observation_id":"obs_18226a311dc9b473698d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.77,"augmentation_metadata":{"downscale_factor":0.812,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.935,"brightness_factor":0.977,"blur_sigma":0.778,"crop_applied":false,"camera_distance_factors":[0.966],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.61,"jpeg_quality":82,"documents":[{"rotation_deg":-2.117,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11080496096216481241,"difficulty":"medium","split":"train"}
{"image":"images/606_001162.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131343953\",\"ncf\":\"B0122600932\",\"fecha_comprobante\":\"20240628\",\"monto_facturado_servicios\":33351.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6003.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"INMOBILIARIA GARDENIA\\nINMOBILIARIA GARDENIA SRL\\nRNC 131343953\\nCLIENTE: LUIS MANUEL CUELLO VOLQUEZ\\nRNC CLIENTE: 40225338835\\nFACTURA DE CREDITO FISCAL\\nNCF: B0122600932\\nFACTURA NO.: 9276576\\nAUTORIZACION: 271089075\\nTELEFONO: 809-528-7720\\nFECHA: 28/06/2024  HORA: 09:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   18,948.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       14,403.00\\n----------------------------------------------\\nSUBTOTAL RD$       33,351.00\\nITBIS 18% RD$       6,003.18\\nTOTAL RD$          39,354.18\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7201043\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 80262190\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPROCESADO\"}","template_ids":[6],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131343953"],"invoice_ids":["inv_de39fe2dda77bfda8bd0"],"observation_id":"obs_ec7a1e7d63f7d49178ba","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.82,"augmentation_metadata":{"downscale_factor":0.774,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.834,"brightness_factor":0.895,"blur_sigma":0.634,"crop_applied":false,"camera_distance_factors":[0.988],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.74,"jpeg_quality":76,"documents":[{"rotation_deg":0.321,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12949729150898892704,"difficulty":"medium","split":"train"}
{"image":"images/607_001163.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01200905428\",\"ncf\":\"E453358493806\",\"fecha_comprobante\":\"20250418\",\"monto_facturado\":49107.50,\"itbis_facturado\":8839.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":31031.94,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26914.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALMACEN DE PROVISIONES NENO SRL\\nRNC EMISOR: 130819221\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARMANDO DE JESUS FELIZ VALDEZ\\nRNC CLIENTE: 01200905428\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453358493806\\nFACTURA NO.: 3691528\\nAUTORIZACION: 473014559\\nTELEFONO: 809-536-8468\\nFECHA: 18/04/2025  HORA: 15:55\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  7,924.75\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 40,619.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    563.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       49,107.50\\nIMPUESTO ITBIS RD$       8,839.35\\nTOTAL RD$          57,946.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7011625\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 27859370\\nCompra almacen\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130819221"],"invoice_ids":["inv_e4d5dca6eef5b20dbf55"],"observation_id":"obs_208b41a9b285b4ff302c","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.62,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.966,"brightness_factor":0.85,"blur_sigma":0.378,"crop_applied":false,"camera_distance_factors":[0.944],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.48,"jpeg_quality":96,"documents":[{"rotation_deg":1.786,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8942769839757234660,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 53003191\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nFINANCIERA REBISA S A\\nFINANCIERA REBISA S A\\nRNC EMISOR: 102014345\\nCLIENTE: ESTEBANIA ANGELICA MEDINA VIDAL\\nRNC CLIENTE: 02300529852\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1466597315\\nFACTURA NO.: 5538956\\nAUTORIZACION: 806105645\\nTELEFONO: 809-634-1205\\nFECHA: 17/11/2025  HORA: 08:08\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                 90,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 39,000.00\\n    3  MES       SERVICIOS CONTABLES DEL MES\\n                                                 33,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                120,000.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      282,000.00\\nITBIS RD$      50,760.00\\nTOTAL RD$         332,760.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 5558811\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_001170.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130977054\",\"ncf\":\"E455769244744\",\"fecha_comprobante\":\"20240813\",\"monto_facturado_servicios\":1604.99,\"monto_facturado_bienes\":17748.98,\"itbis_facturado\":3483.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"09600175104\",\"ncf\":\"E450560449280\",\"fecha_comprobante\":\"20250313\",\"monto_facturado_servicios\":946.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":170.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LANDRON NUÑEZ\\nLANDRON NUÑEZ SRL\\nRNC: 130977054\\nCLIENTE: MILAGRO ALTAGRACIA ALMONTE\\nRNC CLIENTE: 00101039022\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455769244744\\nFACTURA NO.: 6996620\\nAUTORIZACION: 533959845\\nTELEFONO: 809-483-6767\\nFECHA: 13/08/2024  HORA: 14:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,604.99\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,723.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   2,884.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,067.98\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,074.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,353.97\\nIMPUESTO ITBIS RD$       3,483.71\\nTOTAL RD$          22,837.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7384344\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 97911785\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nCRISTINA ALTAGRACIA GENAO VALERIO\\nCRISTINA ALTAGRACIA GENAO VALERIO\\nRNC: 09600175104\\nCLIENTE: RAMONA CLARIBEL ROSA PAULINO\\nRNC CLIENTE: 00110448057\\nFACTURA DE CREDITO FISCAL\\nNCF: E450560449280\\nFACTURA NO.: 3524842\\nAUTORIZACION: 67078513\\nTELEFONO: 809-268-6887\\nFECHA: 13/03/2025  HORA: 17:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            946.00\\n----------------------------------------------\\nSUBTOTAL RD$          946.00\\nIMPUESTO ITBIS RD$         170.28\\nTOTAL RD$           1,116.28\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1380399\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 43907158\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[5,7],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130977054","09600175104"],"invoice_ids":["inv_a35e982c8d71f762285a","inv_fda495d5c7468d81207f"],"observation_id":"obs_5e997e39d3fa42e344dd","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.09,"augmentation_metadata":{"downscale_factor":0.876,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.919,"brightness_factor":0.936,"blur_sigma":0.324,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.4,"jpeg_quality":93,"documents":[{"rotation_deg":2.58,"perspective":0.018,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-2.441,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12636470702529862150,"difficulty":"hard","split":"train"}
{"image":"images/607_001171.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101647991\",\"ncf\":\"B1549439084\",\"fecha_comprobante\":\"20250217\",\"monto_facturado\":61000.00,\"itbis_facturado\":10980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":71980.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40222009942\",\"ncf\":\"E451259331803\",\"fecha_comprobante\":\"20250609\",\"monto_facturado\":13307.50,\"itbis_facturado\":2395.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":15702.85,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FUNDACION DE MUSICA Y ARTE LIAH PEÑA FUMUA\\nRNC EMISOR: 430288152\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA DE REPUESTOS\\nINDUSTRIALES S\\nRNC CLIENTE: 101647991\\nFACTURA DE CREDITO FISCAL\\nNCF: B1549439084\\nFACTURA NO.: 8411149\\nAUTORIZACION: 770980012\\nTELEFONO: 809-925-3228\\nFECHA: 17/02/2025  HORA: 08:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                   5,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  10,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   5,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  40,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       61,000.00\\nITBIS 18% RD$      10,980.00\\nTOTAL RD$          71,980.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2986488\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nAJOM ORTIZ MOTORS\\nRNC EMISOR: 132790022\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JANIBEL ALTAGRACIA MEJIA MEDRANO\\nRNC CLIENTE: 40222009942\\nFACTURA DE CREDITO FISCAL\\nNCF: E451259331803\\nFACTURA NO.: 4241521\\nAUTORIZACION: 584732429\\nTELEFONO: 809-990-7562\\nFECHA: 09/06/2025  HORA: 17:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   5,741.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,064.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,502.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,000.50\\n-------------------------------------------\\nSUBTOTAL RD$       13,307.50\\nITBIS RD$       2,395.35\\nTOTAL RD$          15,702.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8674460\\nGRACIAS POR SU COMPRA\\nEntregado\"}","template_ids":[0,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430288152","132790022"],"invoice_ids":["inv_6b26ac839eeadd9097f0","inv_1298eb5966e84f75e168"],"observation_id":"obs_4842320160c81b680b68","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":7.54,"augmentation_metadata":{"downscale_factor":0.79,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.728,"brightness_factor":1.052,"blur_sigma":0.516,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.44,"jpeg_quality":82,"documents":[{"rotation_deg":1.066,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.22,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":8214199033812078898,"difficulty":"hard","split":"test"}
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{"image":"images/607_001173.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131365541\",\"ncf\":\"B1442719566\",\"fecha_comprobante\":\"20240324\",\"monto_facturado\":138500.00,\"itbis_facturado\":24930.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":71490.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":91939.74,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ING FERNANDO ALVAREZ P Y ASOCIADOS C POR A\\nRNC EMISOR: 101592362\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EXPRESSION BY CARMEN LOPEZ SRL\\nRNC CLIENTE: 131365541\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1442719566\\nFACTURA NO.: 6003680\\nAUTORIZACION: 504958289\\nTELEFONO: 809-230-5603\\nFECHA: 24/03/2024  HORA: 15:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            28,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   20,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   90,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      138,500.00\\nIMPUESTO ITBIS RD$      24,930.00\\nTOTAL RD$         163,430.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1076805\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 24151968\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101592362"],"invoice_ids":["inv_273d825e8e29f5fce680"],"observation_id":"obs_5420a40d4a09a35b2bff","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.28,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.942,"brightness_factor":0.899,"blur_sigma":0.303,"crop_applied":false,"camera_distance_factors":[0.955],"legibility_scale_corrections":[0.0],"final_contrast_stddev":35.22,"jpeg_quality":90,"documents":[{"rotation_deg":1.364,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2622370364144218151,"difficulty":"light","split":"test"}
{"image":"images/606_001174.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04800078174\",\"ncf\":\"B0287682378\",\"fecha_comprobante\":\"20240916\",\"monto_facturado_servicios\":134000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SIMEON BAUTISTA ROBLES VASQUEZ\\nSIMEON BAUTISTA ROBLES VASQUEZ\\nRNC 04800078174\\nCLIENTE: STEVEN RAMON   PAVON MARTE\\nRNC CLIENTE: 04900866072\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0287682378\\nFACTURA NO.: 7639064\\nAUTORIZACION: 874282423\\nTELEFONO: 809-413-6258\\nFECHA: 16/09/2024  HORA: 13:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       32,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    70,500.00\\n    1  SERVICIO  ASESORIA TECNICA            13,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       18,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      134,000.00\\nITBIS RD$      24,120.00\\nTOTAL RD$         158,120.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4448951\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 10551442\\nSBR\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["04800078174"],"invoice_ids":["inv_66163a94bd5f18b39537"],"observation_id":"obs_a5b0a4d0bcee251b46aa","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.49,"augmentation_metadata":{"downscale_factor":0.48,"red_scale":0.937,"blue_scale":1.063,"contrast_factor":1.034,"brightness_factor":0.931,"blur_sigma":1.031,"crop_applied":false,"camera_distance_factors":[0.907],"legibility_scale_corrections":[0.0],"final_contrast_stddev":71.12,"jpeg_quality":65,"documents":[{"rotation_deg":-4.537,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SBR"}]},"num_invoices":1,"seed":15120929380230601854,"difficulty":"very_hard","split":"test"}
{"image":"images/607_001175.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03104400951\",\"ncf\":\"B0114088679\",\"fecha_comprobante\":\"20250126\",\"monto_facturado\":32778.50,\"itbis_facturado\":5900.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":38678.63,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JEUDI ALEXANDRA ALCANTARA DE LA CRUZ\\nRNC EMISOR: 40222413508\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JACINTO BENITO GONZALEZ RODRIGUEZ\\nRNC CLIENTE: 03104400951\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0114088679\\nFACTURA NO.: 9352144\\nAUTORIZACION: 484417592\\nTELEFONO: 809-536-2341\\nFECHA: 26/01/2025  HORA: 09:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  31,043.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,735.50\\n-------------------------------------------\\nSUB-TOTAL RD$       32,778.50\\nITBIS RD$       5,900.13\\nTOTAL RD$          38,678.63\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2435128\\nGRACIAS POR SU COMPRA\\nRECIBIDO\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["40222413508"],"invoice_ids":["inv_7b98c5bee63308c73b48"],"observation_id":"obs_be1a3c8a9a8ce8fafcdd","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":9.79,"augmentation_metadata":{"downscale_factor":0.703,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.977,"brightness_factor":0.931,"blur_sigma":0.231,"crop_applied":false,"camera_distance_factors":[0.93],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.02,"jpeg_quality":81,"documents":[{"rotation_deg":4.123,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10037545161619791866,"difficulty":"medium","split":"test"}
{"image":"images/606_001176.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130599262\",\"ncf\":\"B0295464218\",\"fecha_comprobante\":\"20240804\",\"monto_facturado_servicios\":16002.95,\"monto_facturado_bienes\":32303.85,\"itbis_facturado\":6444.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"TRIYABLU NAVEGATION\\nTRIYABLU NAVEGATION S R L\\nRNC: 130599262\\nCLIENTE: ASOCIACION SIN DINES DE LUCRO\\nPROPIETAR\\nRNC CLIENTE: 430335711\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0295464218\\nFACTURA NO.: 2395485\\nAUTORIZACION: 116712350\\nTELEFONO: 809-519-3731\\nFECHA: 04/08/2024  HORA: 14:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  QUINTAL   ARROZ EN CASCARA\\n                                  12,503.85\\n    3  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   4,995.00\\n    5  UNIDAD    FERTILIZANTE AGRICOLA\\n                                  14,805.00\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  16,002.95\\n-------------------------------------------\\nSUBTOTAL RD$       48,306.80\\nITBIS RD$       6,444.53\\nTOTAL RD$          54,751.33\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6689783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 54860125\\nPROCESADO\"}","template_ids":[0],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["130599262"],"invoice_ids":["inv_d01c9fc474f0a34d6915"],"observation_id":"obs_5e55eba387bed31cd525","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.94,"augmentation_metadata":{"downscale_factor":0.846,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":1.045,"brightness_factor":0.94,"blur_sigma":0.126,"crop_applied":false,"camera_distance_factors":[0.891],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.11,"jpeg_quality":94,"documents":[{"rotation_deg":1.231,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9254811411679434006,"difficulty":"light","split":"train"}
{"image":"images/607_001177.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130326215\",\"ncf\":\"E459480175604\",\"fecha_comprobante\":\"20240420\",\"monto_facturado\":310000.00,\"itbis_facturado\":55800.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":365800.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANDREA ALEXANDRA GUERRERO CEBALLOS CEBALLO\\nRNC EMISOR: 00200615094\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUERO & ASOCIADOS SRL\\nRNC CLIENTE: 130326215\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459480175604\\nFACTURA NO.: 4098509\\nAUTORIZACION: 470140659\\nTELEFONO: 809-762-8875\\nFECHA: 20/04/2024  HORA: 09:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  12,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 101,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  81,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 115,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      310,000.00\\nIMPUESTO ITBIS RD$      55,800.00\\nTOTAL RD$         365,800.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4972111\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00200615094"],"invoice_ids":["inv_e911a2735675338c8994"],"observation_id":"obs_837d025305329ba4366f","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.22,"augmentation_metadata":{"downscale_factor":0.662,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.757,"brightness_factor":1.045,"blur_sigma":0.372,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":64.58,"jpeg_quality":89,"documents":[{"rotation_deg":1.588,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":295689172487073590,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 57756049\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nAPOLINAR UBALDO MONTANO LORENZO\\nAPOLINAR UBALDO MONTANO LORENZO\\nRNC: 00102088036\\nCLIENTE: HOTEL LOVERA SRL\\nRNC CLIENTE: 132950291\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453471144076\\nFACTURA NO.: 1172769\\nAUTORIZACION: 694850125\\nTELEFONO: 809-795-6139\\nFECHA: 23/03/2025  HORA: 16:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     927.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,312.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,422.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,661.99\\nITBIS 18% RD$         659.16\\nTOTAL RD$           4,321.15\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1934966\\nGRACIAS POR SU COMPRA\\nAUM\\nAPROBADO\"}","template_ids":[12,6,5],"business_categories":["ropa_comercio","restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00112524574","17500015874","00102088036"],"invoice_ids":["inv_3c4729e1110614cf822b","inv_0f311691b555b64a2539","inv_6f3a5ff23ae229c08380"],"observation_id":"obs_d1f27c511481a4fa4be2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.786,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.824,"brightness_factor":1.005,"blur_sigma":0.369,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.64,"jpeg_quality":81,"documents":[{"rotation_deg":-0.123,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.108,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.414,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"AUM"}]},"num_invoices":3,"seed":7182455127505186218,"difficulty":"hard","split":"train"}
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{"image":"images/606_001184.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101160292\",\"ncf\":\"B0247294819\",\"fecha_comprobante\":\"20240310\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1607.98,\"itbis_facturado\":289.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ESTRELLA VERDE S A\\nESTRELLA VERDE S A\\nRNC 101160292\\nCLIENTE: DISTRIBUIDORA MUNOZ SANTANA C POR\\nA\\nRNC CLIENTE: 123006683\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0247294819\\nFACTURA NO.: 4677865\\nAUTORIZACION: 859860935\\nTELEFONO: 809-322-9161\\nFECHA: 10/03/2024  HORA: 10:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,607.98\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,607.98\\nITBIS RD$         289.44\\nTOTAL RD$           1,897.42\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4020528\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 91371319\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101160292"],"invoice_ids":["inv_522eac0f9ef213cecd6e"],"observation_id":"obs_92ae8440a3c6a1a187fa","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.33,"augmentation_metadata":{"downscale_factor":0.883,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.832,"brightness_factor":1.013,"blur_sigma":0.583,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.46,"jpeg_quality":83,"documents":[{"rotation_deg":0.908,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12615360722839996415,"difficulty":"medium","split":"train"}
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{"image":"images/606_001186.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04900380173\",\"ncf\":\"E450088895510\",\"fecha_comprobante\":\"20250811\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":29028.50,\"itbis_facturado\":5225.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":11.41,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"40230795409\",\"ncf\":\"E329408192196\",\"fecha_comprobante\":\"20251226\",\"monto_facturado_servicios\":189908.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":34183.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"TODO COSTURA SRA. PEREZ\\nELENA MARIA PEREZ DE DOMINGUEZ\\nRNC 04900380173\\nCLIENTE: VICTOR MIGUEL MARTINEZ FERREIRA\\nRNC CLIENTE: 03104287002\\nFACTURA DE CREDITO FISCAL\\nNCF E450088895510\\nFACTURA NO.: 9950511\\nAUTORIZACION: 414146549\\nTELEFONO: 809-304-8707\\nFECHA: 11/08/2025  HORA: 20:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     619.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,110.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  25,299.00\\n-------------------------------------------\\nSUB-TOTAL RD$       29,028.50\\nIMPUESTO ITBIS RD$       5,225.13\\nOTROS IMPUESTOS RD$      11.41\\nTOTAL RD$          34,265.04\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3460669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 99422521\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTHE OFFICE BAR Y BILLAR\\nKATIA MICHELLE EVANGELISTA SANTANA\\nRNC EMISOR: 40230795409\\nCLIENTE: DISTRIBUIDORA ABREGO SRL\\nRNC CLIENTE: 131847422\\nFACTURA DE CREDITO FISCAL\\nNCF: E329408192196\\nFACTURA NO.: 3407457\\nAUTORIZACION: 26951395\\nTELEFONO: 809-606-4329\\nFECHA: 26/12/2025  HORA: 11:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  PAGINA    TRADUCCION DE DOCUMENTOS     4,408.00\\n    1  CASO      REPRESENTACION LEGAL       118,500.00\\n    1  MES       SUPERVISION DE OBRA         67,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      189,908.00\\nITBIS RD$      34,183.44\\nTOTAL RD$         224,091.44\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9237118\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 49553894\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04900380173","40230795409"],"invoice_ids":["inv_9c5f0e768a70bb95c3b1","inv_d759bf8fef46103ef962"],"observation_id":"obs_315bd85d5270e60e910f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.53,"augmentation_metadata":{"downscale_factor":0.798,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":1.103,"brightness_factor":1.024,"blur_sigma":0.395,"crop_applied":true,"camera_distance_factors":[0.979,0.96],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":52.15,"jpeg_quality":90,"documents":[{"rotation_deg":-1.238,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.866,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5426686720123172552,"difficulty":"medium","split":"train"}
{"image":"images/607_001187.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130052451\",\"ncf\":\"B1418697617\",\"fecha_comprobante\":\"20250916\",\"monto_facturado\":17582.00,\"itbis_facturado\":3164.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":20746.76,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131583407\",\"ncf\":\"E454644678391\",\"fecha_comprobante\":\"20240303\",\"monto_facturado\":42394.50,\"itbis_facturado\":7631.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":50025.51,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132613287\",\"ncf\":\"E442792344493\",\"fecha_comprobante\":\"20241010\",\"monto_facturado\":17251.00,\"itbis_facturado\":3105.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":20356.18,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00100890573\",\"ncf\":\"B0188536309\",\"fecha_comprobante\":\"20250903\",\"monto_facturado\":905641.00,\"itbis_facturado\":163015.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1068656.38}],\"ocr\":\"MONTAJES INDUSTRIALES DE CENTROAMERICA Y E\\nRNC EMISOR: 132099753\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BERROAR & CIA S A\\nRNC CLIENTE: 130052451\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1418697617\\nFACTURA NO.: 5138511\\nAUTORIZACION: 170216078\\nTELEFONO: 809-322-6758\\nFECHA: 16/09/2025  HORA: 15:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  16,018.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,564.00\\n-------------------------------------------\\nSUBTOTAL RD$       17,582.00\\nITBIS RD$       3,164.76\\nTOTAL RD$          20,746.76\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8002445\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 65442824\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nFERRANDO REFRIGERACION\\nRNC EMISOR: 130553211\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA DURAN & PEÑA SRL\\nRNC CLIENTE: 131583407\\nFACTURA DE CREDITO FISCAL\\nNCF E454644678391\\nFACTURA NO.: 0264202\\nAUTORIZACION: 852990562\\nTELEFONO: 809-812-3406\\nFECHA: 03/03/2024  HORA: 14:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA            954.00\\n    5  UNIDAD    EQUIPO ELECTRICO            39,532.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,612.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            296.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       42,394.50\\nITBIS 18% RD$       7,631.01\\nTOTAL RD$          50,025.51\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3548206\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nD YANIBELIS FASHION\\nRNC EMISOR: 132842847\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL MUNDO DE LA DANZA SRL\\nRNC CLIENTE: 132613287\\nFACTURA DE CREDITO FISCAL\\nNCF E442792344493\\nFACTURA NO.: 2592876\\nAUTORIZACION: 382655989\\nTELEFONO: 809-623-2472\\nFECHA: 10/10/2024  HORA: 08:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             6,620.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,374.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            664.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,593.00\\n----------------------------------------------\\nSUBTOTAL RD$       17,251.00\\nITBIS RD$       3,105.18\\nTOTAL RD$          20,356.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1761514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 62397453\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCANAAN LUXURY PROPERTY BY PUNTA CANA\\nRNC EMISOR: 133778572\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL SALVADOR AMERICO MARRA MONTES DE\\nRNC CLIENTE: 00100890573\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0188536309\\nFACTURA NO.: 2660089\\nAUTORIZACION: 530858783\\nTELEFONO: 809-660-7471\\nFECHA: 03/09/2025  HORA: 08:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       ALQUILER DE LOCAL          601,336.00\\n    5  SERVICIO  TASACION DE PROPIEDAD      211,155.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    4,044.00\\n    1  SERVICIO  COMISION INMOBILIARIA       89,106.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      905,641.00\\nITBIS 18% RD$     163,015.38\\nTOTAL RD$       1,068,656.38\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 2187390\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 48472816\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nCASA BILEXY MICHELLE\\nRNC EMISOR: 131081185\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: 1955 GENERAL BUSINESS BIENES Y SERVICIO\\nRNC CLIENTE: 132388488\\nFACTURA DE CREDITO FISCAL\\nNCF E313456239641\\nFACTURA NO.: 2963268\\nAUTORIZACION: 699677082\\nTELEFONO: 809-877-5172\\nFECHA: 26/09/2024  HORA: 14:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           794.00\\n    1  UNIDAD    MATERIAL DE OFICINA            364.95\\n----------------------------------------------\\nSUBTOTAL RD$        1,158.95\\nITBIS RD$         208.61\\nTOTAL RD$           1,367.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 673639\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 90744326\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nJOSEP XAVIER MESTRE MARCE\\nRNC EMISOR: 00117742213\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO JAVIER               ULLOA BU\\nRNC CLIENTE: 05401453195\\nFACTURA DE CREDITO FISCAL\\nNCF E450889283558\\nFACTURA NO.: 1750102\\nAUTORIZACION: 358087027\\nTELEFONO: 809-737-6624\\nFECHA: 12/02/2025  HORA: 20:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  PAQUETE   AVENA EN HOJUELAS 500 G        307.50\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G        62.50\\n    3  CARTON    HUEVOS CARTON 30 UNIDADES      753.00\\n    3  LITRO     LECHE UHT 1 LITRO              228.00\\n    4  UNIDAD    ACEITE VEGETAL 1 GAL         2,407.96\\n----------------------------------------------\\nSUB-TOTAL RD$        3,758.96\\nITBIS RD$         433.43\\nTOTAL RD$           4,192.39\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8421285\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 66705672\\nBWS\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA CHAVERAS\\nINMOBILIARIA CHAVERAS SRL\\nRNC 101811897\\nCLIENTE: FERRETERIA SERIE 23 SRL\\nRNC CLIENTE: 111127114\\nFACTURA DE CREDITO FISCAL\\nNCF B0276688388\\nFACTURA NO.: 6254709\\nAUTORIZACION: 462221323\\nTELEFONO: 809-756-5996\\nFECHA: 07/02/2025  HORA: 09:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   22,432.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,432.50\\nITBIS RD$       4,037.85\\nTOTAL RD$          26,470.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3182823\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 94612355\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCENTRO DE RESTAURACION Y REFORMACION CONDU\\nCENTRO DE RESTAURACION Y REFORMACION CONDUCTUAL \\nRNC 430375691\\nCLIENTE: GUARAINO SRL\\nRNC CLIENTE: 133749963\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0146940592\\nFACTURA NO.: 0710702\\nAUTORIZACION: 178015253\\nTELEFONO: 809-969-8931\\nFECHA: 29/06/2025  HORA: 16:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       38,000.00\\n    3  MES       SUPERVISION DE OBRA        150,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      188,000.00\\nITBIS 18% RD$      33,840.00\\nTOTAL RD$         221,840.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4216159\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 94594900\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nCompra almacen\"}","template_ids":[5,4,10],"business_categories":["comercio_general","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133434792","101811897","430375691"],"invoice_ids":["inv_e6911e094a5c025d02c1","inv_985c1f8b801fc2ce3fa3","inv_4b33227f9aaa75fa029b"],"observation_id":"obs_ec323473586582c0df19","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.798,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.647,"brightness_factor":1.083,"blur_sigma":0.408,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.28,"jpeg_quality":80,"documents":[{"rotation_deg":1.299,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.868,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.368,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"BWS"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10419986278186054546,"difficulty":"hard","split":"test"}
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{"image":"images/607_001195.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101583614\",\"ncf\":\"B0227940571\",\"fecha_comprobante\":\"20251106\",\"monto_facturado\":3528.00,\"itbis_facturado\":635.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":4163.04,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN JOSE PEREZ CASTILLO\\nRNC EMISOR: 00102079266\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AUTO REPUESTOS CASO S A\\nRNC CLIENTE: 101583614\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0227940571\\nFACTURA NO.: 8872590\\nAUTORIZACION: 853276874\\nTELEFONO: 809-481-1173\\nFECHA: 06/11/2025  HORA: 12:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,528.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,528.00\\nIMPUESTO ITBIS RD$         635.04\\nTOTAL RD$           4,163.04\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1146745\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 55166483\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00102079266"],"invoice_ids":["inv_2e180d949d3b7985a71d"],"observation_id":"obs_22bb10d8e5b0397fa13f","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.96,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.943,"brightness_factor":0.997,"blur_sigma":0.199,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.96,"jpeg_quality":91,"documents":[{"rotation_deg":-0.552,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16531168776502273932,"difficulty":"light","split":"train"}
{"image":"images/606_001196.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101535873\",\"ncf\":\"E458328957438\",\"fecha_comprobante\":\"20250104\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":47482.50,\"itbis_facturado\":8546.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MIGUEL ANTONIO GARRIDO S A\\nMIGUEL ANTONIO GARRIDO S A\\nRNC: 101535873\\nCLIENTE: 5050 MARKET TEAM SRL\\nRNC CLIENTE: 130745102\\nFACTURA DE CREDITO FISCAL\\nNCF: E458328957438\\nFACTURA NO.: 0420965\\nAUTORIZACION: 631092797\\nTELEFONO: 809-451-8857\\nFECHA: 04/01/2025  HORA: 10:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          5,794.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           884.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        30,115.00\\n    3  UNIDAD    EQUIPO ELECTRICO             9,802.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            886.50\\n----------------------------------------------\\nSUB-TOTAL RD$       47,482.50\\nITBIS RD$       8,546.85\\nTOTAL RD$          56,029.35\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2615118\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 50248136\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101535873"],"invoice_ids":["inv_2c67def71f18024f29c1"],"observation_id":"obs_396c40dd9922e4c7633f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.984,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":96,"documents":[{"rotation_deg":-0.097,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":515670769800735333,"difficulty":"clean","split":"train"}
{"image":"images/607_001197.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04700499009\",\"ncf\":\"E442186517178\",\"fecha_comprobante\":\"20250610\",\"monto_facturado\":50500.00,\"itbis_facturado\":9090.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":59590.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03400059683\",\"ncf\":\"E315565669808\",\"fecha_comprobante\":\"20251202\",\"monto_facturado\":87634.34,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":87634.34,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00200794725\",\"ncf\":\"B0259654936\",\"fecha_comprobante\":\"20240822\",\"monto_facturado\":19662.48,\"itbis_facturado\":3539.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":23201.73,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LA DINAMICA BILLAR F.B.H\\nRNC EMISOR: 00500323324\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA MERCEDES GONZALEZ TIBURCIO\\nRNC CLIENTE: 04700499009\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442186517178\\nFACTURA NO.: 2875087\\nAUTORIZACION: 615362275\\nTELEFONO: 809-501-1015\\nFECHA: 10/06/2025  HORA: 11:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       50,500.00\\nITBIS 18% RD$       9,090.00\\nTOTAL RD$          59,590.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7116946\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 41297170\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nYOJANNY DIAZ RAMIREZ\\nRNC EMISOR: 00300884657\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL DE JESUS PERALTA DISLA\\nRNC CLIENTE: 03400059683\\nFACTURA DE CREDITO FISCAL\\nNCF: E315565669808\\nFACTURA NO.: 5279597\\nAUTORIZACION: 207634050\\nTELEFONO: 809-373-7356\\nFECHA: 02/12/2025  HORA: 12:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  CUOTA DE INSCRIPCION\\n                                  34,782.50\\n    1  UNIDAD    CUADERNO 100 HOJAS\\n                                     144.99\\n    3  CURSO     CURSO DE CAPACITACION\\n                                  52,706.85\\n-------------------------------------------\\nSUB-TOTAL RD$       87,634.34\\nITBIS RD$           0.00\\nTOTAL RD$          87,634.34\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 471943\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 38794595\\n\\n--- FACTURA ---\\n\\nCARMELO DAMIAN TEJEDA\\nRNC EMISOR: 02400141087\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIX VILLAR DE LOS SANTOS\\nRNC CLIENTE: 00200794725\\nFACTURA DE CREDITO FISCAL\\nNCF: B0259654936\\nFACTURA NO.: 7085818\\nAUTORIZACION: 724584639\\nTELEFONO: 809-295-7430\\nFECHA: 22/08/2024  HORA: 11:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  VIAJE     SERVICIO DE MENSAJERIA       1,777.98\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         627.50\\n    1  VIAJE     TRANSPORTE DE CARGA         17,257.00\\n----------------------------------------------\\nSUBTOTAL RD$       19,662.48\\nITBIS RD$       3,539.25\\nTOTAL RD$          23,201.73\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5334153\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 95702954\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. 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{"image":"images/606_001204.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101078812\",\"ncf\":\"B0273082472\",\"fecha_comprobante\":\"20250509\",\"monto_facturado_servicios\":436.50,\"monto_facturado_bienes\":18347.00,\"itbis_facturado\":3381.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JUAN M DORREJO Y E DORREJO\\nJUAN M DORREJO Y E DORREJO\\nRNC 101078812\\nCLIENTE: NHAP SRL\\nRNC CLIENTE: 131182046\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0273082472\\nFACTURA NO.: 7037957\\nAUTORIZACION: 265373586\\nTELEFONO: 809-756-4997\\nFECHA: 09/05/2025  HORA: 17:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,866.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,950.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     436.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  12,531.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       18,783.50\\nITBIS 18% RD$       3,381.03\\nTOTAL RD$          22,164.53\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3196902\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 80720295\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101078812"],"invoice_ids":["inv_b92e9253526a5f5e5155"],"observation_id":"obs_58d8b671c78a2f5f0ee8","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.99,"augmentation_metadata":{"downscale_factor":0.987,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.972,"brightness_factor":0.877,"blur_sigma":0.074,"crop_applied":false,"camera_distance_factors":[0.892],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.52,"jpeg_quality":95,"documents":[{"rotation_deg":-1.969,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3546039052181134759,"difficulty":"light","split":"train"}
{"image":"images/607_001205.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00300635125\",\"ncf\":\"B0229287292\",\"fecha_comprobante\":\"20250825\",\"monto_facturado\":53000.00,\"itbis_facturado\":9540.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19595.87,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":42944.13,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PEMI\\nRNC EMISOR: 101605057\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTA YSABEL                   FALCON M\\nRNC CLIENTE: 00300635125\\nFACTURA DE CREDITO FISCAL\\nNCF: B0229287292\\nFACTURA NO.: 4414915\\nAUTORIZACION: 390499267\\nTELEFONO: 809-541-3636\\nFECHA: 25/08/2025  HORA: 18:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    28,000.00\\n    1  VISITA    INSPECCION TECNICA           9,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       10,000.00\\n    1  SERVICIO  ASESORIA TECNICA             6,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       53,000.00\\nITBIS 18% RD$       9,540.00\\nTOTAL RD$          62,540.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 755300\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101605057"],"invoice_ids":["inv_870a7051354e6059c082"],"observation_id":"obs_681f4d314921ced9c1c1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.47,"augmentation_metadata":{"downscale_factor":0.638,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":1.1,"brightness_factor":0.84,"blur_sigma":0.699,"crop_applied":true,"camera_distance_factors":[0.996],"legibility_scale_corrections":[0.0],"final_contrast_stddev":80.21,"jpeg_quality":80,"documents":[{"rotation_deg":-2.145,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11132437796299651862,"difficulty":"medium","split":"train"}
{"image":"images/606_001206.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00105664080\",\"ncf\":\"E459467193341\",\"fecha_comprobante\":\"20250316\",\"monto_facturado_servicios\":10793.90,\"monto_facturado_bienes\":3110.80,\"itbis_facturado\":2502.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"NARCISO CASTILLO OZORIA\\nNARCISO CASTILLO OZORIA\\nRNC EMISOR: 00105664080\\nCLIENTE: DOLORES BERNARDA JORGE PEREZ\\nRNC CLIENTE: 00101248623\\nFACTURA DE CREDITO FISCAL\\nNCF: E459467193341\\nFACTURA NO.: 7608439\\nAUTORIZACION: 414169867\\nTELEFONO: 809-557-2490\\nFECHA: 16/03/2025  HORA: 13:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ACEITE DE MOTOR              1,099.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     7,966.95\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,826.95\\n    4  UNIDAD    FILTRO DE ACEITE             2,011.80\\n----------------------------------------------\\nSUBTOTAL RD$       13,904.70\\nITBIS 18% RD$       2,502.85\\nTOTAL RD$          16,407.55\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2130138\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 62438928\"}","template_ids":[3],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["00105664080"],"invoice_ids":["inv_e16f724800e09d345b29"],"observation_id":"obs_a668ec245dda4e601d1a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.853,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.646,"brightness_factor":1.056,"blur_sigma":0.471,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.5,"jpeg_quality":86,"documents":[{"rotation_deg":1.138,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8532600643438547460,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 69865995\\n\\n--- FACTURA ---\\n\\nMARTIN FRANCISCO DIESEL\\nRNC EMISOR: 03103846055\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEXSTEEL OFFROAD SRL\\nRNC CLIENTE: 133051125\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1529245677\\nFACTURA NO.: 1713899\\nAUTORIZACION: 150440224\\nTELEFONO: 809-946-8152\\nFECHA: 14/09/2025  HORA: 19:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     766.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,570.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,288.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,565.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       13,189.00\\nITBIS 18% RD$       2,374.02\\nTOTAL RD$          15,563.02\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1677634\\nGRACIAS POR SU COMPRA\\nMFD\\n\\n--- FACTURA ---\\n\\nMINIMARKET EL PROFETA\\nRNC EMISOR: 131934854\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOMINISYS C POR A\\nRNC CLIENTE: 130185141\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0292613829\\nFACTURA NO.: 8394611\\nAUTORIZACION: 625199427\\nTELEFONO: 809-891-7787\\nFECHA: 29/04/2024  HORA: 16:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,774.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,238.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,012.00\\nITBIS 18% RD$         542.16\\nTOTAL RD$           3,554.16\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1677230\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 42686964\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPBS\\n\\n--- FACTURA ---\\n\\nVICTOR BIDO BIDO\\nRNC EMISOR: 01200492815\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESTEBAN RAMIREZ SIME\\nRNC CLIENTE: 00109080879\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453830232117\\nFACTURA NO.: 9458208\\nAUTORIZACION: 856418765\\nTELEFONO: 809-434-3693\\nFECHA: 01/08/2025  HORA: 08:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING        16,411.00\\n    2  UNIDAD    REFRESCO                       171.00\\n    2  UNIDAD    POLLO A LA PLANCHA           1,148.00\\n    1  UNIDAD    PIZZA MEDIANA                1,123.95\\n----------------------------------------------\\nSUB-TOTAL RD$       18,853.95\\nITBIS 18% RD$       3,393.71\\nPROPINA LEGAL RD$     1,641.10\\nTOTAL RD$          23,888.76\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 4592669\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_001224.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03104965979\",\"ncf\":\"B0202471669\",\"fecha_comprobante\":\"20240425\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1733.80,\"itbis_facturado\":312.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101574471\",\"ncf\":\"E443794246266\",\"fecha_comprobante\":\"20240821\",\"monto_facturado_servicios\":776.50,\"monto_facturado_bienes\":37014.94,\"itbis_facturado\":6802.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"JOZEL GOURMET\\nJOSENIA MARITZA GARCIA DE MIRABAL\\nRNC 03104965979\\nCLIENTE: MAREIA INVSTMENT SRL\\nRNC CLIENTE: 133734699\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0202471669\\nFACTURA NO.: 4639339\\nAUTORIZACION: 39852746\\nTELEFONO: 809-328-3502\\nFECHA: 25/04/2024  HORA: 09:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PLATO DEL DIA\\n                                   1,151.80\\n    3  UNIDAD    JUGO NATURAL\\n                                     582.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,733.80\\nITBIS RD$         312.08\\nTOTAL RD$           2,045.88\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4102666\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEMBUTIDOS VALLE  C  POR A\\nEMBUTIDOS VALLE  C  POR A\\nRNC EMISOR: 101574471\\nCLIENTE: GLAMADE GROUP SRL\\nRNC CLIENTE: 131076831\\nFACTURA DE CREDITO FISCAL\\nNCF E443794246266\\nFACTURA NO.: 6370174\\nAUTORIZACION: 258419286\\nTELEFONO: 809-680-6975\\nFECHA: 21/08/2024  HORA: 08:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,683.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     776.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  16,179.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,224.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,927.98\\n-------------------------------------------\\nBASE IMPONIBLE RD$       37,791.44\\nIMPUESTO ITBIS RD$       6,802.46\\nTOTAL RD$          44,593.90\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3242231\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 35663955\\nEntregado\"}","template_ids":[1,0],"business_categories":["restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03104965979","101574471"],"invoice_ids":["inv_012db70f124b6c6cd5f3","inv_90dbf296f13936900b6c"],"observation_id":"obs_3fcd570b3a1930a1c5dd","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":6.82,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.942,"brightness_factor":1.015,"blur_sigma":0.037,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.05,"jpeg_quality":89,"documents":[{"rotation_deg":-0.553,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.448,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14003875286358361654,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 30897951\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFEDERICO JOSE MARTIN BORDAS ARBAJE\\nFEDERICO JOSE MARTIN BORDAS ARBAJE\\nRNC EMISOR: 00109130070\\nCLIENTE: INNIJAGHIS SRL\\nRNC CLIENTE: 131725821\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445014926260\\nFACTURA NO.: 1433834\\nAUTORIZACION: 882328072\\nTELEFONO: 809-293-8705\\nFECHA: 09/07/2024  HORA: 11:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      166,905.50\\n    1  SERVICIO  TASACION DE PROPIEDAD       39,630.00\\n----------------------------------------------\\nSUB-TOTAL RD$      206,535.50\\nIMPUESTO ITBIS RD$      37,176.39\\nTOTAL RD$         243,711.89\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6227276\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMIBA INVESTMENTS\\nMIBA INVESTMENTS SRL\\nRNC 132357452\\nCLIENTE: TRANSPORTE DIVERSO CORPORAN TRANSDICORP\\nRNC CLIENTE: 131523676\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0131236465\\nFACTURA NO.: 9528979\\nAUTORIZACION: 689687520\\nTELEFONO: 809-374-3223\\nFECHA: 18/06/2025  HORA: 11:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          7,762.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        7,762.50\\nITBIS RD$       1,397.25\\nTOTAL RD$           9,159.75\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4205507\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[4,13,10],"business_categories":["profesional","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130667497","00109130070","132357452"],"invoice_ids":["inv_4f8c9e74fc824fe71109","inv_8374b49d2f66d1a7ba97","inv_73066036c0b019afe16d"],"observation_id":"obs_e66d311b12f6f33c3a15","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.0,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":29.47,"jpeg_quality":97,"documents":[{"rotation_deg":0.003,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.128,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.009,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16380326666080470686,"difficulty":"hard","split":"validation"}
{"image":"images/607_001229.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430037362\",\"ncf\":\"E446230668190\",\"fecha_comprobante\":\"20250304\",\"monto_facturado\":3248.00,\"itbis_facturado\":584.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3832.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TEJEDA INDUSTRIAL C POR A\\nRNC EMISOR: 101669322\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DEL DISTRITO MUNICIPAL EL\\nAGUACAT\\nRNC CLIENTE: 430037362\\nFACTURA DE CREDITO FISCAL\\nNCF: E446230668190\\nFACTURA NO.: 0017011\\nAUTORIZACION: 628696358\\nTELEFONO: 809-442-2046\\nFECHA: 04/03/2025  HORA: 11:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,248.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,248.00\\nITBIS 18% RD$         584.64\\nTOTAL RD$           3,832.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8350847\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 50940226\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101669322"],"invoice_ids":["inv_f637b6e6cd889e6e2f95"],"observation_id":"obs_956de47d9228f8b9f3f6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.83,"augmentation_metadata":{"downscale_factor":0.986,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.031,"brightness_factor":0.984,"blur_sigma":0.238,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":91,"documents":[{"rotation_deg":-0.506,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4666147775969816752,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 91626832\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nR V INVERSIONES SRL\\nR V INVERSIONES SRL\\nRNC: 124015219\\nCLIENTE: DOPPLERPHARMA SRL\\nRNC CLIENTE: 132743921\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0296224705\\nFACTURA NO.: 5101939\\nAUTORIZACION: 438489754\\nTELEFONO: 809-457-6039\\nFECHA: 26/05/2024  HORA: 20:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    INTERRUPTOR SENCILLO           136.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION    8,746.95\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    2,000.00\\n  225  PIE       ALAMBRE ELECTRICO THHN NO. 12   10,122.75\\n    8  UNIDAD    TOMA CORRIENTE DOBLE         1,447.60\\n----------------------------------------------\\nSUBTOTAL RD$       22,453.30\\nITBIS RD$       4,041.59\\nTOTAL RD$          26,494.89\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1237666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 80723121\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nROSA KATHERIN RIVERA GRULLON\\nROSA KATHERIN RIVERA GRULLON\\nRNC 00101768711\\nCLIENTE: BEWA SHOP BB SRL\\nRNC CLIENTE: 133136414\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1558296199\\nFACTURA NO.: 7318013\\nAUTORIZACION: 906807749\\nTELEFONO: 809-355-6787\\nFECHA: 06/07/2025  HORA: 17:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   25,000.00\\n    1  PROYECTO  DISENO DE PLANOS           135,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   53,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      228,500.00\\nITBIS RD$      41,130.00\\nTOTAL RD$         269,630.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1376944\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 28730859\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nEntregado\\n\\n--- FACTURA ---\\n\\nBERUSK\\nBERUSK SRL\\nRNC: 131649211\\nCLIENTE: GRUPO QROTE SRL\\nRNC CLIENTE: 131274218\\nFACTURA DE CREDITO FISCAL\\nNCF: E459210259374\\nFACTURA NO.: 6164346\\nAUTORIZACION: 359910498\\nTELEFONO: 809-459-4226\\nFECHA: 25/06/2024  HORA: 14:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          181,704.00\\n    1  SERVICIO  COMISION INMOBILIARIA      180,498.00\\n----------------------------------------------\\nSUBTOTAL RD$      362,202.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         362,202.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8939222\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,2,11,13],"business_categories":["profesional","construccion_ferreteria","profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["132334493","124015219","00101768711","131649211"],"invoice_ids":["inv_f1d1f0f9a3250becb0d4","inv_15dbf4dabf2e255eb81b","inv_f15934439b7795ee4aca","inv_b577b4e720c1b8df087c"],"observation_id":"obs_8b99c8a7d540fb794109","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.004,"brightness_factor":0.991,"blur_sigma":0.186,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.15,"jpeg_quality":93,"documents":[{"rotation_deg":-0.188,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.108,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.565,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.09,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":16253262562604755264,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_001232.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22300773912\",\"ncf\":\"E458289721795\",\"fecha_comprobante\":\"20240918\",\"monto_facturado_servicios\":137500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"EMELY IGUANIONA DIAZ VIERA\\nEMELY IGUANIONA DIAZ VIERA\\nRNC 22300773912\\nCLIENTE: MARTA BEATRIZ ALTAGRACIA ACOSTA DE SANC\\nRNC CLIENTE: 00101228799\\nFACTURA DE CREDITO FISCAL\\nNCF E458289721795\\nFACTURA NO.: 9150819\\nAUTORIZACION: 359517313\\nTELEFONO: 809-871-6178\\nFECHA: 18/09/2024  HORA: 08:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   87,500.00\\n    1  PROYECTO  DISENO DE PLANOS            50,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      137,500.00\\nIMPUESTO ITBIS RD$      24,750.00\\nTOTAL RD$         162,250.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8554175\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["22300773912"],"invoice_ids":["inv_096b4f5842240ffdf69e"],"observation_id":"obs_d4cd2fb02433f8400d36","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.92,"augmentation_metadata":{"downscale_factor":0.884,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.975,"brightness_factor":0.94,"blur_sigma":0.672,"crop_applied":true,"camera_distance_factors":[0.931],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.73,"jpeg_quality":73,"documents":[{"rotation_deg":-2.607,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3374099682949572429,"difficulty":"medium","split":"train"}
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{"image":"images/607_001235.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130081311\",\"ncf\":\"B1487271800\",\"fecha_comprobante\":\"20250903\",\"monto_facturado\":2965.00,\"itbis_facturado\":533.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":964.23,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2534.47,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133314942\",\"ncf\":\"E456555765839\",\"fecha_comprobante\":\"20250731\",\"monto_facturado\":67186.00,\"itbis_facturado\":12093.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":79279.48,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03900160445\",\"ncf\":\"B1581970710\",\"fecha_comprobante\":\"20250805\",\"monto_facturado\":36421.95,\"itbis_facturado\":6555.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":42977.90,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DAYS JOSEFINA AGUILERA PALOMO\\nRNC EMISOR: 00114517188\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA BUDAPEST SRL\\nRNC CLIENTE: 130081311\\nFACTURA DE CREDITO FISCAL\\nNCF B1487271800\\nFACTURA NO.: 0974722\\nAUTORIZACION: 473410609\\nTELEFONO: 809-739-2270\\nFECHA: 03/09/2025  HORA: 16:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,965.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,965.00\\nITBIS RD$         533.70\\nTOTAL RD$           3,498.70\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1273589\\nGRACIAS POR SU COMPRA\\nEntregado\\n\\n--- FACTURA ---\\n\\nPARROQUIA ESPIRITU SANTO\\nRNC EMISOR: 422003072\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIALIZADORA NICAULYS SRL\\nRNC CLIENTE: 133314942\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456555765839\\nFACTURA NO.: 6517048\\nAUTORIZACION: 788516783\\nTELEFONO: 809-831-3988\\nFECHA: 31/07/2025  HORA: 19:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   14  PAGINA    TRADUCCION DE DOCUMENTOS    32,186.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       35,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       67,186.00\\nITBIS RD$      12,093.48\\nTOTAL RD$          79,279.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8075227\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 79209420\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nDESECHABLES Y PAPELERIA EUDICA SRL\\nRNC EMISOR: 132543424\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIPE ORLANDO ULLOA\\nRNC CLIENTE: 03900160445\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1581970710\\nFACTURA NO.: 9305312\\nAUTORIZACION: 842138768\\nTELEFONO: 809-795-8603\\nFECHA: 05/08/2025  HORA: 17:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,505.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     344.95\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,000.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  24,588.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,984.00\\n-------------------------------------------\\nSUB-TOTAL RD$       36,421.95\\nITBIS RD$       6,555.95\\nTOTAL RD$          42,977.90\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8056511\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 71226938\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\"}","template_ids":[5,4,0],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00114517188","422003072","132543424"],"invoice_ids":["inv_473fdcb6b6da41bbff11","inv_bc9b8b99886d4e5b4960","inv_cdbb328d9c662e676aeb"],"observation_id":"obs_b433d279a43c2411926e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.54,"augmentation_metadata":{"downscale_factor":0.74,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.931,"brightness_factor":1.069,"blur_sigma":0.314,"crop_applied":false,"camera_distance_factors":[0.968,0.961,0.925],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":50.79,"jpeg_quality":79,"documents":[{"rotation_deg":1.619,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.179,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.445,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4826732956157648827,"difficulty":"hard","split":"train"}
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{"image":"images/606_001238.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130138893\",\"ncf\":\"E319468525185\",\"fecha_comprobante\":\"20251228\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15866.00,\"itbis_facturado\":2855.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"E WORLD SOLUTIONS S A\\nE WORLD SOLUTIONS S A\\nRNC: 130138893\\nCLIENTE: FORO NACIONAL DE ABOGADOS FONO\\nRNC CLIENTE: 430249165\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319468525185\\nFACTURA NO.: 2149650\\nAUTORIZACION: 595470375\\nTELEFONO: 809-325-5098\\nFECHA: 28/12/2025  HORA: 08:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   5,908.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,193.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,765.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       15,866.00\\nITBIS RD$       2,855.88\\nTOTAL RD$          18,721.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5569950\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 85106569\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130138893"],"invoice_ids":["inv_afd29a6e56d3110d4c90"],"observation_id":"obs_5d6cdd9788a0be4e4379","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.98,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":1.0,"brightness_factor":0.987,"blur_sigma":0.108,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.6,"jpeg_quality":96,"documents":[{"rotation_deg":0.28,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5819115100031643186,"difficulty":"light","split":"train"}
{"image":"images/607_001239.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132297598\",\"ncf\":\"E318715332914\",\"fecha_comprobante\":\"20240116\",\"monto_facturado\":143392.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":143392.99,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CORPORACION 70263\\nRNC EMISOR: 130282048\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALTAGRACIA R&J IMPORT EXPORT SRL\\nRNC CLIENTE: 132297598\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318715332914\\nFACTURA NO.: 3335860\\nAUTORIZACION: 598987867\\nTELEFONO: 809-688-4671\\nFECHA: 16/01/2024  HORA: 18:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   10,420.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    7,363.50\\n    2  MES       ALQUILER DE LOCAL           79,373.00\\n    1  SERVICIO  COMISION INMOBILIARIA       46,235.99\\n----------------------------------------------\\nSUBTOTAL RD$      143,392.99\\nITBIS RD$           0.00\\nTOTAL RD$         143,392.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5832237\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 25776131\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130282048"],"invoice_ids":["inv_2ade786498e9aed19078"],"observation_id":"obs_3473b4f3bd0a5471ce5c","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.856,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.833,"brightness_factor":1.008,"blur_sigma":0.402,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.36,"jpeg_quality":89,"documents":[{"rotation_deg":0.364,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18332584215045793511,"difficulty":"medium","split":"train"}
{"image":"images/606_001240.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40209471156\",\"ncf\":\"E444441729998\",\"fecha_comprobante\":\"20240527\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":735.95,\"itbis_facturado\":43.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130938776\",\"ncf\":\"B0251489367\",\"fecha_comprobante\":\"20250409\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8425.85,\"itbis_facturado\":1516.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"YEFRY ALEXADER MARIANO\\nYEFRY ALEXADER MARIANO\\nRNC: 40209471156\\nCLIENTE: RAMON GUZMAN LORA\\nRNC CLIENTE: 00101756252\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444441729998\\nFACTURA NO.: 1814225\\nAUTORIZACION: 32001102\\nTELEFONO: 809-371-8678\\nFECHA: 27/05/2024  HORA: 11:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                      49.00\\n    1  UNIDAD    REFRESCO 2.5 LITROS\\n                                     161.00\\n    1  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                      81.00\\n    5  UNIDAD    HABICHUELAS 800 G\\n                                     444.95\\n-------------------------------------------\\nSUBTOTAL RD$          735.95\\nITBIS RD$          43.56\\nTOTAL RD$             779.51\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1046820\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 69876968\\nYAM\\n\\n--- FACTURA ---\\n\\nINVERSIONES ENERGIA 3000\\nINVERSIONES ENERGIA 3000 SRL\\nRNC EMISOR: 130938776\\nCLIENTE: D ELECTRICIDAD Y PLOMERIA JUAN CARLOS M\\nRNC CLIENTE: 133265516\\nFACTURA DE CREDITO FISCAL\\nNCF: B0251489367\\nFACTURA NO.: 2839996\\nAUTORIZACION: 283586704\\nTELEFONO: 809-675-1106\\nFECHA: 09/04/2025  HORA: 13:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,867.95\\n    2  UNIDAD    EQUIPO ELECTRICO             6,557.90\\n----------------------------------------------\\nSUB-TOTAL RD$        8,425.85\\nITBIS 18% RD$       1,516.65\\nTOTAL RD$           9,942.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5679229\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 23962833\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,3],"business_categories":["colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40209471156","130938776"],"invoice_ids":["inv_57c2ce11295825657e52","inv_bf03e23a1add1c60dc3e"],"observation_id":"obs_97f1888f898ed69b14cd","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.98,"augmentation_metadata":{"downscale_factor":0.907,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.716,"brightness_factor":1.037,"blur_sigma":0.278,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.24,"jpeg_quality":86,"documents":[{"rotation_deg":1.053,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.258,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"YAM"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12241547299309788148,"difficulty":"medium","split":"train"}
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{"image":"images/606_001248.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03700083458\",\"ncf\":\"E441737796789\",\"fecha_comprobante\":\"20250926\",\"monto_facturado_servicios\":138000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24840.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"TALLERES TIKI\\nALEJANDRO BRITO\\nRNC 03700083458\\nCLIENTE: TEODOSA AQUINO LARA\\nRNC CLIENTE: 00107494635\\nFACTURA DE CREDITO FISCAL\\nNCF E441737796789\\nFACTURA NO.: 5322186\\nAUTORIZACION: 804718207\\nTELEFONO: 809-948-8521\\nFECHA: 26/09/2025  HORA: 19:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   18,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       35,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   74,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      138,000.00\\nITBIS RD$      24,840.00\\nTOTAL RD$         162,840.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5723714\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 82855939\\nRecibido\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03700083458"],"invoice_ids":["inv_cc6ae6b3ce8a86bfc16a"],"observation_id":"obs_b4f16ddb19b5756edb98","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.86,"augmentation_metadata":{"downscale_factor":0.818,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.973,"brightness_factor":0.906,"blur_sigma":0.235,"crop_applied":false,"camera_distance_factors":[0.928],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.36,"jpeg_quality":84,"documents":[{"rotation_deg":2.879,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7673673825686602950,"difficulty":"medium","split":"train"}
{"image":"images/607_001249.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02300360563\",\"ncf\":\"B1539135389\",\"fecha_comprobante\":\"20250704\",\"monto_facturado\":17487.49,\"itbis_facturado\":3147.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":20635.24,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAFAEL CAPELLAN\\nRNC EMISOR: 08700187753\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUARIONEX ROSARIO GUZMAN\\nRNC CLIENTE: 02300360563\\nFACTURA DE CREDITO FISCAL\\nNCF: B1539135389\\nFACTURA NO.: 1581145\\nAUTORIZACION: 845135967\\nTELEFONO: 809-857-1885\\nFECHA: 04/07/2025  HORA: 11:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,006.99\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,272.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,848.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,360.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,487.49\\nITBIS RD$       3,147.75\\nTOTAL RD$          20,635.24\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9009370\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 73790113\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["08700187753"],"invoice_ids":["inv_6627800d15e7c657d641"],"observation_id":"obs_bc94594e3aa1d961c26f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.37,"augmentation_metadata":{"downscale_factor":0.792,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.747,"brightness_factor":1.062,"blur_sigma":0.415,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":81,"documents":[{"rotation_deg":1.243,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17850279445488872326,"difficulty":"medium","split":"validation"}
{"image":"images/606_001250.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03400529602\",\"ncf\":\"B1454616136\",\"fecha_comprobante\":\"20251019\",\"monto_facturado_servicios\":19157.85,\"monto_facturado_bienes\":3249.90,\"itbis_facturado\":4033.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00109156265\",\"ncf\":\"E449955944146\",\"fecha_comprobante\":\"20240114\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":427.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"07100318539\",\"ncf\":\"B0123734332\",\"fecha_comprobante\":\"20250503\",\"monto_facturado_servicios\":1503.00,\"monto_facturado_bienes\":9724.00,\"itbis_facturado\":2020.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"VICTOR ALFONSO TORRES PEÑALO\\nVICTOR ALFONSO TORRES PEÑALO\\nRNC 03400529602\\nCLIENTE: VICTOR ANTONIO HERNANDEZ CHECO\\nRNC CLIENTE: 03300334830\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1454616136\\nFACTURA NO.: 3631010\\nAUTORIZACION: 624168045\\nTELEFONO: 809-933-4497\\nFECHA: 19/10/2025  HORA: 11:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REPARACION MECANICA         11,287.95\\n    2  UNIDAD    ACEITE DE MOTOR              2,335.90\\n    2  SERVICIO  MANTENIMIENTO PREVENTIVO     7,869.90\\n    1  UNIDAD    FILTRO DE ACEITE               914.00\\n----------------------------------------------\\nSUB-TOTAL RD$       22,407.75\\nIMPUESTO ITBIS RD$       4,033.40\\nTOTAL RD$          26,441.15\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7741256\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 47018869\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEMELANIA JOAQUIN DE CUEVAS\\nEMELANIA JOAQUIN DE CUEVAS\\nRNC: 00109156265\\nCLIENTE: GARPECO G & P DEVELOPMENT GROUP\\nSRL\\nRNC CLIENTE: 131217151\\nFACTURA DE CREDITO FISCAL\\nNCF E449955944146\\nFACTURA NO.: 7753436\\nAUTORIZACION: 221325132\\nTELEFONO: 809-715-4506\\nFECHA: 14/01/2024  HORA: 13:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  LIBRA     AZUCAR CREMA LIBRA\\n                                      94.00\\n    3  LITRO     LECHE UHT 1 LITRO\\n                                     333.00\\n-------------------------------------------\\nSUBTOTAL RD$          427.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             427.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 117348\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 81963218\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\\n\\n--- FACTURA ---\\n\\nFARMACIA JEIEL\\nMARIA ESTHER HENRIQUEZ HERNANDEZ\\nRNC: 07100318539\\nCLIENTE: CLINICA DENTAL DR RAFAEL ABREU\\nEIRL\\nRNC CLIENTE: 132662601\\nFACTURA DE CREDITO FISCAL\\nNCF: B0123734332\\nFACTURA NO.: 7543030\\nAUTORIZACION: 429922748\\nTELEFONO: 809-819-4314\\nFECHA: 03/05/2025  HORA: 19:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,503.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,531.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,296.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     376.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,521.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,227.00\\nITBIS RD$       2,020.86\\nTOTAL RD$          13,247.86\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2246925\\nGRACIAS POR SU COMPRA\\nFJ\\nCOPIA\\nPendiente\"}","template_ids":[4,5,1],"business_categories":["automotriz","colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03400529602","00109156265","07100318539"],"invoice_ids":["inv_a45b3247dc88b14631d2","inv_5ce98035361b8fd52424","inv_400987da749c39efc328"],"observation_id":"obs_2fb51fe8faca67a73b3f","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.85,"augmentation_metadata":{"downscale_factor":0.614,"red_scale":1.057,"blue_scale":0.943,"contrast_factor":1.084,"brightness_factor":0.901,"blur_sigma":0.81,"crop_applied":false,"camera_distance_factors":[0.959,0.907,0.891],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":53.47,"jpeg_quality":76,"documents":[{"rotation_deg":1.204,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.576,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":5.308,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"FJ"}]},"num_invoices":3,"seed":854656690861671157,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_001252.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133746565\",\"ncf\":\"E454304766804\",\"fecha_comprobante\":\"20250215\",\"monto_facturado_servicios\":25010.99,\"monto_facturado_bienes\":19.00,\"itbis_facturado\":4501.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131479741\",\"ncf\":\"E443569851867\",\"fecha_comprobante\":\"20251015\",\"monto_facturado_servicios\":268500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":48330.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"DELICIA COCO RD JOSDIMAS\\nDELICIA COCO RD JOSDIMAS S.R.L.\\nRNC EMISOR: 133746565\\nCLIENTE: JESUS EVANGELISTA MOJICA\\nRNC CLIENTE: 09300082204\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454304766804\\nFACTURA NO.: 1030115\\nAUTORIZACION: 976438970\\nTELEFONO: 809-980-1043\\nFECHA: 15/02/2025  HORA: 14:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  25,010.99\\n    1  UNIDAD    PLATANO BARAHONERO\\n                                      19.00\\n-------------------------------------------\\nSUBTOTAL RD$       25,029.99\\nITBIS 18% RD$       4,501.98\\nTOTAL RD$          29,531.97\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1505206\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 78527534\\n\\n--- FACTURA ---\\n\\nINVERSIONES REYES GIL\\nINVERSIONES REYES GIL SRL\\nRNC 131479741\\nCLIENTE: NANCI FERMIN ESPINO\\nRNC CLIENTE: 00101979862\\nFACTURA DE CREDITO FISCAL\\nNCF E443569851867\\nFACTURA NO.: 8183486\\nAUTORIZACION: 920638821\\nTELEFONO: 809-904-6138\\nFECHA: 15/10/2025  HORA: 13:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       118,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n    1  PROYECTO  DISENO DE PLANOS           125,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      268,500.00\\nITBIS RD$      48,330.00\\nTOTAL RD$         316,830.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2965770\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 87941321\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[0,4],"business_categories":["agricultura","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133746565","131479741"],"invoice_ids":["inv_270e59a2f2029808b3c5","inv_eb21b7c5ff4307990915"],"observation_id":"obs_cef4084ff801e740cf60","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.27,"augmentation_metadata":{"downscale_factor":0.758,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":1.044,"brightness_factor":1.037,"blur_sigma":0.823,"crop_applied":false,"camera_distance_factors":[0.928,0.891],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":43.51,"jpeg_quality":90,"documents":[{"rotation_deg":1.687,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.225,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10490522800850978158,"difficulty":"medium","split":"train"}
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{"image":"images/607_001255.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03700532785\",\"ncf\":\"E445480019226\",\"fecha_comprobante\":\"20250703\",\"monto_facturado\":60500.00,\"itbis_facturado\":10890.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":30024.22,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":41365.78,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"09300643898\",\"ncf\":\"E321385482522\",\"fecha_comprobante\":\"20250522\",\"monto_facturado\":8631.00,\"itbis_facturado\":1553.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7243.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2941.09,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RUBIO  S A\\nRNC EMISOR: 122009655\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA VERONICA ACEVEDO\\nRNC CLIENTE: 03700532785\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445480019226\\nFACTURA NO.: 2339796\\nAUTORIZACION: 901496509\\nTELEFONO: 809-746-5665\\nFECHA: 03/07/2025  HORA: 08:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       9,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   34,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,000.00\\n    1  SERVICIO  ASESORIA TECNICA             5,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       60,500.00\\nITBIS RD$      10,890.00\\nTOTAL RD$          71,390.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9449160\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 86287584\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nISAEF C PO A\\nRNC EMISOR: 130179052\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARMEN YOLANDA FERNANDEZ BERIGUETE\\nRNC CLIENTE: 09300643898\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321385482522\\nFACTURA NO.: 3362555\\nAUTORIZACION: 36876752\\nTELEFONO: 809-634-6687\\nFECHA: 22/05/2025  HORA: 11:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         8,631.00\\n----------------------------------------------\\nSUBTOTAL RD$        8,631.00\\nITBIS RD$       1,553.58\\nTOTAL RD$          10,184.58\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9297537\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[4,12],"business_categories":["profesional","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["122009655","130179052"],"invoice_ids":["inv_4b2dceebd85c56c25453","inv_9e16f860754b53ee6232"],"observation_id":"obs_9f67c5ad3d1195f14dce","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.016,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":32.66,"jpeg_quality":96,"documents":[{"rotation_deg":-0.078,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.025,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12771301897695569252,"difficulty":"medium","split":"train"}
{"image":"images/606_001256.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22300002742\",\"ncf\":\"E315711889075\",\"fecha_comprobante\":\"20240807\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6322.00,\"itbis_facturado\":1137.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40224945770\",\"ncf\":\"E451058401628\",\"fecha_comprobante\":\"20240503\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1693.98,\"itbis_facturado\":304.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"101639539\",\"ncf\":\"E449375906513\",\"fecha_comprobante\":\"20240701\",\"monto_facturado_servicios\":776274.94,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":139729.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"HECTOR RODOLFO MENDEZ RODRIGUEZ\\nHECTOR RODOLFO MENDEZ RODRIGUEZ\\nRNC EMISOR: 22300002742\\nCLIENTE: REDHAWK CAPITAL SRL\\nRNC CLIENTE: 132005139\\nFACTURA DE CREDITO FISCAL\\nNCF E315711889075\\nFACTURA NO.: 9614380\\nAUTORIZACION: 861524050\\nTELEFONO: 809-598-8927\\nFECHA: 07/08/2024  HORA: 10:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,728.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,184.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     410.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,322.00\\nITBIS RD$       1,137.96\\nTOTAL RD$           7,459.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7478374\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCOLMADO JUAN BONILLA\\nJUAN RAMON BONILLA CONTRERAS\\nRNC: 40224945770\\nCLIENTE: ABOGADOS H HERRERA SRL\\nRNC CLIENTE: 101803292\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451058401628\\nFACTURA NO.: 6856947\\nAUTORIZACION: 639086138\\nTELEFONO: 809-629-1594\\nFECHA: 03/05/2024  HORA: 17:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   1,693.98\\n-------------------------------------------\\nSUBTOTAL RD$        1,693.98\\nIMPUESTO ITBIS RD$         304.92\\nTOTAL RD$           1,998.90\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 6875131\\nGRACIAS POR SU COMPRA\\nCJB\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA TERCER MILENIO C X A\\nINMOBILIARIA TERCER MILENIO C X A\\nRNC: 101639539\\nCLIENTE: JOSE DOMINGO GARCIA MARTINEZ\\nRNC CLIENTE: 04900619034\\nFACTURA DE CREDITO FISCAL\\nNCF E449375906513\\nFACTURA NO.: 2481786\\nAUTORIZACION: 343737608\\nTELEFONO: 809-534-9453\\nFECHA: 01/07/2024  HORA: 12:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    6,639.99\\n    3  MES       ALQUILER DE LOCAL          518,274.00\\n    1  SERVICIO  COMISION INMOBILIARIA      193,382.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       42,783.95\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   15,195.00\\n----------------------------------------------\\nSUB-TOTAL RD$      776,274.94\\nITBIS 18% RD$     139,729.49\\nTOTAL RD$         916,004.43\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7957900\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,0,4],"business_categories":["comercio_general","colmado_alimentos","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["22300002742","40224945770","101639539"],"invoice_ids":["inv_1d0bbbcd0ba89c264f52","inv_17a00d9123233ee2ae08","inv_4ebb276d9c38ac062c79"],"observation_id":"obs_58e35fb0762abd0c6988","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.64,"augmentation_metadata":{"downscale_factor":0.68,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.892,"brightness_factor":0.928,"blur_sigma":0.773,"crop_applied":false,"camera_distance_factors":[0.921,0.966,0.901],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":56.13,"jpeg_quality":83,"documents":[{"rotation_deg":-1.314,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.76,"perspective":0.035,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.828,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CJB"},{"kind":"none","text":""}]},"num_invoices":3,"seed":4040587635205835747,"difficulty":"hard","split":"train"}
{"image":"images/607_001257.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133167311\",\"ncf\":\"E448832849924\",\"fecha_comprobante\":\"20250608\",\"monto_facturado\":29774.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":29774.50,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DENTAL SOLUTION R&G\\nRNC EMISOR: 132507185\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SMIL METRO LICOR S STORE SRL\\nRNC CLIENTE: 133167311\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448832849924\\nFACTURA NO.: 9811839\\nAUTORIZACION: 589921010\\nTELEFONO: 809-880-2533\\nFECHA: 08/06/2025  HORA: 10:21\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CONSULTA MEDICA\\n                                                  3,309.50\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                                  3,107.00\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                                 20,036.00\\n    2  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                                  3,322.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       29,774.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$          29,774.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8859964\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 11808728\"}","template_ids":[9],"business_categories":["salud"],"catalog_sources":[["curated"]],"issuer_rncs":["132507185"],"invoice_ids":["inv_ae4d98da22719b80bb79"],"observation_id":"obs_18b42e7defe9e5d805ed","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.036,"brightness_factor":0.995,"blur_sigma":0.175,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.45,"jpeg_quality":96,"documents":[{"rotation_deg":0.331,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11770599691895193290,"difficulty":"light","split":"train"}
{"image":"images/606_001258.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130008027\",\"ncf\":\"B0248115712\",\"fecha_comprobante\":\"20250602\",\"monto_facturado_servicios\":873.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":157.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"D DANIEL RENT A CAR SRL\\nD DANIEL RENT A CAR SRL\\nRNC EMISOR: 130008027\\nCLIENTE: GILCY VERONICA JAVIER ABREU\\nRNC CLIENTE: 22500465079\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0248115712\\nFACTURA NO.: 5645779\\nAUTORIZACION: 591959231\\nTELEFONO: 809-268-8192\\nFECHA: 02/06/2025  HORA: 11:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                     873.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          873.00\\nIMPUESTO ITBIS RD$         157.14\\nTOTAL RD$           1,030.14\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4329496\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 55065800\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["130008027"],"invoice_ids":["inv_6c1368de4f9d910fb2b1"],"observation_id":"obs_10989e60b2bbc7551cd1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":10.32,"augmentation_metadata":{"downscale_factor":0.819,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.939,"brightness_factor":1.047,"blur_sigma":0.616,"crop_applied":false,"camera_distance_factors":[0.985],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.3,"jpeg_quality":72,"documents":[{"rotation_deg":3.933,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7254000288485621730,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nSERVICIOS DE HERRAMIENTAS CARLOS\\nRNC EMISOR: 40237284282\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA HAO YOU LAI SRL\\nRNC CLIENTE: 131599605\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325743465567\\nFACTURA NO.: 9012697\\nAUTORIZACION: 685034471\\nTELEFONO: 809-997-3905\\nFECHA: 22/10/2024  HORA: 16:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO           461.00\\n    2  SERVICIO  SERVICIO DE ENTREGA          2,982.00\\n    4  UNIDAD    EQUIPO ELECTRICO            14,563.96\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,123.80\\n    2  UNIDAD    MATERIAL DE OFICINA          3,171.90\\n----------------------------------------------\\nSUBTOTAL RD$       23,302.66\\nIMPUESTO ITBIS RD$       4,194.48\\nTOTAL RD$          27,497.14\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4465183\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 55391073\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\"}","template_ids":[1,4,7,3],"business_categories":["comercio_general","profesional","belleza","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["40214959765","402006688","132931963","40237284282"],"invoice_ids":["inv_3839ce2239d6c2057098","inv_45254fd4562953475866","inv_b34c495867ec70a0c972","inv_f800d4aca14af5960353"],"observation_id":"obs_fad5a187da407c98beb2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.839,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.654,"brightness_factor":1.021,"blur_sigma":0.373,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":90,"documents":[{"rotation_deg":-1.221,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.557,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.248,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.521,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":9992284426207953901,"difficulty":"very_hard","split":"validation"}
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{"image":"images/606_001264.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132144473\",\"ncf\":\"E441768208311\",\"fecha_comprobante\":\"20240504\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":459.00,\"itbis_facturado\":82.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40228841769\",\"ncf\":\"E322453551029\",\"fecha_comprobante\":\"20241229\",\"monto_facturado_servicios\":1053.00,\"monto_facturado_bienes\":8985.00,\"itbis_facturado\":1806.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00112698774\",\"ncf\":\"E313406918502\",\"fecha_comprobante\":\"20240411\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":26554.50,\"itbis_facturado\":4779.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"NARMON DOMINICANA\\nNARMON DOMINICANA SRL\\nRNC: 132144473\\nCLIENTE: J7MS PEST CONTROL SRL\\nRNC CLIENTE: 132864697\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441768208311\\nFACTURA NO.: 4692653\\nAUTORIZACION: 123630172\\nTELEFONO: 809-602-3261\\nFECHA: 04/05/2024  HORA: 14:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            459.00\\n----------------------------------------------\\nSUB-TOTAL RD$          459.00\\nITBIS 18% RD$          82.62\\nTOTAL RD$             541.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7262267\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 74760175\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nNELSON ALFONSO GONZALEZ FULGENCIO\\nNELSON ALFONSO GONZALEZ FULGENCIO\\nRNC EMISOR: 40228841769\\nCLIENTE: GRUPO AP SRL\\nRNC CLIENTE: 130877327\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322453551029\\nFACTURA NO.: 8515131\\nAUTORIZACION: 790768511\\nTELEFONO: 809-409-3284\\nFECHA: 29/12/2024  HORA: 11:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,985.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,053.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,038.00\\nITBIS 18% RD$       1,806.84\\nTOTAL RD$          11,844.84\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6541687\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 10211840\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nNAG\\n\\n--- FACTURA ---\\n\\nDOMINGO RAMIRO RODRIGUEZ CESA\\nDOMINGO RAMIRO RODRIGUEZ CESA\\nRNC: 00112698774\\nCLIENTE: ENNEGOCIOS SRL\\nRNC CLIENTE: 131747388\\nFACTURA DE CREDITO FISCAL\\nNCF: E313406918502\\nFACTURA NO.: 2319652\\nAUTORIZACION: 740045946\\nTELEFONO: 809-721-9100\\nFECHA: 11/04/2024  HORA: 08:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          2,286.00\\n    2  UNIDAD    EQUIPO ELECTRICO             8,550.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,147.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO        14,571.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       26,554.50\\nIMPUESTO ITBIS RD$       4,779.81\\nTOTAL RD$          31,334.31\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3801244\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_001271.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430185452\",\"ncf\":\"E317109002384\",\"fecha_comprobante\":\"20251219\",\"monto_facturado\":19222.65,\"itbis_facturado\":3460.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":22682.73,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INDUSTRIAS NAVALES DOMINICANA INADON\\nRNC EMISOR: 132291298\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONDOMINIO TORRE LA FONTANA\\nRNC CLIENTE: 430185452\\nFACTURA DE CREDITO FISCAL\\nNCF: E317109002384\\nFACTURA NO.: 3090972\\nAUTORIZACION: 41888395\\nTELEFONO: 809-721-4628\\nFECHA: 19/12/2025  HORA: 09:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA        4,000.00\\n    5  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    9,214.75\\n    2  QUINTAL   VARILLA CORRUGADA 3/8        6,007.90\\n----------------------------------------------\\nBASE IMPONIBLE RD$       19,222.65\\nIMPUESTO ITBIS RD$       3,460.08\\nTOTAL RD$          22,682.73\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2428925\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 97790089\"}","template_ids":[2],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["132291298"],"invoice_ids":["inv_b0be2f12c37d03ff610f"],"observation_id":"obs_ff272c51aae4ac30fa8e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.946,"brightness_factor":0.978,"blur_sigma":0.005,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.44,"jpeg_quality":93,"documents":[{"rotation_deg":0.095,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11031050477869282915,"difficulty":"light","split":"train"}
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{"image":"images/606_001276.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132845072\",\"ncf\":\"E324677399752\",\"fecha_comprobante\":\"20250224\",\"monto_facturado_servicios\":686.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":123.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"KAZOKU AUTO PART\\nKAZOKU AUTO PART SRL\\nRNC 132845072\\nCLIENTE: DAVID POUERIET CEDANO\\nRNC CLIENTE: 02800908242\\nFACTURA DE CREDITO FISCAL\\nNCF: E324677399752\\nFACTURA NO.: 6720974\\nAUTORIZACION: 826807897\\nTELEFONO: 809-940-7543\\nFECHA: 24/02/2025  HORA: 08:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     686.00\\n-------------------------------------------\\nSUBTOTAL RD$          686.00\\nITBIS 18% RD$         123.48\\nTOTAL RD$             809.48\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1445089\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132845072"],"invoice_ids":["inv_ad5db0a5a1aa786e2f43"],"observation_id":"obs_d6ca999990c627650708","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":11.49,"augmentation_metadata":{"downscale_factor":0.983,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.898,"brightness_factor":0.943,"blur_sigma":0.308,"crop_applied":false,"camera_distance_factors":[0.919],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.3,"jpeg_quality":94,"documents":[{"rotation_deg":-0.512,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14784308797697878492,"difficulty":"light","split":"train"}
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{"image":"images/606_001284.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131777902\",\"ncf\":\"B1414761086\",\"fecha_comprobante\":\"20250918\",\"monto_facturado_servicios\":6500.00,\"monto_facturado_bienes\":446.00,\"itbis_facturado\":1250.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"SERINCA DEL CARIBE\\nSERINCA DEL CARIBE SRL\\nRNC: 131777902\\nCLIENTE: EMI CLC CELULARES SRL\\nRNC CLIENTE: 133326108\\nFACTURA DE CREDITO FISCAL\\nNCF B1414761086\\nFACTURA NO.: 1730778\\nAUTORIZACION: 18024778\\nTELEFONO: 809-919-1853\\nFECHA: 18/09/2025  HORA: 12:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    6,500.00\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      110.00\\n   14  UNIDAD    CODO PVC 1/2 PULGADA           336.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,946.00\\nIMPUESTO ITBIS RD$       1,250.28\\nTOTAL RD$           8,196.28\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7800799\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 14955980\\nPAGADO\"}","template_ids":[13],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131777902"],"invoice_ids":["inv_2c7b88d4209597db1d65"],"observation_id":"obs_d89ddc422fdf350a7d14","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.864,"brightness_factor":1.015,"blur_sigma":0.48,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.33,"jpeg_quality":85,"documents":[{"rotation_deg":0.38,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4449329667172796100,"difficulty":"hard","split":"train"}
{"image":"images/607_001285.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130294518\",\"ncf\":\"E323071117866\",\"fecha_comprobante\":\"20250521\",\"monto_facturado\":187000.00,\"itbis_facturado\":33660.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":220660.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DEMETRIO ANTONIO VICENTE UREÑA\\nRNC EMISOR: 06500011868\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PUBLICOM SRL\\nRNC CLIENTE: 130294518\\nFACTURA DE CREDITO FISCAL\\nNCF E323071117866\\nFACTURA NO.: 0916975\\nAUTORIZACION: 982066453\\nTELEFONO: 809-558-3770\\nFECHA: 21/05/2025  HORA: 16:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES     4,000.00\\n    1  PROYECTO  DISENO DE PLANOS           120,000.00\\n    1  SERVICIO  ASESORIA TECNICA            18,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       27,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      187,000.00\\nIMPUESTO ITBIS RD$      33,660.00\\nTOTAL RD$         220,660.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7885984\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 87636977\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["06500011868"],"invoice_ids":["inv_185974f94b5da6861439"],"observation_id":"obs_79726e55c3dc1f7292da","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.766,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.972,"brightness_factor":1.005,"blur_sigma":0.165,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.75,"jpeg_quality":92,"documents":[{"rotation_deg":0.674,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11261090819500747727,"difficulty":"hard","split":"test"}
{"image":"images/606_001286.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22400190017\",\"ncf\":\"B0213243061\",\"fecha_comprobante\":\"20250624\",\"monto_facturado_servicios\":6000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1080.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JENNIFFER RODRIGUEZ VILLAR\\nJENNIFFER RODRIGUEZ VILLAR\\nRNC: 22400190017\\nCLIENTE: HECTOR NICOLAS BIENVENID MARTINEZ\\nSIMON\\nRNC CLIENTE: 00104911805\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0213243061\\nFACTURA NO.: 7420839\\nAUTORIZACION: 657668061\\nTELEFONO: 809-264-8910\\nFECHA: 24/06/2025  HORA: 15:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   6,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,000.00\\nITBIS 18% RD$       1,080.00\\nTOTAL RD$           7,080.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6350525\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["22400190017"],"invoice_ids":["inv_50c0d3099ed546d6aa0d"],"observation_id":"obs_6a00610b48ce6c4d44c5","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":11.81,"augmentation_metadata":{"downscale_factor":0.743,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.701,"brightness_factor":1.129,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.72,"jpeg_quality":84,"documents":[{"rotation_deg":0.059,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18002437129721649,"difficulty":"hard","split":"train"}
{"image":"images/607_001287.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132511824\",\"ncf\":\"E312412933299\",\"fecha_comprobante\":\"20251105\",\"monto_facturado\":4161.90,\"itbis_facturado\":749.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":4911.04}],\"ocr\":\"ENTRETELAS\\nRNC EMISOR: 124002338\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRINGO LOCO SRL\\nRNC CLIENTE: 132511824\\nFACTURA DE CREDITO FISCAL\\nNCF: E312412933299\\nFACTURA NO.: 5454017\\nAUTORIZACION: 209645801\\nTELEFONO: 809-893-7735\\nFECHA: 05/11/2025  HORA: 14:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     870.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,507.90\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     784.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,161.90\\nITBIS 18% RD$         749.14\\nTOTAL RD$           4,911.04\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 1393493\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 31014324\\nEntregado\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["124002338"],"invoice_ids":["inv_a9829cb37cbccb632b04"],"observation_id":"obs_6017270aa396e85aa8fa","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":8.83,"augmentation_metadata":{"downscale_factor":0.914,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.962,"brightness_factor":0.965,"blur_sigma":0.16,"crop_applied":false,"camera_distance_factors":[0.896],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":91,"documents":[{"rotation_deg":-0.796,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10794813545091156811,"difficulty":"light","split":"test"}
{"image":"images/606_001288.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131816691\",\"ncf\":\"E451984281043\",\"fecha_comprobante\":\"20250123\",\"monto_facturado_servicios\":43928.90,\"monto_facturado_bienes\":7807.50,\"itbis_facturado\":9312.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130162239\",\"ncf\":\"B0256869882\",\"fecha_comprobante\":\"20240507\",\"monto_facturado_servicios\":463152.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CLINICA ODONTOLOGICA DR SANTIAGO BENCOSME\\nCLINICA ODONTOLOGICA DR SANTIAGO BENCOSME SRL\\nRNC EMISOR: 131816691\\nCLIENTE: CARLOS MANUEL SANTANA PEREZ\\nRNC CLIENTE: 00109609446\\nFACTURA DE CREDITO FISCAL\\nNCF E451984281043\\nFACTURA NO.: 8717362\\nAUTORIZACION: 198500362\\nTELEFONO: 809-479-9280\\nFECHA: 23/01/2025  HORA: 15:15\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ANALISIS DE LABORATORIO\\n                                                  4,772.95\\n    5  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                                  7,807.50\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                                  3,105.00\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                                  3,316.95\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                                 32,734.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       51,736.40\\nITBIS 18% RD$       9,312.55\\nTOTAL RD$          61,048.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5610581\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 90689898\\n\\n--- FACTURA ---\\n\\nSOL BAVARO GROUP SRL\\nSOL BAVARO GROUP SRL\\nRNC EMISOR: 130162239\\nCLIENTE: AGUA NATURAL DOMINICANA MICRISJ SRL\\nRNC CLIENTE: 133200163\\nFACTURA DE CREDITO FISCAL\\nNCF B0256869882\\nFACTURA NO.: 9890000\\nAUTORIZACION: 979762542\\nTELEFONO: 809-420-6296\\nFECHA: 07/05/2024  HORA: 13:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       ALQUILER DE LOCAL          175,114.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   24,321.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   20,465.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       30,156.00\\n    1  SERVICIO  COMISION INMOBILIARIA      213,096.00\\n----------------------------------------------\\nSUB-TOTAL RD$      463,152.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         463,152.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3646781\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 30512880\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[9,11],"business_categories":["salud","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131816691","130162239"],"invoice_ids":["inv_2920628b78df8c54e0b9","inv_985782b329088127c6bc"],"observation_id":"obs_90490764ef606ad09f42","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.69,"augmentation_metadata":{"downscale_factor":0.879,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.01,"brightness_factor":0.939,"blur_sigma":0.326,"crop_applied":false,"camera_distance_factors":[0.966,0.952],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.44,"jpeg_quality":86,"documents":[{"rotation_deg":1.613,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.72,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13993520994812043603,"difficulty":"medium","split":"train"}
{"image":"images/607_001289.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03103008441\",\"ncf\":\"E319658566855\",\"fecha_comprobante\":\"20250623\",\"monto_facturado\":5370.00,\"itbis_facturado\":966.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6336.60,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TALLER INDUSTRIAL HERMANOS CABRERA\\nRNC EMISOR: 05401014369\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS BENITO FERREIRAS FERMIN\\nRNC CLIENTE: 03103008441\\nFACTURA DE CREDITO FISCAL\\nNCF E319658566855\\nFACTURA NO.: 7167249\\nAUTORIZACION: 320976562\\nTELEFONO: 809-487-1701\\nFECHA: 23/06/2025  HORA: 13:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             2,081.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,084.00\\n    5  UNIDAD    MATERIAL DE OFICINA          1,205.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,370.00\\nIMPUESTO ITBIS RD$         966.60\\nTOTAL RD$           6,336.60\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3626083\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 79592323\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05401014369"],"invoice_ids":["inv_577852a70e2b4d609ddb"],"observation_id":"obs_f25d3ea50ea40a4f28d0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.821,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.957,"brightness_factor":1.051,"blur_sigma":0.753,"crop_applied":false,"camera_distance_factors":[0.882],"legibility_scale_corrections":[0.0],"final_contrast_stddev":78.32,"jpeg_quality":78,"documents":[{"rotation_deg":-3.634,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11140576688281665089,"difficulty":"medium","split":"train"}
{"image":"images/606_001290.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03105466530\",\"ncf\":\"B0171025581\",\"fecha_comprobante\":\"20240518\",\"monto_facturado_servicios\":230730.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":41531.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133706423\",\"ncf\":\"E451986157906\",\"fecha_comprobante\":\"20250622\",\"monto_facturado_servicios\":819147.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":147446.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RAFAEL ALEJANDRO FERMIN FRANCIS\\nRAFAEL ALEJANDRO FERMIN FRANCIS\\nRNC EMISOR: 03105466530\\nCLIENTE: POSTES ORIENTALES S A\\nRNC CLIENTE: 101520681\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0171025581\\nFACTURA NO.: 0825539\\nAUTORIZACION: 392642706\\nTELEFONO: 809-476-5926\\nFECHA: 18/05/2024  HORA: 15:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   21,817.00\\n    1  MES       ALQUILER DE LOCAL           55,542.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       30,529.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   29,059.00\\n    1  SERVICIO  COMISION INMOBILIARIA       93,783.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      230,730.50\\nIMPUESTO ITBIS RD$      41,531.49\\nTOTAL RD$         272,261.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1144990\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 53881568\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\nPagado\\n\\n--- FACTURA ---\\n\\nTHE DUNN INVESTMENT GROUP\\nTHE DUNN INVESTMENT GROUP SRL\\nRNC: 133706423\\nCLIENTE: RODOLFO ENRIQUE ACOSTA RECIO\\nRNC CLIENTE: 02200016976\\nFACTURA DE CREDITO FISCAL\\nNCF: E451986157906\\nFACTURA NO.: 2250109\\nAUTORIZACION: 839932348\\nTELEFONO: 809-457-9383\\nFECHA: 22/06/2025  HORA: 20:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  MANTENIMIENTO DE AREA COMUN   55,374.00\\n    3  SERVICIO  COMISION INMOBILIARIA      507,930.00\\n    3  MES       ALQUILER DE LOCAL          255,843.00\\n----------------------------------------------\\nSUBTOTAL RD$      819,147.00\\nIMPUESTO ITBIS RD$     147,446.46\\nTOTAL RD$         966,593.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 251163\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 89010641\\nVerificado\"}","template_ids":[4,2],"business_categories":["inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03105466530","133706423"],"invoice_ids":["inv_8643d03c12e008b313e4","inv_815f0a3bc2a09b86fa63"],"observation_id":"obs_75bd26d670050917e6a3","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.661,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":1.04,"brightness_factor":1.014,"blur_sigma":0.233,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":65.04,"jpeg_quality":93,"documents":[{"rotation_deg":0.944,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.873,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12937339020971158118,"difficulty":"hard","split":"train"}
{"image":"images/607_001291.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130403635\",\"ncf\":\"E310431831706\",\"fecha_comprobante\":\"20241018\",\"monto_facturado\":122500.00,\"itbis_facturado\":22050.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":144550.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MIRTHA ANILDA LOCKWARD COLUMNA\\nRNC EMISOR: 00100875566\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KAIZEN GROUP S A\\nRNC CLIENTE: 130403635\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310431831706\\nFACTURA NO.: 1964529\\nAUTORIZACION: 782459781\\nTELEFONO: 809-955-7114\\nFECHA: 18/10/2024  HORA: 14:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  72,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  50,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      122,500.00\\nIMPUESTO ITBIS RD$      22,050.00\\nTOTAL RD$         144,550.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8532465\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 13178261\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00100875566"],"invoice_ids":["inv_e1e4640249984954c2b7"],"observation_id":"obs_d6a4ac536bd6f197c0df","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.7,"augmentation_metadata":{"downscale_factor":0.908,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.996,"brightness_factor":1.008,"blur_sigma":0.106,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.78,"jpeg_quality":88,"documents":[{"rotation_deg":0.786,"perspective":0.004,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13912865773792684362,"difficulty":"light","split":"validation"}
{"image":"images/606_001292.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101155337\",\"ncf\":\"B0153035178\",\"fecha_comprobante\":\"20241019\",\"monto_facturado_servicios\":47828.00,\"monto_facturado_bienes\":14681.90,\"itbis_facturado\":11251.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JAMAD INDUSTRIAL S A\\nJAMAD INDUSTRIAL S A\\nRNC EMISOR: 101155337\\nCLIENTE: INSTITUTO DOMINICANO DE METEOROLOGIA IN\\nRNC CLIENTE: 401037297\\nFACTURA DE CREDITO FISCAL\\nNCF: B0153035178\\nFACTURA NO.: 1167877\\nAUTORIZACION: 122819020\\nTELEFONO: 809-430-7115\\nFECHA: 19/10/2024  HORA: 15:19\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    BANNER PUBLICITARIO\\n                                                 14,681.90\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                                 12,785.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                                 22,888.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                                 12,155.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       62,509.90\\nIMPUESTO ITBIS RD$      11,251.78\\nTOTAL RD$          73,761.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7196314\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["101155337"],"invoice_ids":["inv_38e545bbf71a77ccea77"],"observation_id":"obs_aee4e7f5297d256cd849","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.99,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.974,"brightness_factor":0.993,"blur_sigma":0.069,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.74,"jpeg_quality":94,"documents":[{"rotation_deg":0.352,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6012983384094804436,"difficulty":"light","split":"train"}
{"image":"images/607_001293.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102397239\",\"ncf\":\"B0209047013\",\"fecha_comprobante\":\"20240423\",\"monto_facturado\":1295.88,\"itbis_facturado\":233.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":33.76,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":1562.90,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"122029151\",\"ncf\":\"B1590795892\",\"fecha_comprobante\":\"20250409\",\"monto_facturado\":23031.00,\"itbis_facturado\":4145.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27176.58,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELSA MIGUELINA BELLO FELIZ DE ESPINAL\\nRNC EMISOR: 00102356961\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MERBIN FERNANDO GUERRERO MEJIA\\nRNC CLIENTE: 00102397239\\nFACTURA DE CREDITO FISCAL\\nNCF: B0209047013\\nFACTURA NO.: 1746666\\nAUTORIZACION: 584860230\\nTELEFONO: 809-451-6753\\nFECHA: 23/04/2024  HORA: 20:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            845.90\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           449.98\\n----------------------------------------------\\nSUBTOTAL RD$        1,295.88\\nITBIS RD$         233.26\\nOTROS IMPUESTOS RD$      33.76\\nTOTAL RD$           1,562.90\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4920705\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 93617063\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nKWEI HUNG CHOU\\nRNC EMISOR: 00111948642\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIALIZADORA R & T C POR A\\nRNC CLIENTE: 122029151\\nFACTURA DE CREDITO FISCAL\\nNCF B1590795892\\nFACTURA NO.: 5240943\\nAUTORIZACION: 294647291\\nTELEFONO: 809-990-9578\\nFECHA: 09/04/2025  HORA: 11:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,782.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     396.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  19,205.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,648.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,031.00\\nIMPUESTO ITBIS RD$       4,145.58\\nTOTAL RD$          27,176.58\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7064815\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 48734354\"}","template_ids":[7,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00102356961","00111948642"],"invoice_ids":["inv_19bbfbe406f2486bf78d","inv_08315df29f554426aaf4"],"observation_id":"obs_73b1917b62e3e0acec38","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.88,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.974,"brightness_factor":0.921,"blur_sigma":0.23,"crop_applied":false,"camera_distance_factors":[0.935,0.999],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.52,"jpeg_quality":86,"documents":[{"rotation_deg":-1.149,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.105,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1445572880563264510,"difficulty":"medium","split":"train"}
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{"image":"images/606_001298.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131462375\",\"ncf\":\"B1426988046\",\"fecha_comprobante\":\"20250526\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9682.50,\"itbis_facturado\":1742.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"THE NEW MONTE BAR LAS COLINAS\\nTHE NEW MONTE BAR LAS COLINAS SRL\\nRNC: 131462375\\nCLIENTE: MULTIMEDIOS PUBLIEXPRESO SRL\\nRNC CLIENTE: 131682464\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1426988046\\nFACTURA NO.: 9409182\\nAUTORIZACION: 887738281\\nTELEFONO: 809-960-4629\\nFECHA: 26/05/2025  HORA: 14:06\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    REFRESCO\\n                                                    650.00\\n    4  UNIDAD    PIZZA MEDIANA\\n                                                  2,938.00\\n    3  UNIDAD    POLLO A LA PLANCHA\\n                                                  2,497.50\\n    5  UNIDAD    POSTRE DE LA CASA\\n                                                  1,885.00\\n    4  UNIDAD    PLATO DEL DIA\\n                                                  1,712.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        9,682.50\\nIMPUESTO ITBIS RD$       1,742.85\\nTOTAL RD$          11,425.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6806133\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 77531288\\nPROCESADO\"}","template_ids":[9],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["131462375"],"invoice_ids":["inv_41e8cf0bc797085838c1"],"observation_id":"obs_1adeee5416239ee18e18","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":9.72,"augmentation_metadata":{"downscale_factor":0.786,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.06,"brightness_factor":1.077,"blur_sigma":0.319,"crop_applied":false,"camera_distance_factors":[0.935],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.88,"jpeg_quality":77,"documents":[{"rotation_deg":0.803,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7853060019304910858,"difficulty":"medium","split":"test"}
{"image":"images/607_001299.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101095960\",\"ncf\":\"B1445910659\",\"fecha_comprobante\":\"20240111\",\"monto_facturado\":7199.00,\"itbis_facturado\":1295.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8494.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132668601\",\"ncf\":\"E316054547204\",\"fecha_comprobante\":\"20250501\",\"monto_facturado\":21742.00,\"itbis_facturado\":3913.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":25655.56,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133624389\",\"ncf\":\"B0260644410\",\"fecha_comprobante\":\"20240525\",\"monto_facturado\":862.00,\"itbis_facturado\":155.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1017.16,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LA TRAGUCHA GROUP\\nRNC EMISOR: 132205944\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARMEN AMELIA MARCANO RAMOS DE BONILLA\\nRNC CLIENTE: 03101095960\\nFACTURA DE CREDITO FISCAL\\nNCF B1445910659\\nFACTURA NO.: 0415290\\nAUTORIZACION: 536378563\\nTELEFONO: 809-709-8581\\nFECHA: 11/01/2024  HORA: 16:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PIZZA MEDIANA                4,210.00\\n    5  UNIDAD    POLLO A LA PLANCHA           2,775.00\\n    1  UNIDAD    JUGO NATURAL                   214.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,199.00\\nIMPUESTO ITBIS RD$       1,295.82\\nTOTAL RD$           8,494.82\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 958731\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 62934764\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nVENTA DE ALIMENTO PARA ANIMALES\\nRNC EMISOR: 05400448824\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JMPIERNA AUTO IMPORT SRL\\nRNC CLIENTE: 132668601\\nFACTURA DE CREDITO FISCAL\\nNCF: E316054547204\\nFACTURA NO.: 2075043\\nAUTORIZACION: 418443619\\nTELEFONO: 809-524-1874\\nFECHA: 01/05/2025  HORA: 13:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            15,232.00\\n    5  UNIDAD    MATERIAL DE OFICINA          6,510.00\\n----------------------------------------------\\nSUBTOTAL RD$       21,742.00\\nITBIS RD$       3,913.56\\nTOTAL RD$          25,655.56\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7416654\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 77053329\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nANA ROSALIA MEJIA GOICO\\nRNC EMISOR: 00113989479\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KARYDAN HOGAR SRL\\nRNC CLIENTE: 133624389\\nFACTURA DE CREDITO FISCAL\\nNCF B0260644410\\nFACTURA NO.: 7023409\\nAUTORIZACION: 486766584\\nTELEFONO: 809-802-9152\\nFECHA: 25/05/2024  HORA: 08:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            862.00\\n----------------------------------------------\\nSUBTOTAL RD$          862.00\\nIMPUESTO ITBIS RD$         155.16\\nTOTAL RD$           1,017.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7235070\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 47231889\\nCANT. 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{"image":"images/607_001301.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111603213\",\"ncf\":\"B1559389841\",\"fecha_comprobante\":\"20250304\",\"monto_facturado\":35168.47,\"itbis_facturado\":6330.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":41498.79,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CANDELARIO PEREZ POLANCO\\nRNC EMISOR: 00101789139\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TERESA DEL CARMEN LORA BUENO\\nRNC CLIENTE: 00111603213\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1559389841\\nFACTURA NO.: 4270466\\nAUTORIZACION: 62604500\\nTELEFONO: 809-513-5298\\nFECHA: 04/03/2025  HORA: 11:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,635.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     374.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,120.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     521.98\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,516.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       35,168.47\\nITBIS 18% RD$       6,330.32\\nTOTAL RD$          41,498.79\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1562751\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 32820866\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00101789139"],"invoice_ids":["inv_8fe1b8a7c652aa88af7d"],"observation_id":"obs_f42b371167468214cf51","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":8.82,"augmentation_metadata":{"downscale_factor":0.637,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.695,"brightness_factor":1.024,"blur_sigma":0.551,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.83,"jpeg_quality":84,"documents":[{"rotation_deg":-1.365,"perspective":0.008,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17122713017519348381,"difficulty":"hard","split":"train"}
{"image":"images/606_001302.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133585146\",\"ncf\":\"B0298822035\",\"fecha_comprobante\":\"20250518\",\"monto_facturado_servicios\":4185.00,\"monto_facturado_bienes\":1231.00,\"itbis_facturado\":974.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130332436\",\"ncf\":\"B1529754348\",\"fecha_comprobante\":\"20241029\",\"monto_facturado_servicios\":13442.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2419.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JONAS JS BARBER SHOP\\nJONAS JS BARBER SHOP SRL\\nRNC: 133585146\\nCLIENTE: JUAN OVIDIO PEREZ ESCAÑO\\nRNC CLIENTE: 05500036875\\nFACTURA DE CREDITO FISCAL\\nNCF B0298822035\\nFACTURA NO.: 2950558\\nAUTORIZACION: 262268976\\nTELEFONO: 809-551-8713\\nFECHA: 18/05/2025  HORA: 10:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          1,621.00\\n    1  SERVICIO  LAVADO Y SECADO                464.00\\n    1  UNIDAD    CHAMPU PROFESIONAL           1,231.00\\n    1  SERVICIO  CORTE Y PEINADO              2,100.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,416.00\\nIMPUESTO ITBIS RD$         974.88\\nTOTAL RD$           6,390.88\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8715418\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 96304843\\n\\n--- FACTURA ---\\n\\nRIVERSIDE GOLF & COUNTRY CLUB S A\\nRIVERSIDE GOLF & COUNTRY CLUB S A\\nRNC EMISOR: 130332436\\nCLIENTE: ALBERTO RAFAEL GREY\\nRNC CLIENTE: 02301635666\\nFACTURA DE CREDITO FISCAL\\nNCF B1529754348\\nFACTURA NO.: 1236410\\nAUTORIZACION: 217110527\\nTELEFONO: 809-860-7767\\nFECHA: 29/10/2024  HORA: 09:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,442.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,442.00\\nIMPUESTO ITBIS RD$       2,419.56\\nTOTAL RD$          15,861.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1788963\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 43399917\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[13,4],"business_categories":["belleza","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133585146","130332436"],"invoice_ids":["inv_5ba4eb4e79d83e620489","inv_568dbea3ea34d52a1d82"],"observation_id":"obs_8815b1a35f84dbe39dd4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.005,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.08,"jpeg_quality":95,"documents":[{"rotation_deg":-0.148,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.097,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7587374744615854538,"difficulty":"medium","split":"train"}
{"image":"images/607_001303.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40222245702\",\"ncf\":\"B1404859512\",\"fecha_comprobante\":\"20250829\",\"monto_facturado\":4030.50,\"itbis_facturado\":725.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":4755.99}],\"ocr\":\"SCHUBERT JACQUES HOLDINGS\\nRNC EMISOR: 132089758\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VICTOR MANUEL ABREU HENRIQUEZ\\nRNC CLIENTE: 40222245702\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1404859512\\nFACTURA NO.: 8503924\\nAUTORIZACION: 53680159\\nTELEFONO: 809-314-6678\\nFECHA: 29/08/2025  HORA: 17:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    4,030.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,030.50\\nIMPUESTO ITBIS RD$         725.49\\nTOTAL RD$           4,755.99\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 1821254\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 22107669\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["132089758"],"invoice_ids":["inv_d7a664f79fcdab590dce"],"observation_id":"obs_f363b819c439ec3a65f8","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.6,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.83,"brightness_factor":0.875,"blur_sigma":0.049,"crop_applied":false,"camera_distance_factors":[0.984],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.85,"jpeg_quality":92,"documents":[{"rotation_deg":-0.753,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13507376842166566111,"difficulty":"light","split":"train"}
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{"image":"images/607_001305.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22301056978\",\"ncf\":\"E454503731778\",\"fecha_comprobante\":\"20250506\",\"monto_facturado\":819273.00,\"itbis_facturado\":147469.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":966742.14,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130493502\",\"ncf\":\"B1473456157\",\"fecha_comprobante\":\"20240730\",\"monto_facturado\":25035.00,\"itbis_facturado\":3816.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":28851.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LES INVESTISSEMENTS PHARAND\\nRNC EMISOR: 132604717\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERNANDO ANTONIO REYES\\nRNC CLIENTE: 22301056978\\nFACTURA DE CREDITO FISCAL\\nNCF: E454503731778\\nFACTURA NO.: 7753434\\nAUTORIZACION: 546338679\\nTELEFONO: 809-772-1292\\nFECHA: 06/05/2025  HORA: 12:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  COMISION INMOBILIARIA      773,792.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       17,390.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   28,091.00\\n----------------------------------------------\\nSUB-TOTAL RD$      819,273.00\\nITBIS RD$     147,469.14\\nTOTAL RD$         966,742.14\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1598315\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 32008762\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJULIAN GUZMAN REINOSO\\nRNC EMISOR: 04800383533\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CAPAZUL INVESTMENT\\nRNC CLIENTE: 130493502\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1473456157\\nFACTURA NO.: 8963617\\nAUTORIZACION: 644227450\\nTELEFONO: 809-972-2521\\nFECHA: 30/07/2024  HORA: 08:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   FRUTAS FRESCAS               3,831.00\\n    1  SERVICIO  SERVICIO DE COSECHA         18,112.00\\n    1  UNIDAD    FERTILIZANTE AGRICOLA        3,092.00\\n----------------------------------------------\\nSUB-TOTAL RD$       25,035.00\\nITBIS RD$       3,816.72\\nTOTAL RD$          28,851.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2725551\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 16446291\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,13],"business_categories":["inmobiliario","agricultura"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132604717","04800383533"],"invoice_ids":["inv_2a7abe97a53691e7068e","inv_a61f84e6b08a90d0dd8e"],"observation_id":"obs_8664669cf952c118c772","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.698,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.823,"brightness_factor":1.028,"blur_sigma":0.383,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.04,"jpeg_quality":77,"documents":[{"rotation_deg":-0.102,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.909,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":1937494150338014207,"difficulty":"hard","split":"validation"}
{"image":"images/606_001306.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02300887102\",\"ncf\":\"E327795120407\",\"fecha_comprobante\":\"20250107\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":11473.95,\"itbis_facturado\":2065.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"133309017\",\"ncf\":\"B1543921543\",\"fecha_comprobante\":\"20250621\",\"monto_facturado_servicios\":196080.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"ALEXANDRA SAEL REYES\\nALEXANDRA SAEL REYES\\nRNC: 02300887102\\nCLIENTE: NILDA TOURS SRL\\nRNC CLIENTE: 133198411\\nFACTURA DE CREDITO FISCAL\\nNCF E327795120407\\nFACTURA NO.: 1174220\\nAUTORIZACION: 711530904\\nTELEFONO: 809-652-1353\\nFECHA: 07/01/2025  HORA: 20:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,135.95\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,338.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,473.95\\nITBIS 18% RD$       2,065.31\\nTOTAL RD$          13,539.26\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4566246\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 81070074\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMISURACA INVESTMENT\\nMISURACA INVESTMENT SRL\\nRNC EMISOR: 133309017\\nCLIENTE: AIK INDUSTRIES SRL\\nRNC CLIENTE: 133013632\\nFACTURA DE CREDITO FISCAL\\nNCF B1543921543\\nFACTURA NO.: 8069954\\nAUTORIZACION: 728835537\\nTELEFONO: 809-353-6997\\nFECHA: 21/06/2025  HORA: 13:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       ALQUILER DE LOCAL          152,802.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   30,567.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       12,711.00\\n----------------------------------------------\\nSUBTOTAL RD$      196,080.00\\nITBIS RD$           0.00\\nTOTAL RD$         196,080.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 5064939\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 57814948\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02300887102","133309017"],"invoice_ids":["inv_fafb0ba89d30be32104b","inv_7d2a58d8944c29560d39"],"observation_id":"obs_019067724b1280a6d0de","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.33,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.91,"brightness_factor":0.88,"blur_sigma":0.439,"crop_applied":false,"camera_distance_factors":[0.994,0.889],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":34.77,"jpeg_quality":76,"documents":[{"rotation_deg":-1.909,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.336,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17238940437809795395,"difficulty":"medium","split":"train"}
{"image":"images/607_001307.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132692101\",\"ncf\":\"E325797216776\",\"fecha_comprobante\":\"20241125\",\"monto_facturado\":206432.00,\"itbis_facturado\":37157.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":243589.76,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430366145\",\"ncf\":\"E449588714895\",\"fecha_comprobante\":\"20250510\",\"monto_facturado\":24000.00,\"itbis_facturado\":4320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":16569.31,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11750.69,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SANDRA MARILYN ABREU PIMENTEL\\nRNC EMISOR: 22500065119\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PAULIMED SRL\\nRNC CLIENTE: 132692101\\nFACTURA DE CREDITO FISCAL\\nNCF: E325797216776\\nFACTURA NO.: 3658167\\nAUTORIZACION: 600084348\\nTELEFONO: 809-696-1415\\nFECHA: 25/11/2024  HORA: 19:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  20,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  41,000.00\\n    2  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  60,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  30,000.00\\n   26  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  55,432.00\\n-------------------------------------------\\nSUBTOTAL RD$      206,432.00\\nITBIS 18% RD$      37,157.76\\nTOTAL RD$         243,589.76\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3288353\\nGRACIAS POR SU COMPRA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nGYNVITRO\\nRNC EMISOR: 133334194\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERATIVA AGROPECUARIA Y SERVICIOS MU\\nRNC CLIENTE: 430366145\\nFACTURA DE CREDITO FISCAL\\nNCF: E449588714895\\nFACTURA NO.: 7743899\\nAUTORIZACION: 701354895\\nTELEFONO: 809-880-5920\\nFECHA: 10/05/2025  HORA: 13:21\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                                 24,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       24,000.00\\nITBIS 18% RD$       4,320.00\\nTOTAL RD$          28,320.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 439744\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 73439385\"}","template_ids":[5,9],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22500065119","133334194"],"invoice_ids":["inv_1f0bd365dfda2e1cd6ad","inv_891f3d654aa9974284b8"],"observation_id":"obs_8b53ec14bb61a9f251a7","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.37,"augmentation_metadata":{"downscale_factor":0.622,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.984,"brightness_factor":0.939,"blur_sigma":1.088,"crop_applied":false,"camera_distance_factors":[0.899,0.977],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":50.04,"jpeg_quality":67,"documents":[{"rotation_deg":2.682,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.61,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17461690271134366928,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_001310.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131776736\",\"ncf\":\"E314504737769\",\"fecha_comprobante\":\"20241122\",\"monto_facturado_servicios\":103466.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18623.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INVERSIONES WICHBERDEX\\nINVERSIONES WICHBERDEX SRL\\nRNC EMISOR: 131776736\\nCLIENTE: SALUD FAMILIAR DRA KATHY MEJIA SRL\\nRNC CLIENTE: 133208156\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314504737769\\nFACTURA NO.: 5765983\\nAUTORIZACION: 402115810\\nTELEFONO: 809-862-7357\\nFECHA: 22/11/2024  HORA: 08:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       75,639.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   27,827.00\\n----------------------------------------------\\nSUB-TOTAL RD$      103,466.00\\nITBIS RD$      18,623.88\\nTOTAL RD$         122,089.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4575940\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 81170829\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131776736"],"invoice_ids":["inv_c5f3a0c25630675e17e5"],"observation_id":"obs_3177ecf7330aac08f0b9","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.61,"augmentation_metadata":{"downscale_factor":0.657,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.964,"brightness_factor":0.937,"blur_sigma":0.029,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.68,"jpeg_quality":81,"documents":[{"rotation_deg":-1.488,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8333578189262829150,"difficulty":"hard","split":"train"}
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{"image":"images/606_001312.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430004219\",\"ncf\":\"E317925876749\",\"fecha_comprobante\":\"20241216\",\"monto_facturado_servicios\":50000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ASOPESPA\\nASOCIACION DE PESCADORES DE PALENQUE\\nRNC 430004219\\nCLIENTE: GRUPO BELOJE SRL\\nRNC CLIENTE: 131515551\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317925876749\\nFACTURA NO.: 4089967\\nAUTORIZACION: 280140465\\nTELEFONO: 809-378-1017\\nFECHA: 16/12/2024  HORA: 14:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            35,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       50,000.00\\nITBIS 18% RD$       9,000.00\\nTOTAL RD$          59,000.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3808403\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 27587127\\nDETALLE DE SERVICIOS\\nRevisado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430004219"],"invoice_ids":["inv_f3fdf5605f1c4d4df1d9"],"observation_id":"obs_f3efe133424f3561f780","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.24,"augmentation_metadata":{"downscale_factor":0.887,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.898,"brightness_factor":0.863,"blur_sigma":0.097,"crop_applied":false,"camera_distance_factors":[0.955],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.6,"jpeg_quality":88,"documents":[{"rotation_deg":1.623,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3966077516073760814,"difficulty":"light","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 84175399\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEDFA SOLUCIONES\\nRNC EMISOR: 132234812\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CN NICOLLS COMPANY SRL\\nRNC CLIENTE: 131691031\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446043054436\\nFACTURA NO.: 6737092\\nAUTORIZACION: 760471109\\nTELEFONO: 809-274-7992\\nFECHA: 21/10/2024  HORA: 08:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             3,268.00\\n    1  UNIDAD    MATERIAL DE OFICINA            708.99\\n    1  SERVICIO  SERVICIO DE ENTREGA            682.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,330.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         2,631.00\\n----------------------------------------------\\nSUB-TOTAL RD$        9,619.99\\nIMPUESTO ITBIS RD$       1,731.60\\nTOTAL RD$          11,351.59\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2685898\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 23260684\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nCARIBE JUMPING C X A\\nRNC EMISOR: 119018635\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOHANY ALMONTE FERMIN\\nRNC CLIENTE: 06100220828\\nFACTURA DE CREDITO FISCAL\\nNCF B0129120165\\nFACTURA NO.: 1351530\\nAUTORIZACION: 406434155\\nTELEFONO: 809-948-6671\\nFECHA: 23/02/2024  HORA: 13:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     981.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  16,279.95\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     758.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,585.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,603.95\\nITBIS 18% RD$       3,528.71\\nTOTAL RD$          23,132.66\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2568974\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nCARIBE ANDINO HOLDING\\nRNC EMISOR: 133615312\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AUTO DENT RD JCMOYA EIRL\\nRNC CLIENTE: 133607702\\nFACTURA DE CREDITO FISCAL\\nNCF B1474854147\\nFACTURA NO.: 2326613\\nAUTORIZACION: 870422969\\nTELEFONO: 809-367-9710\\nFECHA: 11/03/2024  HORA: 20:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,552.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  29,594.95\\n-------------------------------------------\\nSUB-TOTAL RD$       31,147.45\\nITBIS 18% RD$       5,606.54\\nTOTAL RD$          36,753.99\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7244477\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 62326271\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[12,7,5],"business_categories":["ropa_comercio","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03101066169","430419461","133615312"],"invoice_ids":["inv_c45df28346653361ddda","inv_dbcc2ce74249a8c8f0e8","inv_4ad4c12a081b90ce36b6"],"observation_id":"obs_6afd466cf91b2cfd3e3e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.981,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":25.59,"jpeg_quality":96,"documents":[{"rotation_deg":-0.144,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.119,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.049,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"X"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6898124532506500279,"difficulty":"hard","split":"validation"}
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{"image":"images/606_001338.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430306568\",\"ncf\":\"E454049339204\",\"fecha_comprobante\":\"20240806\",\"monto_facturado_servicios\":58366.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10505.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130534063\",\"ncf\":\"E319946293077\",\"fecha_comprobante\":\"20240124\",\"monto_facturado_servicios\":620.99,\"monto_facturado_bienes\":64329.90,\"itbis_facturado\":11691.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"101814721\",\"ncf\":\"E440600511924\",\"fecha_comprobante\":\"20240410\",\"monto_facturado_servicios\":1315.50,\"monto_facturado_bienes\":5052.00,\"itbis_facturado\":1146.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ASOCIACION DE TRABAJADORES PROBANOR ATRAPR\\nASOCIACION DE TRABAJADORES PROBANOR\\nATRAPROBANOR\\nRNC: 430306568\\nCLIENTE: DULAS NATURAL MIX SRL\\nRNC CLIENTE: 133556367\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454049339204\\nFACTURA NO.: 9444077\\nAUTORIZACION: 144344941\\nTELEFONO: 809-748-7767\\nFECHA: 06/08/2024  HORA: 09:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  27,500.00\\n   22  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  30,866.00\\n-------------------------------------------\\nSUBTOTAL RD$       58,366.00\\nIMPUESTO ITBIS RD$      10,505.88\\nTOTAL RD$          68,871.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6931996\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 25916919\\n\\n--- FACTURA ---\\n\\nPRODUCCIONES CABINDA\\nPRODUCCIONES CABINDA S A\\nRNC EMISOR: 130534063\\nCLIENTE: CONSTRUCTORA E INMOBILIARIA\\nBATISTA INF\\nRNC CLIENTE: 133733358\\nFACTURA DE CREDITO FISCAL\\nNCF: E319946293077\\nFACTURA NO.: 3585844\\nAUTORIZACION: 352610755\\nTELEFONO: 809-614-3805\\nFECHA: 24/01/2024  HORA: 17:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  30,694.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     620.99\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  29,834.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,800.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       64,950.89\\nITBIS 18% RD$      11,691.16\\nTOTAL RD$          76,642.05\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3460025\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDARVESA\\nDISTRIBUIDORA ARVELO SRL\\nRNC 101814721\\nCLIENTE: GESTIONES Y ALMACENAJES N E S A\\nRNC CLIENTE: 101533838\\nFACTURA DE CREDITO FISCAL\\nNCF E440600511924\\nFACTURA NO.: 3894182\\nAUTORIZACION: 608344843\\nTELEFONO: 809-772-8508\\nFECHA: 10/04/2024  HORA: 10:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,660.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,315.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,392.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,367.50\\nITBIS 18% RD$       1,146.15\\nTOTAL RD$           7,513.65\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 382520\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 13704135\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,1,0],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430306568","130534063","101814721"],"invoice_ids":["inv_c49db087b5e1058429f8","inv_57dffa055550b94b678d","inv_a417abc9d40eb2d5eae5"],"observation_id":"obs_6192798f934f9b7a06da","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.17,"augmentation_metadata":{"downscale_factor":0.623,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.797,"brightness_factor":1.057,"blur_sigma":0.72,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.72,"jpeg_quality":78,"documents":[{"rotation_deg":-1.504,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.067,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.271,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":8687915442380441866,"difficulty":"hard","split":"validation"}
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{"image":"images/606_001340.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132273362\",\"ncf\":\"E450129024484\",\"fecha_comprobante\":\"20251113\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2107.00,\"itbis_facturado\":379.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"101109483\",\"ncf\":\"E443536309514\",\"fecha_comprobante\":\"20250211\",\"monto_facturado_servicios\":1647.00,\"monto_facturado_bienes\":28405.69,\"itbis_facturado\":5409.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":41.91,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"TEKNOVATE\\nTEKNOVATE SRL\\nRNC EMISOR: 132273362\\nCLIENTE: YAMIRA ARACELIS TAVERAS BLANCO\\nRNC CLIENTE: 03100127368\\nFACTURA DE CREDITO FISCAL\\nNCF E450129024484\\nFACTURA NO.: 0609637\\nAUTORIZACION: 755660007\\nTELEFONO: 809-602-6116\\nFECHA: 13/11/2025  HORA: 10:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,002.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,105.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,107.00\\nITBIS RD$         379.26\\nTOTAL RD$           2,486.26\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8480717\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 93918670\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPagado\\n\\n--- FACTURA ---\\n\\nJ Y D C POR A\\nJ Y D C POR A\\nRNC: 101109483\\nCLIENTE: BEACH ROCK RESIDENCE SRL\\nRNC CLIENTE: 130932956\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443536309514\\nFACTURA NO.: 1845692\\nAUTORIZACION: 120429765\\nTELEFONO: 809-749-5538\\nFECHA: 11/02/2025  HORA: 08:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  24,830.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,459.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,647.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,131.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     983.95\\n-------------------------------------------\\nSUB-TOTAL RD$       30,052.69\\nIMPUESTO ITBIS RD$       5,409.48\\nOTROS IMPUESTOS RD$      41.91\\nTOTAL RD$          35,504.08\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 9851488\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 86356110\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJYD\\nPROCESADO\"}","template_ids":[1,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132273362","101109483"],"invoice_ids":["inv_9b494e0f5b15880c948e","inv_9ee8dec920c212d12c4c"],"observation_id":"obs_f59ac79a445010af998e","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.25,"augmentation_metadata":{"downscale_factor":0.664,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.639,"brightness_factor":1.049,"blur_sigma":0.28,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":56.33,"jpeg_quality":86,"documents":[{"rotation_deg":0.01,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.243,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"JYD"}]},"num_invoices":2,"seed":7520341557203456153,"difficulty":"hard","split":"train"}
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{"image":"images/606_001344.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430038954\",\"ncf\":\"B0187570647\",\"fecha_comprobante\":\"20240731\",\"monto_facturado_servicios\":251046.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":45188.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SAM\\nSOCIEDAD DE AYUDA MUTUA MARANATHA\\nRNC EMISOR: 430038954\\nCLIENTE: JOSE ESTANISLAO REYES ROJAS\\nRNC CLIENTE: 03400035212\\nFACTURA DE CREDITO FISCAL\\nNCF B0187570647\\nFACTURA NO.: 6124140\\nAUTORIZACION: 198638144\\nTELEFONO: 809-562-5130\\nFECHA: 31/07/2024  HORA: 13:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       37,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       47,500.00\\n   11  PAGINA    TRADUCCION DE DOCUMENTOS    29,546.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n    1  CASO      REPRESENTACION LEGAL       119,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      251,046.00\\nITBIS RD$      45,188.28\\nTOTAL RD$         296,234.28\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2684246\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 77288123\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430038954"],"invoice_ids":["inv_f284827ce8186e36e4bd"],"observation_id":"obs_9f784233a5d7e0b3ea71","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.995,"brightness_factor":0.979,"blur_sigma":0.058,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.2,"jpeg_quality":93,"documents":[{"rotation_deg":0.37,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3196837918123786136,"difficulty":"light","split":"train"}
{"image":"images/607_001345.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01200694808\",\"ncf\":\"E326887651955\",\"fecha_comprobante\":\"20240718\",\"monto_facturado\":23689.71,\"itbis_facturado\":4264.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":27953.86}],\"ocr\":\"BEDRAMON COMERCIAL\\nRNC EMISOR: 132033604\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DORCA ELIXA CASTILLO EUGENIO\\nRNC CLIENTE: 01200694808\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326887651955\\nFACTURA NO.: 2111861\\nAUTORIZACION: 437685639\\nTELEFONO: 809-549-1319\\nFECHA: 18/07/2024  HORA: 14:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   6,567.96\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,434.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,219.75\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,074.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,394.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,689.71\\nIMPUESTO ITBIS RD$       4,264.15\\nTOTAL RD$          27,953.86\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4919112\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 85759532\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132033604"],"invoice_ids":["inv_5ac716ee33be3a310075"],"observation_id":"obs_89b4e675cfeccf3f16ff","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.33,"augmentation_metadata":{"downscale_factor":0.686,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.608,"brightness_factor":1.115,"blur_sigma":0.576,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":59.93,"jpeg_quality":89,"documents":[{"rotation_deg":-0.04,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4019859606369032687,"difficulty":"hard","split":"train"}
{"image":"images/606_001346.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"126000098\",\"ncf\":\"B0236605146\",\"fecha_comprobante\":\"20250409\",\"monto_facturado_servicios\":102892.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18520.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":41.83,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CABANAS AURORA DEL ESTE S R L\\nCABANAS AURORA DEL ESTE S R L\\nRNC EMISOR: 126000098\\nCLIENTE: CASA DUARTE SRL\\nRNC CLIENTE: 130050864\\nFACTURA DE CREDITO FISCAL\\nNCF: B0236605146\\nFACTURA NO.: 3118982\\nAUTORIZACION: 122210744\\nTELEFONO: 809-262-9607\\nFECHA: 09/04/2025  HORA: 11:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   27  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  67,392.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  17,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  18,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      102,892.00\\nITBIS RD$      18,520.56\\nOTROS IMPUESTOS RD$      41.83\\nTOTAL RD$         121,454.39\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3766957\\nGRACIAS POR SU COMPRA\\nCAD\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["126000098"],"invoice_ids":["inv_65bc8b6eaf5ba923b117"],"observation_id":"obs_3f25d58f70785cdf76f2","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.9,"augmentation_metadata":{"downscale_factor":0.891,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.992,"brightness_factor":1.022,"blur_sigma":0.042,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.24,"jpeg_quality":92,"documents":[{"rotation_deg":-0.529,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"CAD"}]},"num_invoices":1,"seed":4039300761448978192,"difficulty":"light","split":"train"}
{"image":"images/607_001347.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132847466\",\"ncf\":\"E311067115621\",\"fecha_comprobante\":\"20250808\",\"monto_facturado\":29775.00,\"itbis_facturado\":5359.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":35134.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MOL D BRANDING LAB\\nRNC EMISOR: 133512432\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO CARDIO LATINO AMERICANO\\nCECARLAM\\nRNC CLIENTE: 132847466\\nFACTURA DE CREDITO FISCAL\\nNCF: E311067115621\\nFACTURA NO.: 6903626\\nAUTORIZACION: 875549087\\nTELEFONO: 809-480-4755\\nFECHA: 08/08/2025  HORA: 15:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                  24,339.00\\n    1  UNIDAD    BANNER PUBLICITARIO\\n                                   5,436.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,775.00\\nITBIS RD$       5,359.50\\nTOTAL RD$          35,134.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5020932\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 96227118\\nCargo a oficina\"}","template_ids":[0],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["133512432"],"invoice_ids":["inv_5a494ba95a4b2022494e"],"observation_id":"obs_0cb85dada508ab722dce","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":9.46,"augmentation_metadata":{"downscale_factor":0.666,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.884,"brightness_factor":0.941,"blur_sigma":0.323,"crop_applied":false,"camera_distance_factors":[0.971],"legibility_scale_corrections":[0.0],"final_contrast_stddev":59.45,"jpeg_quality":79,"documents":[{"rotation_deg":1.156,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14332120500523940386,"difficulty":"medium","split":"train"}
{"image":"images/606_001348.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130253422\",\"ncf\":\"B0230068500\",\"fecha_comprobante\":\"20251107\",\"monto_facturado_servicios\":3055.99,\"monto_facturado_bienes\":22652.00,\"itbis_facturado\":4627.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"HELLO MOTORS S A\\nHELLO MOTORS S A\\nRNC 130253422\\nCLIENTE: ANA ISABEL GARCES MORALES\\nRNC CLIENTE: 22300934761\\nFACTURA DE CREDITO FISCAL\\nNCF B0230068500\\nFACTURA NO.: 7552712\\nAUTORIZACION: 798443061\\nTELEFONO: 809-915-1126\\nFECHA: 07/11/2025  HORA: 12:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   3,055.99\\n    2  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  12,626.00\\n    2  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   6,762.00\\n    4  UNIDAD    FILTRO DE ACEITE\\n                                   3,264.00\\n-------------------------------------------\\nSUBTOTAL RD$       25,707.99\\nITBIS RD$       4,627.44\\nTOTAL RD$          30,335.43\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2144432\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 39874097\\nProcesado\"}","template_ids":[0],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["130253422"],"invoice_ids":["inv_ba2c24309383e04d5235"],"observation_id":"obs_b76d50dc42de3a4765ca","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.74,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.01,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.46,"jpeg_quality":95,"documents":[{"rotation_deg":-0.084,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5903697021029979777,"difficulty":"clean","split":"train"}
{"image":"images/607_001349.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132955625\",\"ncf\":\"B0169807295\",\"fecha_comprobante\":\"20241028\",\"monto_facturado\":3549.94,\"itbis_facturado\":484.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2615.35,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1418.69,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130523802\",\"ncf\":\"E459834341972\",\"fecha_comprobante\":\"20240418\",\"monto_facturado\":5970.97,\"itbis_facturado\":1074.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7045.74,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELIGIA ALCANTARA MOTA\\nRNC EMISOR: 03101915860\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DESARROLLOS TRAINERA SRL\\nRNC CLIENTE: 132955625\\nFACTURA DE CREDITO FISCAL\\nNCF B0169807295\\nFACTURA NO.: 3325390\\nAUTORIZACION: 83192915\\nTELEFONO: 809-612-9997\\nFECHA: 28/10/2024  HORA: 08:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     368.97\\n    5  LIBRA     CAFE MOLIDO 1 LB\\n                                   2,052.50\\n    2  UNIDAD    REFRESCO 2.5 LITROS\\n                                     267.98\\n    4  UNIDAD    HABICHUELAS 800 G\\n                                     520.00\\n  1.5  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     340.49\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,549.94\\nIMPUESTO ITBIS RD$         484.10\\nTOTAL RD$           4,034.04\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8501528\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 32041160\\nPendiente\\n\\n--- FACTURA ---\\n\\nVIVE NORTE\\nRNC EMISOR: 125001016\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMUNIQUE SAS\\nRNC CLIENTE: 130523802\\nFACTURA DE CREDITO FISCAL\\nNCF E459834341972\\nFACTURA NO.: 8094925\\nAUTORIZACION: 567879722\\nTELEFONO: 809-355-5602\\nFECHA: 18/04/2024  HORA: 08:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,131.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,044.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     535.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     259.99\\n-------------------------------------------\\nSUB-TOTAL RD$        5,970.97\\nITBIS RD$       1,074.77\\nTOTAL RD$           7,045.74\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3188276\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 28382051\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,0],"business_categories":["colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03101915860","125001016"],"invoice_ids":["inv_3af0b6b32e94578716d9","inv_2a9fc464bc30f88a27bc"],"observation_id":"obs_582b6785c4e5a279eda3","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":6.5,"augmentation_metadata":{"downscale_factor":0.884,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.978,"brightness_factor":1.029,"blur_sigma":0.052,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.9,"jpeg_quality":93,"documents":[{"rotation_deg":0.281,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.791,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12571510983773631826,"difficulty":"medium","split":"train"}
{"image":"images/606_001350.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133692112\",\"ncf\":\"E442704801705\",\"fecha_comprobante\":\"20251213\",\"monto_facturado_servicios\":439910.39,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":79183.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"01900070952\",\"ncf\":\"E444973028171\",\"fecha_comprobante\":\"20241118\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3205.65,\"itbis_facturado\":431.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133648164\",\"ncf\":\"B0167503465\",\"fecha_comprobante\":\"20250826\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":16013.00,\"itbis_facturado\":2882.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SISTEMA NACIONAL INMOBILIARIO RD SNIRD\\nSISTEMA NACIONAL INMOBILIARIO RD SNIRD SRL\\nRNC EMISOR: 133692112\\nCLIENTE: PORFIRIO REYNOSO FRANCO\\nRNC CLIENTE: 00104813902\\nFACTURA DE CREDITO FISCAL\\nNCF: E442704801705\\nFACTURA NO.: 0137545\\nAUTORIZACION: 330311232\\nTELEFONO: 809-298-2360\\nFECHA: 13/12/2025  HORA: 11:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   7,326.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   4,047.50\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  22,240.99\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 236,975.95\\n    5  MES       ALQUILER DE LOCAL\\n                                 169,319.95\\n-------------------------------------------\\nSUBTOTAL RD$      439,910.39\\nITBIS 18% RD$      79,183.87\\nTOTAL RD$         519,094.26\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 3211696\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 73170275\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nCOLMADO SAN ANTONIO\\nFRANCISCO ANTONIO FELIZ FELIZ\\nRNC: 01900070952\\nCLIENTE: FAUSTO PORFIRIO ESCARRAMAN\\nHERNANDEZ\\nRNC CLIENTE: 01300008958\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444973028171\\nFACTURA NO.: 9832499\\nAUTORIZACION: 585288645\\nTELEFONO: 809-550-6968\\nFECHA: 18/11/2024  HORA: 17:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     212.00\\n    3  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     138.00\\n    4  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   2,184.00\\n    7  LIBRA     POLLO FRESCO LIBRA\\n                                     671.65\\n-------------------------------------------\\nSUB-TOTAL RD$        3,205.65\\nITBIS RD$         431.28\\nTOTAL RD$           3,636.93\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 758961\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 11790491\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nGHETTO SPORT\\nGHETTO SPORT SRL\\nRNC: 133648164\\nCLIENTE: FUNDACION LUZ MINARIAS\\nRNC CLIENTE: 430293393\\nFACTURA DE CREDITO FISCAL\\nNCF: B0167503465\\nFACTURA NO.: 6095971\\nAUTORIZACION: 909040994\\nTELEFONO: 809-377-4218\\nFECHA: 26/08/2025  HORA: 17:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,001.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     352.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  11,660.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,013.00\\nIMPUESTO ITBIS RD$       2,882.34\\nTOTAL RD$          18,895.34\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2575463\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 81817134\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\"}","template_ids":[0,5,5],"business_categories":["inmobiliario","colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133692112","01900070952","133648164"],"invoice_ids":["inv_74a9de9ce7bc5fd7a497","inv_5b8eec536a9dcabf5f02","inv_1f25ad3b5ab337312031"],"observation_id":"obs_aab5b9a8f62d8c3f2597","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":3.96,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.977,"brightness_factor":0.993,"blur_sigma":0.147,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":40.14,"jpeg_quality":94,"documents":[{"rotation_deg":0.143,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.471,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.057,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1654920769888495163,"difficulty":"hard","split":"train"}
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{"image":"images/606_001352.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132736712\",\"ncf\":\"B0210563056\",\"fecha_comprobante\":\"20250718\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":29903.50,\"itbis_facturado\":5382.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"BULULITA\\nBULULITA EIRL\\nRNC 132736712\\nCLIENTE: FRANCISCO ANTONIO DOMINGUEZ\\nPAREDES\\nRNC CLIENTE: 00106815236\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0210563056\\nFACTURA NO.: 9161642\\nAUTORIZACION: 646493099\\nTELEFONO: 809-262-5986\\nFECHA: 18/07/2025  HORA: 08:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     430.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,535.50\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,750.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  10,188.00\\n-------------------------------------------\\nSUBTOTAL RD$       29,903.50\\nITBIS 18% RD$       5,382.63\\nTOTAL RD$          35,286.13\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1161707\\nGRACIAS POR SU COMPRA\\nB\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132736712"],"invoice_ids":["inv_d810266c4fe05b7a3f6e"],"observation_id":"obs_5eb2691ed5a862918624","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":10.42,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.961,"brightness_factor":0.992,"blur_sigma":0.162,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":92,"documents":[{"rotation_deg":-0.496,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"B"}]},"num_invoices":1,"seed":2977438756191587642,"difficulty":"light","split":"train"}
{"image":"images/607_001353.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132345231\",\"ncf\":\"B0122364737\",\"fecha_comprobante\":\"20241121\",\"monto_facturado\":1787.50,\"itbis_facturado\":321.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":2109.25,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SPECTRUM FUEL DISTRIBUTION\\nRNC EMISOR: 131574548\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOMDI SOLUCIONES MÚLTIPLES D\\nINFANTE SR\\nRNC CLIENTE: 132345231\\nFACTURA DE CREDITO FISCAL\\nNCF B0122364737\\nFACTURA NO.: 3856326\\nAUTORIZACION: 270202524\\nTELEFONO: 809-211-5996\\nFECHA: 21/11/2024  HORA: 11:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,787.50\\n-------------------------------------------\\nSUB-TOTAL RD$        1,787.50\\nIMPUESTO ITBIS RD$         321.75\\nTOTAL RD$           2,109.25\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4999830\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 99025942\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131574548"],"invoice_ids":["inv_42a268bb93fd55f172d1"],"observation_id":"obs_4ef9f1641aa563c9e4d0","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.06,"augmentation_metadata":{"downscale_factor":0.957,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.94,"brightness_factor":0.989,"blur_sigma":0.123,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.51,"jpeg_quality":94,"documents":[{"rotation_deg":0.637,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15945947028323698184,"difficulty":"light","split":"train"}
{"image":"images/606_001354.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130718237\",\"ncf\":\"E328214341650\",\"fecha_comprobante\":\"20240826\",\"monto_facturado_servicios\":12413.00,\"monto_facturado_bienes\":6088.00,\"itbis_facturado\":3330.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MADRELUNA\\nMADRELUNA SRL\\nRNC EMISOR: 130718237\\nCLIENTE: LECANTO DOMINICANA C POR A\\nRNC CLIENTE: 130051496\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328214341650\\nFACTURA NO.: 5079109\\nAUTORIZACION: 69709960\\nTELEFONO: 809-796-7210\\nFECHA: 26/08/2024  HORA: 11:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  12,413.00\\n    4  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   6,088.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,501.00\\nITBIS RD$       3,330.18\\nTOTAL RD$          21,831.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7869067\\nGRACIAS POR SU COMPRA\\nM\\nPAGADO\"}","template_ids":[5],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["130718237"],"invoice_ids":["inv_5ed1c6ee65809e6ca888"],"observation_id":"obs_94ce30e875d00ed6d062","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":11.31,"augmentation_metadata":{"downscale_factor":0.778,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.048,"brightness_factor":0.861,"blur_sigma":0.484,"crop_applied":false,"camera_distance_factors":[0.991],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.78,"jpeg_quality":82,"documents":[{"rotation_deg":-1.89,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"M"}]},"num_invoices":1,"seed":11757454531088621632,"difficulty":"medium","split":"train"}
{"image":"images/607_001355.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430261807\",\"ncf\":\"B0130443614\",\"fecha_comprobante\":\"20250221\",\"monto_facturado\":2500.00,\"itbis_facturado\":450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2950.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"D JYM SOLUCION\\nRNC EMISOR: 03701046660\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONDOMINIO RESIDENCIAL LAS ARECAS ESTE\\nRNC CLIENTE: 430261807\\nFACTURA DE CREDITO FISCAL\\nNCF B0130443614\\nFACTURA NO.: 0852814\\nAUTORIZACION: 160515747\\nTELEFONO: 809-236-9149\\nFECHA: 21/02/2025  HORA: 20:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       2,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,500.00\\nITBIS 18% RD$         450.00\\nTOTAL RD$           2,950.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9883338\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 64765162\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03701046660"],"invoice_ids":["inv_d57ef5ffca03fbc5f0df"],"observation_id":"obs_791f26817ee421ec1b5a","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.778,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.858,"brightness_factor":1.095,"blur_sigma":0.333,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.42,"jpeg_quality":76,"documents":[{"rotation_deg":-0.325,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3200954001180354637,"difficulty":"hard","split":"train"}
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{"image":"images/607_001359.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133424673\",\"ncf\":\"B1516248277\",\"fecha_comprobante\":\"20240809\",\"monto_facturado\":7500.00,\"itbis_facturado\":1350.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8850.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES RAMIREZ GARCIA C POR A\\nRNC EMISOR: 101803754\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALMA MUSIC GROUP SRL\\nRNC CLIENTE: 133424673\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1516248277\\nFACTURA NO.: 9880081\\nAUTORIZACION: 274625797\\nTELEFONO: 809-564-4283\\nFECHA: 09/08/2024  HORA: 13:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES    7,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,500.00\\nITBIS 18% RD$       1,350.00\\nTOTAL RD$           8,850.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 512646\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 31595610\\nRESUMEN\\nCargo almacen\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101803754"],"invoice_ids":["inv_63e72e56ac2a1d95d0e0"],"observation_id":"obs_a9ae8785bd2caff9ca48","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":0.959,"blue_scale":1.041,"contrast_factor":0.88,"brightness_factor":1.034,"blur_sigma":0.277,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.9,"jpeg_quality":80,"documents":[{"rotation_deg":0.437,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13100349583914011735,"difficulty":"hard","split":"train"}
{"image":"images/606_001360.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101615303\",\"ncf\":\"B1407584511\",\"fecha_comprobante\":\"20240217\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":20852.00,\"itbis_facturado\":3753.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"09300116812\",\"ncf\":\"B1538835257\",\"fecha_comprobante\":\"20250523\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2661.90,\"itbis_facturado\":479.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"AUTOMUNDO C POR A\\nAUTOMUNDO C POR A\\nRNC: 101615303\\nCLIENTE: INDUSTRIAS DE CONFECCIONES\\nPICHMART S A\\nRNC CLIENTE: 101534176\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1407584511\\nFACTURA NO.: 7077784\\nAUTORIZACION: 279540642\\nTELEFONO: 809-286-2016\\nFECHA: 17/02/2024  HORA: 12:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,152.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  19,700.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,852.00\\nITBIS 18% RD$       3,753.36\\nTOTAL RD$          24,605.36\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4573917\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSALON DE BELLEZA Y ALGO MAS\\nMARIA DEL CARMEN GUEVARA LINARES\\nRNC 09300116812\\nCLIENTE: MADRESELVA S A\\nRNC CLIENTE: 101759089\\nFACTURA DE CREDITO FISCAL\\nNCF: B1538835257\\nFACTURA NO.: 7090970\\nAUTORIZACION: 695963794\\nTELEFONO: 809-872-5021\\nFECHA: 23/05/2025  HORA: 08:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CHAMPU PROFESIONAL\\n                                   2,661.90\\n-------------------------------------------\\nSUB-TOTAL RD$        2,661.90\\nITBIS RD$         479.14\\nTOTAL RD$           3,141.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1409501\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,0],"business_categories":["comercio_general","belleza"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101615303","09300116812"],"invoice_ids":["inv_ffb0b18fb8b5aadf3d94","inv_3dca433cbce65b15c590"],"observation_id":"obs_237d6559e4e8cef22167","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.2,"augmentation_metadata":{"downscale_factor":0.668,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.756,"brightness_factor":1.024,"blur_sigma":0.695,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":62.8,"jpeg_quality":86,"documents":[{"rotation_deg":-1.547,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.552,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":11033188145362437974,"difficulty":"hard","split":"train"}
{"image":"images/607_001361.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132373545\",\"ncf\":\"E320612780581\",\"fecha_comprobante\":\"20251118\",\"monto_facturado\":12998.96,\"itbis_facturado\":2339.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15338.77,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101010894\",\"ncf\":\"B0133227441\",\"fecha_comprobante\":\"20241202\",\"monto_facturado\":2861.95,\"itbis_facturado\":515.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":3377.10,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131701655\",\"ncf\":\"E456434022172\",\"fecha_comprobante\":\"20240509\",\"monto_facturado\":2188.95,\"itbis_facturado\":394.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2582.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PRECIOSA S A\\nRNC EMISOR: 101099321\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CHALATAN PRODUCTION SRL\\nRNC CLIENTE: 132373545\\nFACTURA DE CREDITO FISCAL\\nNCF: E320612780581\\nFACTURA NO.: 6051507\\nAUTORIZACION: 406320272\\nTELEFONO: 809-877-7202\\nFECHA: 18/11/2025  HORA: 09:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         3,248.00\\n    4  UNIDAD    MATERIAL DE OFICINA          2,440.00\\n    3  UNIDAD    EQUIPO ELECTRICO             4,506.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,335.96\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,469.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       12,998.96\\nITBIS RD$       2,339.81\\nTOTAL RD$          15,338.77\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4326117\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 61858870\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nCOMPAÑIA DE TRANSPORTE Y SERVICIOS GUERRER\\nRNC EMISOR: 131686214\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PABLO SANGIOVANNI Y CO CXA\\nRNC CLIENTE: 101010894\\nFACTURA DE CREDITO FISCAL\\nNCF: B0133227441\\nFACTURA NO.: 5407304\\nAUTORIZACION: 112704235\\nTELEFONO: 809-918-8087\\nFECHA: 02/12/2024  HORA: 15:13\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                                  2,861.95\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        2,861.95\\nITBIS 18% RD$         515.15\\nTOTAL RD$           3,377.10\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 978261\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 35841852\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFRANCISCO SANTANA\\nRNC EMISOR: 02800670537\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO DOTEL VARGAS SRL\\nRNC CLIENTE: 131701655\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456434022172\\nFACTURA NO.: 9279705\\nAUTORIZACION: 409940967\\nTELEFONO: 809-314-4329\\nFECHA: 09/05/2024  HORA: 18:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,188.95\\n-------------------------------------------\\nSUBTOTAL RD$        2,188.95\\nIMPUESTO ITBIS RD$         394.01\\nTOTAL RD$           2,582.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1519405\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 39255593\"}","template_ids":[7,9,5],"business_categories":["comercio_general","transporte","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101099321","131686214","02800670537"],"invoice_ids":["inv_e206ec7f0a0642cf56dc","inv_31c3468bfe7cfb207900","inv_38a3c8af973efa54095d"],"observation_id":"obs_e409f24fb25940b948c7","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.847,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.95,"brightness_factor":1.073,"blur_sigma":0.177,"crop_applied":false,"camera_distance_factors":[0.904,0.899,0.936],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":41.52,"jpeg_quality":90,"documents":[{"rotation_deg":0.54,"perspective":0.015,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":1.331,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":0.547,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":1190907923932145946,"difficulty":"hard","split":"train"}
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{"image":"images/607_001363.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131171141\",\"ncf\":\"E328236698584\",\"fecha_comprobante\":\"20250603\",\"monto_facturado\":34872.50,\"itbis_facturado\":6277.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":41149.55,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130669848\",\"ncf\":\"B1471142097\",\"fecha_comprobante\":\"20250901\",\"monto_facturado\":7986.49,\"itbis_facturado\":1437.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6995.77,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2428.29,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"STIWAL YONATHAN MARTE GONZALEZ\\nRNC EMISOR: 03105738763\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YCON GROUP LIMITED\\nRNC CLIENTE: 131171141\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328236698584\\nFACTURA NO.: 8256000\\nAUTORIZACION: 48481250\\nTELEFONO: 809-732-8106\\nFECHA: 03/06/2025  HORA: 08:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PANTALON CASUAL\\n                                   4,866.00\\n    5  UNIDAD    CALZADO CASUAL\\n                                  10,120.00\\n    4  UNIDAD    GORRA BORDADA\\n                                   4,856.00\\n    4  UNIDAD    CAMISA DE VESTIR\\n                                   5,328.00\\n    5  SERVICIO  AJUSTE Y CONFECCION\\n                                   9,702.50\\n-------------------------------------------\\nSUB-TOTAL RD$       34,872.50\\nIMPUESTO ITBIS RD$       6,277.05\\nTOTAL RD$          41,149.55\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3953845\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 68331639\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nOPTICA SOCIAL GENESIS\\nRNC EMISOR: 101853069\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: D & T CONSULTING S R L\\nRNC CLIENTE: 130669848\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1471142097\\nFACTURA NO.: 8722392\\nAUTORIZACION: 715779834\\nTELEFONO: 809-205-6882\\nFECHA: 01/09/2025  HORA: 14:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,535.99\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,167.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,283.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,986.49\\nIMPUESTO ITBIS RD$       1,437.57\\nTOTAL RD$           9,424.06\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1899773\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 16227483\"}","template_ids":[5,1],"business_categories":["ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03105738763","101853069"],"invoice_ids":["inv_eb1f619e182cfef55fa9","inv_053ac782e4c848e99781"],"observation_id":"obs_b6ce044d7898309fc73d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":6.15,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.984,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.04,"jpeg_quality":96,"documents":[{"rotation_deg":0.082,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.066,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9501546647156905432,"difficulty":"medium","split":"train"}
{"image":"images/606_001364.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132864379\",\"ncf\":\"E312826518081\",\"fecha_comprobante\":\"20250713\",\"monto_facturado_servicios\":816.00,\"monto_facturado_bienes\":13608.00,\"itbis_facturado\":2596.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"TABACALERA NEHEMIAH SIGARS\\nTABACALERA NEHEMIAH SIGARS SRL\\nRNC: 132864379\\nCLIENTE: CASERIO DE HORNERICO SRL\\nRNC CLIENTE: 130872147\\nFACTURA DE CREDITO FISCAL\\nNCF: E312826518081\\nFACTURA NO.: 7518055\\nAUTORIZACION: 156024322\\nTELEFONO: 809-709-8424\\nFECHA: 13/07/2025  HORA: 14:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,118.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,090.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,595.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,805.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     816.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,424.00\\nITBIS RD$       2,596.32\\nTOTAL RD$          17,020.32\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 8402881\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 36089110\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132864379"],"invoice_ids":["inv_e0f9777980f69519b1d0"],"observation_id":"obs_e40c9dd614e786296020","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.885,"red_scale":1.04,"blue_scale":0.96,"contrast_factor":0.841,"brightness_factor":1.039,"blur_sigma":0.549,"crop_applied":false,"camera_distance_factors":[0.941],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.99,"jpeg_quality":91,"documents":[{"rotation_deg":2.446,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1575081339832298894,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 69397819\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nINVERSIONES NELSON SRL\\nRNC EMISOR: 130297606\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OCEANHUA SRL\\nRNC CLIENTE: 131105114\\nFACTURA DE CREDITO FISCAL\\nNCF: E319987491811\\nFACTURA NO.: 4848193\\nAUTORIZACION: 912588092\\nTELEFONO: 809-343-2214\\nFECHA: 22/05/2024  HORA: 14:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    BATERIA AUTOMOTRIZ          59,320.00\\n    2  UNIDAD    JUEGO DE PASTILLAS DE FRENO    9,098.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,248.95\\n    5  UNIDAD    ACEITE DE MOTOR              5,360.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     4,654.00\\n----------------------------------------------\\nSUBTOTAL RD$       80,680.95\\nITBIS 18% RD$      14,522.57\\nTOTAL RD$          95,203.52\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6303690\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nGONZALO CASTILLO DE LOS SANTOS\\nRNC EMISOR: 02800162246\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORAL PLEYEL S A\\nRNC CLIENTE: 101507667\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442903156890\\nFACTURA NO.: 0514058\\nAUTORIZACION: 853757241\\nTELEFONO: 809-663-9204\\nFECHA: 12/05/2024  HORA: 08:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,458.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,458.00\\nIMPUESTO ITBIS RD$         802.44\\nTOTAL RD$           5,260.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7245169\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 13778973\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[11,10,0],"business_categories":["construccion_ferreteria","automotriz","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["132456378","130297606","02800162246"],"invoice_ids":["inv_0205831ad0e8835f3087","inv_044ed32e1672ae00a66e","inv_44f2d89c2201ade803db"],"observation_id":"obs_6f017c988003777254c1","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.59,"augmentation_metadata":{"downscale_factor":0.583,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.822,"brightness_factor":0.918,"blur_sigma":1.089,"crop_applied":false,"camera_distance_factors":[0.965,0.924,0.917],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":51.02,"jpeg_quality":82,"documents":[{"rotation_deg":1.565,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.001,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.499,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":17153158837563610893,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_001384.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130940576\",\"ncf\":\"E319563983158\",\"fecha_comprobante\":\"20240414\",\"monto_facturado_servicios\":13000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2340.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MARIA CESARINA PERALTA ABOGADOS CONSULTORE\\nMARIA CESARINA PERALTA ABOGADOS CONSULTORES SRL\\nRNC 130940576\\nCLIENTE: ELECTRICK GNR & TRANSPORTE MATEO SRL\\nRNC CLIENTE: 133268051\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319563983158\\nFACTURA NO.: 9240682\\nAUTORIZACION: 879060551\\nTELEFONO: 809-631-3809\\nFECHA: 14/04/2024  HORA: 15:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   13,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,000.00\\nITBIS 18% RD$       2,340.00\\nTOTAL RD$          15,340.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9323292\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130940576"],"invoice_ids":["inv_f2cfca7aabd68324520f"],"observation_id":"obs_df04fec11a7b7082b4ab","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.892,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.881,"brightness_factor":0.989,"blur_sigma":0.162,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":72.14,"jpeg_quality":85,"documents":[{"rotation_deg":1.119,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13494670566641168633,"difficulty":"hard","split":"train"}
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{"image":"images/607_001397.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03100471295\",\"ncf\":\"E319187979705\",\"fecha_comprobante\":\"20240315\",\"monto_facturado\":62500.00,\"itbis_facturado\":11250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":73750.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DAHIAN DE JESUS RODRIGUEZ UREÑA\\nRNC EMISOR: 40223919149\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCIS GUILLERMO FRIAS MARTINEZ\\nRNC CLIENTE: 03100471295\\nFACTURA DE CREDITO FISCAL\\nNCF: E319187979705\\nFACTURA NO.: 8330326\\nAUTORIZACION: 561415138\\nTELEFONO: 809-837-1237\\nFECHA: 15/03/2024  HORA: 13:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                   7,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  20,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  35,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       62,500.00\\nITBIS 18% RD$      11,250.00\\nTOTAL RD$          73,750.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8592390\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 88738569\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40223919149"],"invoice_ids":["inv_82dad9828a370aba2824"],"observation_id":"obs_736018f666d12e7e8b3d","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.37,"augmentation_metadata":{"downscale_factor":0.98,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.945,"brightness_factor":1.021,"blur_sigma":0.028,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.71,"jpeg_quality":88,"documents":[{"rotation_deg":-0.286,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3366892844174854204,"difficulty":"light","split":"train"}
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{"image":"images/607_001407.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800600104\",\"ncf\":\"E446145970183\",\"fecha_comprobante\":\"20251001\",\"monto_facturado\":4225.50,\"itbis_facturado\":760.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":4986.09,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO ARCLEN\\nRNC EMISOR: 132033142\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAYERLING RODRIGUEZ PEÑA\\nRNC CLIENTE: 02800600104\\nFACTURA DE CREDITO FISCAL\\nNCF: E446145970183\\nFACTURA NO.: 2432008\\nAUTORIZACION: 76926149\\nTELEFONO: 809-621-6040\\nFECHA: 01/10/2025  HORA: 09:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   20  LIBRA     ALAMBRE DULCE CALIBRE 18     1,440.00\\n    5  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS    2,220.00\\n    3  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      565.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,225.50\\nITBIS 18% RD$         760.59\\nTOTAL RD$           4,986.09\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9093139\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCompra almacen\"}","template_ids":[4],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["132033142"],"invoice_ids":["inv_05b8324f0d9a698bcb31"],"observation_id":"obs_76689a339868ed239b76","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.49,"augmentation_metadata":{"downscale_factor":0.682,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.985,"brightness_factor":0.876,"blur_sigma":0.39,"crop_applied":false,"camera_distance_factors":[0.997],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.95,"jpeg_quality":83,"documents":[{"rotation_deg":2.105,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3835744349858963982,"difficulty":"medium","split":"train"}
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{"image":"images/607_001411.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101842741\",\"ncf\":\"E454170168709\",\"fecha_comprobante\":\"20241005\",\"monto_facturado\":11108.98,\"itbis_facturado\":1999.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7349.40,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5759.20,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131079806\",\"ncf\":\"E454503767480\",\"fecha_comprobante\":\"20251007\",\"monto_facturado\":23038.00,\"itbis_facturado\":4146.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":27184.84,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FONPERICA\\nRNC EMISOR: 130745481\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: R & R ADVANCED IT BUSINESS\\nSOLUTIONS C\\nRNC CLIENTE: 101842741\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454170168709\\nFACTURA NO.: 6168416\\nAUTORIZACION: 342638704\\nTELEFONO: 809-628-3202\\nFECHA: 05/10/2024  HORA: 11:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,060.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     567.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,481.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,108.98\\nITBIS 18% RD$       1,999.62\\nTOTAL RD$          13,108.60\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6536077\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 76209445\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\\n\\n--- FACTURA ---\\n\\nAGUA ARIEL C POR A\\nRNC EMISOR: 130541469\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGUA SAMAYA SRL\\nRNC CLIENTE: 131079806\\nFACTURA DE CREDITO FISCAL\\nNCF: E454503767480\\nFACTURA NO.: 3764833\\nAUTORIZACION: 846829854\\nTELEFONO: 809-861-9969\\nFECHA: 07/10/2025  HORA: 18:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            522.00\\n    1  UNIDAD    EQUIPO ELECTRICO             8,468.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,780.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,539.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,729.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,038.00\\nITBIS RD$       4,146.84\\nTOTAL RD$          27,184.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1202437\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nENTREGADO\"}","template_ids":[5,10],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130745481","130541469"],"invoice_ids":["inv_e10a573254f8784d5732","inv_57f1e76bc76419c7fdbb"],"observation_id":"obs_984100b92311c888a53b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.6,"augmentation_metadata":{"downscale_factor":0.805,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.015,"brightness_factor":0.931,"blur_sigma":0.898,"crop_applied":false,"camera_distance_factors":[0.897,0.979],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":85.04,"jpeg_quality":76,"documents":[{"rotation_deg":-3.805,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-4.08,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8270694262429469976,"difficulty":"medium","split":"train"}
{"image":"images/606_001412.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131120212\",\"ncf\":\"E316445638696\",\"fecha_comprobante\":\"20250418\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10242.00,\"itbis_facturado\":1843.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00101684082\",\"ncf\":\"E327365360775\",\"fecha_comprobante\":\"20250410\",\"monto_facturado_servicios\":302500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":54450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CONDESATV\\nCONDESATV SRL\\nRNC EMISOR: 131120212\\nCLIENTE: INMOBILIARIA HENRIQUEZ TAVERAS SRL\\nRNC CLIENTE: 132070992\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316445638696\\nFACTURA NO.: 9578493\\nAUTORIZACION: 288518951\\nTELEFONO: 809-446-1206\\nFECHA: 18/04/2025  HORA: 19:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     951.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,576.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     676.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,039.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,242.00\\nITBIS RD$       1,843.56\\nTOTAL RD$          12,085.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5354610\\nGRACIAS POR SU COMPRA\\nArchivado\\n\\n--- FACTURA ---\\n\\nCARMEN INMACULADA BETANCES M DE FREITES\\nCARMEN INMACULADA BETANCES M DE FREITES\\nRNC 00101684082\\nCLIENTE: PANCUVI SABANA LARGA SRL\\nRNC CLIENTE: 133312212\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327365360775\\nFACTURA NO.: 5391929\\nAUTORIZACION: 379979277\\nTELEFONO: 809-301-6019\\nFECHA: 10/04/2025  HORA: 17:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      14,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       82,500.00\\n    2  MES       SUPERVISION DE OBRA        206,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      302,500.00\\nITBIS RD$      54,450.00\\nTOTAL RD$         356,950.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2051188\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 56276063\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131120212","00101684082"],"invoice_ids":["inv_b87d6239ca14b365854a","inv_67f0f64add51d1c0e501"],"observation_id":"obs_3319a6b2e2803cf6c152","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.6,"augmentation_metadata":{"downscale_factor":0.983,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.048,"brightness_factor":0.895,"blur_sigma":0.271,"crop_applied":false,"camera_distance_factors":[0.925,0.922],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":86.99,"jpeg_quality":96,"documents":[{"rotation_deg":1.857,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.128,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9158962682955450603,"difficulty":"medium","split":"train"}
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{"image":"images/607_001417.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130170541\",\"ncf\":\"E440998745134\",\"fecha_comprobante\":\"20251004\",\"monto_facturado\":95000.00,\"itbis_facturado\":17100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":112100.00}],\"ocr\":\"OPTIMYSA\\nRNC EMISOR: 131046568\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES PIACENZA S A\\nRNC CLIENTE: 130170541\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440998745134\\nFACTURA NO.: 7217662\\nAUTORIZACION: 649006726\\nTELEFONO: 809-984-5273\\nFECHA: 04/10/2025  HORA: 16:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       13,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   82,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       95,000.00\\nIMPUESTO ITBIS RD$      17,100.00\\nTOTAL RD$         112,100.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 5603931\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 64093871\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131046568"],"invoice_ids":["inv_49bd66ab4c3266378fdf"],"observation_id":"obs_3190de8f15a5770818f0","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.034,"brightness_factor":0.976,"blur_sigma":0.125,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.23,"jpeg_quality":94,"documents":[{"rotation_deg":0.516,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13536772509777071704,"difficulty":"light","split":"train"}
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{"image":"images/607_001419.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130129746\",\"ncf\":\"E315063497352\",\"fecha_comprobante\":\"20250128\",\"monto_facturado\":31019.96,\"itbis_facturado\":5583.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":36603.55,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130525404\",\"ncf\":\"B0217380438\",\"fecha_comprobante\":\"20250219\",\"monto_facturado\":4777.50,\"itbis_facturado\":859.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":5637.45}],\"ocr\":\"GOMICENTRO PACHECO\\nRNC EMISOR: 04700837018\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GREC CORREDORES DE SEGUROS SRL\\nRNC CLIENTE: 130129746\\nFACTURA DE CREDITO FISCAL\\nNCF E315063497352\\nFACTURA NO.: 1269347\\nAUTORIZACION: 885302719\\nTELEFONO: 809-730-3677\\nFECHA: 28/01/2025  HORA: 20:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,730.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,695.96\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,835.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  21,759.00\\n-------------------------------------------\\nSUB-TOTAL RD$       31,019.96\\nITBIS RD$       5,583.59\\nTOTAL RD$          36,603.55\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6599236\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 77955690\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nFERRETERIA AGROPECUARIA\\nRNC EMISOR: 07800028867\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DARLIN ELECTROMUEBLES SRL\\nRNC CLIENTE: 130525404\\nFACTURA DE CREDITO FISCAL\\nNCF: B0217380438\\nFACTURA NO.: 6850432\\nAUTORIZACION: 272357985\\nTELEFONO: 809-209-2208\\nFECHA: 19/02/2025  HORA: 11:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     469.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   4,308.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,777.50\\nIMPUESTO ITBIS RD$         859.95\\nTOTAL RD$           5,637.45\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4357942\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 28029674\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04700837018","07800028867"],"invoice_ids":["inv_4703f25613233778044b","inv_5289f9cf60654e0d112a"],"observation_id":"obs_57517b139a2862ab78c4","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":6.71,"augmentation_metadata":{"downscale_factor":0.789,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.591,"brightness_factor":1.027,"blur_sigma":0.451,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.79,"jpeg_quality":76,"documents":[{"rotation_deg":-1.547,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.007,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8891888189811757664,"difficulty":"hard","split":"train"}
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{"image":"images/607_001427.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132771435\",\"ncf\":\"B0137341511\",\"fecha_comprobante\":\"20250815\",\"monto_facturado\":38567.80,\"itbis_facturado\":6942.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":45510.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"UNIVERSAL PLUS JOSAVA\\nRNC EMISOR: 132224175\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE PINTURAS CAMBITA SRL\\nRNC CLIENTE: 132771435\\nFACTURA DE CREDITO FISCAL\\nNCF B0137341511\\nFACTURA NO.: 6151547\\nAUTORIZACION: 737357545\\nTELEFONO: 809-717-3995\\nFECHA: 15/08/2025  HORA: 16:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  23,570.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,516.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,339.80\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,359.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     783.00\\n-------------------------------------------\\nSUB-TOTAL RD$       38,567.80\\nITBIS RD$       6,942.20\\nTOTAL RD$          45,510.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9190258\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 88815602\\nUPJ\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132224175"],"invoice_ids":["inv_d965509cde46b091260a"],"observation_id":"obs_b1369b06d7a11de5181c","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.82,"augmentation_metadata":{"downscale_factor":0.789,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.882,"brightness_factor":1.015,"blur_sigma":0.504,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.03,"jpeg_quality":81,"documents":[{"rotation_deg":-0.951,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"UPJ"}]},"num_invoices":1,"seed":3673553613710496835,"difficulty":"hard","split":"validation"}
{"image":"images/606_001428.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130624585\",\"ncf\":\"B0276744041\",\"fecha_comprobante\":\"20250628\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10524.50,\"itbis_facturado\":1894.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"PROMOTORA GILCA\\nPROMOTORA GILCA SRL\\nRNC 130624585\\nCLIENTE: ZAVANI DOMINICANA EIRL\\nRNC CLIENTE: 132284925\\nFACTURA DE CREDITO FISCAL\\nNCF B0276744041\\nFACTURA NO.: 7396399\\nAUTORIZACION: 748968128\\nTELEFONO: 809-316-4079\\nFECHA: 28/06/2025  HORA: 14:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    CERRADURA DE POMO\\n                                   1,533.50\\n    3  METRO3    ARENA GRIS LAVADA GRUESA\\n                                   8,991.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,524.50\\nITBIS RD$       1,894.41\\nTOTAL RD$          12,418.91\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5208345\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 16849946\\nPAGADO\\nArchivado\"}","template_ids":[5],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130624585"],"invoice_ids":["inv_a5115b67501889a9c202"],"observation_id":"obs_e90084d29507d0858d2a","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":10.19,"augmentation_metadata":{"downscale_factor":0.68,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":1.013,"brightness_factor":0.911,"blur_sigma":0.441,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":83.85,"jpeg_quality":82,"documents":[{"rotation_deg":-0.823,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17250992526189006845,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 70228726\\nPagado\\n\\n--- FACTURA ---\\n\\nFERDINAND AMBIORIX FERNANDEZ TORRES TORRES\\nFERDINAND AMBIORIX FERNANDEZ TORRES TORRES\\nRNC 00108624446\\nCLIENTE: MANUEL JOSE HENDERSON NUÑEZ\\nRNC CLIENTE: 03100252794\\nFACTURA DE CREDITO FISCAL\\nNCF: E324628396114\\nFACTURA NO.: 8400134\\nAUTORIZACION: 379093737\\nTELEFONO: 809-862-4159\\nFECHA: 22/03/2024  HORA: 14:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       26,177.50\\n    5  SERVICIO  COMISION INMOBILIARIA      1,248,655.00\\n    4  SERVICIO  MANTENIMIENTO DE AREA COMUN   48,460.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$    1,323,292.50\\nIMPUESTO ITBIS RD$     238,192.65\\nTOTAL RD$       1,561,485.15\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 7793721\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLEAF MASTER\\nLEAF MASTER SRL\\nRNC: 131951511\\nCLIENTE: RAMA TRADING SRL\\nRNC CLIENTE: 102614182\\nFACTURA DE CREDITO FISCAL\\nNCF B0163916025\\nFACTURA NO.: 2639589\\nAUTORIZACION: 958546316\\nTELEFONO: 809-496-1553\\nFECHA: 01/10/2024  HORA: 12:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             4,874.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,495.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,167.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,193.85\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,001.50\\n----------------------------------------------\\nSUBTOTAL RD$       11,731.35\\nITBIS RD$           0.00\\nTOTAL RD$          11,731.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4206313\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 37259459\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nREVISADO\"}","template_ids":[5,4,6],"business_categories":["colmado_alimentos","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["08700115283","00108624446","131951511"],"invoice_ids":["inv_fe6b76cd7e5675cbb0d4","inv_49fdd0d094545e6eae05","inv_7100683241358db0d8cb"],"observation_id":"obs_c61a58545e8ea452a7ee","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.847,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.651,"brightness_factor":1.064,"blur_sigma":0.615,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.24,"jpeg_quality":82,"documents":[{"rotation_deg":0.626,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.114,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.411,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2871441471846989840,"difficulty":"hard","split":"train"}
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{"image":"images/606_001436.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131267971\",\"ncf\":\"B1517647689\",\"fecha_comprobante\":\"20250814\",\"monto_facturado_servicios\":33173.00,\"monto_facturado_bienes\":12200.00,\"itbis_facturado\":8167.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"EL PAQUETE FILMS\\nEL PAQUETE FILMS SRL\\nRNC: 131267971\\nCLIENTE: MILANO ERRICHELLO IMPORT EXPORT SRL\\nRNC CLIENTE: 130883645\\nFACTURA DE CREDITO FISCAL\\nNCF B1517647689\\nFACTURA NO.: 6165944\\nAUTORIZACION: 465094381\\nTELEFONO: 809-374-9279\\nFECHA: 14/08/2025  HORA: 13:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    BANNER PUBLICITARIO          5,510.00\\n    1  SERVICIO  ROTULACION EN VINIL         17,406.00\\n    5  UNIDAD    TARJETAS DE PRESENTACION     6,690.00\\n    1  SERVICIO  DISENO GRAFICO              15,767.00\\n----------------------------------------------\\nSUBTOTAL RD$       45,373.00\\nITBIS 18% RD$       8,167.14\\nTOTAL RD$          53,540.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4430344\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 55124780\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131267971"],"invoice_ids":["inv_48f833820a91b25c1336"],"observation_id":"obs_743005cc65f959a10dca","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":7.22,"augmentation_metadata":{"downscale_factor":0.531,"red_scale":1.068,"blue_scale":0.932,"contrast_factor":0.997,"brightness_factor":0.922,"blur_sigma":0.677,"crop_applied":false,"camera_distance_factors":[0.926],"legibility_scale_corrections":[0.0],"final_contrast_stddev":83.45,"jpeg_quality":72,"documents":[{"rotation_deg":0.245,"perspective":0.045,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15829795184487317669,"difficulty":"very_hard","split":"train"}
{"image":"images/607_001437.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130486026\",\"ncf\":\"B0177003722\",\"fecha_comprobante\":\"20250406\",\"monto_facturado\":45077.85,\"itbis_facturado\":8114.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18484.52,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":34707.34,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40200673990\",\"ncf\":\"B1545498436\",\"fecha_comprobante\":\"20240211\",\"monto_facturado\":65000.00,\"itbis_facturado\":11700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":76700.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MISCHA GROUP\\nRNC EMISOR: 132379446\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ORTIZ SANZ IMPORT S R L\\nRNC CLIENTE: 130486026\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0177003722\\nFACTURA NO.: 0786293\\nAUTORIZACION: 557246755\\nTELEFONO: 809-279-9584\\nFECHA: 06/04/2025  HORA: 15:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MONITOR LED 24 PULGADAS     45,077.85\\n----------------------------------------------\\nSUB-TOTAL RD$       45,077.85\\nITBIS RD$       8,114.01\\nTOTAL RD$          53,191.86\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5300929\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 81332155\\nCANT. UND. DESCRIPCION IMPORTE\\nCOPIA\\n\\n--- FACTURA ---\\n\\nI B C DOMINICANA S A\\nRNC EMISOR: 101529652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOSMERY MINYETY GONZALEZ\\nRNC CLIENTE: 40200673990\\nFACTURA DE CREDITO FISCAL\\nNCF: B1545498436\\nFACTURA NO.: 7354776\\nAUTORIZACION: 817935179\\nTELEFONO: 809-886-6926\\nFECHA: 11/02/2024  HORA: 09:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,000.00\\n    1  VISITA    INSPECCION TECNICA          28,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       65,000.00\\nITBIS 18% RD$      11,700.00\\nTOTAL RD$          76,700.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1930495\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 80200197\\nDETALLE DE SERVICIOS\"}","template_ids":[7,4],"business_categories":["tecnologia","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132379446","101529652"],"invoice_ids":["inv_fe6cdd0f0c2da49341c3","inv_0e5cf58645fe57ff8e2e"],"observation_id":"obs_cb66eed61d6a00832802","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.15,"augmentation_metadata":{"downscale_factor":0.757,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.938,"brightness_factor":1.037,"blur_sigma":0.057,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":61.44,"jpeg_quality":82,"documents":[{"rotation_deg":-1.194,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.292,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4936353246246885097,"difficulty":"hard","split":"train"}
{"image":"images/606_001438.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130951055\",\"ncf\":\"B0242881673\",\"fecha_comprobante\":\"20250506\",\"monto_facturado_servicios\":1392.50,\"monto_facturado_bienes\":33398.96,\"itbis_facturado\":6262.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"IMPORTADORA HENGOG\\nIMPORTADORA HENGOG SRL\\nRNC 130951055\\nCLIENTE: CONSTRUCTORA CLAUMI SRL\\nRNC CLIENTE: 130854051\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0242881673\\nFACTURA NO.: 7364351\\nAUTORIZACION: 716157651\\nTELEFONO: 809-697-3783\\nFECHA: 06/05/2025  HORA: 16:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,392.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,440.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     407.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  20,004.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,547.96\\n-------------------------------------------\\nSUBTOTAL RD$       34,791.46\\nIMPUESTO ITBIS RD$       6,262.46\\nTOTAL RD$          41,053.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1391912\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 14808377\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130951055"],"invoice_ids":["inv_c1a306ae38603d8b8d70"],"observation_id":"obs_4d4e82a93b71924c61d9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":8.36,"augmentation_metadata":{"downscale_factor":0.977,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.015,"brightness_factor":1.011,"blur_sigma":0.101,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.12,"jpeg_quality":94,"documents":[{"rotation_deg":0.413,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5237947903023675102,"difficulty":"light","split":"validation"}
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{"image":"images/607_001445.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132481089\",\"ncf\":\"E325924118875\",\"fecha_comprobante\":\"20240330\",\"monto_facturado\":153000.00,\"itbis_facturado\":27540.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":180540.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUIS JULIAN JIMENEZ\\nRNC EMISOR: 00112149521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARKCLEAN MULTISERVICIOS SRL\\nRNC CLIENTE: 132481089\\nFACTURA DE CREDITO FISCAL\\nNCF: E325924118875\\nFACTURA NO.: 7267574\\nAUTORIZACION: 365085756\\nTELEFONO: 809-719-2535\\nFECHA: 30/03/2024  HORA: 11:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    31,000.00\\n    1  MES       SUPERVISION DE OBRA         28,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      17,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       41,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       35,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      153,000.00\\nITBIS 18% RD$      27,540.00\\nTOTAL RD$         180,540.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3406160\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 47173855\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nLJJ\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00112149521"],"invoice_ids":["inv_5e73634dd3c4fb8c99f9"],"observation_id":"obs_17738563eae5d3218123","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.897,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.714,"brightness_factor":1.08,"blur_sigma":0.541,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.46,"jpeg_quality":80,"documents":[{"rotation_deg":0.021,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LJJ"}]},"num_invoices":1,"seed":15848928607902899388,"difficulty":"medium","split":"train"}
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{"image":"images/607_001447.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22400378380\",\"ncf\":\"E311014493126\",\"fecha_comprobante\":\"20250309\",\"monto_facturado\":64500.00,\"itbis_facturado\":11610.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":77.99,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":76187.99},{\"rnc\":\"00100827658\",\"ncf\":\"E313490738816\",\"fecha_comprobante\":\"20241225\",\"monto_facturado\":141500.00,\"itbis_facturado\":25470.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":166970.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EME EDED TRAVEL EXPERIENCES AND EVENT\\nRNC EMISOR: 133242958\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YULIANA ALTAGRACIA NUÑEZ NUÑEZ\\nRNC CLIENTE: 22400378380\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311014493126\\nFACTURA NO.: 6134537\\nAUTORIZACION: 231187577\\nTELEFONO: 809-456-5738\\nFECHA: 09/03/2025  HORA: 19:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    17,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       10,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   22,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       64,500.00\\nITBIS 18% RD$      11,610.00\\nOTROS IMPUESTOS RD$      77.99\\nTOTAL RD$          76,187.99\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5353143\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMILAGROS ALTAGRACIA HERNANDEZ OLIVERO\\nRNC EMISOR: 00106579543\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OLGA MARIA CANTO DEL GIUDICE\\nRNC CLIENTE: 00100827658\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313490738816\\nFACTURA NO.: 1767806\\nAUTORIZACION: 479623891\\nTELEFONO: 809-549-6167\\nFECHA: 25/12/2024  HORA: 16:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   7,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  30,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                 104,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      141,500.00\\nIMPUESTO ITBIS RD$      25,470.00\\nTOTAL RD$         166,970.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7055975\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 85179763\"}","template_ids":[4,1],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133242958","00106579543"],"invoice_ids":["inv_2941934d6c3cdbdbec5e","inv_d568a889789941c54522"],"observation_id":"obs_d42cb1cbbb88750e0854","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.81,"augmentation_metadata":{"downscale_factor":0.881,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.848,"brightness_factor":1.046,"blur_sigma":0.095,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":40.49,"jpeg_quality":93,"documents":[{"rotation_deg":-2.93,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.161,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":9077771613925084300,"difficulty":"hard","split":"train"}
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UND. 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{"image":"images/606_001464.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132098889\",\"ncf\":\"E326297921230\",\"fecha_comprobante\":\"20240105\",\"monto_facturado_servicios\":10000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1800.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"PINEDO & ASOCIADOS CONSULTORIO PSICOLOGICO\\nPINEDO & ASOCIADOS CONSULTORIO PSICOLOGICO LABOR\\nRNC 132098889\\nCLIENTE: ACADEMY BASEBALL CASTRO MARTINEZ SRL\\nRNC CLIENTE: 133121867\\nFACTURA DE CREDITO FISCAL\\nNCF: E326297921230\\nFACTURA NO.: 1427449\\nAUTORIZACION: 427394929\\nTELEFONO: 809-698-2960\\nFECHA: 05/01/2024  HORA: 09:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       10,000.00\\nITBIS 18% RD$       1,800.00\\nTOTAL RD$          11,800.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 8439952\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132098889"],"invoice_ids":["inv_02bde35b8c0fbb4dbe4b"],"observation_id":"obs_b096b27cb2f5cfc5b299","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.869,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.66,"brightness_factor":1.084,"blur_sigma":0.388,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.78,"jpeg_quality":84,"documents":[{"rotation_deg":-0.167,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1844570181094173817,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 37014319\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPagado\\n\\n--- FACTURA ---\\n\\nARCSERVICOMP\\nRNC EMISOR: 131633528\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA AMELIA PELLERANO RAVELO\\nRNC CLIENTE: 00117973297\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1440197969\\nFACTURA NO.: 2914614\\nAUTORIZACION: 647945831\\nTELEFONO: 809-672-8746\\nFECHA: 05/03/2025  HORA: 15:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  LICENCIA  LICENCIA DE SOFTWARE        68,926.00\\n    5  UNIDAD    COMPUTADORA PORTATIL       194,630.00\\n----------------------------------------------\\nSUBTOTAL RD$      263,556.00\\nITBIS 18% RD$      47,440.08\\nTOTAL RD$         310,996.08\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6728798\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 99072082\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. 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{"image":"images/607_001491.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131280072\",\"ncf\":\"B1465834168\",\"fecha_comprobante\":\"20250613\",\"monto_facturado\":146000.00,\"itbis_facturado\":26280.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":172280.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132483472\",\"ncf\":\"E319671482840\",\"fecha_comprobante\":\"20250521\",\"monto_facturado\":23705.50,\"itbis_facturado\":4266.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27972.49,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INMOBILIARIA CIRUELO DE PLAYA S A\\nRNC EMISOR: 105058693\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PAQUITO FILMS SRL\\nRNC CLIENTE: 131280072\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1465834168\\nFACTURA NO.: 5959126\\nAUTORIZACION: 109844426\\nTELEFONO: 809-625-7865\\nFECHA: 13/06/2025  HORA: 18:40\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 35,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 12,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                 10,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                  7,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                 81,500.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      146,000.00\\nITBIS RD$      26,280.00\\nTOTAL RD$         172,280.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5762014\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 43106938\\n\\n--- FACTURA ---\\n\\nHOREB DISTRIBUIDORA CRISTIANA S A\\nRNC EMISOR: 130270376\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HASORT SRL\\nRNC CLIENTE: 132483472\\nFACTURA DE CREDITO FISCAL\\nNCF: E319671482840\\nFACTURA NO.: 4473420\\nAUTORIZACION: 973025821\\nTELEFONO: 809-504-3110\\nFECHA: 21/05/2025  HORA: 10:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,614.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     593.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,835.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  12,663.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,705.50\\nITBIS RD$       4,266.99\\nTOTAL RD$          27,972.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6150738\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 92100944\\nARCHIVADO\"}","template_ids":[9,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["105058693","130270376"],"invoice_ids":["inv_8e619f5044ca565bc3cb","inv_2dc6bc80ad984dc95b09"],"observation_id":"obs_d8088a058523457b9f6a","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.987,"brightness_factor":0.888,"blur_sigma":0.238,"crop_applied":false,"camera_distance_factors":[0.954,0.995],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":37.61,"jpeg_quality":88,"documents":[{"rotation_deg":-0.989,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.035,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":2944717124293250237,"difficulty":"medium","split":"test"}
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{"image":"images/607_001493.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430146201\",\"ncf\":\"E316492562066\",\"fecha_comprobante\":\"20240301\",\"monto_facturado\":3433.74,\"itbis_facturado\":618.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4051.81,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"D\\\" CHINITA AGUA Y MAS\\nRNC EMISOR: 00300429594\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASCAVITRI ASOCIACION DE\\nCAFICULTORES VI\\nRNC CLIENTE: 430146201\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316492562066\\nFACTURA NO.: 8304281\\nAUTORIZACION: 985379075\\nTELEFONO: 809-582-3915\\nFECHA: 01/03/2024  HORA: 18:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    POSTRE DE LA CASA\\n                                   1,199.75\\n    2  UNIDAD    POLLO A LA PLANCHA\\n                                     990.00\\n    4  UNIDAD    REFRESCO\\n                                     580.00\\n    1  UNIDAD    PIZZA MEDIANA\\n                                     663.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,433.74\\nITBIS RD$         618.07\\nTOTAL RD$           4,051.81\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2917496\\nGRACIAS POR SU COMPRA\\nPAGADO\\nPagado\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["00300429594"],"invoice_ids":["inv_6f38991b90ce1b09519b"],"observation_id":"obs_f36391caa8900b184382","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.43,"augmentation_metadata":{"downscale_factor":0.664,"red_scale":1.046,"blue_scale":0.954,"contrast_factor":0.9,"brightness_factor":1.092,"blur_sigma":0.608,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.37,"jpeg_quality":87,"documents":[{"rotation_deg":0.777,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15319528773661045042,"difficulty":"hard","split":"train"}
{"image":"images/606_001494.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"105087482\",\"ncf\":\"B1472091717\",\"fecha_comprobante\":\"20250313\",\"monto_facturado_servicios\":180000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32400.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132518756\",\"ncf\":\"E316375433194\",\"fecha_comprobante\":\"20240825\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4453.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PROMOTORA DEL CABARETE AZUL S A\\nPROMOTORA DEL CABARETE AZUL S A\\nRNC: 105087482\\nCLIENTE: BABACO BUSINESS CORP SRL\\nRNC CLIENTE: 130880972\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1472091717\\nFACTURA NO.: 0442882\\nAUTORIZACION: 947074392\\nTELEFONO: 809-799-3728\\nFECHA: 13/03/2025  HORA: 20:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  59,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  75,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  24,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  22,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      180,000.00\\nIMPUESTO ITBIS RD$      32,400.00\\nTOTAL RD$         212,400.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9457846\\nGRACIAS POR SU COMPRA\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nFARMACIA URSULA\\nFARMACIA URSULA SRL\\nRNC EMISOR: 132518756\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 07274 JUANA F\\nRNC CLIENTE: 430361224\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E316375433194\\nFACTURA NO.: 2662551\\nAUTORIZACION: 833190198\\nTELEFONO: 809-919-4983\\nFECHA: 25/08/2024  HORA: 10:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,453.50\\n----------------------------------------------\\nSUB-TOTAL RD$        4,453.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$           4,453.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9136836\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[0,7],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["105087482","132518756"],"invoice_ids":["inv_f660c6a6be08a4174589","inv_03c1fcd2288aa20bebf2"],"observation_id":"obs_5cfb0da3fbf13a6430a3","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":0.98,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.007,"brightness_factor":1.026,"blur_sigma":0.093,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.82,"jpeg_quality":90,"documents":[{"rotation_deg":-0.571,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.033,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14184161050667804999,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 45890828\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nASP\\nREVISADO\\n\\n--- FACTURA ---\\n\\nANSELMO MERCADO\\nRNC EMISOR: 130352828\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ENTIFARCA C POR A\\nRNC CLIENTE: 101580879\\nFACTURA DE CREDITO FISCAL\\nNCF B1499194583\\nFACTURA NO.: 7375038\\nAUTORIZACION: 593983296\\nTELEFONO: 809-947-7826\\nFECHA: 10/10/2025  HORA: 12:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    CALZADO CASUAL\\n                                   3,883.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,414.00\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                  12,975.00\\n    4  UNIDAD    PANTALON CASUAL\\n                                  15,132.00\\n-------------------------------------------\\nSUB-TOTAL RD$       33,404.00\\nITBIS RD$       6,012.72\\nTOTAL RD$          39,416.72\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8882123\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSUCRE BRENS\\nRNC EMISOR: 131520792\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE MANUEL VENTURA REYES\\nRNC CLIENTE: 02800650901\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0291705445\\nFACTURA NO.: 9228589\\nAUTORIZACION: 63119519\\nTELEFONO: 809-871-2844\\nFECHA: 21/06/2024  HORA: 19:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ACEITE DE MOTOR\\n                                     991.99\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   4,293.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,284.99\\nITBIS 18% RD$         951.30\\nTOTAL RD$           6,236.29\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9700333\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nMARISCOS CARIBEÑO RB\\nRNC EMISOR: 131613642\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGRIPINO MARTE ALMANZAR\\nRNC CLIENTE: 04800125587\\nFACTURA DE CREDITO FISCAL\\nNCF: E445886752514\\nFACTURA NO.: 3917711\\nAUTORIZACION: 514371725\\nTELEFONO: 809-614-6226\\nFECHA: 23/03/2024  HORA: 13:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     885.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   7,201.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     267.99\\n-------------------------------------------\\nSUBTOTAL RD$        8,353.99\\nITBIS 18% RD$       1,503.72\\nTOTAL RD$           9,857.71\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8079214\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 45559394\"}","template_ids":[1,7,5],"business_categories":["construccion_ferreteria","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133545322","00114670300","131613642"],"invoice_ids":["inv_9e640053189a0d86af7b","inv_1cb99e0a64a01c3e6732","inv_c9ddf4fc935286f66407"],"observation_id":"obs_98f289af81d8f4b759b8","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.73,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.85,"brightness_factor":1.001,"blur_sigma":0.541,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.9,"jpeg_quality":90,"documents":[{"rotation_deg":0.622,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.661,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.616,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"SS"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11416125063484007162,"difficulty":"hard","split":"train"}
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{"image":"images/606_001544.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132209141\",\"ncf\":\"B0162051944\",\"fecha_comprobante\":\"20240112\",\"monto_facturado_servicios\":19943.95,\"monto_facturado_bienes\":831.00,\"itbis_facturado\":3739.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":1994.40,\"forma_pago\":4},{\"rnc\":\"430325971\",\"ncf\":\"E315307789788\",\"fecha_comprobante\":\"20250213\",\"monto_facturado_servicios\":121500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ALBOROTAJE RESTAURANT LOUNGE\\nALBOROTAJE RESTAURANT LOUNGE SRL\\nRNC 132209141\\nCLIENTE: FARKESA COMERCIAL SRL\\nRNC CLIENTE: 130914761\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0162051944\\nFACTURA NO.: 5888857\\nAUTORIZACION: 577387693\\nTELEFONO: 809-375-3663\\nFECHA: 12/01/2024  HORA: 14:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  19,943.95\\n    3  UNIDAD    PLATO DEL DIA\\n                                     831.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,774.95\\nIMPUESTO ITBIS RD$       3,739.49\\nPROPINA LEGAL RD$     1,994.40\\nTOTAL RD$          26,508.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1932308\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFUNDACION ENFOQUE FE\\nFUNDACION ENFOQUE FE\\nRNC 430325971\\nCLIENTE: INVERSIONES TER 268 SRL\\nRNC CLIENTE: 132631902\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315307789788\\nFACTURA NO.: 7611454\\nAUTORIZACION: 400999385\\nTELEFONO: 809-543-1577\\nFECHA: 13/02/2025  HORA: 10:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  56,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  11,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  32,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  22,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      121,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         121,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8947718\\nGRACIAS POR SU COMPRA\\nREVISADO\"}","template_ids":[0,1],"business_categories":["restaurante","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132209141","430325971"],"invoice_ids":["inv_4515ec1dafe3096c2f46","inv_7f209be208f7fb838211"],"observation_id":"obs_5df293149e9061185e27","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":7.87,"augmentation_metadata":{"downscale_factor":0.793,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.585,"brightness_factor":1.095,"blur_sigma":0.41,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":51.48,"jpeg_quality":87,"documents":[{"rotation_deg":0.037,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.217,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6937289904908574759,"difficulty":"hard","split":"train"}
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{"image":"images/607_001547.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131491812\",\"ncf\":\"E319447893711\",\"fecha_comprobante\":\"20240610\",\"monto_facturado\":286624.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":286624.90}],\"ocr\":\"INVERSIONES KAMEHAMEHA SA\\nRNC EMISOR: 130549176\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LJ FULL COLD SRL\\nRNC CLIENTE: 131491812\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319447893711\\nFACTURA NO.: 6697143\\nAUTORIZACION: 207105950\\nTELEFONO: 809-842-9871\\nFECHA: 10/06/2024  HORA: 15:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  34,329.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  30,931.00\\n    5  SERVICIO  COMISION INMOBILIARIA\\n                                 214,474.95\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   6,889.95\\n-------------------------------------------\\nSUB-TOTAL RD$      286,624.90\\nITBIS RD$           0.00\\nTOTAL RD$         286,624.90\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 8625842\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 34742183\\nVERIFICADO\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130549176"],"invoice_ids":["inv_12183cff3c7f0ce564da"],"observation_id":"obs_4623ed0cbefb535990d4","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.22,"augmentation_metadata":{"downscale_factor":0.785,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.704,"brightness_factor":1.075,"blur_sigma":0.307,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":82,"documents":[{"rotation_deg":0.461,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":89738064189041834,"difficulty":"medium","split":"train"}
{"image":"images/606_001548.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130010668\",\"ncf\":\"E325929562212\",\"fecha_comprobante\":\"20240824\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14488.73,\"itbis_facturado\":2607.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LA VIUDA NEGRA RECORDS S A\\nLA VIUDA NEGRA RECORDS S A\\nRNC: 130010668\\nCLIENTE: GRUPO INNOVA H CONSTRUCCIONES SRL\\nRNC CLIENTE: 133146983\\nFACTURA DE CREDITO FISCAL\\nNCF: E325929562212\\nFACTURA NO.: 0657448\\nAUTORIZACION: 67116811\\nTELEFONO: 809-394-4077\\nFECHA: 24/08/2024  HORA: 15:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,074.95\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,365.98\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,047.80\\n-------------------------------------------\\nSUB-TOTAL RD$       14,488.73\\nITBIS 18% RD$       2,607.97\\nTOTAL RD$          17,096.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9239571\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 99784485\\nLVN\\nPagado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130010668"],"invoice_ids":["inv_ae762637e2c72b0d5d6d"],"observation_id":"obs_08adcbf328c089af8894","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":9.77,"augmentation_metadata":{"downscale_factor":0.804,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.882,"brightness_factor":0.932,"blur_sigma":0.179,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":55.51,"jpeg_quality":80,"documents":[{"rotation_deg":0.957,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LVN"}]},"num_invoices":1,"seed":9373837124853537499,"difficulty":"hard","split":"train"}
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{"image":"images/607_001551.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132692782\",\"ncf\":\"E313662362816\",\"fecha_comprobante\":\"20251129\",\"monto_facturado\":32094.50,\"itbis_facturado\":1983.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":34078.46,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"103031511\",\"ncf\":\"B1508926303\",\"fecha_comprobante\":\"20240716\",\"monto_facturado\":28569.49,\"itbis_facturado\":5142.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":33712.00}],\"ocr\":\"CESAR EMILIO GONZALEZ PUJOLS\\nRNC EMISOR: 03101056525\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUMINISTROS GENERALES INSOMNIO SRL\\nRNC CLIENTE: 132692782\\nFACTURA DE CREDITO FISCAL\\nNCF: E313662362816\\nFACTURA NO.: 7517619\\nAUTORIZACION: 962809210\\nTELEFONO: 809-519-6265\\nFECHA: 29/11/2025  HORA: 12:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  QUINTAL   FRUTAS FRESCAS\\n                                   5,342.50\\n    4  QUINTAL   ARROZ EN CASCARA\\n                                  15,620.00\\n    5  UNIDAD    PLATANO BARAHONERO\\n                                     110.00\\n    2  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   2,070.00\\n    4  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   8,952.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       32,094.50\\nITBIS 18% RD$       1,983.96\\nTOTAL RD$          34,078.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9851939\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 82805357\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nARMANDO MINIER S A\\nRNC EMISOR: 102329192\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES SILOCONFE C POR A\\nRNC CLIENTE: 103031511\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1508926303\\nFACTURA NO.: 1926774\\nAUTORIZACION: 217504997\\nTELEFONO: 809-452-4688\\nFECHA: 16/07/2024  HORA: 18:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        14,271.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,657.99\\n    2  UNIDAD    EQUIPO ELECTRICO            11,308.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,332.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       28,569.49\\nITBIS RD$       5,142.51\\nTOTAL RD$          33,712.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 4478654\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[0,3],"business_categories":["agricultura","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03101056525","102329192"],"invoice_ids":["inv_6179209e862cba8ed165","inv_03613ed92ab40a7ea530"],"observation_id":"obs_1bee8865676c6219689b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.74,"augmentation_metadata":{"downscale_factor":0.891,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.821,"brightness_factor":1.017,"blur_sigma":0.535,"crop_applied":false,"camera_distance_factors":[0.901,0.982],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":64.16,"jpeg_quality":74,"documents":[{"rotation_deg":2.648,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":2.77,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":9615131767284442592,"difficulty":"medium","split":"train"}
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{"image":"images/606_001556.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103341404\",\"ncf\":\"B1529763022\",\"fecha_comprobante\":\"20251030\",\"monto_facturado_servicios\":47000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"EMENEGILDA PERALTA\\nEMENEGILDA PERALTA\\nRNC 03103341404\\nCLIENTE: NELSON LEOPOLDO BAEZ LOPEZ\\nRNC CLIENTE: 00102075793\\nFACTURA DE CREDITO FISCAL\\nNCF B1529763022\\nFACTURA NO.: 9775787\\nAUTORIZACION: 642068141\\nTELEFONO: 809-442-5892\\nFECHA: 30/10/2025  HORA: 11:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       12,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       34,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       47,000.00\\nITBIS RD$       8,460.00\\nTOTAL RD$          55,460.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2380740\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03103341404"],"invoice_ids":["inv_6cf64fed220475ac3103"],"observation_id":"obs_4e74fad06648712609e4","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":6.97,"augmentation_metadata":{"downscale_factor":0.868,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.973,"brightness_factor":0.937,"blur_sigma":0.142,"crop_applied":false,"camera_distance_factors":[0.924],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.41,"jpeg_quality":87,"documents":[{"rotation_deg":1.805,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8994611893108133071,"difficulty":"light","split":"train"}
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{"image":"images/607_001577.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05601651218\",\"ncf\":\"B1428330657\",\"fecha_comprobante\":\"20241017\",\"monto_facturado\":309125.00,\"itbis_facturado\":55642.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":364767.50}],\"ocr\":\"LADY BUG II\\nRNC EMISOR: 130517835\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YNGRID PATRICIA ORTIZ DE LA CRUZ\\nRNC CLIENTE: 05601651218\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1428330657\\nFACTURA NO.: 2168007\\nAUTORIZACION: 985423213\\nTELEFONO: 809-786-5901\\nFECHA: 17/10/2024  HORA: 11:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      123,939.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       20,143.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    9,307.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,721.00\\n    1  MES       ALQUILER DE LOCAL          137,015.00\\n----------------------------------------------\\nSUBTOTAL RD$      309,125.00\\nIMPUESTO ITBIS RD$      55,642.50\\nTOTAL RD$         364,767.50\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4084818\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 19240699\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130517835"],"invoice_ids":["inv_1cab489fbe21a6c42645"],"observation_id":"obs_39438c9707ed3f9f21f9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.016,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.47,"jpeg_quality":98,"documents":[{"rotation_deg":-0.076,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9298828851391074073,"difficulty":"clean","split":"train"}
{"image":"images/606_001578.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430036153\",\"ncf\":\"B1414232225\",\"fecha_comprobante\":\"20240116\",\"monto_facturado_servicios\":48000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8640.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"IGLESIA CRISTIANA FUENTE DE VIDA INC\\nIGLESIA CRISTIANA FUENTE DE VIDA INC\\nRNC 430036153\\nCLIENTE: BEST CARGO EXPRESS S A\\nRNC CLIENTE: 130160368\\nFACTURA DE CREDITO FISCAL\\nNCF B1414232225\\nFACTURA NO.: 3084664\\nAUTORIZACION: 27089185\\nTELEFONO: 809-416-6515\\nFECHA: 16/01/2024  HORA: 19:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  37,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  11,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       48,000.00\\nIMPUESTO ITBIS RD$       8,640.00\\nTOTAL RD$          56,640.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 142112\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 94670184\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430036153"],"invoice_ids":["inv_6cd96277feac6801ff05"],"observation_id":"obs_dff39d8cb83ec007f73c","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":10.01,"augmentation_metadata":{"downscale_factor":0.628,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.763,"brightness_factor":1.101,"blur_sigma":0.51,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.61,"jpeg_quality":88,"documents":[{"rotation_deg":-0.99,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11599628028875142719,"difficulty":"hard","split":"train"}
{"image":"images/607_001579.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130432856\",\"ncf\":\"B1533959271\",\"fecha_comprobante\":\"20240527\",\"monto_facturado\":26485.49,\"itbis_facturado\":4767.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":31252.88}],\"ocr\":\"INVERSIONES ROJOMI\\nRNC EMISOR: 131757529\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: M TIRADO NEGOCIOS Y SERVICIOS\\nRNC CLIENTE: 130432856\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1533959271\\nFACTURA NO.: 2216978\\nAUTORIZACION: 239566940\\nTELEFONO: 809-422-8731\\nFECHA: 27/05/2024  HORA: 10:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REPARACION MECANICA\\n                                   9,922.00\\n    4  UNIDAD    ACEITE DE MOTOR\\n                                   3,224.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,520.99\\n    1  UNIDAD    BATERIA AUTOMOTRIZ\\n                                   9,818.50\\n-------------------------------------------\\nSUB-TOTAL RD$       26,485.49\\nITBIS 18% RD$       4,767.39\\nTOTAL RD$          31,252.88\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2950868\\nGRACIAS POR SU COMPRA\\nIR\"}","template_ids":[1],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["131757529"],"invoice_ids":["inv_771f15c1c130f3c013d7"],"observation_id":"obs_04c586c6fc1272c688e4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.36,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.997,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.41,"jpeg_quality":95,"documents":[{"rotation_deg":-0.067,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IR"}]},"num_invoices":1,"seed":1269874011512484982,"difficulty":"clean","split":"train"}
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{"image":"images/607_001583.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132677552\",\"ncf\":\"E321061006435\",\"fecha_comprobante\":\"20240701\",\"monto_facturado\":22962.00,\"itbis_facturado\":4133.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":27095.16,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130525943\",\"ncf\":\"B0144410573\",\"fecha_comprobante\":\"20240126\",\"monto_facturado\":9671.00,\"itbis_facturado\":1740.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11411.78,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133109271\",\"ncf\":\"E447620673880\",\"fecha_comprobante\":\"20240611\",\"monto_facturado\":11810.00,\"itbis_facturado\":2125.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13935.80,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PROYECTOS INDUSTRIALES CXA\\nRNC EMISOR: 101025808\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTIAGO FINE CIGARS SRL\\nRNC CLIENTE: 132677552\\nFACTURA DE CREDITO FISCAL\\nNCF E321061006435\\nFACTURA NO.: 9571220\\nAUTORIZACION: 842375262\\nTELEFONO: 809-248-3745\\nFECHA: 01/07/2024  HORA: 19:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  19,240.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,722.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,962.00\\nITBIS 18% RD$       4,133.16\\nTOTAL RD$          27,095.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1655218\\nGRACIAS POR SU COMPRA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nGARMEN INGENIERIA\\nRNC EMISOR: 133230143\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HERITAGE PARTNERS S A\\nRNC CLIENTE: 130525943\\nFACTURA DE CREDITO FISCAL\\nNCF B0144410573\\nFACTURA NO.: 0279467\\nAUTORIZACION: 76263814\\nTELEFONO: 809-214-7128\\nFECHA: 26/01/2024  HORA: 14:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    CERRADURA DE POMO            7,135.00\\n    4  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      320.00\\n    1  UNIDAD    TUBO PVC PRESION 2 PULGADAS      832.00\\n    8  UNIDAD    INTERRUPTOR SENCILLO         1,384.00\\n----------------------------------------------\\nSUB-TOTAL RD$        9,671.00\\nITBIS RD$       1,740.78\\nTOTAL RD$          11,411.78\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7663530\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 81390805\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nCENTRO COMERCIAL FMS\\nRNC EMISOR: 133412403\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESCUELA DE CHOFERES TU PRIMER GUIA SRL\\nRNC CLIENTE: 133109271\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447620673880\\nFACTURA NO.: 3326524\\nAUTORIZACION: 952034381\\nTELEFONO: 809-394-3217\\nFECHA: 11/06/2024  HORA: 13:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            11,810.00\\n----------------------------------------------\\nSUBTOTAL RD$       11,810.00\\nIMPUESTO ITBIS RD$       2,125.80\\nTOTAL RD$          13,935.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3787764\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 66773622\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,10,6],"business_categories":["comercio_general","construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["101025808","133230143","133412403"],"invoice_ids":["inv_165b67713a580bceb50e","inv_af7a969f14138f8a7642","inv_722b1db5c13dcbc5e0ba"],"observation_id":"obs_50302999188145679fd7","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.745,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.794,"brightness_factor":1.069,"blur_sigma":0.564,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.02,"jpeg_quality":82,"documents":[{"rotation_deg":0.637,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.848,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.6,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14151347321109644592,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 62236149\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEJP\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nEDITORA ACENTO\\nRNC EMISOR: 130748322\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO CLINICO TEMCEP SRL\\nRNC CLIENTE: 132007931\\nFACTURA DE CREDITO FISCAL\\nNCF: B0112468828\\nFACTURA NO.: 6219656\\nAUTORIZACION: 74321761\\nTELEFONO: 809-391-5124\\nFECHA: 01/03/2024  HORA: 16:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            428.00\\n    1  UNIDAD    EQUIPO ELECTRICO             5,155.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         9,543.00\\n    3  UNIDAD    MATERIAL DE OFICINA          6,000.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         8,765.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       29,891.00\\nITBIS RD$       5,380.38\\nTOTAL RD$          35,271.38\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8244131\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 60661732\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEA\\n\\n--- FACTURA ---\\n\\nESTACION PLAZA MARIA TERESA S A\\nRNC EMISOR: 101535156\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA ANGELICA SOSA AGUAVIVA AGUAVIVA\\nRNC CLIENTE: 00108956806\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459784523382\\nFACTURA NO.: 7566761\\nAUTORIZACION: 173344414\\nTELEFONO: 809-727-8432\\nFECHA: 27/05/2025  HORA: 19:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA         10,790.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        28,325.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,185.95\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,079.80\\n----------------------------------------------\\nSUBTOTAL RD$       45,380.75\\nITBIS RD$       8,168.54\\nTOTAL RD$          53,549.29\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1927409\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_001596.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132314281\",\"ncf\":\"B0119684012\",\"fecha_comprobante\":\"20240311\",\"monto_facturado_servicios\":50000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"40222241792\",\"ncf\":\"E316682521941\",\"fecha_comprobante\":\"20240312\",\"monto_facturado_servicios\":57000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"BIO ENGINERING CAPILLARY CYA\\nBIO ENGINERING CAPILLARY CYA SRL\\nRNC EMISOR: 132314281\\nCLIENTE: REMEDIO GOMEZ ROMAN\\nRNC CLIENTE: 00105185052\\nFACTURA DE CREDITO FISCAL\\nNCF B0119684012\\nFACTURA NO.: 8409559\\nAUTORIZACION: 320110932\\nTELEFONO: 809-687-7579\\nFECHA: 11/03/2024  HORA: 20:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   23,000.00\\n    1  VISITA    INSPECCION TECNICA          27,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       50,000.00\\nIMPUESTO ITBIS RD$       9,000.00\\nTOTAL RD$          59,000.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6672563\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 84476360\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nOSCAR FERNANDO GARCIA VALERA\\nOSCAR FERNANDO  GARCIA VALERA\\nRNC: 40222241792\\nCLIENTE: ANTONIO RAMIREZ & ASOCIADOS SRL\\nRNC CLIENTE: 132423879\\nFACTURA DE CREDITO FISCAL\\nNCF E316682521941\\nFACTURA NO.: 5724083\\nAUTORIZACION: 35668757\\nTELEFONO: 809-625-2716\\nFECHA: 12/03/2024  HORA: 15:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  39,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  18,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       57,000.00\\nITBIS 18% RD$      10,260.00\\nTOTAL RD$          67,260.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2903832\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 82877835\"}","template_ids":[4,0],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132314281","40222241792"],"invoice_ids":["inv_71a3988105a36503f71e","inv_8e5c0998cdc7dc96a22a"],"observation_id":"obs_65028fba1ee2f6f3f1f2","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.63,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.897,"brightness_factor":0.96,"blur_sigma":0.204,"crop_applied":false,"camera_distance_factors":[0.922,0.969],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.3,"jpeg_quality":95,"documents":[{"rotation_deg":0.802,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.095,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6978439333434795661,"difficulty":"medium","split":"train"}
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{"image":"images/606_001600.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00111103404\",\"ncf\":\"B0131648567\",\"fecha_comprobante\":\"20240726\",\"monto_facturado_servicios\":38008.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MARITRINY SAN PABLO DIAZ DE MATOS\\nMARITRINY SAN PABLO DIAZ DE MATOS\\nRNC EMISOR: 00111103404\\nCLIENTE: DINAMIC SERVICE SRL\\nRNC CLIENTE: 130144801\\nFACTURA DE CREDITO FISCAL\\nNCF B0131648567\\nFACTURA NO.: 8379995\\nAUTORIZACION: 570034836\\nTELEFONO: 809-866-9353\\nFECHA: 26/07/2024  HORA: 19:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       38,008.00\\n----------------------------------------------\\nSUB-TOTAL RD$       38,008.00\\nITBIS RD$           0.00\\nTOTAL RD$          38,008.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 561701\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 59488954\\nDETALLE DE SERVICIOS\\nAPROBADO\\nEntregado\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00111103404"],"invoice_ids":["inv_31e76f4f3a68ea6b426b"],"observation_id":"obs_fed565b8d2bf51e43df2","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.005,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.4,"jpeg_quality":95,"documents":[{"rotation_deg":0.031,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11288214066841394939,"difficulty":"clean","split":"train"}
{"image":"images/607_001601.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05300259370\",\"ncf\":\"E448381794286\",\"fecha_comprobante\":\"20241105\",\"monto_facturado\":11633.00,\"itbis_facturado\":2093.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13726.94,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133137917\",\"ncf\":\"B1462924963\",\"fecha_comprobante\":\"20250410\",\"monto_facturado\":339705.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":233855.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":105850.15,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00115008781\",\"ncf\":\"B1496950874\",\"fecha_comprobante\":\"20240427\",\"monto_facturado\":776.00,\"itbis_facturado\":139.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":915.68,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DISENOS MERIDIANOS S A\\nRNC EMISOR: 101800275\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO DE LA CRUZ VELOZ\\nRNC CLIENTE: 05300259370\\nFACTURA DE CREDITO FISCAL\\nNCF E448381794286\\nFACTURA NO.: 5004790\\nAUTORIZACION: 616594241\\nTELEFONO: 809-638-3211\\nFECHA: 05/11/2024  HORA: 17:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   6,096.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,810.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     770.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     957.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,633.00\\nITBIS 18% RD$       2,093.94\\nTOTAL RD$          13,726.94\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1716530\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 73950688\\n\\n--- FACTURA ---\\n\\nCOMPUPLUS\\nRNC EMISOR: 07100030910\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TOYOS & NUNEZ GROUP SRL\\nRNC CLIENTE: 133137917\\nFACTURA DE CREDITO FISCAL\\nNCF B1462924963\\nFACTURA NO.: 3141916\\nAUTORIZACION: 703811014\\nTELEFONO: 809-441-5518\\nFECHA: 10/04/2025  HORA: 10:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE EQUIPOS\\n                                   3,346.50\\n    5  LICENCIA  LICENCIA DE SOFTWARE\\n                                 167,724.95\\n    1  SERVICIO  SOPORTE TECNICO\\n                                   4,522.00\\n    1  SERVICIO  DESARROLLO DE SOFTWARE\\n                                 164,112.00\\n-------------------------------------------\\nSUBTOTAL RD$      339,705.45\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         339,705.45\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7896948\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 41361357\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nAMERISOL S A\\nRNC EMISOR: 130501769\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FLAVIO MIESES\\nRNC CLIENTE: 00115008781\\nFACTURA DE CREDITO FISCAL\\nNCF: B1496950874\\nFACTURA NO.: 3584965\\nAUTORIZACION: 799780411\\nTELEFONO: 809-518-5765\\nFECHA: 27/04/2024  HORA: 16:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA            776.00\\n----------------------------------------------\\nSUBTOTAL RD$          776.00\\nIMPUESTO ITBIS RD$         139.68\\nTOTAL RD$             915.68\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8592406\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[5,0,10],"business_categories":["comercio_general","tecnologia","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101800275","07100030910","130501769"],"invoice_ids":["inv_a82ab969dab1f73c3819","inv_0d9cd3d0eb8a3bfb690f","inv_be4048140856a157299e"],"observation_id":"obs_5ce3fcd73edb46f78b23","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.86,"augmentation_metadata":{"downscale_factor":0.906,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":1.092,"brightness_factor":0.981,"blur_sigma":0.183,"crop_applied":false,"camera_distance_factors":[0.882,0.941,0.975],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":24.44,"jpeg_quality":89,"documents":[{"rotation_deg":-0.779,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-1.465,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.209,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15180595218817655849,"difficulty":"hard","split":"train"}
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{"image":"images/607_001607.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130480281\",\"ncf\":\"E444948395032\",\"fecha_comprobante\":\"20250716\",\"monto_facturado\":41167.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14103.28,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27064.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101800471\",\"ncf\":\"B0181735144\",\"fecha_comprobante\":\"20240206\",\"monto_facturado\":8687.96,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8687.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRISMALDY MILEN DIAZ MARTINEZ\\nRNC EMISOR: 03102988676\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES Y PRESTAMOS JUAN\\nROSARIO C\\nRNC CLIENTE: 130480281\\nFACTURA DE CREDITO FISCAL\\nNCF E444948395032\\nFACTURA NO.: 0996453\\nAUTORIZACION: 864369427\\nTELEFONO: 809-712-7986\\nFECHA: 16/07/2025  HORA: 13:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  41,167.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       41,167.50\\nITBIS RD$           0.00\\nTOTAL RD$          41,167.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2070302\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 94722624\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nJUAN CARLOS JIMENEZ PEÑA\\nRNC EMISOR: 00105284160\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COROGA S A\\nRNC CLIENTE: 101800471\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0181735144\\nFACTURA NO.: 8714001\\nAUTORIZACION: 928677842\\nTELEFONO: 809-586-4238\\nFECHA: 06/02/2024  HORA: 16:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,211.96\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,364.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,112.00\\n-------------------------------------------\\nSUB-TOTAL RD$        8,687.96\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           8,687.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6575658\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 28160742\"}","template_ids":[5,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03102988676","00105284160"],"invoice_ids":["inv_46db000ab8303d1a9309","inv_6202ccd5fe9810c46fc5"],"observation_id":"obs_aee23bdfd70753257f3d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.776,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.045,"brightness_factor":0.878,"blur_sigma":0.554,"crop_applied":false,"camera_distance_factors":[0.904,0.908],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":50.67,"jpeg_quality":88,"documents":[{"rotation_deg":-3.882,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.352,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":14612232624185575466,"difficulty":"medium","split":"train"}
{"image":"images/606_001608.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130810109\",\"ncf\":\"E456992167008\",\"fecha_comprobante\":\"20251011\",\"monto_facturado_servicios\":921.00,\"monto_facturado_bienes\":1386.00,\"itbis_facturado\":415.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"EVERCORE PARTNERS\\nEVERCORE PARTNERS SRL\\nRNC: 130810109\\nCLIENTE: INVERSIONES MERCADEO Y SERVICIOS\\n2020 S\\nRNC CLIENTE: 131206298\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456992167008\\nFACTURA NO.: 8377415\\nAUTORIZACION: 575267871\\nTELEFONO: 809-859-2196\\nFECHA: 11/10/2025  HORA: 13:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     482.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     921.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     904.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,307.00\\nITBIS 18% RD$         415.26\\nTOTAL RD$           2,722.26\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 770635\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 41771274\\nEP\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130810109"],"invoice_ids":["inv_77c5624d9a095eac2bdd"],"observation_id":"obs_dd17ac1288066b44d88a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.34,"augmentation_metadata":{"downscale_factor":0.954,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.0,"brightness_factor":1.015,"blur_sigma":0.154,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.15,"jpeg_quality":96,"documents":[{"rotation_deg":0.529,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EP"}]},"num_invoices":1,"seed":17400260032227897932,"difficulty":"light","split":"train"}
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{"image":"images/606_001610.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133408767\",\"ncf\":\"E312733371657\",\"fecha_comprobante\":\"20250505\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2977.00,\"itbis_facturado\":535.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"00113185847\",\"ncf\":\"B0194495574\",\"fecha_comprobante\":\"20241202\",\"monto_facturado_servicios\":115500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":20790.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"WHITEHORN & WHITEHORN\\nWHITEHORN & WHITEHORN SRL\\nRNC 133408767\\nCLIENTE: MARIO MELBIN MARTE JIMENEZ\\nRNC CLIENTE: 00114925993\\nFACTURA DE CREDITO FISCAL\\nNCF: E312733371657\\nFACTURA NO.: 6013669\\nAUTORIZACION: 781981395\\nTELEFONO: 809-418-5085\\nFECHA: 05/05/2025  HORA: 16:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,801.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,176.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,977.00\\nITBIS RD$         535.86\\nTOTAL RD$           3,512.86\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 1397360\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 84251644\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nJOAQUIN PAREDES\\nJOAQUIN PAREDES\\nRNC EMISOR: 00113185847\\nCLIENTE: DISTRIBUIDORA MAMA PRU SRL\\nRNC CLIENTE: 131697682\\nFACTURA DE CREDITO FISCAL\\nNCF B0194495574\\nFACTURA NO.: 7314302\\nAUTORIZACION: 404876442\\nTELEFONO: 809-774-7477\\nFECHA: 02/12/2024  HORA: 09:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  20,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  49,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  39,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   7,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      115,500.00\\nITBIS 18% RD$      20,790.00\\nTOTAL RD$         136,290.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5214182\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 40652442\\nREVISADO\"}","template_ids":[5,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133408767","00113185847"],"invoice_ids":["inv_ccbdab78da5a4d330d0e","inv_fbb6c1e634287bcaac3c"],"observation_id":"obs_c89cfc616bf4db6d81b7","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.797,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.752,"brightness_factor":1.097,"blur_sigma":0.701,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.05,"jpeg_quality":81,"documents":[{"rotation_deg":-1.427,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.273,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17179605939019166676,"difficulty":"hard","split":"validation"}
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{"image":"images/606_001612.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132048581\",\"ncf\":\"B1511032366\",\"fecha_comprobante\":\"20240404\",\"monto_facturado_servicios\":165671.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":29820.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"430368946\",\"ncf\":\"B0219280015\",\"fecha_comprobante\":\"20240824\",\"monto_facturado_servicios\":78042.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14047.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SHAMM PROPERTY MANAGEMENT\\nSHAMM PROPERTY MANAGEMENT SRL\\nRNC: 132048581\\nCLIENTE: CONSTRUCTORA RIVERCORD SRL\\nRNC CLIENTE: 132806719\\nFACTURA DE CREDITO FISCAL\\nNCF: B1511032366\\nFACTURA NO.: 0908427\\nAUTORIZACION: 724610927\\nTELEFONO: 809-954-6765\\nFECHA: 04/04/2024  HORA: 08:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      165,671.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      165,671.00\\nITBIS 18% RD$      29,820.78\\nTOTAL RD$         195,491.78\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6502632\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nENTREGADO\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nIGLESIA PENTECOSTAL REFUGIO DE RESTAURACIO\\nIGLESIA PENTECOSTAL REFUGIO DE RESTAURACION\\nRNC: 430368946\\nCLIENTE: SKRAARUP SHIPPING CORP\\nRNC CLIENTE: 101056721\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0219280015\\nFACTURA NO.: 9838968\\nAUTORIZACION: 878503380\\nTELEFONO: 809-770-9609\\nFECHA: 24/08/2024  HORA: 11:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA             5,500.00\\n   26  PAGINA    TRADUCCION DE DOCUMENTOS    55,042.00\\n    1  SERVICIO  ELABORACION DE INFORME      17,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       78,042.00\\nITBIS 18% RD$      14,047.56\\nTOTAL RD$          92,089.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2945669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 84857235\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[4,4],"business_categories":["inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132048581","430368946"],"invoice_ids":["inv_2f8f254db6c27f2dcf9f","inv_10a37b17003458224005"],"observation_id":"obs_e1ee1ef3b9c02a9ab28b","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.9,"augmentation_metadata":{"downscale_factor":0.761,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.968,"brightness_factor":0.904,"blur_sigma":0.456,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.37,"jpeg_quality":85,"documents":[{"rotation_deg":-2.024,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":1.762,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7278179490339703854,"difficulty":"hard","split":"validation"}
{"image":"images/607_001613.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130885672\",\"ncf\":\"E454298017570\",\"fecha_comprobante\":\"20251023\",\"monto_facturado\":198674.64,\"itbis_facturado\":35761.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":234436.08,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133699303\",\"ncf\":\"E452256965943\",\"fecha_comprobante\":\"20240609\",\"monto_facturado\":15000.00,\"itbis_facturado\":2700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17700.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101711434\",\"ncf\":\"E450989340580\",\"fecha_comprobante\":\"20240323\",\"monto_facturado\":11234.49,\"itbis_facturado\":2022.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7541.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5715.44,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALEX GARCIA TRUCK\\nRNC EMISOR: 133778408\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TECH HOLDINGS LTD SA\\nRNC CLIENTE: 130885672\\nFACTURA DE CREDITO FISCAL\\nNCF: E454298017570\\nFACTURA NO.: 9719118\\nAUTORIZACION: 990209276\\nTELEFONO: 809-474-7591\\nFECHA: 23/10/2025  HORA: 18:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  GESTION LOGISTICA           35,003.80\\n    3  VIAJE     SERVICIO DE MENSAJERIA       3,812.85\\n    1  SERVICIO  ALQUILER DE VEHICULO         5,448.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         804.99\\n    5  VIAJE     TRANSPORTE DE CARGA        153,605.00\\n----------------------------------------------\\nSUBTOTAL RD$      198,674.64\\nIMPUESTO ITBIS RD$      35,761.44\\nTOTAL RD$         234,436.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9470311\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 67556703\\nAGT\\nPAGADO\\n\\n--- FACTURA ---\\n\\nORILIS RODRIGUEZ LIRIANO\\nRNC EMISOR: 35000014783\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO JURIDICO E INVERSIONES LEO ALCAN\\nRNC CLIENTE: 133699303\\nFACTURA DE CREDITO FISCAL\\nNCF E452256965943\\nFACTURA NO.: 8986661\\nAUTORIZACION: 411627222\\nTELEFONO: 809-590-2077\\nFECHA: 09/06/2024  HORA: 09:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,000.00\\nITBIS 18% RD$       2,700.00\\nTOTAL RD$          17,700.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7402135\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nKAYLEEG TOUR AND TRAVEL\\nRNC EMISOR: 132654935\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPRESORA R & A C POR A\\nRNC CLIENTE: 101711434\\nFACTURA DE CREDITO FISCAL\\nNCF E450989340580\\nFACTURA NO.: 9568999\\nAUTORIZACION: 880579420\\nTELEFONO: 809-851-2469\\nFECHA: 23/03/2024  HORA: 17:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   5,847.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,013.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     373.99\\n-------------------------------------------\\nSUBTOTAL RD$       11,234.49\\nIMPUESTO ITBIS RD$       2,022.21\\nTOTAL RD$          13,256.70\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4909449\\nGRACIAS POR SU COMPRA\"}","template_ids":[13,4,5],"business_categories":["transporte","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133778408","35000014783","132654935"],"invoice_ids":["inv_92e58f06b934a56e11d9","inv_38aed937272824107c46","inv_0f4a0122e53b8dea5c9a"],"observation_id":"obs_b2082040160909bea114","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.9,"brightness_factor":1.011,"blur_sigma":0.501,"crop_applied":false,"camera_distance_factors":[0.945,0.907,0.928],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":47.75,"jpeg_quality":84,"documents":[{"rotation_deg":2.162,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.242,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.198,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AGT"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":10123116602987063854,"difficulty":"hard","split":"train"}
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{"image":"images/607_001615.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800371441\",\"ncf\":\"E445819142892\",\"fecha_comprobante\":\"20240108\",\"monto_facturado\":10994.47,\"itbis_facturado\":1979.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":12973.47}],\"ocr\":\"SOPHIE ENERGYM CABARETE\\nRNC EMISOR: 09700265409\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LIVIO ADAMS VILLEGAS CEDEÑO\\nRNC CLIENTE: 02800371441\\nFACTURA DE CREDITO FISCAL\\nNCF: E445819142892\\nFACTURA NO.: 5449348\\nAUTORIZACION: 999284307\\nTELEFONO: 809-910-5034\\nFECHA: 08/01/2024  HORA: 11:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     345.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,313.97\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,577.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,758.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,994.47\\nITBIS RD$       1,979.00\\nTOTAL RD$          12,973.47\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 5780328\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 10718843\\nPendiente\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["09700265409"],"invoice_ids":["inv_2fbdc4528944db7410d0"],"observation_id":"obs_6eeed40e9891cac0826c","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.09,"augmentation_metadata":{"downscale_factor":0.857,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.774,"brightness_factor":1.079,"blur_sigma":0.562,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.5,"jpeg_quality":80,"documents":[{"rotation_deg":-1.29,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13979512684957584965,"difficulty":"medium","split":"train"}
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{"image":"images/607_001619.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130304343\",\"ncf\":\"E449805461040\",\"fecha_comprobante\":\"20240619\",\"monto_facturado\":145000.00,\"itbis_facturado\":26100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":171100.00}],\"ocr\":\"HECTOR JUNIOR MARTINEZ MATEO\\nRNC EMISOR: 40221825918\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HIPER MARCAS S A\\nRNC CLIENTE: 130304343\\nFACTURA DE CREDITO FISCAL\\nNCF E449805461040\\nFACTURA NO.: 5455206\\nAUTORIZACION: 447657882\\nTELEFONO: 809-265-1566\\nFECHA: 19/06/2024  HORA: 16:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            22,500.00\\n    2  DOCUMENT  REDACCION DE CONTRATO       35,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       2,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   85,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      145,000.00\\nIMPUESTO ITBIS RD$      26,100.00\\nTOTAL RD$         171,100.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 9426741\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCargo a oficina\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40221825918"],"invoice_ids":["inv_fbe96b71967d05b666f9"],"observation_id":"obs_a52429c1972d44570a82","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.736,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.806,"brightness_factor":1.015,"blur_sigma":0.31,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":80,"documents":[{"rotation_deg":1.235,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1751245577107445997,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 36847729\\nDETALLE DE SERVICIOS\\nArchivado\\n\\n--- FACTURA ---\\n\\nIU INVERSIONES UNLIMITED\\nIU INVERSIONES UNLIMITED SRL\\nRNC EMISOR: 131677827\\nCLIENTE: EMPORIO ABOGADOS Y CONSULTORES SRL\\nRNC CLIENTE: 131202918\\nFACTURA DE CREDITO FISCAL\\nNCF B0162656604\\nFACTURA NO.: 6327032\\nAUTORIZACION: 947355536\\nTELEFONO: 809-941-2537\\nFECHA: 28/04/2024  HORA: 15:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REPARACION MECANICA         13,275.00\\n    4  SERVICIO  MANTENIMIENTO PREVENTIVO    31,587.96\\n    3  UNIDAD    ACEITE DE MOTOR              2,782.50\\n    1  UNIDAD    FILTRO DE ACEITE               688.95\\n----------------------------------------------\\nSUB-TOTAL RD$       48,334.41\\nITBIS RD$       8,700.19\\nOTROS IMPUESTOS RD$      57.73\\nTOTAL RD$          57,092.33\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8956782\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 14703354\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nIIU\\n\\n--- FACTURA ---\\n\\nGUILLERMO TAMAYO AUTO AIRE\\nGUILLERMO TAMAYO AUTO AIRE SRL\\nRNC: 132352823\\nCLIENTE: NIVIMAR INMOBILIARIA SRL\\nRNC CLIENTE: 133304856\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1525120759\\nFACTURA NO.: 0523183\\nAUTORIZACION: 188659037\\nTELEFONO: 809-671-7303\\nFECHA: 29/10/2024  HORA: 19:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,329.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,329.95\\nITBIS 18% RD$         419.39\\nTOTAL RD$           2,749.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7480540\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 14406226\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nGOOD ELECTRICOS LA TRENSA\\nGOOD ELECTRICOS LA TRENSA EIRL\\nRNC 131862268\\nCLIENTE: HENRIQUEZ JIMENEZ IMPORT C POR A\\nRNC CLIENTE: 130315932\\nFACTURA DE CREDITO FISCAL\\nNCF: B1504814355\\nFACTURA NO.: 0606065\\nAUTORIZACION: 437819367\\nTELEFONO: 809-872-9688\\nFECHA: 17/06/2024  HORA: 14:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,363.96\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,275.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,529.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,167.96\\nITBIS 18% RD$         930.23\\nTOTAL RD$           6,098.19\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8918471\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 44259075\\nPAGADO\\nPendiente\"}","template_ids":[4,2,5,0],"business_categories":["profesional","automotriz","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["130933421","131677827","132352823","131862268"],"invoice_ids":["inv_b987781cf5c510f6b9e3","inv_124d9860e268e4bc71e3","inv_3836619c89d685d4371a","inv_8e5adf2ee1d62d5c940d"],"observation_id":"obs_56e32fe165c035fec543","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.99,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":1.046,"blue_scale":0.954,"contrast_factor":0.938,"brightness_factor":1.045,"blur_sigma":0.057,"crop_applied":false,"camera_distance_factors":[0.992,0.997,0.931,0.927],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.44,"jpeg_quality":87,"documents":[{"rotation_deg":-1.06,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.396,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.056,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.55,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"IIU"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":2956430206268212734,"difficulty":"very_hard","split":"train"}
{"image":"images/607_001621.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101519371\",\"ncf\":\"B1413053289\",\"fecha_comprobante\":\"20250404\",\"monto_facturado\":16271.45,\"itbis_facturado\":2928.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19200.31,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUISA  VALDEZ DE LA ROSA\\nRNC EMISOR: 00114164361\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SODIMA S A\\nRNC CLIENTE: 101519371\\nFACTURA DE CREDITO FISCAL\\nNCF B1413053289\\nFACTURA NO.: 9807413\\nAUTORIZACION: 86157320\\nTELEFONO: 809-613-4266\\nFECHA: 04/04/2025  HORA: 09:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     785.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     657.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,307.50\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,334.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     187.95\\n-------------------------------------------\\nSUBTOTAL RD$       16,271.45\\nITBIS 18% RD$       2,928.86\\nTOTAL RD$          19,200.31\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3508495\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 36903928\\nENTREGADO\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00114164361"],"invoice_ids":["inv_e0130e75157eb8eeed91"],"observation_id":"obs_952aba18df7999e76df1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.97,"augmentation_metadata":{"downscale_factor":0.78,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.737,"brightness_factor":1.026,"blur_sigma":0.442,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.77,"jpeg_quality":88,"documents":[{"rotation_deg":-1.681,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7414176394313243870,"difficulty":"hard","split":"train"}
{"image":"images/606_001622.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00114870306\",\"ncf\":\"B0195963930\",\"fecha_comprobante\":\"20250901\",\"monto_facturado_servicios\":705.00,\"monto_facturado_bienes\":16400.97,\"itbis_facturado\":3079.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"105005192\",\"ncf\":\"B1450223067\",\"fecha_comprobante\":\"20240930\",\"monto_facturado_servicios\":37500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SANTO CARLOS CARRASCO PEREZ\\nSANTO CARLOS CARRASCO PEREZ\\nRNC 00114870306\\nCLIENTE: HIDONSA INGENIERIA SRL\\nRNC CLIENTE: 130330052\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0195963930\\nFACTURA NO.: 7388260\\nAUTORIZACION: 679210053\\nTELEFONO: 809-517-1462\\nFECHA: 01/09/2025  HORA: 14:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        15,123.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            705.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,277.97\\n----------------------------------------------\\nSUBTOTAL RD$       17,105.97\\nITBIS 18% RD$       3,079.07\\nTOTAL RD$          20,185.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6008382\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPROCESADO\\nRecibido\\n\\n--- FACTURA ---\\n\\nINUNSA S A\\nINUNSA S A\\nRNC EMISOR: 105005192\\nCLIENTE: ADI DECO ART, EIRL\\nRNC CLIENTE: 133278482\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1450223067\\nFACTURA NO.: 9844022\\nAUTORIZACION: 168293495\\nTELEFONO: 809-528-1199\\nFECHA: 30/09/2024  HORA: 15:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       32,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    5,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       37,500.00\\nITBIS 18% RD$       6,750.00\\nTOTAL RD$          44,250.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3361032\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVERIFICADO\"}","template_ids":[6,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00114870306","105005192"],"invoice_ids":["inv_0ce642f8186b2e05f09e","inv_7a38d46f2a4b20a6bdd3"],"observation_id":"obs_e5403c6389aafe6903a7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.57,"augmentation_metadata":{"downscale_factor":0.677,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.876,"brightness_factor":0.902,"blur_sigma":0.541,"crop_applied":false,"camera_distance_factors":[0.941,0.901],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":70.47,"jpeg_quality":75,"documents":[{"rotation_deg":1.36,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.493,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1292067953406482133,"difficulty":"medium","split":"test"}
{"image":"images/607_001623.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109456574\",\"ncf\":\"B1544977127\",\"fecha_comprobante\":\"20250411\",\"monto_facturado\":133575.96,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":455.26,\"monto_propina_legal\":0.00,\"efectivo\":134031.22,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130928673\",\"ncf\":\"B0104584207\",\"fecha_comprobante\":\"20241105\",\"monto_facturado\":56500.00,\"itbis_facturado\":10170.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":48409.24,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":18260.76,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130671941\",\"ncf\":\"B0162452077\",\"fecha_comprobante\":\"20250702\",\"monto_facturado\":13257.29,\"itbis_facturado\":2386.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":15643.60}],\"ocr\":\"INMOBILIARIA ROSMAR\\nRNC EMISOR: 101717475\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YUNIOR CIFRES SANCHEZ\\nRNC CLIENTE: 00109456574\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1544977127\\nFACTURA NO.: 3128500\\nAUTORIZACION: 735019977\\nTELEFONO: 809-714-5612\\nFECHA: 11/04/2025  HORA: 09:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  MES       ALQUILER DE LOCAL\\n                                 133,575.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$      133,575.96\\nIMPUESTO ITBIS RD$           0.00\\nOTROS IMPUESTOS RD$     455.26\\nTOTAL RD$         134,031.22\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 132889\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 50934120\\nIR\\n\\n--- FACTURA ---\\n\\nF D B SPORT BAR R E K L\\nRNC EMISOR: 133524139\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMPRESARIOS Y PROPIETARIOS DE\\nTRANSPORT\\nRNC CLIENTE: 130928673\\nFACTURA DE CREDITO FISCAL\\nNCF: B0104584207\\nFACTURA NO.: 1944102\\nAUTORIZACION: 556945116\\nTELEFONO: 809-793-6010\\nFECHA: 05/11/2024  HORA: 20:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  12,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  23,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  21,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       56,500.00\\nITBIS RD$      10,170.00\\nTOTAL RD$          66,670.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9800826\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 15051236\\n\\n--- FACTURA ---\\n\\nGRUPO RAMGO\\nRNC EMISOR: 132163885\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISLA BLANCA AT CAP CANA S R L\\nRNC CLIENTE: 130671941\\nFACTURA DE CREDITO FISCAL\\nNCF B0162452077\\nFACTURA NO.: 4599832\\nAUTORIZACION: 705234316\\nTELEFONO: 809-277-1446\\nFECHA: 02/07/2025  HORA: 14:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   7,859.80\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,265.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,014.99\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,707.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,410.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,257.29\\nIMPUESTO ITBIS RD$       2,386.31\\nTOTAL RD$          15,643.60\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 9452849\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_001629.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132988949\",\"ncf\":\"E318791185382\",\"fecha_comprobante\":\"20250115\",\"monto_facturado\":9787.49,\"itbis_facturado\":1761.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11549.24,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PUBLIO FRANCISCO RAMON BASILIS DIAZ\\nRNC EMISOR: 00110889946\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOPHISTINVESTMENTS SRL\\nRNC CLIENTE: 132988949\\nFACTURA DE CREDITO FISCAL\\nNCF: E318791185382\\nFACTURA NO.: 6342771\\nAUTORIZACION: 484996137\\nTELEFONO: 809-388-8061\\nFECHA: 15/01/2025  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,620.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     465.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,701.99\\n-------------------------------------------\\nSUB-TOTAL RD$        9,787.49\\nITBIS RD$       1,761.75\\nTOTAL RD$          11,549.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4559425\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 87599762\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00110889946"],"invoice_ids":["inv_c8f5362beadbf51f17a6"],"observation_id":"obs_5efe3411d45236f6a002","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.06,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.013,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.83,"jpeg_quality":95,"documents":[{"rotation_deg":0.065,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6868436773770479126,"difficulty":"clean","split":"train"}
{"image":"images/606_001630.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430313203\",\"ncf\":\"B0276239731\",\"fecha_comprobante\":\"20240214\",\"monto_facturado_servicios\":348000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":62640.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430102415\",\"ncf\":\"B1472211798\",\"fecha_comprobante\":\"20251113\",\"monto_facturado_servicios\":237500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":42750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CENTRO DE ESPIRITUALIDAD Y RETIROS SAN JUA\\nCENTRO DE ESPIRITUALIDAD Y RETIROS SAN JUAN DE L\\nRNC: 430313203\\nCLIENTE: DOMINICAN RAY STORAGE SRL\\nRNC CLIENTE: 133026783\\nFACTURA DE CREDITO FISCAL\\nNCF: B0276239731\\nFACTURA NO.: 0797332\\nAUTORIZACION: 407967884\\nTELEFONO: 809-680-8623\\nFECHA: 14/02/2024  HORA: 11:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        57,500.00\\n    2  JORNADA   CAPACITACION EMPRESARIAL   168,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   11,000.00\\n    1  PROYECTO  DISENO DE PLANOS            79,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    32,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      348,000.00\\nITBIS 18% RD$      62,640.00\\nTOTAL RD$         410,640.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 750706\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFUNDACION SENDA ANTIGUA MARGARET\\nFUNDACION SENDA ANTIGUA MARGARET\\nRNC: 430102415\\nCLIENTE: JOHAN GUILLERMO PEREZ SANTANA\\nRNC CLIENTE: 22500500610\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1472211798\\nFACTURA NO.: 8637581\\nAUTORIZACION: 202184014\\nTELEFONO: 809-733-5895\\nFECHA: 13/11/2025  HORA: 15:37\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                 38,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 24,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 42,500.00\\n    2  MES       SUPERVISION DE OBRA\\n                                                 97,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 36,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      237,500.00\\nITBIS 18% RD$      42,750.00\\nTOTAL RD$         280,250.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3419246\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 33540520\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,9],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430313203","430102415"],"invoice_ids":["inv_322510521f5408ae5b6a","inv_8fac74ab13b490d2b61c"],"observation_id":"obs_b91378d4c472d1f7e648","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.54,"augmentation_metadata":{"downscale_factor":0.584,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.995,"brightness_factor":1.072,"blur_sigma":0.516,"crop_applied":false,"camera_distance_factors":[0.905,0.993],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.71,"jpeg_quality":84,"documents":[{"rotation_deg":0.841,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":2.992,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16592143123934472458,"difficulty":"medium","split":"train"}
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{"image":"images/607_001645.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"122021388\",\"ncf\":\"E327317989056\",\"fecha_comprobante\":\"20250905\",\"monto_facturado\":28540.60,\"itbis_facturado\":5137.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9641.03,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":24036.88,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"REPUESTOS Y AUTO SERVICIOS WILSON Y CARPIO\\nRNC EMISOR: 133761211\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PSS CENTRO DE MEDICINA AVANZADA DE\\nHERR\\nRNC CLIENTE: 122021388\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327317989056\\nFACTURA NO.: 1183605\\nAUTORIZACION: 868414776\\nTELEFONO: 809-854-1256\\nFECHA: 05/09/2025  HORA: 18:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,063.80\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  24,987.80\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,120.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,369.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,540.60\\nIMPUESTO ITBIS RD$       5,137.31\\nTOTAL RD$          33,677.91\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2753365\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 31522324\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133761211"],"invoice_ids":["inv_c58b1769145c007c5874"],"observation_id":"obs_748c0899647c7ea2e08b","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.985,"brightness_factor":1.0,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":98,"documents":[{"rotation_deg":-0.092,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7932105661432855681,"difficulty":"clean","split":"train"}
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{"image":"images/606_001658.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131608701\",\"ncf\":\"B0289715790\",\"fecha_comprobante\":\"20241028\",\"monto_facturado_servicios\":6244.00,\"monto_facturado_bienes\":8269.95,\"itbis_facturado\":2612.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03400466953\",\"ncf\":\"B0151450107\",\"fecha_comprobante\":\"20240815\",\"monto_facturado_servicios\":140000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SALON KAMIL SANTANA\\nSALON KAMIL SANTANA SRL\\nRNC EMISOR: 131608701\\nCLIENTE: CONSTRULONVAR SRL\\nRNC CLIENTE: 131977308\\nFACTURA DE CREDITO FISCAL\\nNCF B0289715790\\nFACTURA NO.: 5891565\\nAUTORIZACION: 899822327\\nTELEFONO: 809-789-7514\\nFECHA: 28/10/2024  HORA: 20:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          2,142.00\\n    1  SERVICIO  CORTE Y PEINADO              1,891.00\\n    5  UNIDAD    CHAMPU PROFESIONAL           8,269.95\\n    1  SERVICIO  TRATAMIENTO CAPILAR          2,211.00\\n----------------------------------------------\\nSUB-TOTAL RD$       14,513.95\\nITBIS 18% RD$       2,612.51\\nTOTAL RD$          17,126.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4400085\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 50433145\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJOSE LUIS NUÑEZ GOMEZ\\nJOSE LUIS NUÑEZ GOMEZ\\nRNC: 03400466953\\nCLIENTE: FIDEICOMISO DE DESARROLLO INMOBILIARIO \\nRNC CLIENTE: 133120542\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0151450107\\nFACTURA NO.: 2783218\\nAUTORIZACION: 840506356\\nTELEFONO: 809-593-6422\\nFECHA: 15/08/2024  HORA: 20:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       SERVICIOS CONTABLES DEL MES   50,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   62,500.00\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      140,000.00\\nIMPUESTO ITBIS RD$      25,200.00\\nTOTAL RD$         165,200.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7039442\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 83854652\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,2],"business_categories":["belleza","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131608701","03400466953"],"invoice_ids":["inv_b4c8639e80e6391da7a0","inv_be2fc521a87e1183eb48"],"observation_id":"obs_21e35546d47926f8698a","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":4.71,"augmentation_metadata":{"downscale_factor":0.828,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.048,"brightness_factor":0.977,"blur_sigma":0.024,"crop_applied":false,"camera_distance_factors":[0.959,0.94],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.66,"jpeg_quality":92,"documents":[{"rotation_deg":1.142,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.941,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15569230299050351355,"difficulty":"medium","split":"train"}
{"image":"images/607_001659.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430139815\",\"ncf\":\"E326407774775\",\"fecha_comprobante\":\"20240117\",\"monto_facturado\":13645.00,\"itbis_facturado\":2456.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":16101.10,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FULL CARNE & SNACK\\nRNC EMISOR: 132334981\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONVENTO MADRE GLADIS CID\\nRNC CLIENTE: 430139815\\nFACTURA DE CREDITO FISCAL\\nNCF: E326407774775\\nFACTURA NO.: 3389215\\nAUTORIZACION: 347069442\\nTELEFONO: 809-803-7889\\nFECHA: 17/01/2024  HORA: 17:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,645.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,645.00\\nITBIS 18% RD$       2,456.10\\nTOTAL RD$          16,101.10\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5841095\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 73616613\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132334981"],"invoice_ids":["inv_5ee03d23f14a6d1b419c"],"observation_id":"obs_f51b12836986a316a4fd","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":10.94,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":1.049,"blue_scale":0.951,"contrast_factor":0.968,"brightness_factor":1.006,"blur_sigma":0.012,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.68,"jpeg_quality":90,"documents":[{"rotation_deg":0.099,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13296415196248348544,"difficulty":"light","split":"train"}
{"image":"images/606_001660.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130623066\",\"ncf\":\"E324556762819\",\"fecha_comprobante\":\"20240927\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2297.00,\"itbis_facturado\":35.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"RISEL MARIA BATISTA ALCANTARA\\nRISEL MARIA BATISTA ALCANTARA\\nRNC 130623066\\nCLIENTE: RADICH GRUPO ELITE SRL\\nRNC CLIENTE: 132543394\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E324556762819\\nFACTURA NO.: 5192887\\nAUTORIZACION: 838520710\\nTELEFONO: 809-380-7031\\nFECHA: 27/09/2024  HORA: 15:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     699.00\\n  6.5  LIBRA     POLLO FRESCO LIBRA\\n                                     552.50\\n    3  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     847.50\\n    2  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     198.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,297.00\\nITBIS 18% RD$          35.64\\nTOTAL RD$           2,332.64\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3664484\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 48620340\\nEntregado\"}","template_ids":[1],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["130623066"],"invoice_ids":["inv_ac4572f26d748ed55ac2"],"observation_id":"obs_41a993a71a6e68062ae1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.71,"augmentation_metadata":{"downscale_factor":0.782,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.594,"brightness_factor":1.116,"blur_sigma":0.462,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.57,"jpeg_quality":84,"documents":[{"rotation_deg":-1.276,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3000619565488331974,"difficulty":"hard","split":"train"}
{"image":"images/607_001661.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800108819\",\"ncf\":\"E450567850545\",\"fecha_comprobante\":\"20250804\",\"monto_facturado\":26986.48,\"itbis_facturado\":4857.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":31844.05,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132448863\",\"ncf\":\"B1508907813\",\"fecha_comprobante\":\"20241126\",\"monto_facturado\":1485.00,\"itbis_facturado\":267.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1752.30,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130298564\",\"ncf\":\"E318302511477\",\"fecha_comprobante\":\"20250925\",\"monto_facturado\":1751.00,\"itbis_facturado\":315.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":2066.18}],\"ocr\":\"ROBERTO BACILIO CUEVAS CUEVAS\\nRNC EMISOR: 01800566513\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUSTAVO ANDRES BERNABEL CASTRO\\nRNC CLIENTE: 02800108819\\nFACTURA DE CREDITO FISCAL\\nNCF: E450567850545\\nFACTURA NO.: 4271328\\nAUTORIZACION: 469943171\\nTELEFONO: 809-563-8670\\nFECHA: 04/08/2025  HORA: 14:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   5,667.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     603.98\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,995.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,720.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,986.48\\nITBIS 18% RD$       4,857.57\\nTOTAL RD$          31,844.05\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6902589\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 22286714\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nLOGPRO INTERNATIONAL\\nRNC EMISOR: 131393233\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONCRETOS TECNOLOGICOS SRL\\nRNC CLIENTE: 132448863\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1508907813\\nFACTURA NO.: 6530225\\nAUTORIZACION: 362237775\\nTELEFONO: 809-748-7457\\nFECHA: 26/11/2024  HORA: 18:20\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,485.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        1,485.00\\nITBIS 18% RD$         267.30\\nTOTAL RD$           1,752.30\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6676333\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 81898519\\n\\n--- FACTURA ---\\n\\nEMNORMA SRL\\nRNC EMISOR: 130229899\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMPRA VENTA ESCARLET C POR A\\nRNC CLIENTE: 130298564\\nFACTURA DE CREDITO FISCAL\\nNCF E318302511477\\nFACTURA NO.: 6866825\\nAUTORIZACION: 959282466\\nTELEFONO: 809-513-4004\\nFECHA: 25/09/2025  HORA: 08:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,751.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,751.00\\nIMPUESTO ITBIS RD$         315.18\\nTOTAL RD$           2,066.18\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1461073\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 80011880\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nE\\nREVISADO\"}","template_ids":[5,9,2],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["01800566513","131393233","130229899"],"invoice_ids":["inv_46dc9e1405ca7eed4354","inv_82e817be9148da551447","inv_c1865546fb7187f217be"],"observation_id":"obs_d0d1b2b55797ed8bc77f","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.57,"augmentation_metadata":{"downscale_factor":0.505,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.828,"brightness_factor":0.913,"blur_sigma":0.641,"crop_applied":false,"camera_distance_factors":[0.983,0.899,0.893],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":53.63,"jpeg_quality":80,"documents":[{"rotation_deg":-1.071,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-5.441,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.617,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"E"}]},"num_invoices":3,"seed":13854156383153503324,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_001674.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04900070063\",\"ncf\":\"E446429490038\",\"fecha_comprobante\":\"20250731\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":841.00,\"itbis_facturado\":84.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":5.85,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"COLMADO SANDOVAL\\nCORNELIO SANDOVAL GARCIA\\nRNC EMISOR: 04900070063\\nCLIENTE: JOHNNY ANTONIO MERCADO TAVAREZ\\nRNC CLIENTE: 03103108365\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446429490038\\nFACTURA NO.: 1401727\\nAUTORIZACION: 273408138\\nTELEFONO: 809-609-8870\\nFECHA: 31/07/2025  HORA: 11:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    DETERGENTE EN POLVO\\n                                     272.00\\n    2  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     278.00\\n    1  UNIDAD    HABICHUELAS 800 G\\n                                      91.00\\n    2  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     200.00\\n-------------------------------------------\\nSUBTOTAL RD$          841.00\\nITBIS RD$          84.96\\nOTROS IMPUESTOS RD$       5.85\\nTOTAL RD$             931.81\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1797568\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 41016737\\nCS\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["04900070063"],"invoice_ids":["inv_eb813422c706fc123385"],"observation_id":"obs_16d9dbc9f252ae1881b9","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":8.83,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":1.037,"brightness_factor":0.958,"blur_sigma":0.323,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.58,"jpeg_quality":78,"documents":[{"rotation_deg":0.179,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"CS"}]},"num_invoices":1,"seed":16616108128760958213,"difficulty":"hard","split":"train"}
{"image":"images/607_001675.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109251512\",\"ncf\":\"B0102455959\",\"fecha_comprobante\":\"20250429\",\"monto_facturado\":1544.00,\"itbis_facturado\":277.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":1821.92,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132166991\",\"ncf\":\"B1458452763\",\"fecha_comprobante\":\"20251221\",\"monto_facturado\":110000.00,\"itbis_facturado\":19800.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":129800.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KAMAL\\nRNC EMISOR: 132565691\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBERTO LOCKWARD SERRET\\nRNC CLIENTE: 00109251512\\nFACTURA DE CREDITO FISCAL\\nNCF: B0102455959\\nFACTURA NO.: 0821210\\nAUTORIZACION: 212739470\\nTELEFONO: 809-416-4258\\nFECHA: 29/04/2025  HORA: 18:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,544.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,544.00\\nITBIS 18% RD$         277.92\\nTOTAL RD$           1,821.92\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 257739\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 86751970\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMARIA DE LA CRUZ EVENTOS\\nRNC EMISOR: 00108009093\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OFIMARKET TECHNOLOGY AZTIC SRL\\nRNC CLIENTE: 132166991\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1458452763\\nFACTURA NO.: 4347095\\nAUTORIZACION: 419208401\\nTELEFONO: 809-971-3180\\nFECHA: 21/12/2025  HORA: 18:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 110,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      110,000.00\\nIMPUESTO ITBIS RD$      19,800.00\\nTOTAL RD$         129,800.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5620047\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,5],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132565691","00108009093"],"invoice_ids":["inv_2e661597d3a323587647","inv_0640a93c382b3bd50f06"],"observation_id":"obs_12a1d3bc05bed60a2db3","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":7.42,"augmentation_metadata":{"downscale_factor":0.745,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.653,"brightness_factor":1.043,"blur_sigma":0.73,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.27,"jpeg_quality":77,"documents":[{"rotation_deg":1.024,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.264,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":1209209502980952875,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 81031932\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMAS DE LAS MATAS\\nRNC EMISOR: 133425998\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FEBLES MUSIC SRL\\nRNC CLIENTE: 131559417\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0247071814\\nFACTURA NO.: 8984448\\nAUTORIZACION: 270413636\\nTELEFONO: 809-885-9077\\nFECHA: 27/11/2024  HORA: 19:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,662.99\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     401.95\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,754.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  10,432.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       24,250.94\\nITBIS RD$       4,365.17\\nTOTAL RD$          28,616.11\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 4508090\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 97243481\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMDL\\n\\n--- FACTURA ---\\n\\nADALBERTO ADAMES MANZUETA\\nRNC EMISOR: 00110465820\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COCOTAL RESIDENCE\\nRNC CLIENTE: 430367273\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328134780813\\nFACTURA NO.: 4847134\\nAUTORIZACION: 870765609\\nTELEFONO: 809-227-6315\\nFECHA: 29/11/2024  HORA: 15:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PAQUETE   SERVILLETAS PAQUETE 100 UND      122.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$          122.00\\nIMPUESTO ITBIS RD$          21.96\\nTOTAL RD$             143.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6183230\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[4,5,6],"business_categories":["profesional","comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["22301218651","133425998","00110465820"],"invoice_ids":["inv_648cf54cb3b1fe0c1f6c","inv_777654855add509cd5c4","inv_4d7b1b5c993dd8335151"],"observation_id":"obs_234899814cd35e04efe5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.891,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.977,"brightness_factor":0.958,"blur_sigma":0.784,"crop_applied":false,"camera_distance_factors":[0.912,0.984,0.998],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":63.69,"jpeg_quality":73,"documents":[{"rotation_deg":1.345,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.526,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.176,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MDL"},{"kind":"none","text":""}]},"num_invoices":3,"seed":15098513452015139628,"difficulty":"hard","split":"test"}
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{"image":"images/607_001679.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102424819\",\"ncf\":\"B1531356391\",\"fecha_comprobante\":\"20240114\",\"monto_facturado\":84000.00,\"itbis_facturado\":15120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":99120.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PARROQUIA NUESTRA SENORA DE LA PAZ\\nRNC EMISOR: 430104418\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIPE SANTIAGO PEÑA LIZARDO\\nRNC CLIENTE: 00102424819\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1531356391\\nFACTURA NO.: 0561399\\nAUTORIZACION: 352862247\\nTELEFONO: 809-493-2823\\nFECHA: 14/01/2024  HORA: 14:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         22,500.00\\n    1  SERVICIO  ASESORIA TECNICA            32,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      24,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       84,000.00\\nITBIS 18% RD$      15,120.00\\nTOTAL RD$          99,120.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9257034\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 10898655\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430104418"],"invoice_ids":["inv_6f75b7319a93c5e46941"],"observation_id":"obs_57c539fc5661d818743e","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.643,"red_scale":0.953,"blue_scale":1.047,"contrast_factor":0.825,"brightness_factor":1.084,"blur_sigma":0.458,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.88,"jpeg_quality":72,"documents":[{"rotation_deg":0.291,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5306635487409067910,"difficulty":"hard","split":"train"}
{"image":"images/606_001680.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101599987\",\"ncf\":\"E441281836287\",\"fecha_comprobante\":\"20250402\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":11059.85,\"itbis_facturado\":1990.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"02300678097\",\"ncf\":\"E318546380201\",\"fecha_comprobante\":\"20250322\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7789.98,\"itbis_facturado\":1402.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"01000787901\",\"ncf\":\"E449613608964\",\"fecha_comprobante\":\"20251101\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":19489.00,\"itbis_facturado\":1232.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"J C B DOMINICANA S A\\nJ C B DOMINICANA S A\\nRNC 101599987\\nCLIENTE: HISPANIOLA EXPORT\\nRNC CLIENTE: 101573602\\nFACTURA DE CREDITO FISCAL\\nNCF E441281836287\\nFACTURA NO.: 8309713\\nAUTORIZACION: 469343188\\nTELEFONO: 809-265-4053\\nFECHA: 02/04/2025  HORA: 18:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,844.85\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,215.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,059.85\\nITBIS 18% RD$       1,990.77\\nTOTAL RD$          13,050.62\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7444628\\nGRACIAS POR SU COMPRA\\nJCB\\n\\n--- FACTURA ---\\n\\nBODEGON CENTRAL\\nAURELIO VASQUEZ DEL CARMEN\\nRNC 02300678097\\nCLIENTE: N E C A 1H SRL\\nRNC CLIENTE: 105082071\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318546380201\\nFACTURA NO.: 5741091\\nAUTORIZACION: 625639883\\nTELEFONO: 809-594-1587\\nFECHA: 22/03/2025  HORA: 10:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,845.98\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            944.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        7,789.98\\nITBIS RD$       1,402.20\\nTOTAL RD$           9,192.18\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9591239\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 11124708\\nCANT. 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DESCRIPCION IMPORTE\\nRecibido\\n\\n--- FACTURA ---\\n\\nJUAN PABLO SANTA GERARDO\\nJUAN PABLO SANTA GERARDO\\nRNC: 01000787901\\nCLIENTE: VALLEJO MEJIA & ASOCIADOS SRL\\nRNC CLIENTE: 131730175\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E449613608964\\nFACTURA NO.: 7410034\\nAUTORIZACION: 219150605\\nTELEFONO: 809-251-6808\\nFECHA: 01/11/2025  HORA: 12:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   6,849.00\\n    4  QUINTAL   ARROZ EN CASCARA\\n                                  12,640.00\\n-------------------------------------------\\nSUB-TOTAL RD$       19,489.00\\nITBIS RD$       1,232.82\\nTOTAL RD$          20,721.82\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8920966\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 77355965\\nArchivado\"}","template_ids":[5,7,0],"business_categories":["comercio_general","comercio_general","agricultura"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101599987","02300678097","01000787901"],"invoice_ids":["inv_be27010f8c67d0175c68","inv_ab0100ea818f9c632b12","inv_198da0cb3354c15ed163"],"observation_id":"obs_5e8343e1a5ace759e2aa","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.65,"augmentation_metadata":{"downscale_factor":0.749,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.978,"brightness_factor":1.069,"blur_sigma":0.338,"crop_applied":false,"camera_distance_factors":[0.952,0.923,0.955],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":41.62,"jpeg_quality":88,"documents":[{"rotation_deg":3.479,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.354,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.235,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JCB"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15897177972558414693,"difficulty":"hard","split":"train"}
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{"image":"images/606_001692.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110115789\",\"ncf\":\"E450633170616\",\"fecha_comprobante\":\"20250819\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8692.00,\"itbis_facturado\":1564.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JOAN RONNY SOSA\\nJOAN RONNY SOSA\\nRNC: 00110115789\\nCLIENTE: HERMANOS PEREZ FUENTE CXA\\nRNC CLIENTE: 101109564\\nFACTURA DE CREDITO FISCAL\\nNCF E450633170616\\nFACTURA NO.: 0322574\\nAUTORIZACION: 276315808\\nTELEFONO: 809-476-8990\\nFECHA: 19/08/2025  HORA: 12:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             8,286.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           406.00\\n----------------------------------------------\\nSUBTOTAL RD$        8,692.00\\nITBIS RD$       1,564.56\\nTOTAL RD$          10,256.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 730432\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00110115789"],"invoice_ids":["inv_92f007c97a3f421fd9c8"],"observation_id":"obs_8fb61b8b01234cbb60b1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.4,"augmentation_metadata":{"downscale_factor":0.587,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":1.089,"brightness_factor":0.894,"blur_sigma":0.746,"crop_applied":false,"camera_distance_factors":[0.887],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.38,"jpeg_quality":75,"documents":[{"rotation_deg":2.422,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":601840493719766754,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 12839326\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCDP\\nOK\\n\\n--- FACTURA ---\\n\\nINVIDEKELL\\nINVIDEKELL SRL\\nRNC 130793905\\nCLIENTE: JENNIFFER SENECA               HIRALDO \\nRNC CLIENTE: 03105126951\\nFACTURA DE CREDITO FISCAL\\nNCF: E314783683973\\nFACTURA NO.: 6963843\\nAUTORIZACION: 983065363\\nTELEFONO: 809-409-2709\\nFECHA: 02/10/2024  HORA: 10:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PANTALON CASUAL              3,271.99\\n    1  UNIDAD    GORRA BORDADA                  491.95\\n----------------------------------------------\\nSUB-TOTAL RD$        3,763.94\\nIMPUESTO ITBIS RD$         677.51\\nTOTAL RD$           4,441.45\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6327429\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 33440064\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[5,13,2],"business_categories":["comercio_general","comercio_general","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133535051","430399035","130793905"],"invoice_ids":["inv_9d7866075ae58d1405fa","inv_5c5d5f5e7223bcbbe09c","inv_81f0ff3912ae5743d916"],"observation_id":"obs_ec619e8bdbd73528fec2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.87,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.833,"brightness_factor":0.964,"blur_sigma":0.408,"crop_applied":false,"camera_distance_factors":[0.943,0.954,0.985],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.07,"jpeg_quality":82,"documents":[{"rotation_deg":2.49,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.386,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.543,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CDP"},{"kind":"none","text":""}]},"num_invoices":3,"seed":4380035035428432502,"difficulty":"hard","split":"train"}
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{"image":"images/606_001712.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132389425\",\"ncf\":\"E327974190761\",\"fecha_comprobante\":\"20250702\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1232.00,\"itbis_facturado\":221.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"V&V FRUITS AND MORE\\nV&V FRUITS AND MORE SRL\\nRNC 132389425\\nCLIENTE: PEDRO RAMON  JIMENEZ ORTIZ\\nRNC CLIENTE: 40200570444\\nFACTURA DE CREDITO FISCAL\\nNCF: E327974190761\\nFACTURA NO.: 7970431\\nAUTORIZACION: 473245699\\nTELEFONO: 809-344-6196\\nFECHA: 02/07/2025  HORA: 16:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,232.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,232.00\\nITBIS RD$         221.76\\nTOTAL RD$           1,453.76\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 434256\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 92923204\\nVVF\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132389425"],"invoice_ids":["inv_d62ed8a48876997ccf53"],"observation_id":"obs_8a06670099987d9bda56","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":11.4,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.004,"brightness_factor":0.998,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.36,"jpeg_quality":97,"documents":[{"rotation_deg":0.068,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VVF"}]},"num_invoices":1,"seed":15166368963781402187,"difficulty":"clean","split":"train"}
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{"image":"images/607_001715.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130357463\",\"ncf\":\"E442312388921\",\"fecha_comprobante\":\"20250808\",\"monto_facturado\":40500.00,\"itbis_facturado\":7290.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":47790.00}],\"ocr\":\"ANA CECILIA RIVAS CASTRO DE SORIANO\\nRNC EMISOR: 04400214179\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NUTRI MED CAS NUTRICION & MEDICINA SRL\\nRNC CLIENTE: 130357463\\nFACTURA DE CREDITO FISCAL\\nNCF E442312388921\\nFACTURA NO.: 6221055\\nAUTORIZACION: 187605096\\nTELEFONO: 809-977-1500\\nFECHA: 08/08/2025  HORA: 09:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   28,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       40,500.00\\nITBIS RD$       7,290.00\\nTOTAL RD$          47,790.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 4754182\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPROCESADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["04400214179"],"invoice_ids":["inv_844e2a269f0ce969ae2f"],"observation_id":"obs_6143a07304f90d8454b2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.887,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.836,"brightness_factor":1.012,"blur_sigma":0.631,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":79,"documents":[{"rotation_deg":-0.676,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2180010342301546325,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 67185596\\n\\n--- FACTURA ---\\n\\nCARIBETEC CXA\\nRNC EMISOR: 101078642\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DALCHY GROUP SRL\\nRNC CLIENTE: 131698281\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1526089921\\nFACTURA NO.: 8109351\\nAUTORIZACION: 985933431\\nTELEFONO: 809-953-8200\\nFECHA: 30/06/2024  HORA: 15:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,197.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,085.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     621.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,165.50\\n-------------------------------------------\\nSUBTOTAL RD$       12,069.48\\nITBIS RD$       2,172.51\\nTOTAL RD$          14,241.99\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 3552260\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 64497458\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nGABRIELA DE LOS MILAGROS HERNANDEZ MOREL\\nRNC EMISOR: 05601608648\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSPORTE ARGO S A\\nRNC CLIENTE: 130551065\\nFACTURA DE CREDITO FISCAL\\nNCF: E318959156059\\nFACTURA NO.: 5694208\\nAUTORIZACION: 981550587\\nTELEFONO: 809-968-9305\\nFECHA: 06/09/2024  HORA: 11:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       20,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       22,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       42,500.00\\nIMPUESTO ITBIS RD$       7,650.00\\nTOTAL RD$          50,150.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7948645\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 52256463\\nDETALLE DE SERVICIOS\\nPendiente\"}","template_ids":[5,0,4],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["102009694","101078642","05601608648"],"invoice_ids":["inv_42e98c8451e7e998b849","inv_9fa6fff4c53865c99765","inv_59337c4644a7881c6064"],"observation_id":"obs_e064f2782a6b83449689","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":3.96,"augmentation_metadata":{"downscale_factor":0.704,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":1.019,"brightness_factor":0.967,"blur_sigma":0.02,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.25,"jpeg_quality":83,"documents":[{"rotation_deg":-0.798,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.234,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":2.405,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14895524688476613658,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nLABORATORIO CLINICO SAN RAFAEL\\nRAFAELA CABRERA DIAZ\\nRNC: 00108223710\\nCLIENTE: Q ELECTRICLLCORP SRL\\nRNC CLIENTE: 132341309\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328230744021\\nFACTURA NO.: 0323910\\nAUTORIZACION: 875588217\\nTELEFONO: 809-547-3786\\nFECHA: 14/06/2024  HORA: 15:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL MEDICO DESECHABLE    2,854.00\\n    1  SERVICIO  CONSULTA MEDICA              3,034.99\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO   23,576.00\\n    5  SERVICIO  EVALUACION ODONTOLOGICA     20,755.00\\n----------------------------------------------\\nSUB-TOTAL RD$       50,219.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          50,219.99\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1919241\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO RAMON ANTONIO TH\\nJUNTA DE CENTRO EDUCATIVO RAMON ANTONIO THEN CAS\\nRNC: 430198412\\nCLIENTE: PABLO FLORIAN ANTIGUA\\nRNC CLIENTE: 40233115191\\nFACTURA DE CREDITO FISCAL\\nNCF B1557348339\\nFACTURA NO.: 5270681\\nAUTORIZACION: 789038946\\nTELEFONO: 809-978-6348\\nFECHA: 21/01/2025  HORA: 14:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             3,048.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,587.98\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,635.98\\nITBIS 18% RD$       1,014.48\\nTOTAL RD$           6,650.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8968128\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 61120007\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nJDC\"}","template_ids":[7,6,12],"business_categories":["transporte","salud","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04000130825","00108223710","430198412"],"invoice_ids":["inv_a54d62ab530af03446ae","inv_8a780c330d978bf8463a","inv_53339b3dc78b0ea888d1"],"observation_id":"obs_52b1507d20826fc0a038","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.961,"brightness_factor":0.976,"blur_sigma":0.131,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":28.46,"jpeg_quality":92,"documents":[{"rotation_deg":-0.197,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.187,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.673,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"JDC"}]},"num_invoices":3,"seed":17327401588063094992,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 31176591\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCC\\n\\n--- FACTURA ---\\n\\nCOMERCIAL MONTES\\nRNC EMISOR: 06100009072\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WEXFORD CORP SRL\\nRNC CLIENTE: 133473984\\nFACTURA DE CREDITO FISCAL\\nNCF B1517458703\\nFACTURA NO.: 8787396\\nAUTORIZACION: 845154184\\nTELEFONO: 809-722-3920\\nFECHA: 22/08/2024  HORA: 14:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,965.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,965.00\\nITBIS 18% RD$       1,433.70\\nTOTAL RD$           9,398.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4084885\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 17890236\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEDWIN VLADIMIR CRUZ MANZANILLO\\nRNC EMISOR: 00105524615\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TERESA HIGINIA LUCIA BORDAS BROS\\nRNC CLIENTE: 00100669019\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0265895997\\nFACTURA NO.: 2598034\\nAUTORIZACION: 768952532\\nTELEFONO: 809-548-8874\\nFECHA: 03/05/2025  HORA: 10:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,555.00\\n-------------------------------------------\\nSUBTOTAL RD$        5,555.00\\nITBIS 18% RD$         999.90\\nTOTAL RD$           6,554.90\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4391722\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[1,0,1],"business_categories":["inmobiliario","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132364171","06100009072","00105524615"],"invoice_ids":["inv_a8efaf182483fb20b883","inv_2ade8b2da2466b6c00d8","inv_44054f3649bfa18b7f2a"],"observation_id":"obs_647952513b56896670cb","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.14,"augmentation_metadata":{"downscale_factor":0.995,"red_scale":1.047,"blue_scale":0.953,"contrast_factor":0.994,"brightness_factor":1.028,"blur_sigma":0.202,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.25,"jpeg_quality":90,"documents":[{"rotation_deg":0.398,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.381,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.09,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CC"},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":14862469115479642700,"difficulty":"hard","split":"train"}
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{"image":"images/607_001745.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"124019702\",\"ncf\":\"E450909820200\",\"fecha_comprobante\":\"20240321\",\"monto_facturado\":70559.95,\"itbis_facturado\":12700.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":83260.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"01000515559\",\"ncf\":\"B0280230543\",\"fecha_comprobante\":\"20251001\",\"monto_facturado\":46500.00,\"itbis_facturado\":8370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":54870.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TOMAS ALBERTO SANCHEZ DIAZ\\nRNC EMISOR: 00107480238\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CIBA ESPECIALIDADES QUIMICAS\\nPANAMA S A\\nRNC CLIENTE: 124019702\\nFACTURA DE CREDITO FISCAL\\nNCF: E450909820200\\nFACTURA NO.: 6487083\\nAUTORIZACION: 287525579\\nTELEFONO: 809-722-8903\\nFECHA: 21/03/2024  HORA: 10:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                  17,062.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  28,252.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA\\n                                     822.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  20,551.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   3,872.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       70,559.95\\nIMPUESTO ITBIS RD$      12,700.79\\nTOTAL RD$          83,260.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3874037\\nGRACIAS POR SU COMPRA\\nTAS\\n\\n--- FACTURA ---\\n\\nFUNDACION SERVICIOS AL DESAMPARADO ROMANEN\\nRNC EMISOR: 430011691\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS ANDRES BELTRE RAMIREZ\\nRNC CLIENTE: 01000515559\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0280230543\\nFACTURA NO.: 3615224\\nAUTORIZACION: 801071118\\nTELEFONO: 809-432-2166\\nFECHA: 01/10/2025  HORA: 16:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  39,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                   7,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       46,500.00\\nIMPUESTO ITBIS RD$       8,370.00\\nTOTAL RD$          54,870.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9658779\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,1],"business_categories":["transporte","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107480238","430011691"],"invoice_ids":["inv_ac06a76826379832f6b1","inv_f75072764c7f51acaa0d"],"observation_id":"obs_e12d52ae13e0554341f9","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":7.32,"augmentation_metadata":{"downscale_factor":0.662,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.757,"brightness_factor":1.031,"blur_sigma":0.565,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":77,"documents":[{"rotation_deg":0.543,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.569,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"TAS"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":10774242290029801263,"difficulty":"hard","split":"train"}
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{"image":"images/606_001760.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131201492\",\"ncf\":\"E316553095891\",\"fecha_comprobante\":\"20250916\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":19089.97,\"itbis_facturado\":3436.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"03400223156\",\"ncf\":\"B1561253723\",\"fecha_comprobante\":\"20240203\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9662.00,\"itbis_facturado\":1739.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"PRIME CUTS A&B\\nPRIME CUTS A&B EIRL\\nRNC: 131201492\\nCLIENTE: QREGIOT 58 SRL\\nRNC CLIENTE: 130320241\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316553095891\\nFACTURA NO.: 7248170\\nAUTORIZACION: 591702194\\nTELEFONO: 809-604-2424\\nFECHA: 16/09/2025  HORA: 12:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,204.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,885.97\\n-------------------------------------------\\nSUB-TOTAL RD$       19,089.97\\nITBIS 18% RD$       3,436.19\\nTOTAL RD$          22,526.16\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 3610958\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 59687531\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nELECTRO MUEBLES AMINA\\nFRANCISCO ANTONIO DELGADO PIMENTEL\\nRNC EMISOR: 03400223156\\nCLIENTE: FUNDACION DE ARTE EZEQUIEL TAVERAS\\nRNC CLIENTE: 430298131\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1561253723\\nFACTURA NO.: 7697819\\nAUTORIZACION: 197519692\\nTELEFONO: 809-471-1139\\nFECHA: 03/02/2024  HORA: 10:56\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                                  9,662.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        9,662.00\\nITBIS 18% RD$       1,739.16\\nTOTAL RD$          11,401.16\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9421305\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 30093471\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131201492","03400223156"],"invoice_ids":["inv_a1f2d3f875666a71f96b","inv_bf56dcaad0f7e3c6fe88"],"observation_id":"obs_9f6eb7b8836b43239bc4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":6.9,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.987,"brightness_factor":0.998,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.7,"jpeg_quality":96,"documents":[{"rotation_deg":0.025,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.09,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7772177571778926363,"difficulty":"medium","split":"train"}
{"image":"images/607_001761.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132059222\",\"ncf\":\"E328040922871\",\"fecha_comprobante\":\"20250111\",\"monto_facturado\":3190.00,\"itbis_facturado\":574.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1429.39,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2334.81,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"REPUESTOS ANEURY SUAZO\\nRNC EMISOR: 40220695247\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANDIMAN CAR PARTS SRL\\nRNC CLIENTE: 132059222\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328040922871\\nFACTURA NO.: 3546400\\nAUTORIZACION: 496989871\\nTELEFONO: 809-933-6221\\nFECHA: 11/01/2025  HORA: 09:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          3,190.00\\n----------------------------------------------\\nSUB-TOTAL RD$        3,190.00\\nITBIS RD$         574.20\\nTOTAL RD$           3,764.20\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8555042\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 90754464\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40220695247"],"invoice_ids":["inv_13cf52652d44bff2816f"],"observation_id":"obs_9fcea2bc36203cd22c73","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.63,"augmentation_metadata":{"downscale_factor":0.435,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.999,"brightness_factor":0.902,"blur_sigma":0.917,"crop_applied":false,"camera_distance_factors":[0.881],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.09,"jpeg_quality":66,"documents":[{"rotation_deg":1.927,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14913980097292058967,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 37294559\\nVerificado\\n\\n--- FACTURA ---\\n\\nTRANSPORTE BENCOSME\\nTRANSPORTE BENCOSME SRL\\nRNC: 130814325\\nCLIENTE: MERILIO MONTILLA GOMEZ\\nRNC CLIENTE: 02301276255\\nFACTURA DE CREDITO FISCAL\\nNCF E316583050740\\nFACTURA NO.: 8517641\\nAUTORIZACION: 137114507\\nTELEFONO: 809-350-5337\\nFECHA: 08/09/2024  HORA: 18:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    JUEGO DE PASTILLAS DE FRENO   11,656.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     2,716.50\\n----------------------------------------------\\nSUB-TOTAL RD$       14,372.50\\nITBIS 18% RD$       2,587.05\\nTOTAL RD$          16,959.55\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 9285341\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 86138440\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[4,13,11],"business_categories":["comercio_general","comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00118601996","131564895","130814325"],"invoice_ids":["inv_9c23d9ea12e82ec77908","inv_107c4207e906fceec424","inv_84287be6a53e680b4b46"],"observation_id":"obs_454bc81ec19e9436d7a3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.013,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.98,"jpeg_quality":95,"documents":[{"rotation_deg":-0.111,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.113,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.021,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":3119189929431246286,"difficulty":"hard","split":"train"}
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{"image":"images/606_001786.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00112566237\",\"ncf\":\"B1520159105\",\"fecha_comprobante\":\"20240206\",\"monto_facturado_servicios\":29609.00,\"monto_facturado_bienes\":5588.00,\"itbis_facturado\":6335.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"NELSON GOMEZ PEREZ\\nNELSON GOMEZ PEREZ\\nRNC EMISOR: 00112566237\\nCLIENTE: ARQUISOLUTION SRL\\nRNC CLIENTE: 130443041\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1520159105\\nFACTURA NO.: 5674260\\nAUTORIZACION: 705525146\\nTELEFONO: 809-864-4865\\nFECHA: 06/02/2024  HORA: 13:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    BANNER PUBLICITARIO          5,588.00\\n    1  SERVICIO  ROTULACION EN VINIL         19,995.00\\n    1  SERVICIO  IMPRESION FULL COLOR         9,614.00\\n----------------------------------------------\\nSUBTOTAL RD$       35,197.00\\nITBIS 18% RD$       6,335.46\\nTOTAL RD$          41,532.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6765781\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["00112566237"],"invoice_ids":["inv_ba7eafdb4f9161e28372"],"observation_id":"obs_999029acda5c4a81f858","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.11,"augmentation_metadata":{"downscale_factor":0.874,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.962,"brightness_factor":1.021,"blur_sigma":0.01,"crop_applied":false,"camera_distance_factors":[0.938],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.96,"jpeg_quality":89,"documents":[{"rotation_deg":1.612,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13946167697479425643,"difficulty":"light","split":"train"}
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{"image":"images/607_001805.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05500030738\",\"ncf\":\"B0241170684\",\"fecha_comprobante\":\"20240916\",\"monto_facturado\":23055.50,\"itbis_facturado\":4149.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":27205.49,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VELEIRO GROUP S A\\nRNC EMISOR: 132536088\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDICASIO FRANCISCO BLANCO PEÑA\\nRNC CLIENTE: 05500030738\\nFACTURA DE CREDITO FISCAL\\nNCF B0241170684\\nFACTURA NO.: 4843144\\nAUTORIZACION: 554700128\\nTELEFONO: 809-252-6253\\nFECHA: 16/09/2024  HORA: 11:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  12,453.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     669.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,921.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,012.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,055.50\\nIMPUESTO ITBIS RD$       4,149.99\\nTOTAL RD$          27,205.49\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1602477\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 69875882\\nVGS\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132536088"],"invoice_ids":["inv_f11238f461c2cf3d7863"],"observation_id":"obs_c3dc4c88d3b827746b3a","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.44,"augmentation_metadata":{"downscale_factor":0.791,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.864,"brightness_factor":1.029,"blur_sigma":0.26,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.04,"jpeg_quality":87,"documents":[{"rotation_deg":-0.393,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VGS"}]},"num_invoices":1,"seed":7450191165031105086,"difficulty":"hard","split":"train"}
{"image":"images/606_001806.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130662152\",\"ncf\":\"E452678251992\",\"fecha_comprobante\":\"20241026\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":11573.95,\"itbis_facturado\":2083.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MILABO\\nMILABO S R L\\nRNC EMISOR: 130662152\\nCLIENTE: HECAPA LOGISTICS SRL\\nRNC CLIENTE: 132916166\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452678251992\\nFACTURA NO.: 5248690\\nAUTORIZACION: 852130918\\nTELEFONO: 809-369-1130\\nFECHA: 26/10/2024  HORA: 10:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,554.00\\n    5  UNIDAD    MATERIAL DE OFICINA         10,019.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,573.95\\nIMPUESTO ITBIS RD$       2,083.31\\nTOTAL RD$          13,657.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4702687\\nGRACIAS POR SU COMPRA\\nM\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130662152"],"invoice_ids":["inv_69eced82f21726a7c866"],"observation_id":"obs_abe0322f193b4ae581a2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.96,"augmentation_metadata":{"downscale_factor":0.653,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.957,"brightness_factor":0.894,"blur_sigma":0.872,"crop_applied":false,"camera_distance_factors":[0.929],"legibility_scale_corrections":[0.0],"final_contrast_stddev":72.69,"jpeg_quality":84,"documents":[{"rotation_deg":2.203,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"M"}]},"num_invoices":1,"seed":12545328541009701501,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 33702929\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nSALCEDO PENA & ASOCIADOS\\nRNC EMISOR: 101804922\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: THE MODA ILIMITADA STORE MCIB SRL\\nRNC CLIENTE: 133169381\\nFACTURA DE CREDITO FISCAL\\nNCF E456712532591\\nFACTURA NO.: 2532838\\nAUTORIZACION: 31241308\\nTELEFONO: 809-877-5842\\nFECHA: 10/06/2024  HORA: 18:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       83,173.99\\n    1  SERVICIO  TASACION DE PROPIEDAD       24,760.50\\n----------------------------------------------\\nSUBTOTAL RD$      107,934.49\\nITBIS RD$           0.00\\nTOTAL RD$         107,934.49\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1615835\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nC V T ADMINISTRACION\\nRNC EMISOR: 132215494\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INSPIRAL DENTAL ESTUDIO SRL\\nRNC CLIENTE: 132735404\\nFACTURA DE CREDITO FISCAL\\nNCF B1492650327\\nFACTURA NO.: 5531975\\nAUTORIZACION: 258097541\\nTELEFONO: 809-935-3936\\nFECHA: 11/09/2025  HORA: 15:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     315.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,225.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,344.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,884.50\\nIMPUESTO ITBIS RD$       6,819.21\\nTOTAL RD$          44,703.71\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7651149\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_001809.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600311977\",\"ncf\":\"B0135304639\",\"fecha_comprobante\":\"20240210\",\"monto_facturado\":39500.00,\"itbis_facturado\":7110.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":46610.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DAMAROC\\nRNC EMISOR: 101792736\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WENDY ALEJANDRO DE LA CRUZ\\nMERCEDES\\nRNC CLIENTE: 02600311977\\nFACTURA DE CREDITO FISCAL\\nNCF: B0135304639\\nFACTURA NO.: 6141007\\nAUTORIZACION: 915404404\\nTELEFONO: 809-212-9882\\nFECHA: 10/02/2024  HORA: 09:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  39,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       39,500.00\\nITBIS 18% RD$       7,110.00\\nTOTAL RD$          46,610.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6798745\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 43000133\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRevisado\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101792736"],"invoice_ids":["inv_8bc0a342c5e60f976a87"],"observation_id":"obs_e262875549ce37de5e60","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.59,"augmentation_metadata":{"downscale_factor":0.82,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.59,"brightness_factor":1.101,"blur_sigma":0.478,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.03,"jpeg_quality":88,"documents":[{"rotation_deg":1.205,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3210704817219587594,"difficulty":"hard","split":"train"}
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{"image":"images/606_001814.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132814322\",\"ncf\":\"B1422623657\",\"fecha_comprobante\":\"20251023\",\"monto_facturado_servicios\":52308.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9415.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":72.89,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130428931\",\"ncf\":\"B0235748172\",\"fecha_comprobante\":\"20240127\",\"monto_facturado_servicios\":1024.00,\"monto_facturado_bienes\":6154.98,\"itbis_facturado\":1292.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"05601325805\",\"ncf\":\"B0291155070\",\"fecha_comprobante\":\"20250122\",\"monto_facturado_servicios\":24000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FIVE STARS TRANSFERS PC\\nFIVE STARS TRANSFERS PC SRL\\nRNC: 132814322\\nCLIENTE: JUAN DE LA ALTAGRACIA RHADAMES BRACHE D\\nRNC CLIENTE: 01300012661\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1422623657\\nFACTURA NO.: 1218713\\nAUTORIZACION: 151921688\\nTELEFONO: 809-739-9826\\nFECHA: 23/10/2025  HORA: 20:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         7,831.50\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,337.99\\n    5  VIAJE     SERVICIO DE TRANSPORTE       8,855.00\\n    2  VIAJE     TRANSPORTE DE CARGA         27,659.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA       6,625.00\\n----------------------------------------------\\nSUB-TOTAL RD$       52,308.49\\nITBIS 18% RD$       9,415.53\\nOTROS IMPUESTOS RD$      72.89\\nTOTAL RD$          61,796.91\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9374076\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 10985096\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nTELDAR INVERSTMENS\\nTELDAR INVESTMENTS S A\\nRNC: 130428931\\nCLIENTE: ELVIS MANUEL SUERO FORTUNA\\nRNC CLIENTE: 00112343843\\nFACTURA DE CREDITO FISCAL\\nNCF: B0235748172\\nFACTURA NO.: 2922221\\nAUTORIZACION: 666465871\\nTELEFONO: 809-728-3393\\nFECHA: 27/01/2024  HORA: 20:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             2,487.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            781.98\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,024.00\\n    3  UNIDAD    MATERIAL DE OFICINA          2,886.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        7,178.98\\nIMPUESTO ITBIS RD$       1,292.22\\nTOTAL RD$           8,471.20\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7696975\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nJORGELY ANTONIO SALDIVAR MENA\\nJORGELY ANTONIO SALDIVAR MENA\\nRNC EMISOR: 05601325805\\nCLIENTE: OPTICA KONQUI VISION SRL\\nRNC CLIENTE: 133652501\\nFACTURA DE CREDITO FISCAL\\nNCF: B0291155070\\nFACTURA NO.: 9368641\\nAUTORIZACION: 917991516\\nTELEFONO: 809-612-5732\\nFECHA: 22/01/2025  HORA: 10:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   24,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       24,000.00\\nITBIS RD$       4,320.00\\nTOTAL RD$          28,320.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9528903\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_001838.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00112264486\",\"ncf\":\"E322170613644\",\"fecha_comprobante\":\"20240717\",\"monto_facturado_servicios\":493761.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FRANK SONNY JORGE JIMENEZ\\nFRANK SONNY JORGE JIMENEZ\\nRNC: 00112264486\\nCLIENTE: GUILLERMO DE LA ROSA GARCIA\\nRNC CLIENTE: 09300271724\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322170613644\\nFACTURA NO.: 6502164\\nAUTORIZACION: 264933030\\nTELEFONO: 809-969-9259\\nFECHA: 17/07/2024  HORA: 10:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   14,605.50\\n    4  SERVICIO  COMISION INMOBILIARIA      479,156.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      493,761.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         493,761.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3401508\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 61143010\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00112264486"],"invoice_ids":["inv_e2ec97a6b66729e6a537"],"observation_id":"obs_2e2b628dd61a588621ef","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.987,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":98,"documents":[{"rotation_deg":-0.149,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3757346914760422399,"difficulty":"clean","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 41442343\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGEM\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nCHALEMAR SUPLIDORES\\nRNC EMISOR: 131927904\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MOVIMIENTO COMUNITARIO\\nINDEPENDIENTE DE\\nRNC CLIENTE: 422003135\\nFACTURA DE CREDITO FISCAL\\nNCF: E452265640167\\nFACTURA NO.: 7714958\\nAUTORIZACION: 324350929\\nTELEFONO: 809-429-7843\\nFECHA: 26/09/2025  HORA: 15:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ACEITE DE MOTOR\\n                                   2,612.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                  33,450.00\\n-------------------------------------------\\nSUBTOTAL RD$       36,062.00\\nITBIS 18% RD$       6,491.16\\nTOTAL RD$          42,553.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5989323\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 23739551\\nCOPIA\\n\\n--- FACTURA ---\\n\\nCOLMADO CAFETERIA NEURIEL\\nRNC EMISOR: 05900183186\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FULLSERVI SANTANA MARTINEZ SRL\\nRNC CLIENTE: 133464497\\nFACTURA DE CREDITO FISCAL\\nNCF: E447455688333\\nFACTURA NO.: 1515584\\nAUTORIZACION: 772396265\\nTELEFONO: 809-945-6774\\nFECHA: 19/06/2024  HORA: 11:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     360.00\\n-------------------------------------------\\nSUBTOTAL RD$          360.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             360.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1615642\\nGRACIAS POR SU COMPRA\\nArchivado\\n\\n--- FACTURA ---\\n\\nCARMEN POLANCO PAULINO\\nRNC EMISOR: 06400175946\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SENSE SOFTWARE INTERNATIONAL CORP\\nRNC CLIENTE: 130941084\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447564354626\\nFACTURA NO.: 0755951\\nAUTORIZACION: 800822276\\nTELEFONO: 809-945-5886\\nFECHA: 20/03/2024  HORA: 11:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO\\n                                     805.99\\n-------------------------------------------\\nSUBTOTAL RD$          805.99\\nITBIS 18% RD$         145.08\\nTOTAL RD$             951.07\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8224957\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 63311893\\n\\n--- FACTURA ---\\n\\nBURDIER & GOMEZ TRANSPORTE Y SERVICIOS\\nRNC EMISOR: 132211499\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRESTAMOS CIBAO S A\\nRNC CLIENTE: 102007802\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0199630005\\nFACTURA NO.: 2436095\\nAUTORIZACION: 602020606\\nTELEFONO: 809-751-4828\\nFECHA: 15/03/2025  HORA: 10:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   8,561.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  27,915.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                  15,982.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA\\n                                   2,398.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       54,856.50\\nITBIS 18% RD$       9,874.17\\nTOTAL RD$          64,730.67\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3322486\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,5,0],"business_categories":["educacion","inmobiliario","transporte"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133265834","00113437321","132211499"],"invoice_ids":["inv_aa76a9210772d778ca59","inv_ad480eb8d52c18e06988","inv_cebbf695f5d2dbfe2d93"],"observation_id":"obs_f63bd0c9b33287cc20f8","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":5.02,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.037,"brightness_factor":1.007,"blur_sigma":0.092,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.61,"jpeg_quality":88,"documents":[{"rotation_deg":-0.696,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.031,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.443,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1257136997200928485,"difficulty":"hard","split":"train"}
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{"image":"images/606_001844.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00111906087\",\"ncf\":\"B0141924769\",\"fecha_comprobante\":\"20240212\",\"monto_facturado_servicios\":102000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"01700008699\",\"ncf\":\"B1531831908\",\"fecha_comprobante\":\"20240504\",\"monto_facturado_servicios\":73000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FELIX ALEXANDER ESPINAL MATOS\\nFELIX ALEXANDER ESPINAL MATOS\\nRNC EMISOR: 00111906087\\nCLIENTE: MIGDALIS MARTINEZ PANIAGUA\\nRNC CLIENTE: 00112046552\\nFACTURA DE CREDITO FISCAL\\nNCF: B0141924769\\nFACTURA NO.: 6442288\\nAUTORIZACION: 805100640\\nTELEFONO: 809-771-1536\\nFECHA: 12/02/2024  HORA: 19:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    72,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,000.00\\n    1  VISITA    INSPECCION TECNICA          17,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      102,000.00\\nITBIS 18% RD$      18,360.00\\nTOTAL RD$         120,360.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2730015\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 93017754\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCOPIA\\n\\n--- FACTURA ---\\n\\nMARIO BLADIMIR SEGURA DIAZ\\nMARIO BLADIMIR SEGURA DIAZ\\nRNC: 01700008699\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO LICEO SALVADO\\nRNC CLIENTE: 430221465\\nFACTURA DE CREDITO FISCAL\\nNCF B1531831908\\nFACTURA NO.: 7247453\\nAUTORIZACION: 230233550\\nTELEFONO: 809-373-6789\\nFECHA: 04/05/2024  HORA: 19:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       9,000.00\\n    1  MES       SUPERVISION DE OBRA         37,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       73,000.00\\nIMPUESTO ITBIS RD$      13,140.00\\nTOTAL RD$          86,140.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3501058\\nGRACIAS POR SU COMPRA\\nMBS\\nENTREGADO\"}","template_ids":[4,3],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00111906087","01700008699"],"invoice_ids":["inv_12d24fea53798346ef56","inv_55191e245abd33e67d27"],"observation_id":"obs_e1c0efc2d9304e48c466","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.24,"augmentation_metadata":{"downscale_factor":0.759,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.866,"brightness_factor":0.884,"blur_sigma":0.302,"crop_applied":false,"camera_distance_factors":[0.896,0.932],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":58.69,"jpeg_quality":90,"documents":[{"rotation_deg":-3.763,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.485,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MBS"}]},"num_invoices":2,"seed":287404579621870332,"difficulty":"medium","split":"train"}
{"image":"images/607_001845.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131582818\",\"ncf\":\"E314100122095\",\"fecha_comprobante\":\"20240205\",\"monto_facturado\":42000.00,\"itbis_facturado\":7560.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":49560.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101540761\",\"ncf\":\"E313266467698\",\"fecha_comprobante\":\"20250808\",\"monto_facturado\":38549.25,\"itbis_facturado\":6938.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":30720.90,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14767.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DANERYS EULALIA SANTA MORILLO\\nRNC EMISOR: 00111978276\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO K & J SRL\\nRNC CLIENTE: 131582818\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314100122095\\nFACTURA NO.: 2159446\\nAUTORIZACION: 644357090\\nTELEFONO: 809-639-4479\\nFECHA: 05/02/2024  HORA: 16:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       SUPERVISION DE OBRA         42,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       42,000.00\\nIMPUESTO ITBIS RD$       7,560.00\\nTOTAL RD$          49,560.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1249534\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nDES\\nPAGADO\\n\\n--- FACTURA ---\\n\\nEL LAPIZ AZUL RD\\nRNC EMISOR: 40223993631\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MUEBLERIA J PE A C POR A\\nRNC CLIENTE: 101540761\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313266467698\\nFACTURA NO.: 4960695\\nAUTORIZACION: 481159227\\nTELEFONO: 809-886-3914\\nFECHA: 08/08/2025  HORA: 09:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,295.00\\n    2  UNIDAD    MATERIAL DE OFICINA          3,163.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        21,119.75\\n    3  UNIDAD    EQUIPO ELECTRICO             8,986.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         2,985.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       38,549.25\\nITBIS 18% RD$       6,938.87\\nTOTAL RD$          45,488.12\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2149234\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 74944908\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[12,11],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00111978276","40223993631"],"invoice_ids":["inv_958e3b006564a7ccd713","inv_800eea8cf248c0ba5cb4"],"observation_id":"obs_da3c0d173235171af5d5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.58,"augmentation_metadata":{"downscale_factor":0.727,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.007,"brightness_factor":0.881,"blur_sigma":0.328,"crop_applied":false,"camera_distance_factors":[0.979,0.905],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":48.71,"jpeg_quality":91,"documents":[{"rotation_deg":3.116,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.544,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"DES"},{"kind":"none","text":""}]},"num_invoices":2,"seed":15453943074216678331,"difficulty":"medium","split":"train"}
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{"image":"images/607_001849.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132099338\",\"ncf\":\"B0158050577\",\"fecha_comprobante\":\"20241016\",\"monto_facturado\":194000.00,\"itbis_facturado\":34920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":160328.56,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":68591.44,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SBS SABASA SEGURIDAD\\nRNC EMISOR: 133170345\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBCAND BUSINESS & SOLUTIONS GROUP SRL\\nRNC CLIENTE: 132099338\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0158050577\\nFACTURA NO.: 4644073\\nAUTORIZACION: 460929463\\nTELEFONO: 809-430-1197\\nFECHA: 16/10/2024  HORA: 19:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   28,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   88,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       53,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      194,000.00\\nIMPUESTO ITBIS RD$      34,920.00\\nTOTAL RD$         228,920.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6766790\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 89343360\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133170345"],"invoice_ids":["inv_1b4776d1195c1e8acfa6"],"observation_id":"obs_cc2de88fb5827b60d41e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.001,"brightness_factor":0.998,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":95,"documents":[{"rotation_deg":-0.073,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8807237322101299131,"difficulty":"clean","split":"train"}
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{"image":"images/607_001851.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133062593\",\"ncf\":\"E323539767575\",\"fecha_comprobante\":\"20240320\",\"monto_facturado\":27705.50,\"itbis_facturado\":4986.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":32692.49,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"F B L ENTERPRISES\\nRNC EMISOR: 101506784\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KGTS IMPORTS EIRL\\nRNC CLIENTE: 133062593\\nFACTURA DE CREDITO FISCAL\\nNCF E323539767575\\nFACTURA NO.: 3608852\\nAUTORIZACION: 377921058\\nTELEFONO: 809-405-3010\\nFECHA: 20/03/2024  HORA: 17:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,105.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  16,884.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,310.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,122.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,284.50\\n-------------------------------------------\\nSUBTOTAL RD$       27,705.50\\nITBIS RD$       4,986.99\\nTOTAL RD$          32,692.49\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1964201\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 21283467\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101506784"],"invoice_ids":["inv_362e642b028fefda3eb7"],"observation_id":"obs_1b8242a3fac7d8b25005","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.78,"augmentation_metadata":{"downscale_factor":0.881,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":1.084,"brightness_factor":0.919,"blur_sigma":0.789,"crop_applied":false,"camera_distance_factors":[0.902],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.81,"jpeg_quality":75,"documents":[{"rotation_deg":-1.684,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13512900618606213273,"difficulty":"medium","split":"test"}
{"image":"images/606_001852.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"106011802\",\"ncf\":\"B0106864266\",\"fecha_comprobante\":\"20241130\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12678.50,\"itbis_facturado\":2282.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"SCANDINAVIAN TOBACCO GROUP MOCA S A\\nSCANDINAVIAN TOBACCO GROUP MOCA S A\\nRNC: 106011802\\nCLIENTE: JUAN LEONARDO FERNANDEZ ABREU\\nRNC CLIENTE: 03101992315\\nFACTURA DE CREDITO FISCAL\\nNCF B0106864266\\nFACTURA NO.: 0538267\\nAUTORIZACION: 714484424\\nTELEFONO: 809-331-7226\\nFECHA: 30/11/2024  HORA: 12:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,426.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,252.50\\n-------------------------------------------\\nSUB-TOTAL RD$       12,678.50\\nIMPUESTO ITBIS RD$       2,282.13\\nTOTAL RD$          14,960.63\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5765818\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 22252628\\nAPROBADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["106011802"],"invoice_ids":["inv_bbe2e370ed4ebb44f199"],"observation_id":"obs_d829a7fea54762ee4443","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":10.03,"augmentation_metadata":{"downscale_factor":0.806,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":1.011,"brightness_factor":0.953,"blur_sigma":0.042,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.3,"jpeg_quality":88,"documents":[{"rotation_deg":1.652,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13976297142584856627,"difficulty":"hard","split":"test"}
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{"image":"images/606_001854.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101726067\",\"ncf\":\"B1452746553\",\"fecha_comprobante\":\"20250613\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8853.00,\"itbis_facturado\":1593.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DINERO INSTANTANEO DALE A TRES C POR A\\nDINERO INSTANTANEO DALE A TRES C POR A\\nRNC 101726067\\nCLIENTE: OPTICA REYES SRL\\nRNC CLIENTE: 131842844\\nFACTURA DE CREDITO FISCAL\\nNCF B1452746553\\nFACTURA NO.: 6894889\\nAUTORIZACION: 168812485\\nTELEFONO: 809-338-1811\\nFECHA: 13/06/2025  HORA: 09:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            838.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,515.00\\n    1  UNIDAD    EQUIPO ELECTRICO             6,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,853.00\\nITBIS RD$       1,593.54\\nTOTAL RD$          10,446.54\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 2987618\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101726067"],"invoice_ids":["inv_cd59517ade90d1fc9e6f"],"observation_id":"obs_33c262a9bdbb67f1352d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.99,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.974,"brightness_factor":0.971,"blur_sigma":0.198,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.02,"jpeg_quality":92,"documents":[{"rotation_deg":0.473,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5480224865964375743,"difficulty":"light","split":"train"}
{"image":"images/607_001855.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132209291\",\"ncf\":\"E329180428746\",\"fecha_comprobante\":\"20240812\",\"monto_facturado\":1354.10,\"itbis_facturado\":128.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1482.80,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COLMADO IDEAL\\nRNC EMISOR: 01800388132\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NET LINK DOMINICANA EMIMAR SRL\\nRNC CLIENTE: 132209291\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329180428746\\nFACTURA NO.: 3716996\\nAUTORIZACION: 143917117\\nTELEFONO: 809-436-5976\\nFECHA: 12/08/2024  HORA: 18:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     715.00\\n    5  UNIDAD    HABICHUELAS 800 G\\n                                     469.95\\n    5  LIBRA     ARROZ SELECTO LIBRA\\n                                     169.15\\n-------------------------------------------\\nSUBTOTAL RD$        1,354.10\\nITBIS 18% RD$         128.70\\nTOTAL RD$           1,482.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5503099\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 82834749\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated","sidip_proconsumidor"]],"issuer_rncs":["01800388132"],"invoice_ids":["inv_67f17f6e5dbf8249c137"],"observation_id":"obs_26d4dc2f9371584fbc71","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":8.9,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":1.036,"brightness_factor":1.0,"blur_sigma":0.16,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.54,"jpeg_quality":90,"documents":[{"rotation_deg":-0.758,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3047304561910387216,"difficulty":"light","split":"train"}
{"image":"images/606_001856.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131936352\",\"ncf\":\"E325385333185\",\"fecha_comprobante\":\"20240913\",\"monto_facturado_servicios\":60500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10890.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LA POSADA DIVINA\\nLA POSADA DIVINA SRL\\nRNC: 131936352\\nCLIENTE: FELIX MIGUEL JAQUEZ BAIRAN\\nRNC CLIENTE: 00114716327\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325385333185\\nFACTURA NO.: 8001988\\nAUTORIZACION: 784831328\\nTELEFONO: 809-318-2327\\nFECHA: 13/09/2024  HORA: 18:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      24,000.00\\n    1  SERVICIO  ASESORIA TECNICA            36,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       60,500.00\\nITBIS 18% RD$      10,890.00\\nTOTAL RD$          71,390.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8329422\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 49484990\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131936352"],"invoice_ids":["inv_3c58d2c65a1b906151c9"],"observation_id":"obs_14bb6e53e9cb3b5b75b4","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":9.75,"augmentation_metadata":{"downscale_factor":0.899,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.038,"brightness_factor":1.022,"blur_sigma":0.405,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.22,"jpeg_quality":85,"documents":[{"rotation_deg":-1.112,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12744082515157860590,"difficulty":"hard","split":"train"}
{"image":"images/607_001857.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00116834573\",\"ncf\":\"B1436073789\",\"fecha_comprobante\":\"20250205\",\"monto_facturado\":8030.50,\"itbis_facturado\":1445.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9475.99,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00114410871\",\"ncf\":\"B1439308065\",\"fecha_comprobante\":\"20240222\",\"monto_facturado\":18596.35,\"itbis_facturado\":3347.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11886.43,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10057.26,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUCISHINE BEAUTY SALON MDHB\\nRNC EMISOR: 133386313\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANKLIN ANTONIO RODRIGUEZ JIMENEZ\\nRNC CLIENTE: 00116834573\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1436073789\\nFACTURA NO.: 5485528\\nAUTORIZACION: 556909223\\nTELEFONO: 809-423-9113\\nFECHA: 05/02/2025  HORA: 17:08\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    TINTE PARA CABELLO\\n                                                    440.00\\n    1  SERVICIO  CORTE Y PEINADO\\n                                                    980.50\\n    4  UNIDAD    CHAMPU PROFESIONAL\\n                                                  2,964.00\\n    4  SERVICIO  MANICURA Y PEDICURA\\n                                                  3,646.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        8,030.50\\nITBIS RD$       1,445.49\\nTOTAL RD$           9,475.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4876243\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 35113249\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nREYES GARCIA MEJIA\\nRNC EMISOR: 10300044434\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RICARDO ALEJANDRO LITHGOW NANITA\\nRNC CLIENTE: 00114410871\\nFACTURA DE CREDITO FISCAL\\nNCF: B1439308065\\nFACTURA NO.: 0254689\\nAUTORIZACION: 371651791\\nTELEFONO: 809-229-7873\\nFECHA: 22/02/2024  HORA: 20:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                   6,458.85\\n    5  UNIDAD    CALZADO CASUAL\\n                                   9,942.50\\n    2  UNIDAD    GORRA BORDADA\\n                                   2,195.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,596.35\\nITBIS RD$       3,347.34\\nTOTAL RD$          21,943.69\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2614020\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 56920477\\nProcesado\"}","template_ids":[9,5],"business_categories":["belleza","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133386313","10300044434"],"invoice_ids":["inv_663d555ac3cee4038387","inv_238e4d3b582f62cc6ba0"],"observation_id":"obs_8aac196b4f54508bc0ed","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.32,"augmentation_metadata":{"downscale_factor":0.868,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.961,"brightness_factor":0.88,"blur_sigma":0.427,"crop_applied":false,"camera_distance_factors":[0.948,0.995],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.78,"jpeg_quality":75,"documents":[{"rotation_deg":-1.581,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.151,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":13057216114487045334,"difficulty":"medium","split":"train"}
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UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 94970810\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nSTANDARD ENTERPRISE INTERNACIONAL DOMINICA\\nRNC EMISOR: 101584092\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LYR GROUP SERVICES SRL\\nRNC CLIENTE: 132996836\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459649692349\\nFACTURA NO.: 8783658\\nAUTORIZACION: 26274386\\nTELEFONO: 809-247-1049\\nFECHA: 04/09/2025  HORA: 18:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     720.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,462.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,287.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,470.00\\nIMPUESTO ITBIS RD$         624.60\\nTOTAL RD$           4,094.60\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4205560\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFUNDACION SEMBRANDO CON AMOR\\nRNC EMISOR: 430381292\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REGAL INVESTMENTS SRL\\nRNC CLIENTE: 131961134\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442998683641\\nFACTURA NO.: 9591007\\nAUTORIZACION: 502723320\\nTELEFONO: 809-459-1078\\nFECHA: 31/10/2025  HORA: 17:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       12,500.00\\nITBIS 18% RD$       2,250.00\\nTOTAL RD$          14,750.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 4191786\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nAPROBADO\"}","template_ids":[10,5,4],"business_categories":["inmobiliario","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["40224982963","101584092","430381292"],"invoice_ids":["inv_19da2660315662a7e8f2","inv_9bbf9f7eb0bb73d84dc8","inv_42bb4b043ee3c8df69ee"],"observation_id":"obs_c025f455504da5cfa1a3","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.785,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":0.858,"brightness_factor":1.004,"blur_sigma":0.446,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.09,"jpeg_quality":83,"documents":[{"rotation_deg":0.411,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.966,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.655,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":5181036577521804902,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 93546611\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nYMD PRODUCTS\\nRNC EMISOR: 130745889\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FEDERICO MANUEL BERNARD BONILLA\\nRNC CLIENTE: 40222751196\\nFACTURA DE CREDITO FISCAL\\nNCF: B0299014120\\nFACTURA NO.: 9123829\\nAUTORIZACION: 337776236\\nTELEFONO: 809-973-2634\\nFECHA: 19/12/2024  HORA: 11:52\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    CHAMPU PROFESIONAL\\n                                                  2,482.50\\n    2  UNIDAD    TINTE PARA CABELLO\\n                                                  1,987.98\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                                  1,001.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                                  3,893.00\\n    1  SERVICIO  LAVADO Y SECADO\\n                                                    607.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        9,971.48\\nITBIS RD$       1,794.87\\nTOTAL RD$          11,766.35\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8259726\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 41258673\\nREVISADO\\n\\n--- FACTURA ---\\n\\nJUAN ANDRES ARBONA SANCHEZ SANCHEZ\\nRNC EMISOR: 00101029700\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PAJONTEC SRL\\nRNC CLIENTE: 131721176\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447716300681\\nFACTURA NO.: 3922307\\nAUTORIZACION: 928051467\\nTELEFONO: 809-908-6842\\nFECHA: 24/12/2025  HORA: 08:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       94,291.00\\n----------------------------------------------\\nSUB-TOTAL RD$       94,291.00\\nITBIS RD$           0.00\\nTOTAL RD$          94,291.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9924303\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 11098184\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,9,2],"business_categories":["comercio_general","belleza","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["22500602846","130745889","00101029700"],"invoice_ids":["inv_9fef20347f749a532622","inv_cedaee2db4c43adade14","inv_f97f38f843c5cbcde1e6"],"observation_id":"obs_37a41568099ccfdd135c","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.59,"augmentation_metadata":{"downscale_factor":0.828,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.99,"brightness_factor":0.979,"blur_sigma":0.278,"crop_applied":false,"camera_distance_factors":[0.938,0.924,0.894],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":41.85,"jpeg_quality":91,"documents":[{"rotation_deg":-1.826,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.613,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.258,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":17483477117025980606,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 56718552\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nOLIMPIA AGROINDUSTRIAL\\nOLIMPIA AGROINDUSTRIAL SRL\\nRNC 130502651\\nCLIENTE: SANTIAGO CASTILLO PACHECO\\nRNC CLIENTE: 22300145962\\nFACTURA DE CREDITO FISCAL\\nNCF: B0156497252\\nFACTURA NO.: 5437624\\nAUTORIZACION: 128136411\\nTELEFONO: 809-388-7034\\nFECHA: 18/12/2024  HORA: 11:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PLATANO BARAHONERO              82.00\\n    3  UNIDAD    SEMILLAS CERTIFICADAS        5,028.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,110.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           5,110.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 607169\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 99146388\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,4,6],"business_categories":["comercio_general","profesional","agricultura"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132325745","01000047827","130502651"],"invoice_ids":["inv_276fafa326c1661f0b6b","inv_2ae45d05c1c74ae0a1d9","inv_2890954c96def7d7349b"],"observation_id":"obs_23e13215a157ae07fb97","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.945,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":1.017,"brightness_factor":0.972,"blur_sigma":0.205,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.82,"jpeg_quality":96,"documents":[{"rotation_deg":-0.401,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.13,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.262,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17904007694935711614,"difficulty":"hard","split":"train"}
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{"image":"images/607_001893.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00200627354\",\"ncf\":\"E456782745170\",\"fecha_comprobante\":\"20240712\",\"monto_facturado\":22065.75,\"itbis_facturado\":3971.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":26037.59}],\"ocr\":\"SUPLI OZAMA\\nRNC EMISOR: 133026228\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MENCIA LUNA\\nRNC CLIENTE: 00200627354\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456782745170\\nFACTURA NO.: 6176178\\nAUTORIZACION: 691243630\\nTELEFONO: 809-691-3617\\nFECHA: 12/07/2024  HORA: 20:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,280.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,473.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     610.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,508.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  13,194.75\\n-------------------------------------------\\nSUBTOTAL RD$       22,065.75\\nITBIS RD$       3,971.84\\nTOTAL RD$          26,037.59\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 9817400\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 46478829\\nPROCESADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133026228"],"invoice_ids":["inv_fde12a3b288bc0825a48"],"observation_id":"obs_5c70934d3417e25b7e9c","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.908,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":0.996,"brightness_factor":0.983,"blur_sigma":0.176,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.36,"jpeg_quality":91,"documents":[{"rotation_deg":0.278,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6989830737016613583,"difficulty":"light","split":"train"}
{"image":"images/606_001894.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00107450843\",\"ncf\":\"E325011102284\",\"fecha_comprobante\":\"20241229\",\"monto_facturado_servicios\":352.00,\"monto_facturado_bienes\":9703.95,\"itbis_facturado\":1810.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"07100547152\",\"ncf\":\"E443936861958\",\"fecha_comprobante\":\"20251114\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1386.95,\"itbis_facturado\":188.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"YESENIA RODRIGUEZ DE TRABOUS\\nYESENIA RODRIGUEZ DE TRABOUS\\nRNC: 00107450843\\nCLIENTE: MYRNA VANESSA REDMAN LAYNE\\nRNC CLIENTE: 02600405688\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325011102284\\nFACTURA NO.: 1251793\\nAUTORIZACION: 448531236\\nTELEFONO: 809-930-5388\\nFECHA: 29/12/2024  HORA: 11:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,248.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     352.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,455.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       10,055.95\\nITBIS 18% RD$       1,810.07\\nTOTAL RD$          11,866.02\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2704216\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 99769354\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nCOLMADO FAMILIAR # 3\\nJOSE MANUEL CASIANO HERNANDEZ\\nRNC 07100547152\\nCLIENTE: REIMERS TRADING CORPORATION C POR\\nA\\nRNC CLIENTE: 130016097\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443936861958\\nFACTURA NO.: 1402848\\nAUTORIZACION: 909253609\\nTELEFONO: 809-621-1199\\nFECHA: 14/11/2025  HORA: 14:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  LIBRA     CAFE MOLIDO 1 LB\\n                                   1,047.00\\n    5  LITRO     LECHE UHT 1 LITRO\\n                                     339.95\\n-------------------------------------------\\nSUBTOTAL RD$        1,386.95\\nITBIS RD$         188.46\\nTOTAL RD$           1,575.41\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 852243\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 28433027\\nPendiente\"}","template_ids":[1,5],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107450843","07100547152"],"invoice_ids":["inv_0ef40f1342d018393d5f","inv_edd561bd057a47a7339a"],"observation_id":"obs_4eef936bf1c40094bca5","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":7.53,"augmentation_metadata":{"downscale_factor":0.934,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.015,"brightness_factor":1.005,"blur_sigma":0.191,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.83,"jpeg_quality":95,"documents":[{"rotation_deg":-0.64,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.119,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8837526124474299786,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 58126227\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEINSTEIN SOBIESKY ANGELES LITHGOW\\nRNC EMISOR: 00101245496\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CYBER R X SRL\\nRNC CLIENTE: 130376409\\nFACTURA DE CREDITO FISCAL\\nNCF: E446129917157\\nFACTURA NO.: 7608600\\nAUTORIZACION: 500269436\\nTELEFONO: 809-642-2211\\nFECHA: 08/07/2025  HORA: 10:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  LICENCIA  LICENCIA DE SOFTWARE        29,909.00\\n----------------------------------------------\\nSUB-TOTAL RD$       29,909.00\\nITBIS RD$       5,383.62\\nTOTAL RD$          35,292.62\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 6879548\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nALBERTO YOHANNY DE LA CRUZ\\nRNC EMISOR: 06800224351\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO MERCEDES\\nBELL\\nRNC CLIENTE: 430225223\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1422572586\\nFACTURA NO.: 5126947\\nAUTORIZACION: 786024871\\nTELEFONO: 809-412-2070\\nFECHA: 26/02/2025  HORA: 11:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,509.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,509.00\\nITBIS 18% RD$         271.62\\nTOTAL RD$           1,780.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8308673\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_001917.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03700209350\",\"ncf\":\"E453488640495\",\"fecha_comprobante\":\"20241216\",\"monto_facturado\":54500.00,\"itbis_facturado\":9810.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":64310.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES ZAHOUR\\nRNC EMISOR: 131135511\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VERONICA LEREBOURS DE ALVAREZ\\nRNC CLIENTE: 03700209350\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453488640495\\nFACTURA NO.: 0318859\\nAUTORIZACION: 797029278\\nTELEFONO: 809-939-1905\\nFECHA: 16/12/2024  HORA: 12:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       29,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       54,500.00\\nITBIS 18% RD$       9,810.00\\nTOTAL RD$          64,310.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5605478\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCOPIA\"}","template_ids":[11],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131135511"],"invoice_ids":["inv_4d16ea943314e14469d2"],"observation_id":"obs_8aeab918172cb5fc7929","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.62,"augmentation_metadata":{"downscale_factor":0.632,"red_scale":1.059,"blue_scale":0.941,"contrast_factor":0.983,"brightness_factor":0.982,"blur_sigma":1.133,"crop_applied":false,"camera_distance_factors":[0.91],"legibility_scale_corrections":[0.0],"final_contrast_stddev":83.56,"jpeg_quality":82,"documents":[{"rotation_deg":-3.688,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11586483191314394785,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_001919.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00117681270\",\"ncf\":\"E443008515600\",\"fecha_comprobante\":\"20241112\",\"monto_facturado\":15632.75,\"itbis_facturado\":2813.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":18446.65,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"114012481\",\"ncf\":\"B1595062513\",\"fecha_comprobante\":\"20240824\",\"monto_facturado\":13455.35,\"itbis_facturado\":2421.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15877.31,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131033832\",\"ncf\":\"E310967477479\",\"fecha_comprobante\":\"20241126\",\"monto_facturado\":46052.50,\"itbis_facturado\":8289.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":54341.95,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CRISTIAN SANTANA GONZALEZ\\nRNC EMISOR: 02700302751\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WANDA CAROLINA DIAZ JIMENEZ\\nRNC CLIENTE: 00117681270\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443008515600\\nFACTURA NO.: 5911725\\nAUTORIZACION: 793564421\\nTELEFONO: 809-837-5494\\nFECHA: 12/11/2024  HORA: 14:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,717.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,396.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,519.75\\n-------------------------------------------\\nSUB-TOTAL RD$       15,632.75\\nITBIS RD$       2,813.90\\nTOTAL RD$          18,446.65\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7696918\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 68516570\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nODELIN CONTRERAS NUÑEZ\\nRNC EMISOR: 04701384960\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERRETERIA EL PUERTO S A\\nRNC CLIENTE: 114012481\\nFACTURA DE CREDITO FISCAL\\nNCF: B1595062513\\nFACTURA NO.: 9244944\\nAUTORIZACION: 406485298\\nTELEFONO: 809-425-3041\\nFECHA: 24/08/2024  HORA: 12:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                   2,736.00\\n    3  UNIDAD    CHAMPU PROFESIONAL\\n                                   4,298.85\\n    4  SERVICIO  CORTE Y PEINADO\\n                                   5,866.00\\n    1  SERVICIO  LAVADO Y SECADO\\n                                     554.50\\n-------------------------------------------\\nSUB-TOTAL RD$       13,455.35\\nITBIS 18% RD$       2,421.96\\nTOTAL RD$          15,877.31\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9130970\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 93662036\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTALLERES DUGOMO\\nRNC EMISOR: 130901041\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSPORTE CARNICO TRANSCAR SRL\\nRNC CLIENTE: 131033832\\nFACTURA DE CREDITO FISCAL\\nNCF: E310967477479\\nFACTURA NO.: 8584504\\nAUTORIZACION: 462300087\\nTELEFONO: 809-330-7704\\nFECHA: 26/11/2024  HORA: 12:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,375.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     477.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  39,760.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,440.50\\n-------------------------------------------\\nSUBTOTAL RD$       46,052.50\\nITBIS RD$       8,289.45\\nTOTAL RD$          54,341.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5049036\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 43178694\\nTD\"}","template_ids":[1,0,5],"business_categories":["comercio_general","belleza","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02700302751","04701384960","130901041"],"invoice_ids":["inv_818e0f0a8fff3d09eb6c","inv_80f4177e8a78e5d3acaa","inv_e81b0cf1163bd7b55265"],"observation_id":"obs_aeba7b8708757a5f4f2b","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.805,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.553,"brightness_factor":1.123,"blur_sigma":0.678,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":45.92,"jpeg_quality":80,"documents":[{"rotation_deg":-0.217,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.771,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.271,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"TD"}]},"num_invoices":3,"seed":12864434930955191246,"difficulty":"hard","split":"train"}
{"image":"images/606_001920.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"422002562\",\"ncf\":\"B1490811886\",\"fecha_comprobante\":\"20241229\",\"monto_facturado_servicios\":101805.00,\"monto_facturado_bienes\":1349.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SOLEC\\nSOCIEDAD HISPANOAMERICANA PARA LA EDUCACION\\nCONT\\nRNC: 422002562\\nCLIENTE: INSTALACIONES Y MANT C X A\\nRNC CLIENTE: 101054557\\nFACTURA DE CREDITO FISCAL\\nNCF B1490811886\\nFACTURA NO.: 4524157\\nAUTORIZACION: 243134331\\nTELEFONO: 809-413-3866\\nFECHA: 29/12/2024  HORA: 20:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CUADERNO 100 HOJAS\\n                                     294.00\\n    4  MES       MENSUALIDAD ACADEMICA\\n                                  87,168.00\\n    1  SERVICIO  CERTIFICACION\\n                                   6,679.00\\n    1  UNIDAD    LIBRO DE TEXTO\\n                                   1,055.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION\\n                                   7,958.00\\n-------------------------------------------\\nSUB-TOTAL RD$      103,154.00\\nITBIS RD$           0.00\\nTOTAL RD$         103,154.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2077442\\nGRACIAS POR SU COMPRA\\nCargo a oficina\"}","template_ids":[0],"business_categories":["educacion"],"catalog_sources":[["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["422002562"],"invoice_ids":["inv_0aa243779c4d51f4f8e1"],"observation_id":"obs_3f29930f92111eb765ec","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.939,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.903,"brightness_factor":1.005,"blur_sigma":0.074,"crop_applied":false,"camera_distance_factors":[0.905],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.54,"jpeg_quality":93,"documents":[{"rotation_deg":-1.455,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10500030056920587534,"difficulty":"light","split":"train"}
{"image":"images/607_001921.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02301614109\",\"ncf\":\"B0168879984\",\"fecha_comprobante\":\"20240919\",\"monto_facturado\":135590.00,\"itbis_facturado\":24406.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":31.89,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":160028.09}],\"ocr\":\"FUNDACION LA HERMOSA LH\\nRNC EMISOR: 430212407\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PATRICIA QUEZADA DE LA ROSA\\nRNC CLIENTE: 02301614109\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0168879984\\nFACTURA NO.: 1171711\\nAUTORIZACION: 972894449\\nTELEFONO: 809-578-1455\\nFECHA: 19/09/2024  HORA: 12:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n    5  PAGINA    TRADUCCION DE DOCUMENTOS    11,090.00\\n    1  CASO      REPRESENTACION LEGAL       102,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA    7,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      135,590.00\\nIMPUESTO ITBIS RD$      24,406.20\\nOTROS IMPUESTOS RD$      31.89\\nTOTAL RD$         160,028.09\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 2764870\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 64814210\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nFLH\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430212407"],"invoice_ids":["inv_3b65ceb1ff54cecad00c"],"observation_id":"obs_bf2baf008889724c1096","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.984,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.3,"jpeg_quality":98,"documents":[{"rotation_deg":0.036,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FLH"}]},"num_invoices":1,"seed":17535255615296685985,"difficulty":"clean","split":"train"}
{"image":"images/606_001922.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131293182\",\"ncf\":\"B0251230978\",\"fecha_comprobante\":\"20240112\",\"monto_facturado_servicios\":307000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":55260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"STEKOO\\nSTEKOO SRL\\nRNC 131293182\\nCLIENTE: CARMEN DEL VALLE S A\\nRNC CLIENTE: 101548827\\nFACTURA DE CREDITO FISCAL\\nNCF B0251230978\\nFACTURA NO.: 5448729\\nAUTORIZACION: 481014463\\nTELEFONO: 809-775-7437\\nFECHA: 12/01/2024  HORA: 17:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  MES       SUPERVISION DE OBRA\\n                                 208,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  80,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  18,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      307,000.00\\nITBIS 18% RD$      55,260.00\\nTOTAL RD$         362,260.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 272187\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 61729619\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131293182"],"invoice_ids":["inv_232fd54788b3a46fd3df"],"observation_id":"obs_aedc46c002ab0d2ecc94","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.939,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.02,"brightness_factor":0.996,"blur_sigma":0.05,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.95,"jpeg_quality":89,"documents":[{"rotation_deg":-0.411,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15703358531732696161,"difficulty":"light","split":"train"}
{"image":"images/607_001923.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22300971367\",\"ncf\":\"E328735934867\",\"fecha_comprobante\":\"20251108\",\"monto_facturado\":11960.00,\"itbis_facturado\":2152.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14112.80,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUIS BELTRAN PASCUAL ADVINCOLA\\nRNC EMISOR: 00200971174\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GEOVANNY CESAR MEJIA\\nRNC CLIENTE: 22300971367\\nFACTURA DE CREDITO FISCAL\\nNCF E328735934867\\nFACTURA NO.: 5623311\\nAUTORIZACION: 255954626\\nTELEFONO: 809-979-5731\\nFECHA: 08/11/2025  HORA: 15:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,448.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     681.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   9,831.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,960.00\\nITBIS RD$       2,152.80\\nTOTAL RD$          14,112.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6464696\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 77398545\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00200971174"],"invoice_ids":["inv_a9bf9c63961a9558a35f"],"observation_id":"obs_7276f3ccb8516ebaf0b4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.65,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.005,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.08,"jpeg_quality":98,"documents":[{"rotation_deg":-0.092,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9848342069930480053,"difficulty":"clean","split":"train"}
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{"image":"images/607_001925.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40245813700\",\"ncf\":\"B1548608990\",\"fecha_comprobante\":\"20240315\",\"monto_facturado\":93968.99,\"itbis_facturado\":16914.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":42343.79,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":68539.62,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133477807\",\"ncf\":\"B0224133983\",\"fecha_comprobante\":\"20241027\",\"monto_facturado\":16802.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16802.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MG PLAZA\\nRNC EMISOR: 07100029987\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YURITMER JOSEFINA AVILA\\nRNC CLIENTE: 40245813700\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1548608990\\nFACTURA NO.: 7150708\\nAUTORIZACION: 950217896\\nTELEFONO: 809-576-7210\\nFECHA: 15/03/2024  HORA: 10:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    8,547.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   10,755.00\\n    1  SERVICIO  COMISION INMOBILIARIA       32,724.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       41,942.00\\n----------------------------------------------\\nSUB-TOTAL RD$       93,968.99\\nITBIS 18% RD$      16,914.42\\nTOTAL RD$         110,883.41\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2171036\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 39777727\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nFULL TIME A P SRL\\nRNC EMISOR: 130686459\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO EMPRESARIAL GARCIVAL HR\\nRNC CLIENTE: 133477807\\nFACTURA DE CREDITO FISCAL\\nNCF: B0224133983\\nFACTURA NO.: 1028640\\nAUTORIZACION: 836814419\\nTELEFONO: 809-321-8199\\nFECHA: 27/10/2024  HORA: 14:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,740.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     501.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,154.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,407.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,802.00\\nITBIS RD$           0.00\\nTOTAL RD$          16,802.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3556095\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 33041947\\nCargo a oficina\"}","template_ids":[7,5],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07100029987","130686459"],"invoice_ids":["inv_82314799b787da36cd0c","inv_8d63addec073da15344a"],"observation_id":"obs_d50dcc2f2b3f2c603152","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.67,"augmentation_metadata":{"downscale_factor":0.719,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.932,"brightness_factor":0.88,"blur_sigma":0.854,"crop_applied":false,"camera_distance_factors":[0.904,0.936],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":66.71,"jpeg_quality":81,"documents":[{"rotation_deg":3.217,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.697,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10274104739392701815,"difficulty":"medium","split":"train"}
{"image":"images/606_001926.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131423167\",\"ncf\":\"B0164253493\",\"fecha_comprobante\":\"20241105\",\"monto_facturado_servicios\":927.00,\"monto_facturado_bienes\":10664.00,\"itbis_facturado\":2086.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"04700137468\",\"ncf\":\"B1453576243\",\"fecha_comprobante\":\"20241010\",\"monto_facturado_servicios\":40000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":7200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"03102512427\",\"ncf\":\"E313195813309\",\"fecha_comprobante\":\"20251014\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":21284.50,\"itbis_facturado\":3831.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132385772\",\"ncf\":\"E312302409323\",\"fecha_comprobante\":\"20240714\",\"monto_facturado_servicios\":2191.00,\"monto_facturado_bienes\":30878.40,\"itbis_facturado\":5952.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"APOLO ZONA LIBRE\\nAPOLO ZONA LIBRE S A\\nRNC EMISOR: 131423167\\nCLIENTE: AMBIORIX ERNESTO ACOSTA NUÑEZ\\nRNC CLIENTE: 08800056635\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0164253493\\nFACTURA NO.: 7806794\\nAUTORIZACION: 578470678\\nTELEFONO: 809-990-2095\\nFECHA: 05/11/2024  HORA: 13:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,040.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,624.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     927.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,591.00\\nIMPUESTO ITBIS RD$       2,086.38\\nTOTAL RD$          13,677.38\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1080755\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 82787670\\nPendiente\\n\\n--- FACTURA ---\\n\\nJOSE MIGUEL MATOS\\nJOSE MIGUEL MATOS\\nRNC EMISOR: 04700137468\\nCLIENTE: ANTILLIAN RD FLOTA SRL\\nRNC CLIENTE: 133093065\\nFACTURA DE CREDITO FISCAL\\nNCF B1453576243\\nFACTURA NO.: 9018881\\nAUTORIZACION: 410322067\\nTELEFONO: 809-938-3989\\nFECHA: 10/10/2024  HORA: 15:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       23,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       7,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       40,000.00\\nITBIS RD$       7,200.00\\nTOTAL RD$          47,200.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5580738\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 38759656\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nE.P.R. ELECTROMECANICA\\nEDWARDJOSE PEÑA REYES\\nRNC: 03102512427\\nCLIENTE: TABACALERA LEYENDAS TAINAS SRL\\nRNC CLIENTE: 131390692\\nFACTURA DE CREDITO FISCAL\\nNCF: E313195813309\\nFACTURA NO.: 6945819\\nAUTORIZACION: 768420461\\nTELEFONO: 809-325-4539\\nFECHA: 14/10/2025  HORA: 17:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            10,701.00\\n    5  UNIDAD    MATERIAL DE OFICINA          7,012.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,571.00\\n----------------------------------------------\\nSUBTOTAL RD$       21,284.50\\nITBIS RD$       3,831.21\\nTOTAL RD$          25,115.71\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6998523\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 25757865\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nPOLANCO Y CEBALLOS CONTRUYEE\\nPOLANCO Y CEBALLOS CONTRUYEE SRL\\nRNC 132385772\\nCLIENTE: EDWEX INVESTMENTS SRL\\nRNC CLIENTE: 132468262\\nFACTURA DE CREDITO FISCAL\\nNCF E312302409323\\nFACTURA NO.: 4409743\\nAUTORIZACION: 62268847\\nTELEFONO: 809-340-9995\\nFECHA: 14/07/2024  HORA: 11:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ACEITE DE MOTOR              4,512.50\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,191.00\\n    2  UNIDAD    BATERIA AUTOMOTRIZ          26,365.90\\n----------------------------------------------\\nSUBTOTAL RD$       33,069.40\\nITBIS RD$       5,952.49\\nTOTAL RD$          39,021.89\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 6282210\\nGRACIAS POR SU COMPRA\\nPYC\"}","template_ids":[5,4,10,2],"business_categories":["comercio_general","profesional","comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["131423167","04700137468","03102512427","132385772"],"invoice_ids":["inv_da819753011f5b4f9dd2","inv_a1766e3ecee1e938d53d","inv_26fd1908bf1499ddf866","inv_3a3d6c7dd135e5cc6995"],"observation_id":"obs_2e1ff4e88fd59781d22a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.894,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.759,"brightness_factor":1.014,"blur_sigma":0.438,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.81,"jpeg_quality":84,"documents":[{"rotation_deg":-0.22,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.107,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.809,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.69,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"PYC"}]},"num_invoices":4,"seed":10329788741193158901,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_001947.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133468654\",\"ncf\":\"B1565871997\",\"fecha_comprobante\":\"20250501\",\"monto_facturado\":44000.00,\"itbis_facturado\":7920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":51920.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GOMEZ LUGO CONSULTORES\\nRNC EMISOR: 131479172\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOCAMA SOLUTIONS SRL\\nRNC CLIENTE: 133468654\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1565871997\\nFACTURA NO.: 0431305\\nAUTORIZACION: 213696676\\nTELEFONO: 809-667-1864\\nFECHA: 01/05/2025  HORA: 08:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   19,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       44,000.00\\nITBIS RD$       7,920.00\\nTOTAL RD$          51,920.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4731332\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 43470303\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131479172"],"invoice_ids":["inv_d37c9753fadf17eae1e8"],"observation_id":"obs_a637debe5e587357882e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.54,"augmentation_metadata":{"downscale_factor":0.689,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.966,"brightness_factor":0.861,"blur_sigma":0.33,"crop_applied":false,"camera_distance_factors":[0.906],"legibility_scale_corrections":[0.0],"final_contrast_stddev":76.36,"jpeg_quality":90,"documents":[{"rotation_deg":4.141,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17144228557881810899,"difficulty":"medium","split":"train"}
{"image":"images/606_001948.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108372194\",\"ncf\":\"E443173397423\",\"fecha_comprobante\":\"20250207\",\"monto_facturado_servicios\":44500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8010.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LUIS ANTONIO BUENO OVALLE\\nLUIS ANTONIO BUENO OVALLE\\nRNC 00108372194\\nCLIENTE: RUBEN AMILCAR ABREU VALERIO\\nRNC CLIENTE: 03103390955\\nFACTURA DE CREDITO FISCAL\\nNCF: E443173397423\\nFACTURA NO.: 8192549\\nAUTORIZACION: 539178113\\nTELEFONO: 809-765-7041\\nFECHA: 07/02/2025  HORA: 10:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  22,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  22,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       44,500.00\\nIMPUESTO ITBIS RD$       8,010.00\\nTOTAL RD$          52,510.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2002017\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00108372194"],"invoice_ids":["inv_9444dd79d17f325f5b6c"],"observation_id":"obs_f1aaec881354fb073522","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":11.49,"augmentation_metadata":{"downscale_factor":0.945,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.996,"brightness_factor":1.026,"blur_sigma":0.111,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.54,"jpeg_quality":94,"documents":[{"rotation_deg":-0.705,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13531300106693770363,"difficulty":"light","split":"train"}
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{"image":"images/606_001958.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132087658\",\"ncf\":\"E324708289986\",\"fecha_comprobante\":\"20251112\",\"monto_facturado_servicios\":26506.45,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4771.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132685318\",\"ncf\":\"E441919196236\",\"fecha_comprobante\":\"20240308\",\"monto_facturado_servicios\":15000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"02800500429\",\"ncf\":\"B1509334418\",\"fecha_comprobante\":\"20250406\",\"monto_facturado_servicios\":762.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":137.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"TRANSPORTE SAOCARIBE\\nTRANSPORTE SAOCARIBE SRL\\nRNC 132087658\\nCLIENTE: AMAURYS ACOSTA RAMOS\\nRNC CLIENTE: 02800670057\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E324708289986\\nFACTURA NO.: 1723701\\nAUTORIZACION: 233210284\\nTELEFONO: 809-530-5980\\nFECHA: 12/11/2025  HORA: 16:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   7,089.95\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                     633.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                  17,873.00\\n    1  VIAJE     SERVICIO DE MENSAJERIA\\n                                     910.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       26,506.45\\nIMPUESTO ITBIS RD$       4,771.16\\nTOTAL RD$          31,277.61\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 715757\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 52512414\\nPAGADO\\n\\n--- FACTURA ---\\n\\nPAU TA CONSULTORES\\nPAU TA CONSULTORES SRL\\nRNC: 132685318\\nCLIENTE: RAMON ANTONIO VARGAS CASTILLO\\nRNC CLIENTE: 05500061329\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441919196236\\nFACTURA NO.: 2183138\\nAUTORIZACION: 728651009\\nTELEFONO: 809-969-3584\\nFECHA: 08/03/2024  HORA: 11:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    15,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,000.00\\nITBIS 18% RD$       2,700.00\\nTOTAL RD$          17,700.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4217758\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVerificado\\n\\n--- FACTURA ---\\n\\nFABRICA DE BLOK NAPOLEON\\nNAPOLEON OJEDA DEL ROSARIO\\nRNC: 02800500429\\nCLIENTE: REAL STATE YP S R L\\nRNC CLIENTE: 130563365\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1509334418\\nFACTURA NO.: 3608559\\nAUTORIZACION: 705101445\\nTELEFONO: 809-460-5195\\nFECHA: 06/04/2025  HORA: 13:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     762.50\\n-------------------------------------------\\nSUBTOTAL RD$          762.50\\nITBIS 18% RD$         137.25\\nTOTAL RD$             899.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7274888\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 73354446\\nProcesado\"}","template_ids":[0,4,5],"business_categories":["transporte","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132087658","132685318","02800500429"],"invoice_ids":["inv_19a82292a695aa3b8815","inv_172928cdd5acf2f66540","inv_83a70217b55be29a147d"],"observation_id":"obs_7b9b8412ac554a39c6b6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.82,"augmentation_metadata":{"downscale_factor":0.798,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.951,"brightness_factor":0.958,"blur_sigma":0.824,"crop_applied":false,"camera_distance_factors":[0.969,0.946,0.902],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":45.98,"jpeg_quality":86,"documents":[{"rotation_deg":1.8,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.835,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.425,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":8913163524013927979,"difficulty":"hard","split":"train"}
{"image":"images/607_001959.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132363124\",\"ncf\":\"E327445818828\",\"fecha_comprobante\":\"20240905\",\"monto_facturado\":24277.47,\"itbis_facturado\":4369.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10863.36,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17784.05,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO LICEO GENERAL EU\\nRNC EMISOR: 430200549\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIAL ADABLUT SRL\\nRNC CLIENTE: 132363124\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327445818828\\nFACTURA NO.: 0959442\\nAUTORIZACION: 893637924\\nTELEFONO: 809-241-4120\\nFECHA: 05/09/2024  HORA: 19:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,092.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     869.97\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,784.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     491.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,040.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       24,277.47\\nITBIS RD$       4,369.94\\nTOTAL RD$          28,647.41\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1750646\\nGRACIAS POR SU COMPRA\\nJDC\\nEntregado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430200549"],"invoice_ids":["inv_64605412249e6060b251"],"observation_id":"obs_e4d69d875af31bd9352c","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":9.71,"augmentation_metadata":{"downscale_factor":0.908,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.039,"brightness_factor":0.93,"blur_sigma":0.219,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.99,"jpeg_quality":92,"documents":[{"rotation_deg":0.84,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"JDC"}]},"num_invoices":1,"seed":6299224241952992041,"difficulty":"hard","split":"train"}
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{"image":"images/606_001966.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133140667\",\"ncf\":\"B0265343597\",\"fecha_comprobante\":\"20240930\",\"monto_facturado_servicios\":13572.00,\"monto_facturado_bienes\":13189.50,\"itbis_facturado\":4817.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"DAUERCOMPU\\nDAUERCOMPU SRL\\nRNC EMISOR: 133140667\\nCLIENTE: DISCO BAR LA ESQUINA ALTA GAMA\\nEIRL\\nRNC CLIENTE: 133573482\\nFACTURA DE CREDITO FISCAL\\nNCF: B0265343597\\nFACTURA NO.: 4732145\\nAUTORIZACION: 600541213\\nTELEFONO: 809-358-4226\\nFECHA: 30/09/2024  HORA: 14:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    BANNER PUBLICITARIO\\n                                  13,189.50\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                  13,572.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,761.50\\nITBIS RD$       4,817.07\\nTOTAL RD$          31,578.57\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3784515\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 60262632\\nCompra almacen\"}","template_ids":[5],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["133140667"],"invoice_ids":["inv_9820f32e91264ad905be"],"observation_id":"obs_84b4ff6df9bc095bd58a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.02,"augmentation_metadata":{"downscale_factor":0.683,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.966,"brightness_factor":0.894,"blur_sigma":0.234,"crop_applied":false,"camera_distance_factors":[0.909],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.16,"jpeg_quality":75,"documents":[{"rotation_deg":-2.052,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2797437804519393052,"difficulty":"medium","split":"validation"}
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{"image":"images/606_001996.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131532837\",\"ncf\":\"E443721828381\",\"fecha_comprobante\":\"20240213\",\"monto_facturado_servicios\":1707.50,\"monto_facturado_bienes\":9677.00,\"itbis_facturado\":2049.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"130497232\",\"ncf\":\"B1432775754\",\"fecha_comprobante\":\"20250817\",\"monto_facturado_servicios\":486.50,\"monto_facturado_bienes\":15992.00,\"itbis_facturado\":2966.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CATLEYA CIGARS\\nCATLEYA CIGARS SRL\\nRNC EMISOR: 131532837\\nCLIENTE: HUGO FRANCISCO MOLINA ROLAN\\nRNC CLIENTE: 00100707801\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443721828381\\nFACTURA NO.: 6508949\\nAUTORIZACION: 318099213\\nTELEFONO: 809-455-6960\\nFECHA: 13/02/2024  HORA: 10:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   4,630.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,707.50\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,294.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,753.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,384.50\\nIMPUESTO ITBIS RD$       2,049.21\\nTOTAL RD$          13,433.71\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 2503537\\nGRACIAS POR SU COMPRA\\nCC\\nENTREGADO\\nVerificado\\n\\n--- FACTURA ---\\n\\nPHINIE & CO DEVELOPMENT\\nPHINIE & CO DEVELOPMENT SRL\\nRNC EMISOR: 130497232\\nCLIENTE: TIENDA BO YAO SRL\\nRNC CLIENTE: 131781985\\nFACTURA DE CREDITO FISCAL\\nNCF B1432775754\\nFACTURA NO.: 1107861\\nAUTORIZACION: 524799835\\nTELEFONO: 809-708-3804\\nFECHA: 17/08/2025  HORA: 17:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,992.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     486.50\\n-------------------------------------------\\nSUBTOTAL RD$       16,478.50\\nITBIS RD$       2,966.13\\nTOTAL RD$          19,444.63\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9920268\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 38455372\"}","template_ids":[0,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131532837","130497232"],"invoice_ids":["inv_087bbdb32978e09d73ef","inv_b8408d2797dfb835f6d2"],"observation_id":"obs_38893b135a31a51fac18","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.57,"augmentation_metadata":{"downscale_factor":0.875,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.984,"brightness_factor":1.005,"blur_sigma":0.39,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":54.48,"jpeg_quality":79,"documents":[{"rotation_deg":1.904,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.969,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CC"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6616703987977647737,"difficulty":"hard","split":"train"}
{"image":"images/607_001997.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430363091\",\"ncf\":\"B0191909670\",\"fecha_comprobante\":\"20250303\",\"monto_facturado\":67000.00,\"itbis_facturado\":12060.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":41879.71,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":37180.29,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131028081\",\"ncf\":\"B1495706058\",\"fecha_comprobante\":\"20240709\",\"monto_facturado\":60299.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":60299.95,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"01200006607\",\"ncf\":\"E459040447155\",\"fecha_comprobante\":\"20241028\",\"monto_facturado\":3509.00,\"itbis_facturado\":631.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":4140.62}],\"ocr\":\"FADUS\\nRNC EMISOR: 131107516\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO EMILIO ANTONI\\nRNC CLIENTE: 430363091\\nFACTURA DE CREDITO FISCAL\\nNCF B0191909670\\nFACTURA NO.: 2725292\\nAUTORIZACION: 355085620\\nTELEFONO: 809-320-1462\\nFECHA: 03/03/2025  HORA: 19:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   67,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       67,000.00\\nITBIS RD$      12,060.00\\nTOTAL RD$          79,060.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4607160\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 15647007\\nDETALLE DE SERVICIOS\\nOK\\n\\n--- FACTURA ---\\n\\nPABLO CESAR FRIAS TURBIDES\\nRNC EMISOR: 00100109719\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZEMIS TOBACCO MANUFACTURING SRL\\nRNC CLIENTE: 131028081\\nFACTURA DE CREDITO FISCAL\\nNCF B1495706058\\nFACTURA NO.: 1677741\\nAUTORIZACION: 676798888\\nTELEFONO: 809-698-7728\\nFECHA: 09/07/2024  HORA: 11:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       MENSUALIDAD ACADEMICA       53,627.96\\n    1  SERVICIO  CERTIFICACION                3,178.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION         3,493.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$       60,299.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$          60,299.95\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8656689\\nGRACIAS POR SU COMPRA\\nPCF\\n\\n--- FACTURA ---\\n\\nCOMERCIALIZADORA IDEAS DE DIOS\\nRNC EMISOR: 00115719932\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMONA JOSELYN ORTIZ MORETA MORETA\\nRNC CLIENTE: 01200006607\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459040447155\\nFACTURA NO.: 7397365\\nAUTORIZACION: 872577799\\nTELEFONO: 809-824-3955\\nFECHA: 28/10/2024  HORA: 20:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,727.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     782.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,509.00\\nIMPUESTO ITBIS RD$         631.62\\nTOTAL RD$           4,140.62\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4219467\\nGRACIAS POR SU COMPRA\\nCID\"}","template_ids":[4,13,5],"business_categories":["profesional","educacion","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131107516","00100109719","00115719932"],"invoice_ids":["inv_b73fd43dbb4b9d0e742b","inv_d270c130a3e9bfd21469","inv_c3fc23f6f198afb20250"],"observation_id":"obs_b7a020f39db90133f815","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.68,"augmentation_metadata":{"downscale_factor":0.624,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.868,"brightness_factor":0.971,"blur_sigma":0.226,"crop_applied":false,"camera_distance_factors":[0.913,0.931,0.939],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.09,"jpeg_quality":86,"documents":[{"rotation_deg":0.923,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.313,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.385,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"PCF"},{"kind":"initials","text":"CID"}]},"num_invoices":3,"seed":5382298111862600958,"difficulty":"hard","split":"train"}
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{"image":"images/606_002000.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132412631\",\"ncf\":\"E319562768723\",\"fecha_comprobante\":\"20250605\",\"monto_facturado_servicios\":197500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":35550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"132886232\",\"ncf\":\"E327802353551\",\"fecha_comprobante\":\"20241011\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9216.96,\"itbis_facturado\":1659.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"TAPNI\\nTAPNI SRL\\nRNC: 132412631\\nCLIENTE: CONQUISTADORES SANTIAGO\\nRNC CLIENTE: 430315257\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319562768723\\nFACTURA NO.: 9305267\\nAUTORIZACION: 381143347\\nTELEFONO: 809-906-4542\\nFECHA: 05/06/2025  HORA: 10:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   32,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   13,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       64,000.00\\n    1  MES       SUPERVISION DE OBRA         75,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      197,500.00\\nIMPUESTO ITBIS RD$      35,550.00\\nTOTAL RD$         233,050.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 9515178\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 63242529\\nT\\n\\n--- FACTURA ---\\n\\nMECAIRE\\nMECAIRE SRL\\nRNC: 132886232\\nCLIENTE: ASE ACCIONES Y SERVICIOS\\nEMPRESARIALES\\nRNC CLIENTE: 133416018\\nFACTURA DE CREDITO FISCAL\\nNCF: E327802353551\\nFACTURA NO.: 5961126\\nAUTORIZACION: 822456461\\nTELEFONO: 809-849-7656\\nFECHA: 11/10/2024  HORA: 14:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,935.96\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     882.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,764.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,635.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,216.96\\nIMPUESTO ITBIS RD$       1,659.05\\nTOTAL RD$          10,876.01\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4474554\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 26323387\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132412631","132886232"],"invoice_ids":["inv_86fccd1b001f699a76a6","inv_3db474a26802834c5617"],"observation_id":"obs_6045c14b69275d5a6e40","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.57,"augmentation_metadata":{"downscale_factor":0.889,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":1.044,"brightness_factor":0.971,"blur_sigma":0.781,"crop_applied":false,"camera_distance_factors":[0.972,0.974],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":91.06,"jpeg_quality":86,"documents":[{"rotation_deg":-4.156,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.131,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"T"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17127725700784807184,"difficulty":"medium","split":"train"}
{"image":"images/607_002001.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"15500012412\",\"ncf\":\"E319148166164\",\"fecha_comprobante\":\"20250726\",\"monto_facturado\":101185.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":101185.95,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEW KIDS ELEMENTARY SCHOOL\\nRNC EMISOR: 131243312\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FABIO SAMUEL JIMENEZ PAULINO\\nRNC CLIENTE: 15500012412\\nFACTURA DE CREDITO FISCAL\\nNCF E319148166164\\nFACTURA NO.: 0338592\\nAUTORIZACION: 162972232\\nTELEFONO: 809-704-2423\\nFECHA: 26/07/2025  HORA: 17:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  MES       MENSUALIDAD ACADEMICA\\n                                  49,588.00\\n    1  SERVICIO  CERTIFICACION\\n                                   3,373.95\\n    1  SERVICIO  CUOTA DE INSCRIPCION\\n                                  10,195.00\\n    5  CURSO     CURSO DE CAPACITACION\\n                                  34,455.00\\n    1  UNIDAD    LIBRO DE TEXTO\\n                                   3,574.00\\n-------------------------------------------\\nSUBTOTAL RD$      101,185.95\\nITBIS RD$           0.00\\nTOTAL RD$         101,185.95\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3584175\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 67701559\"}","template_ids":[5],"business_categories":["educacion"],"catalog_sources":[["curated"]],"issuer_rncs":["131243312"],"invoice_ids":["inv_d86bdcc1e86acb49f6be"],"observation_id":"obs_dd67c5dad6f6a35f6c6a","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.72,"augmentation_metadata":{"downscale_factor":0.618,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.651,"brightness_factor":1.115,"blur_sigma":0.382,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.65,"jpeg_quality":90,"documents":[{"rotation_deg":0.906,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4845086576891821921,"difficulty":"hard","split":"train"}
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{"image":"images/607_002005.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430325538\",\"ncf\":\"B1591339412\",\"fecha_comprobante\":\"20240831\",\"monto_facturado\":144000.00,\"itbis_facturado\":25920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":169920.00}],\"ocr\":\"RAYSA SANTANA REYES DE PRENZA\\nRNC EMISOR: 22700041266\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION MARIEL RODRIGUEZ RODRIGUEZ\\nRNC CLIENTE: 430325538\\nFACTURA DE CREDITO FISCAL\\nNCF: B1591339412\\nFACTURA NO.: 3040092\\nAUTORIZACION: 371249371\\nTELEFONO: 809-825-6368\\nFECHA: 31/08/2024  HORA: 17:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   89,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   20,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   20,000.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      144,000.00\\nIMPUESTO ITBIS RD$      25,920.00\\nTOTAL RD$         169,920.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 7887735\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 29393511\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nRSR\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["22700041266"],"invoice_ids":["inv_4f3046094bed893b9dae"],"observation_id":"obs_9c4f78df9759a785e878","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.989,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.16,"jpeg_quality":96,"documents":[{"rotation_deg":0.12,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RSR"}]},"num_invoices":1,"seed":3079711849288445380,"difficulty":"clean","split":"train"}
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{"image":"images/607_002007.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130948763\",\"ncf\":\"E313884702282\",\"fecha_comprobante\":\"20251201\",\"monto_facturado\":17387.45,\"itbis_facturado\":3129.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":20517.19}],\"ocr\":\"ALMONT GEOREFERENCIA\\nRNC EMISOR: 132439058\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INPARTS SRL\\nRNC CLIENTE: 130948763\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313884702282\\nFACTURA NO.: 9362707\\nAUTORIZACION: 558620657\\nTELEFONO: 809-991-8580\\nFECHA: 01/12/2025  HORA: 19:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SOPORTE TECNICO\\n                                   8,046.95\\n    1  UNIDAD    TONER PARA IMPRESORA\\n                                   9,340.50\\n-------------------------------------------\\nSUBTOTAL RD$       17,387.45\\nITBIS RD$       3,129.74\\nTOTAL RD$          20,517.19\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 471042\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["tecnologia"],"catalog_sources":[["curated"]],"issuer_rncs":["132439058"],"invoice_ids":["inv_a269eba9ea645b4beddc"],"observation_id":"obs_f087906508b7467ab43b","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":10.89,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.967,"brightness_factor":1.021,"blur_sigma":0.093,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.27,"jpeg_quality":90,"documents":[{"rotation_deg":0.322,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14753703868455342397,"difficulty":"light","split":"train"}
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{"image":"images/607_002009.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101209948\",\"ncf\":\"E441360404637\",\"fecha_comprobante\":\"20250510\",\"monto_facturado\":15244.85,\"itbis_facturado\":2744.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17988.92,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00112310503\",\"ncf\":\"E320761449247\",\"fecha_comprobante\":\"20241118\",\"monto_facturado\":32723.22,\"itbis_facturado\":5890.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":23817.14,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14796.26,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FERRE AGREGADO SANTANA MORENO\\nRNC EMISOR: 133340089\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS EDWARD ALFAU RODRIGUEZ\\nRNC CLIENTE: 00101209948\\nFACTURA DE CREDITO FISCAL\\nNCF: E441360404637\\nFACTURA NO.: 9586118\\nAUTORIZACION: 582956508\\nTELEFONO: 809-878-6123\\nFECHA: 10/05/2025  HORA: 08:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     374.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,194.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,498.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   4,177.90\\n-------------------------------------------\\nBASE IMPONIBLE RD$       15,244.85\\nITBIS 18% RD$       2,744.07\\nTOTAL RD$          17,988.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 143092\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 41428211\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFAS\\n\\n--- FACTURA ---\\n\\nGUILLERMO ANTONIO RISK RODRIGUEZ\\nRNC EMISOR: 00107769333\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEJANDRO      MANUEL OTERO TRILLES\\nRNC CLIENTE: 00112310503\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E320761449247\\nFACTURA NO.: 5374079\\nAUTORIZACION: 868944634\\nTELEFONO: 809-578-2902\\nFECHA: 18/11/2024  HORA: 18:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  SERVICIO  SERVICIO DE ENTREGA          4,600.50\\n    3  UNIDAD    EQUIPO ELECTRICO            17,043.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            971.97\\n    5  UNIDAD    REPUESTO Y ACCESORIO         9,654.75\\n    3  UNIDAD    ARTICULO DE LIMPIEZA           453.00\\n----------------------------------------------\\nSUB-TOTAL RD$       32,723.22\\nITBIS 18% RD$       5,890.18\\nTOTAL RD$          38,613.40\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7853817\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 13810418\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPROCESADO\"}","template_ids":[5,6],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133340089","00107769333"],"invoice_ids":["inv_10eb5aec9f9148454cf5","inv_da345a49df9cb84a351d"],"observation_id":"obs_54e6e7c35258ddb4f5ba","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":6.48,"augmentation_metadata":{"downscale_factor":0.888,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.779,"brightness_factor":1.03,"blur_sigma":0.535,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.37,"jpeg_quality":87,"documents":[{"rotation_deg":0.125,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.215,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FAS"},{"kind":"none","text":""}]},"num_invoices":2,"seed":17162735077237246422,"difficulty":"medium","split":"train"}
{"image":"images/606_002010.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133508702\",\"ncf\":\"B0220411754\",\"fecha_comprobante\":\"20250313\",\"monto_facturado_servicios\":309090.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"133338963\",\"ncf\":\"E325512425300\",\"fecha_comprobante\":\"20250324\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5344.42,\"itbis_facturado\":962.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SIDERAL DORADO\\nSIDERAL DORADO SRL\\nRNC 133508702\\nCLIENTE: LA ATRAVESADA SRL\\nRNC CLIENTE: 105016273\\nFACTURA DE CREDITO FISCAL\\nNCF: B0220411754\\nFACTURA NO.: 1464497\\nAUTORIZACION: 561918456\\nTELEFONO: 809-941-1238\\nFECHA: 13/03/2025  HORA: 12:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          309,090.00\\n----------------------------------------------\\nSUBTOTAL RD$      309,090.00\\nITBIS RD$           0.00\\nTOTAL RD$         309,090.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 3190223\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSEVELEC\\nSEVELEC SRL\\nRNC: 133338963\\nCLIENTE: DOMINICANA DE EXPORTACIONES SA\\nRNC CLIENTE: 101170591\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325512425300\\nFACTURA NO.: 1762797\\nAUTORIZACION: 159393092\\nTELEFONO: 809-574-9080\\nFECHA: 24/03/2025  HORA: 14:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS    1,016.00\\n    4  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      304.00\\n    1  QUINTAL   VARILLA CORRUGADA 3/8        3,264.50\\n    8  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      759.92\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,344.42\\nIMPUESTO ITBIS RD$         962.00\\nTOTAL RD$           6,306.42\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8922177\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 92115073\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nENTREGADO\"}","template_ids":[4,10],"business_categories":["inmobiliario","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133508702","133338963"],"invoice_ids":["inv_9f40151006bc4144dbc1","inv_21ad8708232669708f0f"],"observation_id":"obs_261d5964f3bbcce2b500","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":4.34,"augmentation_metadata":{"downscale_factor":0.604,"red_scale":0.947,"blue_scale":1.053,"contrast_factor":0.889,"brightness_factor":0.962,"blur_sigma":0.731,"crop_applied":false,"camera_distance_factors":[0.959,0.908],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":60.34,"jpeg_quality":65,"documents":[{"rotation_deg":-2.246,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.295,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16489082824871622609,"difficulty":"very_hard","split":"train"}
{"image":"images/607_002011.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131251048\",\"ncf\":\"B1416050071\",\"fecha_comprobante\":\"20250730\",\"monto_facturado\":68000.00,\"itbis_facturado\":12240.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":6800.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":87040.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132566262\",\"ncf\":\"B0221878385\",\"fecha_comprobante\":\"20251224\",\"monto_facturado\":240036.00,\"itbis_facturado\":43206.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":283242.48,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YOCELYN ROSMERY ROMERO DOÑEZ\\nRNC EMISOR: 00116137308\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE COLCHONES GODFREY SRL\\nRNC CLIENTE: 131251048\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1416050071\\nFACTURA NO.: 5450198\\nAUTORIZACION: 211386389\\nTELEFONO: 809-729-2369\\nFECHA: 30/07/2025  HORA: 20:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      13,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    55,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       68,000.00\\nITBIS 18% RD$      12,240.00\\nPROPINA LEGAL RD$     6,800.00\\nTOTAL RD$          87,040.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1623876\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 60507846\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSANTA OGANDO MATOS\\nRNC EMISOR: 00109223107\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DALYSMAR TRAVEL EIRL\\nRNC CLIENTE: 132566262\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0221878385\\nFACTURA NO.: 8210454\\nAUTORIZACION: 388045021\\nTELEFONO: 809-451-8435\\nFECHA: 24/12/2025  HORA: 12:32\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                                 60,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                                 10,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                 99,000.00\\n   22  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 58,036.00\\n    1  VISITA    INSPECCION TECNICA\\n                                                 13,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      240,036.00\\nITBIS RD$      43,206.48\\nTOTAL RD$         283,242.48\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5238164\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 40850504\"}","template_ids":[4,9],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00116137308","00109223107"],"invoice_ids":["inv_ad191a2768a883fbcaf8","inv_1fdf03f878151b64b01a"],"observation_id":"obs_f87c8284690fc9aa64bb","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.858,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.781,"brightness_factor":1.044,"blur_sigma":0.617,"crop_applied":true,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.01,"jpeg_quality":85,"documents":[{"rotation_deg":-0.963,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.393,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15443905222878421805,"difficulty":"hard","split":"train"}
{"image":"images/606_002012.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130839476\",\"ncf\":\"E458254889716\",\"fecha_comprobante\":\"20240604\",\"monto_facturado_servicios\":30389.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5470.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131749577\",\"ncf\":\"E455987879600\",\"fecha_comprobante\":\"20250124\",\"monto_facturado_servicios\":494399.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":88991.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GPE FORWHELLS DOMINICANA\\nGPE FORWHELLS DOMINICANA SRL\\nRNC: 130839476\\nCLIENTE: GREGORIO NICOLAS DE LA CRUZ LEONARDO\\nRNC CLIENTE: 04800240907\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458254889716\\nFACTURA NO.: 3275628\\nAUTORIZACION: 380536174\\nTELEFONO: 809-672-8453\\nFECHA: 04/06/2024  HORA: 13:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  VIAJE     SERVICIO DE TRANSPORTE       9,686.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA       3,615.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         9,102.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,225.95\\n    1  SERVICIO  GESTION LOGISTICA            6,761.00\\n----------------------------------------------\\nSUB-TOTAL RD$       30,389.95\\nIMPUESTO ITBIS RD$       5,470.19\\nTOTAL RD$          35,860.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2204341\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 66348691\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nProcesado\\n\\n--- FACTURA ---\\n\\nLEYLAGABRIELA\\nLEYLAGABRIELA EIRL\\nRNC 131749577\\nCLIENTE: JUAN RAMON PINALES NUÑEZ\\nRNC CLIENTE: 00201422755\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E455987879600\\nFACTURA NO.: 8431056\\nAUTORIZACION: 408079061\\nTELEFONO: 809-502-4150\\nFECHA: 24/01/2025  HORA: 08:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL           77,458.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   10,109.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,264.50\\n    2  SERVICIO  COMISION INMOBILIARIA      393,568.00\\n----------------------------------------------\\nSUB-TOTAL RD$      494,399.50\\nITBIS 18% RD$      88,991.91\\nTOTAL RD$         583,391.41\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3077695\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 86896818\"}","template_ids":[7,2],"business_categories":["transporte","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130839476","131749577"],"invoice_ids":["inv_e6329ad0e624347f5e5f","inv_5a1ba37c6f38fbe447ec"],"observation_id":"obs_a18ac0be64c758ae6849","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.17,"augmentation_metadata":{"downscale_factor":0.854,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.838,"brightness_factor":1.055,"blur_sigma":0.553,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.39,"jpeg_quality":72,"documents":[{"rotation_deg":0.718,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.202,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":196081432451668330,"difficulty":"hard","split":"train"}
{"image":"images/607_002013.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130003701\",\"ncf\":\"E459892759345\",\"fecha_comprobante\":\"20250520\",\"monto_facturado\":2596.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2596.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BOTANIA SAN ANTONIO\\nRNC EMISOR: 04800037030\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INTERNATIONAL LIFE RAFTS AND SHIPPING S\\nRNC CLIENTE: 130003701\\nFACTURA DE CREDITO FISCAL\\nNCF: E459892759345\\nFACTURA NO.: 1129017\\nAUTORIZACION: 914500412\\nTELEFONO: 809-570-1705\\nFECHA: 20/05/2025  HORA: 09:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    FERTILIZANTE AGRICOLA        2,596.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        2,596.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$           2,596.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4343847\\nGRACIAS POR SU COMPRA\\nBSA\"}","template_ids":[13],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["04800037030"],"invoice_ids":["inv_bdeb99ab0371f1d4f2cd"],"observation_id":"obs_b3fe5d507f669b63253f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.72,"augmentation_metadata":{"downscale_factor":0.606,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":1.065,"brightness_factor":0.894,"blur_sigma":0.519,"crop_applied":false,"camera_distance_factors":[0.919],"legibility_scale_corrections":[0.0],"final_contrast_stddev":82.6,"jpeg_quality":76,"documents":[{"rotation_deg":-3.371,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"BSA"}]},"num_invoices":1,"seed":17657859534287326688,"difficulty":"medium","split":"train"}
{"image":"images/606_002014.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40215475530\",\"ncf\":\"E440273716738\",\"fecha_comprobante\":\"20240309\",\"monto_facturado_servicios\":12083.00,\"monto_facturado_bienes\":16224.50,\"itbis_facturado\":3319.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ELIAN CAMILO MARTINEZ\\nELIAN CAMILO MARTINEZ\\nRNC EMISOR: 40215475530\\nCLIENTE: CITIDOM INVESTMENT SRL\\nRNC CLIENTE: 131458505\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440273716738\\nFACTURA NO.: 9610256\\nAUTORIZACION: 894923898\\nTELEFONO: 809-204-4652\\nFECHA: 09/03/2024  HORA: 19:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   ARROZ EN CASCARA             3,660.00\\n    1  UNIDAD    PLATANO BARAHONERO              27.00\\n    2  SERVICIO  SERVICIO DE COSECHA         12,083.00\\n    5  QUINTAL   FRUTAS FRESCAS               6,180.00\\n    5  UNIDAD    SEMILLAS CERTIFICADAS        6,357.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       28,307.50\\nITBIS RD$       3,319.29\\nTOTAL RD$          31,626.79\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7617444\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 91289598\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["40215475530"],"invoice_ids":["inv_fdf6db96bf1d312ebf2a"],"observation_id":"obs_405ed53df39fb9e2632a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":6.37,"augmentation_metadata":{"downscale_factor":0.863,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.77,"brightness_factor":1.039,"blur_sigma":0.566,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.56,"jpeg_quality":85,"documents":[{"rotation_deg":-1.178,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2056124202398256191,"difficulty":"medium","split":"train"}
{"image":"images/607_002015.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133665522\",\"ncf\":\"B1480831579\",\"fecha_comprobante\":\"20240929\",\"monto_facturado\":2219.50,\"itbis_facturado\":399.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":858.09,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1760.92,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101198291\",\"ncf\":\"B0162204264\",\"fecha_comprobante\":\"20240116\",\"monto_facturado\":24421.95,\"itbis_facturado\":4395.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13823.52,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14994.38,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00115024267\",\"ncf\":\"B0295325030\",\"fecha_comprobante\":\"20250218\",\"monto_facturado\":1764.00,\"itbis_facturado\":317.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2081.52,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MANUFACTURAS ANTILLANAS CXA\\nRNC EMISOR: 101158581\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NOVA R&L RENT CAR SRL\\nRNC CLIENTE: 133665522\\nFACTURA DE CREDITO FISCAL\\nNCF: B1480831579\\nFACTURA NO.: 8640127\\nAUTORIZACION: 417208912\\nTELEFONO: 809-576-7786\\nFECHA: 29/09/2024  HORA: 09:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     411.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,332.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     476.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,219.50\\nITBIS 18% RD$         399.51\\nTOTAL RD$           2,619.01\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5106298\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 91167029\\n\\n--- FACTURA ---\\n\\nOKIDOKI S A\\nRNC EMISOR: 101529261\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERS Y SERVIC INVERFAST S A\\nRNC CLIENTE: 101198291\\nFACTURA DE CREDITO FISCAL\\nNCF: B0162204264\\nFACTURA NO.: 9449907\\nAUTORIZACION: 494302145\\nTELEFONO: 809-365-3061\\nFECHA: 16/01/2024  HORA: 15:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PANTALON CASUAL\\n                                  10,776.00\\n    3  UNIDAD    CALZADO CASUAL\\n                                   9,336.00\\n    5  UNIDAD    GORRA BORDADA\\n                                   4,309.95\\n-------------------------------------------\\nSUBTOTAL RD$       24,421.95\\nIMPUESTO ITBIS RD$       4,395.95\\nTOTAL RD$          28,817.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 861161\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 41859213\\n\\n--- FACTURA ---\\n\\nLEAH\\nRNC EMISOR: 131822576\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS MANUEL ESTEVEZ CONCEPCION\\nRNC CLIENTE: 00115024267\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0295325030\\nFACTURA NO.: 3122437\\nAUTORIZACION: 641600118\\nTELEFONO: 809-864-9477\\nFECHA: 18/02/2025  HORA: 16:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,764.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,764.00\\nITBIS RD$         317.52\\nTOTAL RD$           2,081.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6538256\\nGRACIAS POR SU COMPRA\\nL\"}","template_ids":[5,0,2],"business_categories":["comercio_general","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101158581","101529261","131822576"],"invoice_ids":["inv_2761e9a48bf5cfc71eb7","inv_b05f798c623b50f74cff","inv_6311076dc49f5ad33f71"],"observation_id":"obs_dfd8c521b29ccab8b769","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.001,"brightness_factor":1.0,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.41,"jpeg_quality":95,"documents":[{"rotation_deg":0.077,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.132,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.065,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"L"}]},"num_invoices":3,"seed":14507968950442770056,"difficulty":"hard","split":"train"}
{"image":"images/606_002016.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04702101850\",\"ncf\":\"B0212520104\",\"fecha_comprobante\":\"20240817\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4369.00,\"itbis_facturado\":786.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131482775\",\"ncf\":\"E458348699848\",\"fecha_comprobante\":\"20251023\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4907.97,\"itbis_facturado\":883.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"EDISON DAVID MARTINEZ ALMONTE\\nEDISON DAVID MARTINEZ ALMONTE\\nRNC 04702101850\\nCLIENTE: ASGARD PRINT CENTER SRL\\nRNC CLIENTE: 132882229\\nFACTURA DE CREDITO FISCAL\\nNCF B0212520104\\nFACTURA NO.: 0153903\\nAUTORIZACION: 967651482\\nTELEFONO: 809-200-6980\\nFECHA: 17/08/2024  HORA: 12:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,106.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,263.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,369.00\\nITBIS 18% RD$         786.42\\nTOTAL RD$           5,155.42\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7128309\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 63720703\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPROMOTORA OTAVIZA\\nPROMOTORA OTAVIZA SRL\\nRNC EMISOR: 131482775\\nCLIENTE: INVERSIONES SEGUNDO PISO SRL\\nRNC CLIENTE: 131779786\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458348699848\\nFACTURA NO.: 9644648\\nAUTORIZACION: 643990279\\nTELEFONO: 809-628-3151\\nFECHA: 23/10/2025  HORA: 11:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   10  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                   2,010.00\\n    3  FUNDA     CEMENTO GRIS 42.5 KG\\n                                   1,736.97\\n    9  UNIDAD    INTERRUPTOR SENCILLO\\n                                   1,161.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,907.97\\nITBIS RD$         883.43\\nTOTAL RD$           5,791.40\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3695212\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 67722964\"}","template_ids":[5,0],"business_categories":["comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["04702101850","131482775"],"invoice_ids":["inv_bd94f6f6d30685bd51b9","inv_9f22c4b8ab1cb5a2e46c"],"observation_id":"obs_47a9edebea375ab165e7","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.57,"augmentation_metadata":{"downscale_factor":0.483,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.934,"brightness_factor":0.987,"blur_sigma":1.045,"crop_applied":false,"camera_distance_factors":[0.972,0.912],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":78.53,"jpeg_quality":70,"documents":[{"rotation_deg":0.007,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.391,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1281863256769975836,"difficulty":"very_hard","split":"test"}
{"image":"images/607_002017.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00115517757\",\"ncf\":\"E325359221253\",\"fecha_comprobante\":\"20241217\",\"monto_facturado\":7300.50,\"itbis_facturado\":1314.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":8614.59},{\"rnc\":\"132273656\",\"ncf\":\"E444460818847\",\"fecha_comprobante\":\"20250804\",\"monto_facturado\":9401.49,\"itbis_facturado\":1692.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3002.99,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8090.77,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131072909\",\"ncf\":\"B0167410762\",\"fecha_comprobante\":\"20241007\",\"monto_facturado\":17732.00,\"itbis_facturado\":3191.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10486.84,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10436.92,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101668342\",\"ncf\":\"E443524688575\",\"fecha_comprobante\":\"20240522\",\"monto_facturado\":13456.44,\"itbis_facturado\":2422.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":15878.60,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TELLMAXDOMSTH\\nRNC EMISOR: 132380533\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OMAR DAVID VENTURA RIVAS\\nRNC CLIENTE: 00115517757\\nFACTURA DE CREDITO FISCAL\\nNCF: E325359221253\\nFACTURA NO.: 9014486\\nAUTORIZACION: 373335378\\nTELEFONO: 809-449-9899\\nFECHA: 17/12/2024  HORA: 08:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     380.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   6,920.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,300.50\\nIMPUESTO ITBIS RD$       1,314.09\\nTOTAL RD$           8,614.59\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 5638387\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 18780581\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nARMERIA SANDYS\\nRNC EMISOR: 132777174\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: D BLANCOBARBER RD SRL\\nRNC CLIENTE: 132273656\\nFACTURA DE CREDITO FISCAL\\nNCF E444460818847\\nFACTURA NO.: 0992081\\nAUTORIZACION: 27597754\\nTELEFONO: 809-627-8800\\nFECHA: 04/08/2025  HORA: 15:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,530.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,234.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,636.99\\n----------------------------------------------\\nSUBTOTAL RD$        9,401.49\\nITBIS RD$       1,692.27\\nTOTAL RD$          11,093.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1305233\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 63781098\\n\\n--- FACTURA ---\\n\\nGRUPO INDEPRO\\nRNC EMISOR: 131807593\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FACILIDADES ANDERMAR SRL\\nRNC CLIENTE: 131072909\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0167410762\\nFACTURA NO.: 0327673\\nAUTORIZACION: 603811506\\nTELEFONO: 809-302-3045\\nFECHA: 07/10/2024  HORA: 08:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BOMBILLO LED 9 W               123.00\\n  325  PIE       ALAMBRE ELECTRICO THHN NO. 12   11,375.00\\n    1  SERVICIO  INSTALACION ELECTRICA        6,000.00\\n    2  UNIDAD    TOMA CORRIENTE DOBLE           234.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,732.00\\nITBIS 18% RD$       3,191.76\\nTOTAL RD$          20,923.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6296466\\nGRACIAS POR SU COMPRA\\nGI\\n\\n--- FACTURA ---\\n\\nS A RICART CXA\\nRNC EMISOR: 111000351\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PLAZA DEL JEANS CXA\\nRNC CLIENTE: 101668342\\nFACTURA DE CREDITO FISCAL\\nNCF: E443524688575\\nFACTURA NO.: 3782729\\nAUTORIZACION: 819998357\\nTELEFONO: 809-277-4893\\nFECHA: 22/05/2024  HORA: 18:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,176.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           596.00\\n    5  UNIDAD    EQUIPO ELECTRICO             7,629.95\\n    1  UNIDAD    MATERIAL DE OFICINA          2,053.50\\n----------------------------------------------\\nSUBTOTAL RD$       13,456.44\\nIMPUESTO ITBIS RD$       2,422.16\\nTOTAL RD$          15,878.60\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2460252\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 73825337\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nRevisado\"}","template_ids":[5,3,13,6],"business_categories":["comercio_general","comercio_general","construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["132380533","132777174","131807593","111000351"],"invoice_ids":["inv_307c32be7b137f2b9e10","inv_5f99bd0af0935d28575c","inv_833a4e3343952938a5af","inv_39887acb665b3e246197"],"observation_id":"obs_e4ea6a1471e92dbc1917","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.64,"augmentation_metadata":{"downscale_factor":0.585,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.036,"brightness_factor":0.906,"blur_sigma":0.37,"crop_applied":false,"camera_distance_factors":[0.925,0.918,0.967,0.98],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":51.16,"jpeg_quality":85,"documents":[{"rotation_deg":3.594,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.396,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.314,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.134,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"GI"},{"kind":"none","text":""}]},"num_invoices":4,"seed":734946253079574158,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 85154575\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\\n\\n--- FACTURA ---\\n\\nKIVALINA\\nRNC EMISOR: 132827066\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RBA COMUNICACIONES SRL\\nRNC CLIENTE: 131457134\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314820436957\\nFACTURA NO.: 5358245\\nAUTORIZACION: 650533783\\nTELEFONO: 809-907-7619\\nFECHA: 09/04/2025  HORA: 14:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  MES       ALQUILER DE LOCAL\\n                                 447,406.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   4,758.50\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  97,314.00\\n-------------------------------------------\\nSUBTOTAL RD$      549,479.00\\nITBIS RD$           0.00\\nTOTAL RD$         549,479.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 408776\\nGRACIAS POR SU COMPRA\\nPAGADO\\n\\n--- FACTURA ---\\n\\nELMA CLEAN SOLUTIONS\\nRNC EMISOR: 133744521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEREK FASHION SRL\\nRNC CLIENTE: 131680488\\nFACTURA DE CREDITO FISCAL\\nNCF: B1423395334\\nFACTURA NO.: 2178358\\nAUTORIZACION: 875896128\\nTELEFONO: 809-664-1275\\nFECHA: 09/06/2024  HORA: 16:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  11,891.96\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,327.96\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,424.95\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,714.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,358.87\\nIMPUESTO ITBIS RD$       3,484.60\\nTOTAL RD$          22,843.47\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9090860\\nGRACIAS POR SU COMPRA\\nREVISADO\"}","template_ids":[1,5,0],"business_categories":["profesional","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03105673002","132827066","133744521"],"invoice_ids":["inv_7f1deb6f021d9b5c7df7","inv_10d848aac693096bdfbb","inv_f5f020176ce5de0b185d"],"observation_id":"obs_2cd373411b14e940d155","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.47,"augmentation_metadata":{"downscale_factor":0.645,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.722,"brightness_factor":1.117,"blur_sigma":0.523,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":62.0,"jpeg_quality":79,"documents":[{"rotation_deg":1.715,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.943,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.226,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":14687604390486607236,"difficulty":"hard","split":"train"}
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{"image":"images/607_002021.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133712156\",\"ncf\":\"E326446365854\",\"fecha_comprobante\":\"20251122\",\"monto_facturado\":13282.50,\"itbis_facturado\":2390.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":15673.35,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SUENOS DE BEBE\\nRNC EMISOR: 130203733\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOLUCIONES NASHLA SRL\\nRNC CLIENTE: 133712156\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326446365854\\nFACTURA NO.: 0699181\\nAUTORIZACION: 688083773\\nTELEFONO: 809-995-7282\\nFECHA: 22/11/2025  HORA: 10:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,130.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   4,902.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     449.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,801.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,282.50\\nITBIS RD$       2,390.85\\nTOTAL RD$          15,673.35\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7923162\\nGRACIAS POR SU COMPRA\\nEntregado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130203733"],"invoice_ids":["inv_ba095dede864fc890b20"],"observation_id":"obs_0bb3b4535b15f7cb65e3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.31,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.99,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.97,"jpeg_quality":98,"documents":[{"rotation_deg":0.087,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5186942172263662386,"difficulty":"clean","split":"test"}
{"image":"images/606_002022.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"10400036496\",\"ncf\":\"B0287294204\",\"fecha_comprobante\":\"20251211\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":389.85,\"itbis_facturado\":70.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"COMERCIAL GUERRERO\\nJULIO CESAR MEJIA GARCIA\\nRNC EMISOR: 10400036496\\nCLIENTE: ASOCIACION DE PROPIETARIOS DE VILLAS PA\\nRNC CLIENTE: 430369187\\nFACTURA DE CREDITO FISCAL\\nNCF B0287294204\\nFACTURA NO.: 1059245\\nAUTORIZACION: 838569998\\nTELEFONO: 809-897-9936\\nFECHA: 11/12/2025  HORA: 13:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REFRESCO 2.5 LITROS            389.85\\n----------------------------------------------\\nBASE IMPONIBLE RD$          389.85\\nITBIS RD$          70.17\\nTOTAL RD$             460.02\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1053005\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 71595311\"}","template_ids":[13],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["10400036496"],"invoice_ids":["inv_24ab7d328349e02c025a"],"observation_id":"obs_898c4ba6d365efed4d3a","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.994,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.75,"jpeg_quality":95,"documents":[{"rotation_deg":-0.145,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":386576188178329765,"difficulty":"clean","split":"train"}
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{"image":"images/607_002025.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800546521\",\"ncf\":\"B1594049754\",\"fecha_comprobante\":\"20240216\",\"monto_facturado\":45941.25,\"itbis_facturado\":8269.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14155.80,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":40054.88,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LIBANESSA CASTILLO VALERIO\\nRNC EMISOR: 04800777478\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANDRA TAVAREZ CEDANO\\nRNC CLIENTE: 02800546521\\nFACTURA DE CREDITO FISCAL\\nNCF: B1594049754\\nFACTURA NO.: 8071373\\nAUTORIZACION: 765706584\\nTELEFONO: 809-895-6891\\nFECHA: 16/02/2024  HORA: 14:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,882.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        22,985.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         2,794.75\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,112.00\\n    5  UNIDAD    EQUIPO ELECTRICO            17,167.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,941.25\\nITBIS 18% RD$       8,269.43\\nTOTAL RD$          54,210.68\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8928423\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 87562247\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPAGADO\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["04800777478"],"invoice_ids":["inv_05ec064528f2265d121d"],"observation_id":"obs_36eb6d26f36b071da6a2","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.0,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":1.014,"brightness_factor":1.019,"blur_sigma":0.161,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.49,"jpeg_quality":92,"documents":[{"rotation_deg":-0.013,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5105301066153162107,"difficulty":"light","split":"train"}
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{"image":"images/607_002029.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131082351\",\"ncf\":\"E312483808572\",\"fecha_comprobante\":\"20250202\",\"monto_facturado\":15004.00,\"itbis_facturado\":2700.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17704.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRANSPORTE JONES MOREL\\nRNC EMISOR: 131136028\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FAJACA SRL\\nRNC CLIENTE: 131082351\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312483808572\\nFACTURA NO.: 1674583\\nAUTORIZACION: 419336491\\nTELEFONO: 809-992-9612\\nFECHA: 02/02/2025  HORA: 18:24\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  VIAJE     TRANSPORTE DE CARGA\\n                                                 13,980.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                                  1,024.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       15,004.00\\nITBIS RD$       2,700.72\\nTOTAL RD$          17,704.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3770952\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 42194348\\nPROCESADO\"}","template_ids":[9],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["131136028"],"invoice_ids":["inv_84223f416e3b1a1f7178"],"observation_id":"obs_e68d8ec1b7b32ddf20d5","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":9.46,"augmentation_metadata":{"downscale_factor":0.469,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.825,"brightness_factor":0.993,"blur_sigma":0.948,"crop_applied":false,"camera_distance_factors":[0.926],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.05,"jpeg_quality":71,"documents":[{"rotation_deg":1.633,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10801975531129351441,"difficulty":"very_hard","split":"train"}
{"image":"images/606_002030.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131972022\",\"ncf\":\"E458189998641\",\"fecha_comprobante\":\"20250913\",\"monto_facturado_servicios\":1754.00,\"monto_facturado_bienes\":2677.95,\"itbis_facturado\":797.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"TROPILINE\\nTROPILINE SRL\\nRNC 131972022\\nCLIENTE: JHONMELVIN IMPORT RENT A CAR SRL\\nRNC CLIENTE: 131559638\\nFACTURA DE CREDITO FISCAL\\nNCF E458189998641\\nFACTURA NO.: 8858503\\nAUTORIZACION: 947869624\\nTELEFONO: 809-230-1076\\nFECHA: 13/09/2025  HORA: 16:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     657.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,754.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,659.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     361.95\\n-------------------------------------------\\nSUBTOTAL RD$        4,431.95\\nITBIS RD$         797.75\\nTOTAL RD$           5,229.70\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8600401\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 60466887\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131972022"],"invoice_ids":["inv_3b73e335d7c1a5e87837"],"observation_id":"obs_17ba97d84b8fd5d4f997","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":8.66,"augmentation_metadata":{"downscale_factor":0.458,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":0.996,"brightness_factor":0.845,"blur_sigma":0.616,"crop_applied":false,"camera_distance_factors":[0.996],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.94,"jpeg_quality":79,"documents":[{"rotation_deg":-2.718,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7917655740669160402,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 77208274\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCONSULTORES GU\\nCONSULTORES GU SRL\\nRNC: 131486614\\nCLIENTE: LATINA DE PINTURA & FERRETERIA 2007 SRL\\nRNC CLIENTE: 131190081\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314604297551\\nFACTURA NO.: 4193598\\nAUTORIZACION: 500657480\\nTELEFONO: 809-290-8956\\nFECHA: 01/06/2024  HORA: 12:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   83,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       83,000.00\\nIMPUESTO ITBIS RD$      14,940.00\\nTOTAL RD$          97,940.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9703073\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 28424578\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLEYBAMUSIC\\nINOGLAX SOLUCIONES MULTIPLES SRL\\nRNC EMISOR: 130873844\\nCLIENTE: NORMA                          DIAZ ROD\\nRNC CLIENTE: 03102403668\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327620249128\\nFACTURA NO.: 1520924\\nAUTORIZACION: 650685921\\nTELEFONO: 809-987-2197\\nFECHA: 06/01/2025  HORA: 10:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,636.00\\n    3  UNIDAD    MATERIAL DE OFICINA          5,811.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            275.00\\n----------------------------------------------\\nSUBTOTAL RD$       10,722.00\\nIMPUESTO ITBIS RD$       1,929.96\\nTOTAL RD$          12,651.96\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1382289\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_002041.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132444061\",\"ncf\":\"B0209396376\",\"fecha_comprobante\":\"20240217\",\"monto_facturado\":22289.50,\"itbis_facturado\":4012.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":26301.61,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPSICON\\nRNC EMISOR: 130518831\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HDRE SRL\\nRNC CLIENTE: 132444061\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0209396376\\nFACTURA NO.: 1953234\\nAUTORIZACION: 851667993\\nTELEFONO: 809-829-4417\\nFECHA: 17/02/2024  HORA: 09:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  GALON     PINTURA ACRILICA SUPERIOR\\n                 1 GAL\\n                                   5,535.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                   9,912.00\\n    1  UNIDAD    TOMA CORRIENTE DOBLE\\n                                     217.50\\n    2  METRO3    ARENA GRIS LAVADA GRUESA\\n                                   5,850.00\\n    5  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                     775.00\\n-------------------------------------------\\nSUBTOTAL RD$       22,289.50\\nITBIS RD$       4,012.11\\nTOTAL RD$          26,301.61\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 513315\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 39611463\\nG\"}","template_ids":[0],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130518831"],"invoice_ids":["inv_3ec5c15aafbfff0db781"],"observation_id":"obs_f1052d74589e23d4a379","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.58,"augmentation_metadata":{"downscale_factor":0.862,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.887,"brightness_factor":0.962,"blur_sigma":0.275,"crop_applied":false,"camera_distance_factors":[0.941],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.53,"jpeg_quality":80,"documents":[{"rotation_deg":-4.19,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"G"}]},"num_invoices":1,"seed":11889360718752162451,"difficulty":"medium","split":"test"}
{"image":"images/606_002042.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131117661\",\"ncf\":\"E442084513576\",\"fecha_comprobante\":\"20250101\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4293.00,\"itbis_facturado\":772.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"130974942\",\"ncf\":\"E329235774262\",\"fecha_comprobante\":\"20240410\",\"monto_facturado_servicios\":26219.99,\"monto_facturado_bienes\":13839.95,\"itbis_facturado\":7210.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"REYHO\\nREYHO SRL\\nRNC: 131117661\\nCLIENTE: FANM VANYAN SRL\\nRNC CLIENTE: 132582535\\nFACTURA DE CREDITO FISCAL\\nNCF: E442084513576\\nFACTURA NO.: 6770185\\nAUTORIZACION: 164598026\\nTELEFONO: 809-471-9615\\nFECHA: 01/01/2025  HORA: 14:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,245.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,048.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,293.00\\nITBIS 18% RD$         772.74\\nTOTAL RD$           5,065.74\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 3351226\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 73485217\\nREVISADO\\n\\n--- FACTURA ---\\n\\nPROMOTORA PROARCA\\nPROMOTORA PROARCA SRL\\nRNC: 130974942\\nCLIENTE: KALA PEST MULTI SERVICIOS EIRL\\nRNC CLIENTE: 131261558\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329235774262\\nFACTURA NO.: 8167510\\nAUTORIZACION: 113433366\\nTELEFONO: 809-556-6173\\nFECHA: 10/04/2024  HORA: 09:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  METRO3    ARENA GRIS LAVADA GRUESA    13,839.95\\n    1  SERVICIO  MANO DE OBRA DE REPARACION   26,219.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$       40,059.94\\nIMPUESTO ITBIS RD$       7,210.79\\nTOTAL RD$          47,270.73\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8333651\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[5,10],"business_categories":["comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131117661","130974942"],"invoice_ids":["inv_4915eed8bafd59f2751b","inv_d6b1308d7526661385b2"],"observation_id":"obs_f3fecb80191c393b08bf","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.966,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.036,"brightness_factor":1.023,"blur_sigma":0.151,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":42.31,"jpeg_quality":90,"documents":[{"rotation_deg":0.223,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.258,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2400506011439409379,"difficulty":"medium","split":"train"}
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{"image":"images/606_002088.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133014981\",\"ncf\":\"E313202988241\",\"fecha_comprobante\":\"20250107\",\"monto_facturado_servicios\":1282.00,\"monto_facturado_bienes\":6088.98,\"itbis_facturado\":1326.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130469962\",\"ncf\":\"E446705516708\",\"fecha_comprobante\":\"20250323\",\"monto_facturado_servicios\":266833.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":48030.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131319785\",\"ncf\":\"B1594597746\",\"fecha_comprobante\":\"20250122\",\"monto_facturado_servicios\":1101255.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":198225.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CRISTIAN VAPE SHOP\\nCRISTIAN VAPE SHOP SRL\\nRNC: 133014981\\nCLIENTE: YSRAEL RODRIGUEZ\\nRNC CLIENTE: 02800193290\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313202988241\\nFACTURA NO.: 6219684\\nAUTORIZACION: 870989930\\nTELEFONO: 809-534-8279\\nFECHA: 07/01/2025  HORA: 12:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     512.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,371.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,748.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,282.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     457.98\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,370.98\\nIMPUESTO ITBIS RD$       1,326.78\\nTOTAL RD$           8,697.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5967243\\nGRACIAS POR SU COMPRA\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nINVERSIONES KIELCE\\nINVERSIONES KIELCE S A\\nRNC: 130469962\\nCLIENTE: MINISTERIO INTERNACIONAL DE LIBERACION \\nRNC CLIENTE: 430373151\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446705516708\\nFACTURA NO.: 0586151\\nAUTORIZACION: 771834332\\nTELEFONO: 809-657-4772\\nFECHA: 23/03/2025  HORA: 16:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   28,061.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   19,344.50\\n    1  SERVICIO  COMISION INMOBILIARIA      202,418.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       17,010.00\\n----------------------------------------------\\nSUBTOTAL RD$      266,833.50\\nIMPUESTO ITBIS RD$      48,030.03\\nTOTAL RD$         314,863.53\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2106167\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 52298308\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nIK\\nPAGADO\\n\\n--- FACTURA ---\\n\\nINMOBLUE DOMINICANA\\nINMOBLUE DOMINICANA SRL\\nRNC: 131319785\\nCLIENTE: MARTHA ESTHER PEREZ SEALI\\nRNC CLIENTE: 00113365902\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1594597746\\nFACTURA NO.: 3233430\\nAUTORIZACION: 269336969\\nTELEFONO: 809-678-7681\\nFECHA: 22/01/2025  HORA: 17:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    9,994.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       27,048.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   11,620.00\\n    1  SERVICIO  COMISION INMOBILIARIA      193,033.00\\n    5  MES       ALQUILER DE LOCAL          859,560.00\\n----------------------------------------------\\nSUBTOTAL RD$    1,101,255.00\\nIMPUESTO ITBIS RD$     198,225.90\\nTOTAL RD$       1,299,480.90\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9321072\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,2,4],"business_categories":["comercio_general","inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133014981","130469962","131319785"],"invoice_ids":["inv_146878cdeca37a355110","inv_0a6febf10fc09d316f52","inv_c8f742fb010ea4590dec"],"observation_id":"obs_3442691a98c4c5dc60f4","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.693,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.943,"brightness_factor":0.913,"blur_sigma":0.568,"crop_applied":false,"camera_distance_factors":[0.963,0.926,0.941],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":86,"documents":[{"rotation_deg":2.289,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.943,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.59,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"IK"},{"kind":"none","text":""}]},"num_invoices":3,"seed":12859703022764091694,"difficulty":"hard","split":"validation"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nTHE CANADIAN CORNER S A\\nTHE CANADIAN CORNER S A\\nRNC 130283559\\nCLIENTE: ZADIQ SRL\\nRNC CLIENTE: 132150244\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1541332101\\nFACTURA NO.: 2124387\\nAUTORIZACION: 208697638\\nTELEFONO: 809-275-3559\\nFECHA: 15/08/2025  HORA: 14:07\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    POSTRE DE LA CASA\\n                                                    965.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$          965.00\\nITBIS 18% RD$         173.70\\nTOTAL RD$           1,138.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8595023\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nANDOV TECH SRL\\nANDOV TECH SRL\\nRNC: 130779122\\nCLIENTE: WENDY VIRGINIA MUÑIZ ESPINAL\\nRNC CLIENTE: 40221066711\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326462842148\\nFACTURA NO.: 2945007\\nAUTORIZACION: 486738287\\nTELEFONO: 809-326-4376\\nFECHA: 24/12/2024  HORA: 20:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            34,632.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       34,632.50\\nITBIS 18% RD$       6,233.85\\nOTROS IMPUESTOS RD$      21.02\\nTOTAL RD$          40,887.37\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8944694\\nGRACIAS POR SU COMPRA\"}","template_ids":[7,9,3],"business_categories":["comercio_general","restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130232032","130283559","130779122"],"invoice_ids":["inv_d799ceb760189ff4047b","inv_b67650942b1351e7241f","inv_2aa9a33da33129dc1372"],"observation_id":"obs_ecbe7a291e8f45e4fe93","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.012,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":25.71,"jpeg_quality":98,"documents":[{"rotation_deg":-0.002,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.121,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.144,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16852557525498823131,"difficulty":"hard","split":"train"}
{"image":"images/607_002107.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131679978\",\"ncf\":\"E326883054244\",\"fecha_comprobante\":\"20240302\",\"monto_facturado\":476.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":476.95}],\"ocr\":\"DISTRIBUIDORA DE VIVERES Y VEGETALES RAMON\\nRNC EMISOR: 05601393480\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: D SHANEL POWER SECURITY SRL\\nRNC CLIENTE: 131679978\\nFACTURA DE CREDITO FISCAL\\nNCF: E326883054244\\nFACTURA NO.: 8995719\\nAUTORIZACION: 421348356\\nTELEFONO: 809-859-1303\\nFECHA: 02/03/2024  HORA: 11:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  QUINTAL   FRUTAS FRESCAS\\n                                     476.95\\n-------------------------------------------\\nSUBTOTAL RD$          476.95\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             476.95\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 1279492\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 97296109\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["05601393480"],"invoice_ids":["inv_95b18c918b8f0191ea4e"],"observation_id":"obs_15bce3c6780417f77917","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":10.77,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.992,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.45,"jpeg_quality":95,"documents":[{"rotation_deg":-0.025,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16548094340348972298,"difficulty":"clean","split":"train"}
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{"image":"images/606_002110.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130456072\",\"ncf\":\"E453451977766\",\"fecha_comprobante\":\"20250303\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":30014.75,\"itbis_facturado\":5402.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"TECNOLOGIA DE ENVASES Y EMPAQUES EMVATEC\\nTECNOLOGIA DE ENVASES Y EMPAQUES EMVATEC S\\nA\\nRNC 130456072\\nCLIENTE: 3C PRINT SRL\\nRNC CLIENTE: 131526659\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453451977766\\nFACTURA NO.: 0202369\\nAUTORIZACION: 76613650\\nTELEFONO: 809-339-5148\\nFECHA: 03/03/2025  HORA: 20:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  27,014.75\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       30,014.75\\nITBIS RD$       5,402.66\\nTOTAL RD$          35,417.41\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7039153\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 94728815\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130456072"],"invoice_ids":["inv_34c8f0af934b10dfe997"],"observation_id":"obs_ed693598621bfb533087","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.83,"augmentation_metadata":{"downscale_factor":0.879,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.813,"brightness_factor":1.026,"blur_sigma":0.28,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.36,"jpeg_quality":83,"documents":[{"rotation_deg":-0.736,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9110955346109621399,"difficulty":"medium","split":"train"}
{"image":"images/607_002111.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101862939\",\"ncf\":\"E443793757112\",\"fecha_comprobante\":\"20240410\",\"monto_facturado\":27253.92,\"itbis_facturado\":4905.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":32159.63,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PAPAKURA\\nRNC EMISOR: 130312486\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MERCADEO INTERNACIONAL S A\\nRNC CLIENTE: 101862939\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443793757112\\nFACTURA NO.: 4078155\\nAUTORIZACION: 239865335\\nTELEFONO: 809-671-6640\\nFECHA: 10/04/2024  HORA: 16:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  18,537.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,929.95\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,800.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     986.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$       27,253.92\\nITBIS 18% RD$       4,905.71\\nTOTAL RD$          32,159.63\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6642173\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 62963232\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130312486"],"invoice_ids":["inv_18b6144f8e96af8c5c15"],"observation_id":"obs_b23a55bb98b866b73dd2","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.16,"augmentation_metadata":{"downscale_factor":0.903,"red_scale":1.04,"blue_scale":0.96,"contrast_factor":0.964,"brightness_factor":0.99,"blur_sigma":0.149,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.45,"jpeg_quality":96,"documents":[{"rotation_deg":-0.746,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16880886230020933271,"difficulty":"light","split":"test"}
{"image":"images/606_002112.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430366455\",\"ncf\":\"B0239402829\",\"fecha_comprobante\":\"20240301\",\"monto_facturado_servicios\":106115.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19100.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JUNTA DE VECINOS DEL RESIDENCIAL ALTOS DE \\nJUNTA DE VECINOS DEL RESIDENCIAL ALTOS DE ABRHAM\\nRNC 430366455\\nCLIENTE: CONSTRUCCIONES ELETROMECANICAS Y CIVILE\\nRNC CLIENTE: 101700922\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0239402829\\nFACTURA NO.: 4611722\\nAUTORIZACION: 220595623\\nTELEFONO: 809-870-9028\\nFECHA: 01/03/2024  HORA: 17:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    12,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   38,000.00\\n   29  PAGINA    TRADUCCION DE DOCUMENTOS    56,115.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      106,115.00\\nITBIS RD$      19,100.70\\nTOTAL RD$         125,215.70\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2258313\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nAPROBADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430366455"],"invoice_ids":["inv_36f6415a679da5638921"],"observation_id":"obs_dd28538d016b0b9fffc2","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.855,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.743,"brightness_factor":1.027,"blur_sigma":0.449,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.73,"jpeg_quality":79,"documents":[{"rotation_deg":-0.24,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":651802365347921046,"difficulty":"hard","split":"validation"}
{"image":"images/607_002113.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133300771\",\"ncf\":\"E317775004771\",\"fecha_comprobante\":\"20250803\",\"monto_facturado\":77500.00,\"itbis_facturado\":13950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":91450.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JULIO ARTURO CANARIO GUZMAN\\nRNC EMISOR: 01200776209\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JEISON & MARY GUESTHOUSE SRL\\nRNC CLIENTE: 133300771\\nFACTURA DE CREDITO FISCAL\\nNCF E317775004771\\nFACTURA NO.: 5923820\\nAUTORIZACION: 105041473\\nTELEFONO: 809-325-2867\\nFECHA: 03/08/2025  HORA: 12:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            77,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       77,500.00\\nITBIS 18% RD$      13,950.00\\nTOTAL RD$          91,450.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 205577\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["01200776209"],"invoice_ids":["inv_8de0b6cbc923229d5fee"],"observation_id":"obs_0c45ea913c4ffc3bd63b","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.947,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.973,"brightness_factor":1.012,"blur_sigma":0.217,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.1,"jpeg_quality":90,"documents":[{"rotation_deg":-0.282,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13642776768969050245,"difficulty":"light","split":"validation"}
{"image":"images/606_002114.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40221879618\",\"ncf\":\"E322155315553\",\"fecha_comprobante\":\"20250101\",\"monto_facturado_servicios\":126500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132534808\",\"ncf\":\"E448164667678\",\"fecha_comprobante\":\"20240730\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":28523.00,\"itbis_facturado\":5134.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"40221916410\",\"ncf\":\"E456174323718\",\"fecha_comprobante\":\"20251119\",\"monto_facturado_servicios\":12449.00,\"monto_facturado_bienes\":7982.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101659327\",\"ncf\":\"E316787494258\",\"fecha_comprobante\":\"20240602\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":307.50,\"itbis_facturado\":55.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ROSANNY  SAFADIT COMPRES\\nROSANNY  SAFADIT COMPRES\\nRNC: 40221879618\\nCLIENTE: NIMI S A\\nRNC CLIENTE: 105056658\\nFACTURA DE CREDITO FISCAL\\nNCF: E322155315553\\nFACTURA NO.: 6040154\\nAUTORIZACION: 275411807\\nTELEFONO: 809-220-5678\\nFECHA: 01/01/2025  HORA: 13:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   4,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  35,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  81,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                   6,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      126,500.00\\nITBIS 18% RD$      22,770.00\\nTOTAL RD$         149,270.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3186167\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 40135608\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nCOMERCIAL JERRY\\nCOMERCIAL JERRY SRL\\nRNC: 132534808\\nCLIENTE: FUMICENTRO DOMINICANA S A\\nRNC CLIENTE: 130275041\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448164667678\\nFACTURA NO.: 6007245\\nAUTORIZACION: 819164932\\nTELEFONO: 809-384-5343\\nFECHA: 30/07/2024  HORA: 09:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,225.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,192.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  22,106.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,523.00\\nITBIS 18% RD$       5,134.14\\nTOTAL RD$          33,657.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6664541\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 98489933\\nCJ\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nLABORATORIO ARAVICT DENTAL\\nARAVICT ADAMO RODRIGUEZ PEREYRA\\nRNC: 40221916410\\nCLIENTE: JEREMY SRL\\nRNC CLIENTE: 130070522\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456174323718\\nFACTURA NO.: 1613106\\nAUTORIZACION: 760403899\\nTELEFONO: 809-695-1169\\nFECHA: 19/11/2025  HORA: 17:55\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ANALISIS DE LABORATORIO\\n                                                  6,507.00\\n    1  SERVICIO  CONSULTA MEDICA\\n                                                  3,946.00\\n    4  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                                  7,982.00\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                                  1,996.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       20,431.00\\nITBIS RD$           0.00\\nTOTAL RD$          20,431.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7022953\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 74507070\\n\\n--- FACTURA ---\\n\\nULTIMO ARTE\\nULTIMO ARTE SRL\\nRNC: 101659327\\nCLIENTE: ELIZABETH SANCHEZ HERRERA\\nRNC CLIENTE: 130647704\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E316787494258\\nFACTURA NO.: 4740880\\nAUTORIZACION: 293658971\\nTELEFONO: 809-931-1863\\nFECHA: 02/06/2024  HORA: 20:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     307.50\\n-------------------------------------------\\nSUB-TOTAL RD$          307.50\\nIMPUESTO ITBIS RD$          55.35\\nTOTAL RD$             362.85\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4143794\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[1,0,9,5],"business_categories":["profesional","comercio_general","salud","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["40221879618","132534808","40221916410","101659327"],"invoice_ids":["inv_01fcca8251f44eff76fa","inv_c1f2b247085139908bd6","inv_0a2ef16708f2e056ce89","inv_9ebba95979d8d431fbc4"],"observation_id":"obs_2632ca22c0bb56e2e90e","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.37,"augmentation_metadata":{"downscale_factor":0.932,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":1.035,"brightness_factor":1.025,"blur_sigma":0.018,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":21.76,"jpeg_quality":92,"documents":[{"rotation_deg":-0.677,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.281,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.301,"perspective":0.004,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":0.282,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"CJ"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":71072877026630133,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_002121.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40200576144\",\"ncf\":\"B0243382781\",\"fecha_comprobante\":\"20240824\",\"monto_facturado\":8329.00,\"itbis_facturado\":1499.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":9828.22,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00109853671\",\"ncf\":\"B0265772985\",\"fecha_comprobante\":\"20241122\",\"monto_facturado\":132813.00,\"itbis_facturado\":23906.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":68214.59,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":88504.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430054887\",\"ncf\":\"B0259029065\",\"fecha_comprobante\":\"20250505\",\"monto_facturado\":184235.30,\"itbis_facturado\":33162.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":57781.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":159616.15,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CIA JORMER S A\\nRNC EMISOR: 101154594\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRISCILLA NATHALIE MONTERO TORRES\\nRNC CLIENTE: 40200576144\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0243382781\\nFACTURA NO.: 2390267\\nAUTORIZACION: 525419450\\nTELEFONO: 809-896-6666\\nFECHA: 24/08/2024  HORA: 18:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA            987.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            747.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,830.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,765.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,329.00\\nITBIS RD$       1,499.22\\nTOTAL RD$           9,828.22\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 284972\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 49921649\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nProcesado\\n\\n--- FACTURA ---\\n\\nROBIN RAMSES REYES DE LA ROSA\\nRNC EMISOR: 02600749945\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE RAFAEL DE LEON DE LEON\\nRNC CLIENTE: 00109853671\\nFACTURA DE CREDITO FISCAL\\nNCF: B0265772985\\nFACTURA NO.: 5407255\\nAUTORIZACION: 448446523\\nTELEFONO: 809-758-3723\\nFECHA: 22/11/2024  HORA: 10:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   23  PAGINA    TRADUCCION DE DOCUMENTOS    62,813.00\\n    2  MES       SERVICIOS CONTABLES DEL MES   70,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      132,813.00\\nITBIS 18% RD$      23,906.34\\nTOTAL RD$         156,719.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7276402\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTRANSPORTE AGRICOLA Y DE CARGA MIGUEL CARD\\nRNC EMISOR: 132534621\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE MADRES NUEVA GENERACION\\nRNC CLIENTE: 430054887\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0259029065\\nFACTURA NO.: 1555364\\nAUTORIZACION: 308441171\\nTELEFONO: 809-772-2992\\nFECHA: 05/05/2025  HORA: 14:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         6,949.00\\n    4  VIAJE     SERVICIO DE MENSAJERIA       1,819.80\\n    4  VIAJE     TRANSPORTE DE CARGA        149,160.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,433.50\\n    1  SERVICIO  GESTION LOGISTICA           24,873.00\\n----------------------------------------------\\nSUBTOTAL RD$      184,235.30\\nITBIS 18% RD$      33,162.35\\nTOTAL RD$         217,397.65\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9668682\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_002127.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131345301\",\"ncf\":\"B0197096746\",\"fecha_comprobante\":\"20240903\",\"monto_facturado\":882.00,\"itbis_facturado\":158.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":1040.76,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IMPORTADORA JUGAR S A\\nRNC EMISOR: 101197706\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LEMON RITA SRL\\nRNC CLIENTE: 131345301\\nFACTURA DE CREDITO FISCAL\\nNCF: B0197096746\\nFACTURA NO.: 0122717\\nAUTORIZACION: 641801452\\nTELEFONO: 809-244-8799\\nFECHA: 03/09/2024  HORA: 10:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     882.00\\n-------------------------------------------\\nSUB-TOTAL RD$          882.00\\nITBIS 18% RD$         158.76\\nTOTAL RD$           1,040.76\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8474285\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 73518468\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101197706"],"invoice_ids":["inv_7f60154d557e1eed121a"],"observation_id":"obs_8d1538796b5996ed8c55","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":9.65,"augmentation_metadata":{"downscale_factor":0.43,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.024,"brightness_factor":0.949,"blur_sigma":1.014,"crop_applied":false,"camera_distance_factors":[0.95],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.44,"jpeg_quality":69,"documents":[{"rotation_deg":3.394,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10378664263838685567,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_002129.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131018149\",\"ncf\":\"E324805375603\",\"fecha_comprobante\":\"20250725\",\"monto_facturado\":3120.00,\"itbis_facturado\":561.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3681.60,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40217308648\",\"ncf\":\"E447783798244\",\"fecha_comprobante\":\"20250704\",\"monto_facturado\":13000.00,\"itbis_facturado\":2340.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":15340.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YAGRIMCONSTRUDOM\\nRNC EMISOR: 131882668\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISLITA EIRL\\nRNC CLIENTE: 131018149\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324805375603\\nFACTURA NO.: 5341159\\nAUTORIZACION: 531114867\\nTELEFONO: 809-307-3540\\nFECHA: 25/07/2025  HORA: 20:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,120.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,120.00\\nITBIS 18% RD$         561.60\\nTOTAL RD$           3,681.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7417423\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMRAC\\nRNC EMISOR: 430140521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOMINIQUE MILENA GONZALEZ TAVERAS\\nRNC CLIENTE: 40217308648\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447783798244\\nFACTURA NO.: 3319103\\nAUTORIZACION: 15614202\\nTELEFONO: 809-966-2237\\nFECHA: 04/07/2025  HORA: 15:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      13,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       13,000.00\\nITBIS 18% RD$       2,340.00\\nTOTAL RD$          15,340.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7078900\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 76733618\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\\nCargo a oficina\"}","template_ids":[0,13],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131882668","430140521"],"invoice_ids":["inv_8b0c4d289245408a483c","inv_938f1edd5ebf8a018b41"],"observation_id":"obs_9318a59b928fb57cb08a","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.67,"augmentation_metadata":{"downscale_factor":0.95,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":1.095,"brightness_factor":0.929,"blur_sigma":0.379,"crop_applied":false,"camera_distance_factors":[0.897,0.939],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.5,"jpeg_quality":86,"documents":[{"rotation_deg":-1.36,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.355,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":15419001385145466041,"difficulty":"medium","split":"train"}
{"image":"images/606_002130.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131882481\",\"ncf\":\"E450403119582\",\"fecha_comprobante\":\"20250105\",\"monto_facturado_servicios\":101500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JERIMCA\\nJERIMCA SRL\\nRNC: 131882481\\nCLIENTE: PINEBERRY INVESTMENT SRL\\nRNC CLIENTE: 131379232\\nFACTURA DE CREDITO FISCAL\\nNCF E450403119582\\nFACTURA NO.: 1399520\\nAUTORIZACION: 519592241\\nTELEFONO: 809-380-2367\\nFECHA: 05/01/2025  HORA: 13:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   25,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       9,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       67,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      101,500.00\\nITBIS 18% RD$      18,270.00\\nTOTAL RD$         119,770.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5002944\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 53460830\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nAPROBADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131882481"],"invoice_ids":["inv_8f1c004149796e0db5c1"],"observation_id":"obs_4f0186bcf37b9ad5156a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.767,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.738,"brightness_factor":1.048,"blur_sigma":0.499,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.82,"jpeg_quality":79,"documents":[{"rotation_deg":-1.171,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16931329632611514967,"difficulty":"medium","split":"train"}
{"image":"images/607_002131.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430439185\",\"ncf\":\"B1560091945\",\"fecha_comprobante\":\"20240302\",\"monto_facturado\":223856.00,\"itbis_facturado\":40294.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":82209.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":181940.36,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FELGOM LEGAL\\nRNC EMISOR: 132910461\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DUENOS DE TRACTORES DEL VALL\\nRNC CLIENTE: 430439185\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1560091945\\nFACTURA NO.: 0402471\\nAUTORIZACION: 816703520\\nTELEFONO: 809-200-9133\\nFECHA: 02/03/2024  HORA: 19:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       SUPERVISION DE OBRA        175,000.00\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS    33,856.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      223,856.00\\nIMPUESTO ITBIS RD$      40,294.08\\nTOTAL RD$         264,150.08\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8307797\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 12999970\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132910461"],"invoice_ids":["inv_06dde32dccaeda198c31"],"observation_id":"obs_dbde551a1d511a2bf3c1","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.988,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":98,"documents":[{"rotation_deg":-0.119,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2421395445998843238,"difficulty":"clean","split":"train"}
{"image":"images/606_002132.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"08600070471\",\"ncf\":\"E329756282636\",\"fecha_comprobante\":\"20241025\",\"monto_facturado_servicios\":21099.00,\"monto_facturado_bienes\":39192.00,\"itbis_facturado\":6642.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130158304\",\"ncf\":\"B0120051053\",\"fecha_comprobante\":\"20240708\",\"monto_facturado_servicios\":982.50,\"monto_facturado_bienes\":20818.50,\"itbis_facturado\":3924.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ROSSANNA MIGDALISIS CASTILLO SOSA\\nROSSANNA MIGDALISIS CASTILLO SOSA\\nRNC EMISOR: 08600070471\\nCLIENTE: CONSTRUCTORA HERETAV & ASOCIADOS\\nSRL\\nRNC CLIENTE: 131432271\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329756282636\\nFACTURA NO.: 7422231\\nAUTORIZACION: 491914843\\nTELEFONO: 809-201-1217\\nFECHA: 25/10/2024  HORA: 08:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   9,730.00\\n    5  QUINTAL   ARROZ EN CASCARA\\n                                  23,390.00\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  21,099.00\\n    3  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   6,072.00\\n-------------------------------------------\\nSUB-TOTAL RD$       60,291.00\\nITBIS 18% RD$       6,642.18\\nTOTAL RD$          66,933.18\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7190354\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nGRACIELA M URENA\\nGRACIELA M URENA\\nRNC EMISOR: 130158304\\nCLIENTE: S M EUROCOMMERCE SRL\\nRNC CLIENTE: 130287155\\nFACTURA DE CREDITO FISCAL\\nNCF: B0120051053\\nFACTURA NO.: 7244332\\nAUTORIZACION: 960371516\\nTELEFONO: 809-397-6062\\nFECHA: 08/07/2024  HORA: 13:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,188.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,151.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     982.50\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,317.50\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,162.00\\n-------------------------------------------\\nSUBTOTAL RD$       21,801.00\\nITBIS RD$       3,924.18\\nTOTAL RD$          25,725.18\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7547259\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 57129859\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGMU\"}","template_ids":[1,5],"business_categories":["agricultura","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["08600070471","130158304"],"invoice_ids":["inv_b3091677ddd910b0ea3b","inv_a32db9ce59b61638db3b"],"observation_id":"obs_9e86188768fb331b1af0","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.601,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.707,"brightness_factor":1.121,"blur_sigma":0.624,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":66.58,"jpeg_quality":89,"documents":[{"rotation_deg":0.159,"perspective":0.008,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.003,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"GMU"}]},"num_invoices":2,"seed":12302120607191206849,"difficulty":"hard","split":"train"}
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{"image":"images/606_002134.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131761331\",\"ncf\":\"E459641411919\",\"fecha_comprobante\":\"20241024\",\"monto_facturado_servicios\":22754.00,\"monto_facturado_bienes\":3218.00,\"itbis_facturado\":4674.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132037421\",\"ncf\":\"B0159917962\",\"fecha_comprobante\":\"20250924\",\"monto_facturado_servicios\":260500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":46890.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CARLOS HERNANDEZ Y O SUPLIDORA DE VEGETALE\\nCARLOS HERNANDEZ Y O SUPLIDORA DE VEGETALES SRL\\nRNC EMISOR: 131761331\\nCLIENTE: COOPERATIVA AGROPECUARIA EL CAFE LA VEG\\nRNC CLIENTE: 430343684\\nFACTURA DE CREDITO FISCAL\\nNCF: E459641411919\\nFACTURA NO.: 4408546\\nAUTORIZACION: 342196508\\nTELEFONO: 809-958-4033\\nFECHA: 24/10/2024  HORA: 10:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    SEMILLAS CERTIFICADAS        3,218.00\\n    1  SERVICIO  SERVICIO DE COSECHA         22,754.00\\n----------------------------------------------\\nSUBTOTAL RD$       25,972.00\\nITBIS RD$       4,674.96\\nTOTAL RD$          30,646.96\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1174242\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPOMPOSSA S VIP\\nPOMPOSSA S VIP SRL\\nRNC 132037421\\nCLIENTE: GALAPAGOS STUDIO SRL\\nRNC CLIENTE: 131886231\\nFACTURA DE CREDITO FISCAL\\nNCF B0159917962\\nFACTURA NO.: 4868570\\nAUTORIZACION: 649780553\\nTELEFONO: 809-378-8629\\nFECHA: 24/09/2025  HORA: 16:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  61,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  66,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  57,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  76,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      260,500.00\\nIMPUESTO ITBIS RD$      46,890.00\\nTOTAL RD$         307,390.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3878863\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 78647738\"}","template_ids":[2,1],"business_categories":["agricultura","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131761331","132037421"],"invoice_ids":["inv_37c3e285601dfe141662","inv_4f56cb0593b11d322b8f"],"observation_id":"obs_0d4d05e8675ad1e37972","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.841,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.882,"brightness_factor":1.059,"blur_sigma":0.463,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.21,"jpeg_quality":75,"documents":[{"rotation_deg":-0.648,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.867,"perspective":0.002,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":61931221212508301,"difficulty":"hard","split":"train"}
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{"image":"images/606_002142.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133224089\",\"ncf\":\"B1497319255\",\"fecha_comprobante\":\"20250329\",\"monto_facturado_servicios\":87500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"D I A D E M\\nD I A D E M SRL\\nRNC EMISOR: 133224089\\nCLIENTE: ZWICKY SRL\\nRNC CLIENTE: 131204287\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1497319255\\nFACTURA NO.: 3200143\\nAUTORIZACION: 630328511\\nTELEFONO: 809-335-4323\\nFECHA: 29/03/2025  HORA: 11:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   87,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       87,500.00\\nITBIS 18% RD$      15,750.00\\nTOTAL RD$         103,250.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4135438\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 89151606\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133224089"],"invoice_ids":["inv_c67e942d611550d38976"],"observation_id":"obs_99467e73e065ebe8a334","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.12,"augmentation_metadata":{"downscale_factor":0.993,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":0.832,"brightness_factor":0.93,"blur_sigma":0.192,"crop_applied":false,"camera_distance_factors":[0.922],"legibility_scale_corrections":[0.0],"final_contrast_stddev":57.47,"jpeg_quality":93,"documents":[{"rotation_deg":0.719,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1504713490382891356,"difficulty":"light","split":"validation"}
{"image":"images/607_002143.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430029556\",\"ncf\":\"E327987429490\",\"fecha_comprobante\":\"20250313\",\"monto_facturado\":1983.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1983.90,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ALBERTO PERALTA REYNOSO\\nRNC EMISOR: 03103146779\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION POR EL DESARROLLO MUNICIPAL I\\nRNC CLIENTE: 430029556\\nFACTURA DE CREDITO FISCAL\\nNCF: E327987429490\\nFACTURA NO.: 9536854\\nAUTORIZACION: 629175133\\nTELEFONO: 809-275-6265\\nFECHA: 13/03/2025  HORA: 19:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    AGUA PURIFICADA 20 OZ          185.00\\n    2  LIBRA     CAFE MOLIDO 1 LB               560.00\\n    6  LIBRA     HARINA DE TRIGO LIBRA          183.00\\n    3  CARTON    HUEVOS CARTON 30 UNIDADES      960.00\\n    2  PAQUETE   ESPAGUETIS PAQUETE 400 G        95.90\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,983.90\\nITBIS RD$           0.00\\nTOTAL RD$           1,983.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2120250\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 49825380\\nCANT. UND. DESCRIPCION IMPORTE\\nArchivado\"}","template_ids":[7],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["03103146779"],"invoice_ids":["inv_2b4a26a36f745fd3d60c"],"observation_id":"obs_c702981c3be0498f440c","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":6.41,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.939,"brightness_factor":1.046,"blur_sigma":0.173,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.7,"jpeg_quality":80,"documents":[{"rotation_deg":-0.482,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14508703635123336017,"difficulty":"hard","split":"train"}
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{"image":"images/607_002147.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131266381\",\"ncf\":\"E441038364753\",\"fecha_comprobante\":\"20250406\",\"monto_facturado\":4406.85,\"itbis_facturado\":793.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5200.08,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00112425376\",\"ncf\":\"B1400170561\",\"fecha_comprobante\":\"20250306\",\"monto_facturado\":23897.00,\"itbis_facturado\":4301.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":2367.40,\"efectivo\":30565.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CASA PILATE BY CAMELIA\\nRNC EMISOR: 133582742\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LINEA AEREA DE SERVICIO EJECUTIVO REGIO\\nRNC CLIENTE: 131266381\\nFACTURA DE CREDITO FISCAL\\nNCF E441038364753\\nFACTURA NO.: 6473340\\nAUTORIZACION: 328525542\\nTELEFONO: 809-982-2083\\nFECHA: 06/04/2025  HORA: 11:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,322.85\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,084.00\\n----------------------------------------------\\nSUBTOTAL RD$        4,406.85\\nITBIS RD$         793.23\\nTOTAL RD$           5,200.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7060813\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 47088284\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nBALICANA\\nRNC EMISOR: 130904219\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANDY OSIRIS RODRIGUEZ CESA\\nRNC CLIENTE: 00112425376\\nFACTURA DE CREDITO FISCAL\\nNCF: B1400170561\\nFACTURA NO.: 0881296\\nAUTORIZACION: 605006386\\nTELEFONO: 809-284-6808\\nFECHA: 06/03/2025  HORA: 14:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING        23,674.00\\n    1  UNIDAD    JUGO NATURAL                   223.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,897.00\\nIMPUESTO ITBIS RD$       4,301.46\\nPROPINA LEGAL RD$     2,367.40\\nTOTAL RD$          30,565.86\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1073924\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 55757381\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[4,11],"business_categories":["comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133582742","130904219"],"invoice_ids":["inv_8eb0f918bb51fc71b1f2","inv_7f49e91c27ba314a0282"],"observation_id":"obs_0cffb82e2519dfd820bd","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.32,"augmentation_metadata":{"downscale_factor":0.874,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.91,"brightness_factor":0.968,"blur_sigma":0.669,"crop_applied":false,"camera_distance_factors":[0.908,0.988],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":69.86,"jpeg_quality":76,"documents":[{"rotation_deg":-3.496,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.841,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7536849084951535689,"difficulty":"medium","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 24016459\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nGRUPO KOEMI\\nGRUPO KOEMI SRL\\nRNC 133606178\\nCLIENTE: APPAREL RECYCLING SRL\\nRNC CLIENTE: 132543203\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446196876234\\nFACTURA NO.: 7056405\\nAUTORIZACION: 984395421\\nTELEFONO: 809-312-5443\\nFECHA: 12/12/2025  HORA: 13:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          293,603.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   10,446.00\\n    1  SERVICIO  COMISION INMOBILIARIA      196,187.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      500,236.00\\nITBIS RD$           0.00\\nTOTAL RD$         500,236.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7377192\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nMILO QUINCALLERIA\\nMILO QUINCALLERIA SRL\\nRNC EMISOR: 131825389\\nCLIENTE: REPUESTOS UNIVERSAL C POR A\\nRNC CLIENTE: 101021022\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329781057133\\nFACTURA NO.: 6228525\\nAUTORIZACION: 412035361\\nTELEFONO: 809-453-1076\\nFECHA: 06/08/2025  HORA: 13:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,977.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,731.80\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,870.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,245.00\\n-------------------------------------------\\nSUB-TOTAL RD$       28,823.80\\nIMPUESTO ITBIS RD$       5,188.28\\nTOTAL RD$          34,012.08\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 4062375\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,11,1],"business_categories":["comercio_general","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00107683740","133606178","131825389"],"invoice_ids":["inv_11e558c39b71cd65b06e","inv_7df88653aa2bb78488c2","inv_d69d6f35fbd85dfcc582"],"observation_id":"obs_5c2263ed8057a7398fb8","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":3.87,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.02,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.82,"jpeg_quality":98,"documents":[{"rotation_deg":0.066,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.098,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.035,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9105456529154936017,"difficulty":"hard","split":"train"}
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{"image":"images/606_002150.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132960882\",\"ncf\":\"E311248057469\",\"fecha_comprobante\":\"20250707\",\"monto_facturado_servicios\":187500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"01800289157\",\"ncf\":\"B1460214349\",\"fecha_comprobante\":\"20251019\",\"monto_facturado_servicios\":47867.50,\"monto_facturado_bienes\":4126.75,\"itbis_facturado\":9358.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"D UREÑA MARKETING & ASESORIAS DUMA\\nD UREÑA MARKETING & ASESORIAS DUMA SRL\\nRNC: 132960882\\nCLIENTE: ELIPS SRL\\nRNC CLIENTE: 131678572\\nFACTURA DE CREDITO FISCAL\\nNCF: E311248057469\\nFACTURA NO.: 9599064\\nAUTORIZACION: 483599643\\nTELEFONO: 809-329-5593\\nFECHA: 07/07/2025  HORA: 10:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  34,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  13,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 140,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      187,500.00\\nITBIS 18% RD$      33,750.00\\nTOTAL RD$         221,250.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6953505\\nGRACIAS POR SU COMPRA\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nCOMEDOR ISIDORA\\nISIDORA PAULINA FELIZ CUEVAS\\nRNC: 01800289157\\nCLIENTE: D ABREU SPEAKCELL & ASOCIADOS SRL\\nRNC CLIENTE: 130742588\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1460214349\\nFACTURA NO.: 6671127\\nAUTORIZACION: 327096765\\nTELEFONO: 809-864-3908\\nFECHA: 19/10/2025  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PIZZA MEDIANA                2,709.00\\n    5  UNIDAD    REFRESCO                       484.75\\n    1  UNIDAD    POSTRE DE LA CASA              188.00\\n    5  UNIDAD    JUGO NATURAL                   745.00\\n    1  SERVICIO  SERVICIO DE CATERING        47,867.50\\n----------------------------------------------\\nSUBTOTAL RD$       51,994.25\\nIMPUESTO ITBIS RD$       9,358.97\\nTOTAL RD$          61,353.22\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5570994\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 28225938\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[1,7],"business_categories":["profesional","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132960882","01800289157"],"invoice_ids":["inv_94fee1b178064f09101b","inv_b8a3c19de76fc0167bf3"],"observation_id":"obs_4f036815563791dd11ed","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.854,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.864,"brightness_factor":1.007,"blur_sigma":0.299,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":76.96,"jpeg_quality":91,"documents":[{"rotation_deg":-2.139,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.159,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9595411815222964431,"difficulty":"hard","split":"train"}
{"image":"images/607_002151.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05400874318\",\"ncf\":\"B1447200014\",\"fecha_comprobante\":\"20241107\",\"monto_facturado\":73000.00,\"itbis_facturado\":13140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":86140.00}],\"ocr\":\"ELIZABETH VICTORIA TEZANOS DE FERNANDEZ\\nRNC EMISOR: 00101520260\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANDY RAMON CACERES AQUINO\\nRNC CLIENTE: 05400874318\\nFACTURA DE CREDITO FISCAL\\nNCF: B1447200014\\nFACTURA NO.: 9543364\\nAUTORIZACION: 113804299\\nTELEFONO: 809-725-2309\\nFECHA: 07/11/2024  HORA: 17:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    73,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       73,000.00\\nIMPUESTO ITBIS RD$      13,140.00\\nTOTAL RD$          86,140.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4079510\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nRECIBIDO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101520260"],"invoice_ids":["inv_e853a26b553b24e0a3e0"],"observation_id":"obs_fccc738f48f03b5182ee","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.641,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.821,"brightness_factor":1.004,"blur_sigma":0.645,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":74,"documents":[{"rotation_deg":-0.424,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12606204466105657798,"difficulty":"hard","split":"train"}
{"image":"images/606_002152.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133470721\",\"ncf\":\"B1424639312\",\"fecha_comprobante\":\"20250312\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":24961.96,\"itbis_facturado\":4493.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SOLUCIONES MARTINEZ F&M\\nSOLUCIONES MARTINEZ F&M SRL\\nRNC EMISOR: 133470721\\nCLIENTE: MIGUELINA ALTAGRACIA CASTRO\\nPOLANCO\\nRNC CLIENTE: 00108568031\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1424639312\\nFACTURA NO.: 5750841\\nAUTORIZACION: 143240884\\nTELEFONO: 809-271-6229\\nFECHA: 12/03/2025  HORA: 10:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,834.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,671.96\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,456.00\\n-------------------------------------------\\nSUBTOTAL RD$       24,961.96\\nITBIS RD$       4,493.15\\nTOTAL RD$          29,455.11\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9824581\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 83885538\\nREVISADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133470721"],"invoice_ids":["inv_fdc6afb8f687a989b655"],"observation_id":"obs_5ce06804246511014548","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.03,"augmentation_metadata":{"downscale_factor":0.916,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.743,"brightness_factor":1.068,"blur_sigma":0.339,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.85,"jpeg_quality":78,"documents":[{"rotation_deg":-1.209,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6573204917667133742,"difficulty":"medium","split":"train"}
{"image":"images/607_002153.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132123212\",\"ncf\":\"B1559740328\",\"fecha_comprobante\":\"20240309\",\"monto_facturado\":21464.50,\"itbis_facturado\":3863.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":25328.11,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430409049\",\"ncf\":\"E441120232098\",\"fecha_comprobante\":\"20250903\",\"monto_facturado\":40754.95,\"itbis_facturado\":7335.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":48090.84,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130886032\",\"ncf\":\"B0163723680\",\"fecha_comprobante\":\"20240311\",\"monto_facturado\":3922.85,\"itbis_facturado\":706.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3292.96,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1336.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KATTERINE & KATTERINE EXPRESS S A\\nRNC EMISOR: 130324842\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARDS GROUP SRL\\nRNC CLIENTE: 132123212\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1559740328\\nFACTURA NO.: 1273497\\nAUTORIZACION: 913688298\\nTELEFONO: 809-937-1206\\nFECHA: 09/03/2024  HORA: 10:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,524.50\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   7,521.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   4,301.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                   8,118.00\\n-------------------------------------------\\nSUBTOTAL RD$       21,464.50\\nITBIS 18% RD$       3,863.61\\nTOTAL RD$          25,328.11\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5871466\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nANAMART ALUMINIOS\\nRNC EMISOR: 132059794\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION PARA EL DESARROLLO\\nINTEGRAL D\\nRNC CLIENTE: 430409049\\nFACTURA DE CREDITO FISCAL\\nNCF E441120232098\\nFACTURA NO.: 8922006\\nAUTORIZACION: 293763432\\nTELEFONO: 809-446-7949\\nFECHA: 03/09/2025  HORA: 14:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  38,690.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,064.95\\n-------------------------------------------\\nSUBTOTAL RD$       40,754.95\\nITBIS RD$       7,335.89\\nTOTAL RD$          48,090.84\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4614163\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 48485899\\n\\n--- FACTURA ---\\n\\nFRANKLIN ALEJANDRO PORTES TAPIA\\nRNC EMISOR: 00100122977\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HACIENDA DON CARLOS SRL\\nRNC CLIENTE: 130886032\\nFACTURA DE CREDITO FISCAL\\nNCF: B0163723680\\nFACTURA NO.: 1759178\\nAUTORIZACION: 512455976\\nTELEFONO: 809-426-6470\\nFECHA: 11/03/2024  HORA: 16:28\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    851.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    869.85\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  2,202.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        3,922.85\\nITBIS 18% RD$         706.11\\nTOTAL RD$           4,628.96\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6099534\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 44700741\"}","template_ids":[5,1,9],"business_categories":["transporte","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130324842","132059794","00100122977"],"invoice_ids":["inv_d4b12a5f4853709e9583","inv_cad2acb27aaa51b92f8b","inv_3e32fb41b1f5a94f1bcb"],"observation_id":"obs_2f64f4b40478d5ae5c48","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.67,"augmentation_metadata":{"downscale_factor":0.775,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.713,"brightness_factor":1.111,"blur_sigma":0.319,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.71,"jpeg_quality":87,"documents":[{"rotation_deg":0.513,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.023,"perspective":0.008,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":1.736,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1197116885991139122,"difficulty":"hard","split":"validation"}
{"image":"images/606_002154.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132261011\",\"ncf\":\"E441717847691\",\"fecha_comprobante\":\"20240920\",\"monto_facturado_servicios\":187500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"LICICOM\\nLICICOM SRL\\nRNC 132261011\\nCLIENTE: JOSE VIRGILIO                  CORDERO \\nRNC CLIENTE: 02800300879\\nFACTURA DE CREDITO FISCAL\\nNCF: E441717847691\\nFACTURA NO.: 6827772\\nAUTORIZACION: 895450369\\nTELEFONO: 809-617-5380\\nFECHA: 20/09/2024  HORA: 16:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           127,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       24,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    36,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      187,500.00\\nITBIS 18% RD$      33,750.00\\nTOTAL RD$         221,250.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8920939\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 69547144\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132261011"],"invoice_ids":["inv_dbd29eb21c85f37935b7"],"observation_id":"obs_01ad3994ddb5357fd7ee","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.807,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.838,"brightness_factor":1.037,"blur_sigma":0.642,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.92,"jpeg_quality":86,"documents":[{"rotation_deg":-0.766,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5077518552896733645,"difficulty":"medium","split":"train"}
{"image":"images/607_002155.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133352656\",\"ncf\":\"E445522390740\",\"fecha_comprobante\":\"20240611\",\"monto_facturado\":909972.95,\"itbis_facturado\":163795.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":1073768.08,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONDOMINIO COSTA ATLANTICA\\nRNC EMISOR: 430435066\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUARDERIA INFANTIL APRENDIENDO CON ANDR\\nRNC CLIENTE: 133352656\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445522390740\\nFACTURA NO.: 0242942\\nAUTORIZACION: 337252022\\nTELEFONO: 809-802-4364\\nFECHA: 11/06/2024  HORA: 08:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   21,344.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   26,609.00\\n    5  MES       ALQUILER DE LOCAL          596,530.00\\n    1  SERVICIO  COMISION INMOBILIARIA      243,624.95\\n    1  SERVICIO  TASACION DE PROPIEDAD       21,865.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      909,972.95\\nITBIS RD$     163,795.13\\nTOTAL RD$       1,073,768.08\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 2669277\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 13857492\\nDETALLE DE SERVICIOS\\nCargo almacen\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430435066"],"invoice_ids":["inv_3c949365705c1aa1f77a"],"observation_id":"obs_998a3aafffaa1e66fa8b","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.896,"brightness_factor":1.048,"blur_sigma":0.253,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.15,"jpeg_quality":75,"documents":[{"rotation_deg":-0.804,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13192612405753111226,"difficulty":"hard","split":"train"}
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{"image":"images/606_002162.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133399245\",\"ncf\":\"E322404995680\",\"fecha_comprobante\":\"20241002\",\"monto_facturado_servicios\":1337.95,\"monto_facturado_bienes\":2070.00,\"itbis_facturado\":613.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"D' CABRERA INFANTE REPARACIONES\\nD' CABRERA INFANTE REPARACIONES SRL\\nRNC EMISOR: 133399245\\nCLIENTE: JOSE RAMON ESPINAL MARCELO\\nRNC CLIENTE: 03103127480\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322404995680\\nFACTURA NO.: 0515741\\nAUTORIZACION: 113476468\\nTELEFONO: 809-788-9434\\nFECHA: 02/10/2024  HORA: 16:57\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                  2,070.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,337.95\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        3,407.95\\nITBIS RD$         613.43\\nTOTAL RD$           4,021.38\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6747122\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 25799141\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133399245"],"invoice_ids":["inv_32021e125fb0f5453bf7"],"observation_id":"obs_19a1939a658b56680127","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.001,"brightness_factor":1.01,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.98,"jpeg_quality":98,"documents":[{"rotation_deg":-0.127,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4078464692794206417,"difficulty":"clean","split":"train"}
{"image":"images/607_002163.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132982169\",\"ncf\":\"E312826746502\",\"fecha_comprobante\":\"20241130\",\"monto_facturado\":25243.94,\"itbis_facturado\":4543.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":29787.85,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA FERNANDA GUERRERO ALCALA\\nRNC EMISOR: 40243071095\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NZ COLLECTION SRL\\nRNC CLIENTE: 132982169\\nFACTURA DE CREDITO FISCAL\\nNCF E312826746502\\nFACTURA NO.: 7133984\\nAUTORIZACION: 678028485\\nTELEFONO: 809-249-5755\\nFECHA: 30/11/2024  HORA: 10:34\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    CAMISA DE VESTIR\\n                                                 10,092.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                                  1,325.99\\n    2  UNIDAD    GORRA BORDADA\\n                                                  1,061.98\\n    4  UNIDAD    CALZADO CASUAL\\n                                                  6,956.00\\n    3  UNIDAD    PANTALON CASUAL\\n                                                  5,807.97\\n----------------------------------------------------------\\nSUBTOTAL RD$       25,243.94\\nITBIS RD$       4,543.91\\nTOTAL RD$          29,787.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2944307\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["40243071095"],"invoice_ids":["inv_2dff4f8f553da0832415"],"observation_id":"obs_e6ee5af5af2fdae1492f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":9.37,"augmentation_metadata":{"downscale_factor":0.634,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":1.059,"brightness_factor":0.889,"blur_sigma":0.446,"crop_applied":true,"camera_distance_factors":[0.92],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.87,"jpeg_quality":90,"documents":[{"rotation_deg":-1.682,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4684668405304998982,"difficulty":"medium","split":"train"}
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{"image":"images/607_002165.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133689979\",\"ncf\":\"B1559219614\",\"fecha_comprobante\":\"20240816\",\"monto_facturado\":169500.00,\"itbis_facturado\":30510.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":16950.00,\"efectivo\":216960.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00107469710\",\"ncf\":\"E459792783535\",\"fecha_comprobante\":\"20241219\",\"monto_facturado\":4313.00,\"itbis_facturado\":776.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5089.34,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SGC SERVICIOS GARANTIA Y CALIDAD\\nRNC EMISOR: 130478031\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VISTA DORADA COUNTRY CLUB JPV SRL\\nRNC CLIENTE: 133689979\\nFACTURA DE CREDITO FISCAL\\nNCF B1559219614\\nFACTURA NO.: 3195042\\nAUTORIZACION: 728184343\\nTELEFONO: 809-372-9160\\nFECHA: 16/08/2024  HORA: 16:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                   8,000.00\\n    3  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  22,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  94,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  44,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      169,500.00\\nITBIS 18% RD$      30,510.00\\nPROPINA LEGAL RD$    16,950.00\\nTOTAL RD$         216,960.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3820475\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 73427810\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nAQUARENT\\nRNC EMISOR: 132882873\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS GERMAN MONTILLA BELTRE\\nRNC CLIENTE: 00107469710\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459792783535\\nFACTURA NO.: 7345853\\nAUTORIZACION: 444858136\\nTELEFONO: 809-328-4754\\nFECHA: 19/12/2024  HORA: 15:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,983.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     330.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,313.00\\nITBIS RD$         776.34\\nTOTAL RD$           5,089.34\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1022717\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 25879643\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130478031","132882873"],"invoice_ids":["inv_82b1522c6d6e1e7b9e9a","inv_4ed0b27e9430f1b5defb"],"observation_id":"obs_3cbcb67b6f9097aa963a","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.88,"augmentation_metadata":{"downscale_factor":0.94,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":1.027,"brightness_factor":0.985,"blur_sigma":0.145,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":46.58,"jpeg_quality":94,"documents":[{"rotation_deg":-0.628,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.451,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11207576271558027332,"difficulty":"medium","split":"train"}
{"image":"images/606_002166.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132866568\",\"ncf\":\"B0173784875\",\"fecha_comprobante\":\"20251201\",\"monto_facturado_servicios\":27411.50,\"monto_facturado_bienes\":11279.97,\"itbis_facturado\":6964.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"40242960629\",\"ncf\":\"E327630146269\",\"fecha_comprobante\":\"20251008\",\"monto_facturado_servicios\":1643.50,\"monto_facturado_bienes\":989.90,\"itbis_facturado\":474.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"RESIST NETWORK SRL\\nRESIST NETWORK SRL\\nRNC: 132866568\\nCLIENTE: HECTOR DE JESUS PERALTA RODRIGUEZ\\nRNC CLIENTE: 03600348530\\nFACTURA DE CREDITO FISCAL\\nNCF: B0173784875\\nFACTURA NO.: 3936848\\nAUTORIZACION: 187351031\\nTELEFONO: 809-627-5854\\nFECHA: 01/12/2025  HORA: 14:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  SERVICIO  IMPRESION FULL COLOR        14,295.00\\n    3  UNIDAD    TARJETAS DE PRESENTACION    11,279.97\\n    1  SERVICIO  GESTION DE REDES SOCIALES   13,116.50\\n----------------------------------------------\\nSUB-TOTAL RD$       38,691.47\\nIMPUESTO ITBIS RD$       6,964.46\\nTOTAL RD$          45,655.93\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 1472496\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 79592481\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nPEGGY COROMOTO SILVERA GUTIERREZ\\nPEGGY COROMOTO SILVERA GUTIERREZ\\nRNC: 40242960629\\nCLIENTE: PABLO JOSE RODRIGUEZ GRANDGERARD\\nRNC CLIENTE: 00102044039\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327630146269\\nFACTURA NO.: 7183040\\nAUTORIZACION: 199415005\\nTELEFONO: 809-712-9818\\nFECHA: 08/10/2025  HORA: 15:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO\\n                                   1,643.50\\n    2  UNIDAD    CHAMPU PROFESIONAL\\n                                     989.90\\n-------------------------------------------\\nSUB-TOTAL RD$        2,633.40\\nIMPUESTO ITBIS RD$         474.01\\nTOTAL RD$           3,107.41\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6469045\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 87985020\\nREVISADO\\nEntregado\"}","template_ids":[7,0],"business_categories":["publicidad_impresion","belleza"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132866568","40242960629"],"invoice_ids":["inv_f8bb8567b4c0891b60e9","inv_cc27583a93cc188df62b"],"observation_id":"obs_22d9eaec66ee410b950e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.85,"augmentation_metadata":{"downscale_factor":0.832,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":1.088,"brightness_factor":1.059,"blur_sigma":0.598,"crop_applied":false,"camera_distance_factors":[0.941,0.886],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.79,"jpeg_quality":74,"documents":[{"rotation_deg":-2.373,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":3.607,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":466373449945844945,"difficulty":"medium","split":"validation"}
{"image":"images/607_002167.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01200903738\",\"ncf\":\"E321449237699\",\"fecha_comprobante\":\"20240615\",\"monto_facturado\":67500.00,\"itbis_facturado\":12150.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":57051.82,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":22598.18,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00111388369\",\"ncf\":\"B0207981094\",\"fecha_comprobante\":\"20250816\",\"monto_facturado\":71500.00,\"itbis_facturado\":12870.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":84370.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SINDICATO UNIDO DE TRABAJADORES DE LA CONS\\nRNC EMISOR: 430090964\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MELVIN MIGUEL DE LA ROSA MONTERO\\nRNC CLIENTE: 01200903738\\nFACTURA DE CREDITO FISCAL\\nNCF: E321449237699\\nFACTURA NO.: 5287624\\nAUTORIZACION: 702948831\\nTELEFONO: 809-964-1194\\nFECHA: 15/06/2024  HORA: 08:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES    9,000.00\\n    1  PROYECTO  DISENO DE PLANOS            58,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       67,500.00\\nITBIS RD$      12,150.00\\nTOTAL RD$          79,650.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9185053\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 89577496\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCHT\\nRNC EMISOR: 130903042\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GENARO DOTEL\\nRNC CLIENTE: 00111388369\\nFACTURA DE CREDITO FISCAL\\nNCF B0207981094\\nFACTURA NO.: 2464148\\nAUTORIZACION: 421815904\\nTELEFONO: 809-905-6112\\nFECHA: 16/08/2025  HORA: 13:48\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 59,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                 12,500.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       71,500.00\\nIMPUESTO ITBIS RD$      12,870.00\\nTOTAL RD$          84,370.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5204517\\nGRACIAS POR SU COMPRA\"}","template_ids":[2,9],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430090964","130903042"],"invoice_ids":["inv_5b0c2fc28832ab1097be","inv_f96d9595f6a7c96579d3"],"observation_id":"obs_a239056e48246a2b9cab","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.98,"augmentation_metadata":{"downscale_factor":0.721,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.626,"brightness_factor":1.08,"blur_sigma":0.449,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.46,"jpeg_quality":83,"documents":[{"rotation_deg":1.225,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.695,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8132707528938025488,"difficulty":"medium","split":"train"}
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{"image":"images/606_002182.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131229352\",\"ncf\":\"E452463069561\",\"fecha_comprobante\":\"20250901\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4846.00,\"itbis_facturado\":872.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132791703\",\"ncf\":\"E454593297865\",\"fecha_comprobante\":\"20250917\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1505.00,\"itbis_facturado\":270.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"BAVARO LOBSTER\\nBAVARO LOBSTER SRL\\nRNC EMISOR: 131229352\\nCLIENTE: FERNANDEZ FERMIN C POR A\\nRNC CLIENTE: 122013415\\nFACTURA DE CREDITO FISCAL\\nNCF E452463069561\\nFACTURA NO.: 9688598\\nAUTORIZACION: 839730363\\nTELEFONO: 809-306-9030\\nFECHA: 01/09/2025  HORA: 15:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PIZZA MEDIANA                4,846.00\\n----------------------------------------------\\nSUBTOTAL RD$        4,846.00\\nIMPUESTO ITBIS RD$         872.28\\nTOTAL RD$           5,718.28\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1362469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 36889268\\n\\n--- FACTURA ---\\n\\nGC GLENYS TRAVELING TOURS\\nGC GLENYS TRAVELING TOURS SRL\\nRNC: 132791703\\nCLIENTE: ELADIO MERCEDES DILONE PERALTA\\nRNC CLIENTE: 03101452211\\nFACTURA DE CREDITO FISCAL\\nNCF: E454593297865\\nFACTURA NO.: 5461280\\nAUTORIZACION: 479269985\\nTELEFONO: 809-798-5241\\nFECHA: 17/09/2025  HORA: 16:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,505.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,505.00\\nITBIS 18% RD$         270.90\\nTOTAL RD$           1,775.90\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3227873\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 93842278\"}","template_ids":[13,0],"business_categories":["restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131229352","132791703"],"invoice_ids":["inv_c923537571be7e9ef1ab","inv_2fc7925c89a5f609e504"],"observation_id":"obs_92fcc32ef379eca07d47","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":4.76,"augmentation_metadata":{"downscale_factor":0.68,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.016,"brightness_factor":0.846,"blur_sigma":0.736,"crop_applied":false,"camera_distance_factors":[0.942,0.991],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":62.51,"jpeg_quality":73,"documents":[{"rotation_deg":-0.567,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.653,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5618847543336638123,"difficulty":"medium","split":"train"}
{"image":"images/607_002183.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131728871\",\"ncf\":\"B0256124458\",\"fecha_comprobante\":\"20250724\",\"monto_facturado\":6331.00,\"itbis_facturado\":1139.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":7470.58,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE MANUEL DE JESUS FIALLO MEJIA\\nRNC EMISOR: 00115231326\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO LUNESA SRL\\nRNC CLIENTE: 131728871\\nFACTURA DE CREDITO FISCAL\\nNCF: B0256124458\\nFACTURA NO.: 4517484\\nAUTORIZACION: 176097819\\nTELEFONO: 809-629-2394\\nFECHA: 24/07/2025  HORA: 08:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  SERVICIO  SERVICIO DE ENTREGA          3,735.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,596.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,331.00\\nITBIS 18% RD$       1,139.58\\nTOTAL RD$           7,470.58\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 8590113\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 43370899\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00115231326"],"invoice_ids":["inv_e16840813f59e6d7906c"],"observation_id":"obs_f3b4929651aae92e66d2","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.94,"augmentation_metadata":{"downscale_factor":0.707,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.734,"brightness_factor":1.063,"blur_sigma":0.267,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":28.17,"jpeg_quality":87,"documents":[{"rotation_deg":-0.338,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4457352375931969818,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 57477874\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\\n\\n--- FACTURA ---\\n\\nBGLG VENTURES\\nRNC EMISOR: 132691334\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OPTICA CLARITEC SRL\\nRNC CLIENTE: 132155831\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454190095642\\nFACTURA NO.: 9852730\\nAUTORIZACION: 950310210\\nTELEFONO: 809-499-9417\\nFECHA: 12/07/2025  HORA: 10:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA       13,000.00\\n    2  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      620.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION   23,749.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$       37,369.99\\nITBIS RD$       6,726.60\\nTOTAL RD$          44,096.59\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9966229\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 51857800\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nOK\"}","template_ids":[4,0,11],"business_categories":["profesional","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04801025331","101125667","132691334"],"invoice_ids":["inv_b6f71cdbf49e8c7f1cb0","inv_2a67367b1c61c19fc2c4","inv_75e74f15d4a0dadb9e53"],"observation_id":"obs_4a179a5add83d1ee25c7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.73,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.895,"brightness_factor":0.88,"blur_sigma":0.492,"crop_applied":true,"camera_distance_factors":[0.89,0.898,0.914],"legibility_scale_corrections":[0.0049,0.0,0.0],"final_contrast_stddev":45.26,"jpeg_quality":78,"documents":[{"rotation_deg":3.015,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.051,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.652,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":5538493626342256887,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 90540156\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVerificado\\n\\n--- FACTURA ---\\n\\nINVERSIONES RAMIREZ SIERRO SA\\nINVERSIONES RAMIREZ SIERRO SA\\nRNC: 130435901\\nCLIENTE: NANCY SUCCETY BRITO GUERRERO DE SUERO\\nRNC CLIENTE: 02600658997\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0162854576\\nFACTURA NO.: 2392921\\nAUTORIZACION: 422751216\\nTELEFONO: 809-962-1170\\nFECHA: 24/11/2024  HORA: 17:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   22,948.00\\n    2  SERVICIO  COMISION INMOBILIARIA      486,370.00\\n    4  MES       ALQUILER DE LOCAL          521,072.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   13,391.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$    1,043,781.00\\nITBIS RD$     187,880.58\\nTOTAL RD$       1,231,661.58\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6729385\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 67863892\\nREVISADO\\n\\n--- FACTURA ---\\n\\nASUNCION PIMENTEL INVESTMENT\\nASUNCION PIMENTEL INVESTMENT SRL\\nRNC EMISOR: 130616299\\nCLIENTE: JAGODA S A\\nRNC CLIENTE: 105083353\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1593735310\\nFACTURA NO.: 4284878\\nAUTORIZACION: 496692691\\nTELEFONO: 809-699-8802\\nFECHA: 08/11/2024  HORA: 17:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  LIBRA     CAFE MOLIDO 1 LB\\n                                     753.00\\n    5  LIBRA     HARINA DE TRIGO LIBRA\\n                                     150.00\\n    5  UNIDAD    REFRESCO 2.5 LITROS\\n                                     612.50\\n    1  UNIDAD    DETERGENTE EN POLVO\\n                                     125.50\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     129.95\\n-------------------------------------------\\nSUB-TOTAL RD$        1,770.95\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           1,770.95\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 609122\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_002207.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03400301952\",\"ncf\":\"E451367859360\",\"fecha_comprobante\":\"20241128\",\"monto_facturado\":227500.00,\"itbis_facturado\":40950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":268450.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131117198\",\"ncf\":\"E444581750151\",\"fecha_comprobante\":\"20251222\",\"monto_facturado\":11445.75,\"itbis_facturado\":2060.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":13505.99}],\"ocr\":\"ZURITA & ASOCIADOS\\nRNC EMISOR: 130772691\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HECTOR ANTONIO MARTINEZ TORRES\\nRNC CLIENTE: 03400301952\\nFACTURA DE CREDITO FISCAL\\nNCF: E451367859360\\nFACTURA NO.: 4943260\\nAUTORIZACION: 25608343\\nTELEFONO: 809-483-5133\\nFECHA: 28/11/2024  HORA: 09:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA        110,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    72,500.00\\n    1  SERVICIO  ASESORIA TECNICA            10,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       18,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      227,500.00\\nITBIS 18% RD$      40,950.00\\nTOTAL RD$         268,450.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4192854\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 86306593\\nDETALLE DE SERVICIOS\\nArchivado\\n\\n--- FACTURA ---\\n\\nPEDRO ANTONIO TORRES\\nRNC EMISOR: 00112552203\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DREMPORIUM SRL\\nRNC CLIENTE: 131117198\\nFACTURA DE CREDITO FISCAL\\nNCF: E444581750151\\nFACTURA NO.: 0570641\\nAUTORIZACION: 338613181\\nTELEFONO: 809-692-8445\\nFECHA: 22/12/2025  HORA: 12:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     546.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     815.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,084.75\\n-------------------------------------------\\nSUB-TOTAL RD$       11,445.75\\nITBIS RD$       2,060.24\\nTOTAL RD$          13,505.99\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 4657555\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130772691","00112552203"],"invoice_ids":["inv_7713789ee92ab77f97fa","inv_029d745154efd9c68654"],"observation_id":"obs_9f0687662bc072ace119","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":4.49,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.936,"brightness_factor":0.943,"blur_sigma":0.237,"crop_applied":false,"camera_distance_factors":[0.896,0.97],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.64,"jpeg_quality":93,"documents":[{"rotation_deg":0.96,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.705,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":13459972108246739673,"difficulty":"medium","split":"train"}
{"image":"images/606_002208.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101065532\",\"ncf\":\"E441461363457\",\"fecha_comprobante\":\"20250612\",\"monto_facturado_servicios\":5718.00,\"monto_facturado_bienes\":6539.00,\"itbis_facturado\":2206.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"105033755\",\"ncf\":\"E323768901235\",\"fecha_comprobante\":\"20240401\",\"monto_facturado_servicios\":587647.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"BICI MOTO S A\\nBICI MOTO S A\\nRNC 101065532\\nCLIENTE: INDERMERICA SRL\\nRNC CLIENTE: 131211763\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441461363457\\nFACTURA NO.: 2762858\\nAUTORIZACION: 645752725\\nTELEFONO: 809-610-8415\\nFECHA: 12/06/2025  HORA: 11:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   6,539.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   3,358.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   2,360.00\\n-------------------------------------------\\nSUBTOTAL RD$       12,257.00\\nITBIS 18% RD$       2,206.26\\nTOTAL RD$          14,463.26\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 1344328\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nINVERSIONES MONTE VERDE SRL\\nINVERSIONES MONTE VERDE SRL\\nRNC 105033755\\nCLIENTE: SUPER COLMADO MIGUEL LA BENDICION DE SA\\nRNC CLIENTE: 133235242\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323768901235\\nFACTURA NO.: 5094556\\nAUTORIZACION: 171150594\\nTELEFONO: 809-260-1917\\nFECHA: 01/04/2024  HORA: 12:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       26,884.50\\n    1  SERVICIO  COMISION INMOBILIARIA      211,933.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   12,420.95\\n    3  MES       ALQUILER DE LOCAL          323,115.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   13,294.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$      587,647.95\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         587,647.95\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1892493\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 24127233\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["automotriz","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101065532","105033755"],"invoice_ids":["inv_2c27b77187e9251ebea6","inv_38ad33bc4206102291fc"],"observation_id":"obs_1ee9cedbdd99eb70b9ad","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.019,"brightness_factor":1.019,"blur_sigma":0.096,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.78,"jpeg_quality":93,"documents":[{"rotation_deg":-0.148,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.343,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4616715180957681594,"difficulty":"medium","split":"train"}
{"image":"images/607_002209.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101796987\",\"ncf\":\"E449691094918\",\"fecha_comprobante\":\"20241224\",\"monto_facturado\":23574.65,\"itbis_facturado\":4243.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":27818.09,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FERMINA PILIER CONCEPCION\\nRNC EMISOR: 02600047258\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PLAGAS QUIL SRL\\nRNC CLIENTE: 101796987\\nFACTURA DE CREDITO FISCAL\\nNCF E449691094918\\nFACTURA NO.: 0462634\\nAUTORIZACION: 503486509\\nTELEFONO: 809-890-7796\\nFECHA: 24/12/2024  HORA: 11:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA            676.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           263.00\\n    5  SERVICIO  SERVICIO DE ENTREGA          3,714.75\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,155.00\\n    2  UNIDAD    EQUIPO ELECTRICO            12,765.90\\n----------------------------------------------\\nSUBTOTAL RD$       23,574.65\\nITBIS 18% RD$       4,243.44\\nTOTAL RD$          27,818.09\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7679041\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 31157476\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02600047258"],"invoice_ids":["inv_69b494f5e2a0a3822fe8"],"observation_id":"obs_1a2b4609fdb8645f09bf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":5.66,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":1.077,"brightness_factor":0.861,"blur_sigma":0.823,"crop_applied":false,"camera_distance_factors":[0.897],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.33,"jpeg_quality":82,"documents":[{"rotation_deg":-1.879,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15360086720150232786,"difficulty":"medium","split":"validation"}
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{"image":"images/607_002211.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00103455713\",\"ncf\":\"E310762250488\",\"fecha_comprobante\":\"20240919\",\"monto_facturado\":211500.00,\"itbis_facturado\":38070.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":249570.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRILANGA\\nRNC EMISOR: 131803784\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON RAFAEL FELIX SANTANA\\nRNC CLIENTE: 00103455713\\nFACTURA DE CREDITO FISCAL\\nNCF E310762250488\\nFACTURA NO.: 6946004\\nAUTORIZACION: 633761422\\nTELEFONO: 809-707-5412\\nFECHA: 19/09/2024  HORA: 17:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  50,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  71,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  27,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  33,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  30,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      211,500.00\\nIMPUESTO ITBIS RD$      38,070.00\\nTOTAL RD$         249,570.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7001114\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131803784"],"invoice_ids":["inv_c6f5b5983af4a713058a"],"observation_id":"obs_9e1a6b8d6f2fae08c5c5","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.7,"augmentation_metadata":{"downscale_factor":0.77,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.859,"brightness_factor":1.068,"blur_sigma":0.489,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.16,"jpeg_quality":74,"documents":[{"rotation_deg":0.586,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3200273944871208251,"difficulty":"hard","split":"train"}
{"image":"images/606_002212.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"104014421\",\"ncf\":\"E442731201650\",\"fecha_comprobante\":\"20240407\",\"monto_facturado_servicios\":1446.95,\"monto_facturado_bienes\":8509.50,\"itbis_facturado\":1792.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SUPERMERCADO ALMONTE C POR A\\nSUPERMERCADO ALMONTE C POR A\\nRNC EMISOR: 104014421\\nCLIENTE: LINEAS RIOMAR S A\\nRNC CLIENTE: 101556919\\nFACTURA DE CREDITO FISCAL\\nNCF: E442731201650\\nFACTURA NO.: 6199158\\nAUTORIZACION: 602972411\\nTELEFONO: 809-893-2955\\nFECHA: 07/04/2024  HORA: 19:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,192.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     386.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,516.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,446.95\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,415.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,956.45\\nITBIS 18% RD$       1,792.16\\nTOTAL RD$          11,748.61\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1637562\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 48807996\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["104014421"],"invoice_ids":["inv_49d729f73f93a34608eb"],"observation_id":"obs_ab82edee57800696ee26","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.7,"augmentation_metadata":{"downscale_factor":0.962,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.984,"brightness_factor":0.974,"blur_sigma":0.238,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":91,"documents":[{"rotation_deg":-0.135,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9554355762824456905,"difficulty":"light","split":"train"}
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{"image":"images/606_002214.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132190335\",\"ncf\":\"E315087309275\",\"fecha_comprobante\":\"20250520\",\"monto_facturado_servicios\":3308.85,\"monto_facturado_bienes\":13860.80,\"itbis_facturado\":3090.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"102011389\",\"ncf\":\"B1489187778\",\"fecha_comprobante\":\"20251026\",\"monto_facturado_servicios\":21093.00,\"monto_facturado_bienes\":5649.50,\"itbis_facturado\":4456.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00101937043\",\"ncf\":\"E318390979912\",\"fecha_comprobante\":\"20250707\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":624.75,\"itbis_facturado\":112.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GARFEX MEDICAL\\nGARFEX MEDICAL SRL\\nRNC 132190335\\nCLIENTE: CESAR AUGUSTO SAVIÑON BARGALLO\\nRNC CLIENTE: 00101037596\\nFACTURA DE CREDITO FISCAL\\nNCF E315087309275\\nFACTURA NO.: 6015472\\nAUTORIZACION: 640840242\\nTELEFONO: 809-495-7961\\nFECHA: 20/05/2025  HORA: 17:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          5,505.00\\n    4  UNIDAD    EQUIPO ELECTRICO             8,355.80\\n    3  SERVICIO  SERVICIO DE ENTREGA          3,308.85\\n----------------------------------------------\\nSUB-TOTAL RD$       17,169.65\\nITBIS 18% RD$       3,090.54\\nTOTAL RD$          20,260.19\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7274681\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 87580883\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPagado\\n\\n--- FACTURA ---\\n\\nESPINAL Y ESTEVEZ C POR A\\nESPINAL Y ESTEVEZ C POR A\\nRNC 102011389\\nCLIENTE: ENLACE CON DIOS RADIO SRL\\nRNC CLIENTE: 132274636\\nFACTURA DE CREDITO FISCAL\\nNCF B1489187778\\nFACTURA NO.: 4817077\\nAUTORIZACION: 892881268\\nTELEFONO: 809-529-4280\\nFECHA: 26/10/2025  HORA: 10:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  QUINTAL   ARROZ EN CASCARA             1,961.50\\n    2  UNIDAD    FERTILIZANTE AGRICOLA        3,664.00\\n    1  UNIDAD    PLATANO BARAHONERO              24.00\\n    1  SERVICIO  SERVICIO DE COSECHA         21,093.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       26,742.50\\nITBIS RD$       4,456.26\\nTOTAL RD$          31,198.76\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1860378\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 40057481\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nDOMINGA REYES\\nDOMINGA REYES\\nRNC EMISOR: 00101937043\\nCLIENTE: SOCIEDAD MR DE INGENIERIA SRL\\nRNC CLIENTE: 124006724\\nFACTURA DE CREDITO FISCAL\\nNCF: E318390979912\\nFACTURA NO.: 5311978\\nAUTORIZACION: 177427132\\nTELEFONO: 809-593-5049\\nFECHA: 07/07/2025  HORA: 10:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    BOMBILLO LED 9 W               624.75\\n----------------------------------------------\\nSUB-TOTAL RD$          624.75\\nITBIS 18% RD$         112.46\\nTOTAL RD$             737.21\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6920925\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 93105793\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[6,11,10],"business_categories":["comercio_general","agricultura","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["proconsumidor_ferreteria_2025"]],"issuer_rncs":["132190335","102011389","00101937043"],"invoice_ids":["inv_92593d47004d47ee742f","inv_ea3b497a95321669f5db","inv_aa2ae83fb69d65b38d69"],"observation_id":"obs_af3beb33a063e632d58c","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.726,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.651,"brightness_factor":1.097,"blur_sigma":0.501,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.47,"jpeg_quality":82,"documents":[{"rotation_deg":0.848,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.171,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.623,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":8145791653633055918,"difficulty":"hard","split":"train"}
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{"image":"images/607_002217.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130752524\",\"ncf\":\"E447747726760\",\"fecha_comprobante\":\"20241123\",\"monto_facturado\":12175.91,\"itbis_facturado\":2191.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5046.02,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9321.55,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131785344\",\"ncf\":\"B0135270383\",\"fecha_comprobante\":\"20240907\",\"monto_facturado\":10113.79,\"itbis_facturado\":1820.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11934.27,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INGENIERIA Y CONSTRUCCIONES ESPECIALES ICE\\nRNC EMISOR: 130827712\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INTEGRACION Y DESARROLLO TECNOLOGICA PS\\nRNC CLIENTE: 130752524\\nFACTURA DE CREDITO FISCAL\\nNCF E447747726760\\nFACTURA NO.: 7263932\\nAUTORIZACION: 425849942\\nTELEFONO: 809-745-5569\\nFECHA: 23/11/2024  HORA: 15:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    6  UNIDAD    TOMA CORRIENTE DOBLE         1,299.00\\n    4  UNIDAD    BOMBILLO LED 9 W               591.96\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    4,500.00\\n    2  DIA       ALQUILER TALADRO PERCUTOR    2,524.00\\n    1  QUINTAL   VARILLA CORRUGADA 3/8        3,260.95\\n----------------------------------------------\\nSUBTOTAL RD$       12,175.91\\nITBIS 18% RD$       2,191.66\\nTOTAL RD$          14,367.57\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1562594\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 91866807\\nEntregado\\n\\n--- FACTURA ---\\n\\nESMARLYN NATHALY VIDAL DE LOS SANTOS\\nRNC EMISOR: 00800301129\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRIMARE DOMINICANA SRL\\nRNC CLIENTE: 131785344\\nFACTURA DE CREDITO FISCAL\\nNCF B0135270383\\nFACTURA NO.: 4160920\\nAUTORIZACION: 961138716\\nTELEFONO: 809-910-6702\\nFECHA: 07/09/2024  HORA: 15:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     573.99\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   6,160.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     604.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,775.80\\n-------------------------------------------\\nSUBTOTAL RD$       10,113.79\\nITBIS RD$       1,820.48\\nTOTAL RD$          11,934.27\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5826461\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 83599245\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCopia cliente\"}","template_ids":[13,5],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["130827712","00800301129"],"invoice_ids":["inv_96a4062f96a7ed0abafd","inv_1561acc597a0afd1cfbf"],"observation_id":"obs_38da819cb5c13d81b759","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.797,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":0.894,"brightness_factor":1.093,"blur_sigma":0.603,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.84,"jpeg_quality":74,"documents":[{"rotation_deg":-0.601,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.104,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":4161778533919010869,"difficulty":"hard","split":"validation"}
{"image":"images/606_002218.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430395811\",\"ncf\":\"B0236443032\",\"fecha_comprobante\":\"20251118\",\"monto_facturado_servicios\":26500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"122005196\",\"ncf\":\"E446034215254\",\"fecha_comprobante\":\"20250514\",\"monto_facturado_servicios\":1729.99,\"monto_facturado_bienes\":5029.80,\"itbis_facturado\":1216.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"CENTRO DE FE Y RESURRECCION JUAN 11 25\\nCENTRO DE FE Y RESURRECCION JUAN 11 25\\nRNC 430395811\\nCLIENTE: RUBEN MENDOZA MENDOZA\\nRNC CLIENTE: 00112080841\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0236443032\\nFACTURA NO.: 3673626\\nAUTORIZACION: 152469256\\nTELEFONO: 809-275-4345\\nFECHA: 18/11/2025  HORA: 18:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   26,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,500.00\\nITBIS RD$       4,770.00\\nTOTAL RD$          31,270.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8468962\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 46542221\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTRANSPORTE RAFAEL GRACIANO\\nTRANSPORTE RAFAEL GRACIANO SRL\\nRNC EMISOR: 122005196\\nCLIENTE: INVERSIONES ENCARNACION SANTIAGO SRL\\nRNC CLIENTE: 132124863\\nFACTURA DE CREDITO FISCAL\\nNCF E446034215254\\nFACTURA NO.: 1875251\\nAUTORIZACION: 838324587\\nTELEFONO: 809-897-4077\\nFECHA: 14/05/2025  HORA: 18:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,729.99\\n    1  UNIDAD    JUEGO DE PASTILLAS DE FRENO    3,034.95\\n    3  UNIDAD    FILTRO DE ACEITE             1,994.85\\n----------------------------------------------\\nSUB-TOTAL RD$        6,759.79\\nITBIS RD$       1,216.76\\nTOTAL RD$           7,976.55\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 704670\\nGRACIAS POR SU COMPRA\\nTRG\"}","template_ids":[4,3],"business_categories":["profesional","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430395811","122005196"],"invoice_ids":["inv_f6bb828aa9787a654d64","inv_c27ff398ff9f2645f20c"],"observation_id":"obs_2582edf0683d05bb0f24","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":4.36,"augmentation_metadata":{"downscale_factor":0.67,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.961,"brightness_factor":1.055,"blur_sigma":0.617,"crop_applied":false,"camera_distance_factors":[0.973,0.91],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":74.47,"jpeg_quality":80,"documents":[{"rotation_deg":0.421,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.173,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"TRG"}]},"num_invoices":2,"seed":666605438834279545,"difficulty":"very_hard","split":"test"}
{"image":"images/607_002219.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130177007\",\"ncf\":\"E314626945114\",\"fecha_comprobante\":\"20250422\",\"monto_facturado\":51500.00,\"itbis_facturado\":9270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":60770.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TV CANAL SUR ARCO\\nRNC EMISOR: 132519752\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZENAIDA DE JESUS ORTIZ REYES\\nRNC CLIENTE: 130177007\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314626945114\\nFACTURA NO.: 3539191\\nAUTORIZACION: 739259742\\nTELEFONO: 809-920-1509\\nFECHA: 22/04/2025  HORA: 13:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       2,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   30,000.00\\n    1  VISITA    INSPECCION TECNICA          19,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       51,500.00\\nITBIS 18% RD$       9,270.00\\nTOTAL RD$          60,770.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6963091\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 94006092\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132519752"],"invoice_ids":["inv_77b98a469daab9b74a75"],"observation_id":"obs_760e7231e7cf89ecfeb1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.97,"augmentation_metadata":{"downscale_factor":0.971,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.036,"brightness_factor":1.019,"blur_sigma":0.234,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.31,"jpeg_quality":90,"documents":[{"rotation_deg":0.138,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5221602947678998437,"difficulty":"light","split":"train"}
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{"image":"images/607_002221.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03103273920\",\"ncf\":\"B1581165768\",\"fecha_comprobante\":\"20240104\",\"monto_facturado\":94000.00,\"itbis_facturado\":16920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":110920.00},{\"rnc\":\"00109104000\",\"ncf\":\"E459114506285\",\"fecha_comprobante\":\"20250808\",\"monto_facturado\":2682.00,\"itbis_facturado\":482.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3164.76,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MEI-LIN JOA DE ROJAS\\nRNC EMISOR: 00117977108\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS AUGUSTO BORBON GONZALEZ\\nRNC CLIENTE: 03103273920\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1581165768\\nFACTURA NO.: 6382764\\nAUTORIZACION: 747141608\\nTELEFONO: 809-815-6929\\nFECHA: 04/01/2024  HORA: 17:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    36,500.00\\n    1  SERVICIO  ASESORIA TECNICA            10,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   13,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    34,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       94,000.00\\nITBIS 18% RD$      16,920.00\\nTOTAL RD$         110,920.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6012967\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 65012145\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPRESTAMOS E INVERSIONES RANDY E&T\\nRNC EMISOR: 132936663\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSA MARIA DURAN HILARIO\\nRNC CLIENTE: 00109104000\\nFACTURA DE CREDITO FISCAL\\nNCF: E459114506285\\nFACTURA NO.: 6501834\\nAUTORIZACION: 167443330\\nTELEFONO: 809-836-7947\\nFECHA: 08/08/2025  HORA: 08:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,682.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,682.00\\nIMPUESTO ITBIS RD$         482.76\\nTOTAL RD$           3,164.76\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4158402\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 58136372\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00117977108","132936663"],"invoice_ids":["inv_701ef58b17e64536ae3f","inv_6c546eaf895b23caa9bc"],"observation_id":"obs_63c457998808d7afe54e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":4.54,"augmentation_metadata":{"downscale_factor":0.898,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.949,"brightness_factor":1.002,"blur_sigma":0.421,"crop_applied":false,"camera_distance_factors":[0.933,0.905],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":69.73,"jpeg_quality":79,"documents":[{"rotation_deg":2.393,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":2.373,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5414107459288263524,"difficulty":"medium","split":"train"}
{"image":"images/606_002222.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40225041405\",\"ncf\":\"B0123396820\",\"fecha_comprobante\":\"20240928\",\"monto_facturado_servicios\":25502.00,\"monto_facturado_bienes\":6291.00,\"itbis_facturado\":5722.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"NOELIA ANDREA PASCUAL VARGAS\\nNOELIA ANDREA PASCUAL VARGAS\\nRNC: 40225041405\\nCLIENTE: QUEBEC SMOKED MEAT SRL\\nRNC CLIENTE: 132106962\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0123396820\\nFACTURA NO.: 3701643\\nAUTORIZACION: 130587380\\nTELEFONO: 809-606-2052\\nFECHA: 28/09/2024  HORA: 11:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BANNER PUBLICITARIO          6,291.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES   15,098.00\\n    1  SERVICIO  IMPRESION FULL COLOR         3,542.00\\n    1  SERVICIO  DISENO GRAFICO               6,862.00\\n----------------------------------------------\\nSUB-TOTAL RD$       31,793.00\\nITBIS 18% RD$       5,722.74\\nTOTAL RD$          37,515.74\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6303076\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 78879721\"}","template_ids":[13],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["40225041405"],"invoice_ids":["inv_553fdc77dca6f210a101"],"observation_id":"obs_bdc6f621b912d5632dc4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.955,"brightness_factor":1.007,"blur_sigma":0.14,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.19,"jpeg_quality":90,"documents":[{"rotation_deg":-0.228,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17804095927216336197,"difficulty":"light","split":"train"}
{"image":"images/607_002223.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130551448\",\"ncf\":\"E454045416614\",\"fecha_comprobante\":\"20240419\",\"monto_facturado\":14292.89,\"itbis_facturado\":2572.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16865.61,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KOWA TSUSHO S A\\nRNC EMISOR: 101829818\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIRA EVENTOS SRL\\nRNC CLIENTE: 130551448\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454045416614\\nFACTURA NO.: 5931436\\nAUTORIZACION: 411708536\\nTELEFONO: 809-565-4929\\nFECHA: 19/04/2024  HORA: 12:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,646.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     529.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     785.99\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,337.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,994.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,292.89\\nITBIS 18% RD$       2,572.72\\nTOTAL RD$          16,865.61\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8608362\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 27875223\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101829818"],"invoice_ids":["inv_b1fec7c7ddce948523c9"],"observation_id":"obs_6c2ad4c0404c81712c84","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":8.83,"augmentation_metadata":{"downscale_factor":0.785,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.86,"brightness_factor":0.936,"blur_sigma":0.175,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.44,"jpeg_quality":85,"documents":[{"rotation_deg":1.635,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2385257541352955553,"difficulty":"hard","split":"train"}
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{"image":"images/607_002245.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00105351175\",\"ncf\":\"B1513839402\",\"fecha_comprobante\":\"20250807\",\"monto_facturado\":145000.00,\"itbis_facturado\":26100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":171100.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YVELISSE SERRANO MEJIA\\nRNC EMISOR: 00111151536\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS RAFAEL SILVER ENCARNACION\\nRNC CLIENTE: 00105351175\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1513839402\\nFACTURA NO.: 0178475\\nAUTORIZACION: 161455192\\nTELEFONO: 809-661-1011\\nFECHA: 07/08/2025  HORA: 13:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           120,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      145,000.00\\nIMPUESTO ITBIS RD$      26,100.00\\nTOTAL RD$         171,100.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1098581\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 53230335\\nRESUMEN\\nARCHIVADO\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00111151536"],"invoice_ids":["inv_a6e9a0afe27a33b66e2f"],"observation_id":"obs_ebc9223cbafedec7d7da","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.892,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.781,"brightness_factor":1.014,"blur_sigma":0.44,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":28.16,"jpeg_quality":84,"documents":[{"rotation_deg":-0.368,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3064983066660870922,"difficulty":"medium","split":"train"}
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{"image":"images/607_002255.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430024791\",\"ncf\":\"B1495552275\",\"fecha_comprobante\":\"20240217\",\"monto_facturado\":8560.00,\"itbis_facturado\":1540.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":10100.80}],\"ocr\":\"KIRKWOOD KAPLAN RUSSIN Y VECCHI\\nRNC EMISOR: 101029511\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMUNIDAD CARISMATICA SANTA MARIA\\nSALUD\\nRNC CLIENTE: 430024791\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1495552275\\nFACTURA NO.: 8330974\\nAUTORIZACION: 852326449\\nTELEFONO: 809-775-1732\\nFECHA: 17/02/2024  HORA: 17:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,048.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     512.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,560.00\\nITBIS RD$       1,540.80\\nTOTAL RD$          10,100.80\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 3523320\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 11014227\\nKKR\\nREVISADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101029511"],"invoice_ids":["inv_22bad5df07420a2cee5d"],"observation_id":"obs_ef19e6cf1cbcc0ce06c7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.91,"augmentation_metadata":{"downscale_factor":0.701,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":1.023,"brightness_factor":1.071,"blur_sigma":0.345,"crop_applied":false,"camera_distance_factors":[0.905],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.65,"jpeg_quality":81,"documents":[{"rotation_deg":-2.081,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"KKR"}]},"num_invoices":1,"seed":1668582837005871120,"difficulty":"medium","split":"test"}
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{"image":"images/607_002269.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102006996\",\"ncf\":\"B0296879587\",\"fecha_comprobante\":\"20240328\",\"monto_facturado\":3414.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":3414.00}],\"ocr\":\"DEVELOPMENT 4347\\nRNC EMISOR: 132873602\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: THELMA POLANCO SANTOS\\nRNC CLIENTE: 00102006996\\nFACTURA DE CREDITO FISCAL\\nNCF: B0296879587\\nFACTURA NO.: 5116781\\nAUTORIZACION: 685521222\\nTELEFONO: 809-840-8634\\nFECHA: 28/03/2024  HORA: 19:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     581.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,833.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,414.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           3,414.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6939624\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 92497182\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nD4\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132873602"],"invoice_ids":["inv_3782de528f03acaab20f"],"observation_id":"obs_dd6b68095ad398b76ae6","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":9.12,"augmentation_metadata":{"downscale_factor":0.508,"red_scale":0.94,"blue_scale":1.06,"contrast_factor":1.059,"brightness_factor":0.899,"blur_sigma":0.851,"crop_applied":false,"camera_distance_factors":[0.991],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.41,"jpeg_quality":82,"documents":[{"rotation_deg":1.845,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"D4"}]},"num_invoices":1,"seed":5973975445283872459,"difficulty":"very_hard","split":"train"}
{"image":"images/606_002270.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00117964635\",\"ncf\":\"B0123308638\",\"fecha_comprobante\":\"20241030\",\"monto_facturado_servicios\":3009.00,\"monto_facturado_bienes\":16229.00,\"itbis_facturado\":3462.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430438944\",\"ncf\":\"E318797450958\",\"fecha_comprobante\":\"20240910\",\"monto_facturado_servicios\":147500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"101502029\",\"ncf\":\"E456591066044\",\"fecha_comprobante\":\"20251215\",\"monto_facturado_servicios\":750.95,\"monto_facturado_bienes\":29720.00,\"itbis_facturado\":5484.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40224268447\",\"ncf\":\"B1541266317\",\"fecha_comprobante\":\"20240920\",\"monto_facturado_servicios\":1461.00,\"monto_facturado_bienes\":5075.98,\"itbis_facturado\":1176.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"REYVIN JAQUEZ GRULLON\\nREYVIN JAQUEZ GRULLON\\nRNC: 00117964635\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO BACUI\\nABAJO\\nRNC CLIENTE: 430219304\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0123308638\\nFACTURA NO.: 9940565\\nAUTORIZACION: 620330294\\nTELEFONO: 809-969-9540\\nFECHA: 30/10/2024  HORA: 14:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   3,009.00\\n    3  UNIDAD    BANNER PUBLICITARIO\\n                                  10,734.00\\n    5  UNIDAD    TARJETAS DE PRESENTACION\\n                                   5,495.00\\n-------------------------------------------\\nSUB-TOTAL RD$       19,238.00\\nITBIS RD$       3,462.84\\nTOTAL RD$          22,700.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9718180\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nORGANIJUNPOSB ORGANIZACION JUNTOS PODEMOS\\nORGANIJUNPOSB ORGANIZACION JUNTOS PODEMOS\\nSECCIO\\nRNC: 430438944\\nCLIENTE: FRANKLIN ANTONIO GRULLON LOPEZ\\nRNC CLIENTE: 00113693014\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318797450958\\nFACTURA NO.: 7152636\\nAUTORIZACION: 25784882\\nTELEFONO: 809-765-8895\\nFECHA: 10/09/2024  HORA: 15:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  15,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  79,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  12,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  22,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  19,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      147,500.00\\nITBIS RD$      26,550.00\\nTOTAL RD$         174,050.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2909275\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 80428052\\nOOJ\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nKONEX C POR A\\nKONEX C POR A\\nRNC EMISOR: 101502029\\nCLIENTE: GILBERTO ANTONIO WEBER SOLANO\\nRNC CLIENTE: 00100852078\\nFACTURA DE CREDITO FISCAL\\nNCF: E456591066044\\nFACTURA NO.: 9951642\\nAUTORIZACION: 22792951\\nTELEFONO: 809-492-2803\\nFECHA: 15/12/2025  HORA: 19:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,602.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,238.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     750.95\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,880.00\\n-------------------------------------------\\nSUBTOTAL RD$       30,470.95\\nITBIS RD$       5,484.77\\nTOTAL RD$          35,955.72\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8177936\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 71291729\\n\\n--- FACTURA ---\\n\\nYAMEL ESTEFANY  SANTOS CABRERA\\nYAMEL ESTEFANY  SANTOS CABRERA\\nRNC 40224268447\\nCLIENTE: FCA CAPELLAN CORREDORES ASESORES\\nDE SEG\\nRNC CLIENTE: 101775793\\nFACTURA DE CREDITO FISCAL\\nNCF: B1541266317\\nFACTURA NO.: 1071491\\nAUTORIZACION: 182608879\\nTELEFONO: 809-571-8541\\nFECHA: 20/09/2024  HORA: 12:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,461.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,368.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,707.98\\n-------------------------------------------\\nSUBTOTAL RD$        6,536.98\\nIMPUESTO ITBIS RD$       1,176.66\\nTOTAL RD$           7,713.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 545153\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,0,5,5],"business_categories":["publicidad_impresion","profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00117964635","430438944","101502029","40224268447"],"invoice_ids":["inv_262f6c10447a938eaf37","inv_d30bb83f1539145a3821","inv_bac6543345ccbcacc301","inv_c635cd5cb99038a2ba28"],"observation_id":"obs_c77419f455e1e8b31c2c","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.17,"augmentation_metadata":{"downscale_factor":0.739,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.673,"brightness_factor":1.068,"blur_sigma":0.305,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":58.76,"jpeg_quality":81,"documents":[{"rotation_deg":0.389,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.017,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":1.727,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.766,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"OOJ"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":14481313318608022254,"difficulty":"very_hard","split":"train"}
{"image":"images/607_002271.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101288805\",\"ncf\":\"E447669623658\",\"fecha_comprobante\":\"20250707\",\"monto_facturado\":223500.00,\"itbis_facturado\":40230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":263730.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430168752\",\"ncf\":\"E327747462258\",\"fecha_comprobante\":\"20240830\",\"monto_facturado\":7694.00,\"itbis_facturado\":1384.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9078.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03101871071\",\"ncf\":\"E451168436647\",\"fecha_comprobante\":\"20250601\",\"monto_facturado\":24895.95,\"itbis_facturado\":4481.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":29377.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VICTOR JOSE PICHARDO ALMONTE\\nRNC EMISOR: 03103341651\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLIXTA MARIA CASTILLO RODRIGUEZ\\nRNC CLIENTE: 03101288805\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447669623658\\nFACTURA NO.: 0564276\\nAUTORIZACION: 670747120\\nTELEFONO: 809-529-6389\\nFECHA: 07/07/2025  HORA: 20:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                   6,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                   6,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  12,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                 109,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  90,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      223,500.00\\nIMPUESTO ITBIS RD$      40,230.00\\nTOTAL RD$         263,730.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3568520\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 68581676\\nVJP\\n\\n--- FACTURA ---\\n\\nEXODO TRANSPORT GROUP\\nRNC EMISOR: 131456881\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESIDENCIAL BELGICA IV\\nRNC CLIENTE: 430168752\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327747462258\\nFACTURA NO.: 6381983\\nAUTORIZACION: 759022930\\nTELEFONO: 809-705-2869\\nFECHA: 30/08/2024  HORA: 08:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   5,764.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA\\n                                   1,930.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,694.00\\nITBIS RD$       1,384.92\\nTOTAL RD$           9,078.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1529536\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 13485865\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nETG\\n\\n--- FACTURA ---\\n\\nRAMON ANTONIO RODRIGUEZ ROQUE\\nRNC EMISOR: 05600670631\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BASILIO PERALTA HIRALDO\\nRNC CLIENTE: 03101871071\\nFACTURA DE CREDITO FISCAL\\nNCF: E451168436647\\nFACTURA NO.: 2189038\\nAUTORIZACION: 580413163\\nTELEFONO: 809-231-2845\\nFECHA: 01/06/2025  HORA: 12:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,130.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,281.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  21,484.95\\n-------------------------------------------\\nSUBTOTAL RD$       24,895.95\\nIMPUESTO ITBIS RD$       4,481.27\\nTOTAL RD$          29,377.22\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 745065\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 53908788\"}","template_ids":[0,1,5],"business_categories":["profesional","transporte","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03103341651","131456881","05600670631"],"invoice_ids":["inv_d392c02694896e34502f","inv_b3220b26d9f99b4a715d","inv_c0806341254097400bd2"],"observation_id":"obs_c58411d528b864f5b0c0","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":4.27,"augmentation_metadata":{"downscale_factor":0.677,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.691,"brightness_factor":1.125,"blur_sigma":0.316,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.16,"jpeg_quality":89,"documents":[{"rotation_deg":-1.599,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.94,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.524,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VJP"},{"kind":"initials","text":"ETG"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":12626470481578156993,"difficulty":"hard","split":"train"}
{"image":"images/606_002272.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00113413918\",\"ncf\":\"E459388723623\",\"fecha_comprobante\":\"20240601\",\"monto_facturado_servicios\":206536.92,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"LUZ SANDRA JOSEFINA  MARTE ESTEVEZ\\nLUZ SANDRA JOSEFINA  MARTE ESTEVEZ\\nRNC 00113413918\\nCLIENTE: FRANCISCO TEODORO CORPORAN ALVAREZ\\nRNC CLIENTE: 00201612066\\nFACTURA DE CREDITO FISCAL\\nNCF: E459388723623\\nFACTURA NO.: 5023786\\nAUTORIZACION: 401835030\\nTELEFONO: 809-842-5871\\nFECHA: 01/06/2024  HORA: 09:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  MES       ALQUILER DE LOCAL\\n                                  32,083.98\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  30,059.95\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 130,596.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   6,254.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   7,542.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      206,536.92\\nITBIS 18% RD$           0.00\\nTOTAL RD$         206,536.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 356850\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 55507910\\nLSJ\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00113413918"],"invoice_ids":["inv_1286a3c25e59c46897e1"],"observation_id":"obs_385fd39a16be0953f978","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":8.32,"augmentation_metadata":{"downscale_factor":0.414,"red_scale":1.059,"blue_scale":0.941,"contrast_factor":1.029,"brightness_factor":0.893,"blur_sigma":0.958,"crop_applied":false,"camera_distance_factors":[0.94],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.73,"jpeg_quality":81,"documents":[{"rotation_deg":-0.601,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"LSJ"}]},"num_invoices":1,"seed":726556571837931108,"difficulty":"very_hard","split":"test"}
{"image":"images/607_002273.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00200705580\",\"ncf\":\"E455372228624\",\"fecha_comprobante\":\"20251007\",\"monto_facturado\":108000.00,\"itbis_facturado\":19440.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":127440.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133518465\",\"ncf\":\"E319267180515\",\"fecha_comprobante\":\"20250502\",\"monto_facturado\":110829.00,\"itbis_facturado\":19949.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":130778.22},{\"rnc\":\"131367631\",\"ncf\":\"B0146649138\",\"fecha_comprobante\":\"20240608\",\"monto_facturado\":13350.96,\"itbis_facturado\":2403.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":15754.13,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ROSAURIS ALTAGRACIA CANELA ESPIRITU\\nRNC EMISOR: 00118217397\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELINA GUZMAN BENSANT\\nRNC CLIENTE: 00200705580\\nFACTURA DE CREDITO FISCAL\\nNCF E455372228624\\nFACTURA NO.: 3708767\\nAUTORIZACION: 689551929\\nTELEFONO: 809-599-4594\\nFECHA: 07/10/2025  HORA: 19:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        40,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   33,500.00\\n    1  SERVICIO  ASESORIA TECNICA            24,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      108,000.00\\nITBIS 18% RD$      19,440.00\\nTOTAL RD$         127,440.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6622475\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 79522628\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\\nEntregado\\n\\n--- FACTURA ---\\n\\nRD EXPRESS SERVICES J & E\\nRNC EMISOR: 132401093\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ABREU & LUGO COMERCIAL SRL\\nRNC CLIENTE: 133518465\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319267180515\\nFACTURA NO.: 8193804\\nAUTORIZACION: 799415200\\nTELEFONO: 809-528-4057\\nFECHA: 02/05/2025  HORA: 11:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           24,107.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         802.00\\n    3  VIAJE     TRANSPORTE DE CARGA         84,192.00\\n    4  VIAJE     SERVICIO DE MENSAJERIA       1,728.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      110,829.00\\nITBIS RD$      19,949.22\\nTOTAL RD$         130,778.22\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 8102409\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 90068062\"}","template_ids":[4,13,5],"business_categories":["profesional","transporte","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00118217397","132401093","131394167"],"invoice_ids":["inv_b0935b4bc0aeffd5c9fc","inv_2b4a0473495ed33ca7f6","inv_665eba8317695a8357ef"],"observation_id":"obs_e57908792c340f20a27d","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":3.99,"augmentation_metadata":{"downscale_factor":0.733,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.883,"brightness_factor":1.02,"blur_sigma":0.528,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.25,"jpeg_quality":91,"documents":[{"rotation_deg":-1.878,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.717,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.047,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":15600208990134134407,"difficulty":"hard","split":"train"}
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{"image":"images/607_002275.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130108676\",\"ncf\":\"E315683787905\",\"fecha_comprobante\":\"20250806\",\"monto_facturado\":26423.40,\"itbis_facturado\":4756.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":31179.61,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101696542\",\"ncf\":\"E312366176562\",\"fecha_comprobante\":\"20240621\",\"monto_facturado\":187000.00,\"itbis_facturado\":33660.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":220660.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PRESTAUTO RD\\nRNC EMISOR: 133705801\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REPRESENTACIONES R Z C POR A\\nRNC CLIENTE: 130108676\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315683787905\\nFACTURA NO.: 8068374\\nAUTORIZACION: 694595478\\nTELEFONO: 809-997-3707\\nFECHA: 06/08/2025  HORA: 17:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     643.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,966.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     905.90\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,608.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,300.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,423.40\\nITBIS 18% RD$       4,756.21\\nTOTAL RD$          31,179.61\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3435703\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 86770232\\n\\n--- FACTURA ---\\n\\nBRAULIO OCTAVIO JOUBERT DEL ROSARIO\\nRNC EMISOR: 00101972065\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES ANDENNE S A\\nRNC CLIENTE: 101696542\\nFACTURA DE CREDITO FISCAL\\nNCF E312366176562\\nFACTURA NO.: 5440695\\nAUTORIZACION: 232206625\\nTELEFONO: 809-591-2376\\nFECHA: 21/06/2024  HORA: 10:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  20,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  10,000.00\\n    2  JORNADA   CAPACITACION EMPRESARIAL\\n                                 112,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  45,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      187,000.00\\nITBIS RD$      33,660.00\\nTOTAL RD$         220,660.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7475966\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133705801","00101972065"],"invoice_ids":["inv_b33e6036316f0d4443ec","inv_11deab01145a66e482ff"],"observation_id":"obs_53f31e95bc289b134ebf","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":6.87,"augmentation_metadata":{"downscale_factor":0.95,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.026,"brightness_factor":0.986,"blur_sigma":0.061,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.11,"jpeg_quality":96,"documents":[{"rotation_deg":0.097,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.347,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1566964824102129725,"difficulty":"medium","split":"train"}
{"image":"images/606_002276.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101175992\",\"ncf\":\"B0228731328\",\"fecha_comprobante\":\"20251226\",\"monto_facturado_servicios\":349.00,\"monto_facturado_bienes\":11260.00,\"itbis_facturado\":2089.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MARISCOS DEL CARIBE C POR A\\nMARISCOS DEL CARIBE C POR A\\nRNC EMISOR: 101175992\\nCLIENTE: OBSERVATORIO DOMINICANO DE\\nINVESTIGACIO\\nRNC CLIENTE: 132279743\\nFACTURA DE CREDITO FISCAL\\nNCF: B0228731328\\nFACTURA NO.: 1168321\\nAUTORIZACION: 632850392\\nTELEFONO: 809-274-6946\\nFECHA: 26/12/2025  HORA: 17:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     349.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,199.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     830.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     482.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,749.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,609.00\\nIMPUESTO ITBIS RD$       2,089.62\\nTOTAL RD$          13,698.62\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7037414\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 77625112\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101175992"],"invoice_ids":["inv_6d677c9e08f8c5932ba9"],"observation_id":"obs_a37a478bce2ce5cff56b","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":8.19,"augmentation_metadata":{"downscale_factor":0.905,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":1.03,"brightness_factor":1.04,"blur_sigma":0.281,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.46,"jpeg_quality":91,"documents":[{"rotation_deg":2.616,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12059351667853554713,"difficulty":"hard","split":"train"}
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{"image":"images/607_002279.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00112934344\",\"ncf\":\"B1566251453\",\"fecha_comprobante\":\"20250223\",\"monto_facturado\":23677.96,\"itbis_facturado\":4262.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27939.99,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO 00496 AMAURY GER\\nRNC EMISOR: 430267521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUZ DEL CARMEN LORENZO MELO\\nRNC CLIENTE: 00112934344\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1566251453\\nFACTURA NO.: 0974096\\nAUTORIZACION: 823790553\\nTELEFONO: 809-515-7705\\nFECHA: 23/02/2025  HORA: 14:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     441.99\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  18,446.97\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,789.00\\n-------------------------------------------\\nSUBTOTAL RD$       23,677.96\\nITBIS 18% RD$       4,262.03\\nTOTAL RD$          27,939.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1093950\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 53128001\\nJDC\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430267521"],"invoice_ids":["inv_6e4a082289d1640b8390"],"observation_id":"obs_308e209f132209a922bf","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":10.44,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.016,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.78,"jpeg_quality":96,"documents":[{"rotation_deg":0.086,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JDC"}]},"num_invoices":1,"seed":7653521619566000342,"difficulty":"clean","split":"train"}
{"image":"images/606_002280.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132064763\",\"ncf\":\"B0297619513\",\"fecha_comprobante\":\"20251219\",\"monto_facturado_servicios\":1364.50,\"monto_facturado_bienes\":3325.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131282458\",\"ncf\":\"E315372370011\",\"fecha_comprobante\":\"20250805\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":18040.00,\"itbis_facturado\":3247.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133089475\",\"ncf\":\"E322291387346\",\"fecha_comprobante\":\"20250620\",\"monto_facturado_servicios\":43546.49,\"monto_facturado_bienes\":3538.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"REGALADO OLIVO SUMINISTROS MEDICOS\\nREGALADO OLIVO SUMINISTROS MEDICOS SRL\\nRNC EMISOR: 132064763\\nCLIENTE: ALBA NIDIA ENCARNACION DE PINEDA\\nRNC CLIENTE: 09300105823\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0297619513\\nFACTURA NO.: 8953353\\nAUTORIZACION: 221475424\\nTELEFONO: 809-786-2353\\nFECHA: 19/12/2025  HORA: 17:46\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    702.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  2,623.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,364.50\\n----------------------------------------------------------\\nSUBTOTAL RD$        4,690.49\\nITBIS RD$           0.00\\nTOTAL RD$           4,690.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8029943\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 62338980\\nCOPIA\\n\\n--- FACTURA ---\\n\\nALMADEN CORPORATION\\nALMADEN CORPORATION SRL\\nRNC: 131282458\\nCLIENTE: A6 CORPORATION SRL\\nRNC CLIENTE: 131405754\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315372370011\\nFACTURA NO.: 4909477\\nAUTORIZACION: 278512370\\nTELEFONO: 809-769-6794\\nFECHA: 05/08/2025  HORA: 15:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  18,040.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,040.00\\nITBIS 18% RD$       3,247.20\\nTOTAL RD$          21,287.20\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 294138\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 68014586\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDENTALAND\\nDENTALAND SRL\\nRNC 133089475\\nCLIENTE: IMPRESORA NUEVA SENDA S A\\nRNC CLIENTE: 124014654\\nFACTURA DE CREDITO FISCAL\\nNCF: E322291387346\\nFACTURA NO.: 9389987\\nAUTORIZACION: 88936491\\nTELEFONO: 809-314-8985\\nFECHA: 20/06/2025  HORA: 17:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO   32,925.00\\n    2  UNIDAD    MATERIAL MEDICO DESECHABLE    3,538.00\\n    1  SERVICIO  ANALISIS DE LABORATORIO      6,141.50\\n    1  SERVICIO  CONSULTA MEDICA              4,479.99\\n----------------------------------------------\\nSUB-TOTAL RD$       47,084.49\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          47,084.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9751774\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[9,5,12],"business_categories":["comercio_general","comercio_general","salud"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132064763","131282458","133089475"],"invoice_ids":["inv_1790eac0ee52246ac943","inv_b34f8bdd18e12f4280ec","inv_27f3884f7282ae3a73d9"],"observation_id":"obs_f9fe3efa4379ab80c996","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.448,"red_scale":0.959,"blue_scale":1.041,"contrast_factor":0.949,"brightness_factor":1.028,"blur_sigma":0.691,"crop_applied":false,"camera_distance_factors":[0.886,0.894,0.924],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":72.63,"jpeg_quality":66,"documents":[{"rotation_deg":0.138,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.314,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.514,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17800027152673002853,"difficulty":"very_hard","split":"test"}
{"image":"images/607_002281.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"102338711\",\"ncf\":\"B1556338751\",\"fecha_comprobante\":\"20250518\",\"monto_facturado\":16000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16000.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IGLESIA PENTECOSTAL JESUS ES LA SOLUCION\\nRNC EMISOR: 430344613\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAYRAROSARIO SRL\\nRNC CLIENTE: 102338711\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1556338751\\nFACTURA NO.: 2611126\\nAUTORIZACION: 104715627\\nTELEFONO: 809-916-6385\\nFECHA: 18/05/2025  HORA: 11:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  16,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,000.00\\nITBIS RD$           0.00\\nTOTAL RD$          16,000.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1634809\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 76376698\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430344613"],"invoice_ids":["inv_e7c10bc9c1f66aa3520f"],"observation_id":"obs_89a86efdf54a225859f2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.73,"augmentation_metadata":{"downscale_factor":0.807,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.836,"brightness_factor":1.058,"blur_sigma":0.292,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.27,"jpeg_quality":84,"documents":[{"rotation_deg":-0.963,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3394424414612160848,"difficulty":"medium","split":"test"}
{"image":"images/606_002282.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131638041\",\"ncf\":\"B0164227001\",\"fecha_comprobante\":\"20240314\",\"monto_facturado_servicios\":4000.00,\"monto_facturado_bienes\":3458.40,\"itbis_facturado\":1342.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03100331424\",\"ncf\":\"B0132045599\",\"fecha_comprobante\":\"20240602\",\"monto_facturado_servicios\":379.50,\"monto_facturado_bienes\":31295.00,\"itbis_facturado\":5701.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"122026411\",\"ncf\":\"B1490952496\",\"fecha_comprobante\":\"20250201\",\"monto_facturado_servicios\":97557.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17560.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"OCALDE CONSTRUCTORA\\nOCALDE CONSTRUCTORA SRL\\nRNC EMISOR: 131638041\\nCLIENTE: REHAMED HOME SRL\\nRNC CLIENTE: 132829362\\nFACTURA DE CREDITO FISCAL\\nNCF: B0164227001\\nFACTURA NO.: 3470674\\nAUTORIZACION: 85199725\\nTELEFONO: 809-644-2579\\nFECHA: 14/03/2024  HORA: 12:29\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    CERRADURA DE POMO\\n                                                  1,325.00\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                                  4,000.00\\n    9  UNIDAD    CODO PVC 1/2 PULGADA\\n                                                    269.91\\n   10  UNIDAD    DISCO DE CORTE 4.5 PULGADAS\\n                                                  1,759.50\\n    1  UNIDAD    BOMBILLO LED 9 W\\n                                                    103.99\\n----------------------------------------------------------\\nSUB-TOTAL RD$        7,458.40\\nIMPUESTO ITBIS RD$       1,342.51\\nTOTAL RD$           8,800.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9185394\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 64573536\\n\\n--- FACTURA ---\\n\\nKORQUI ARMANDO DOMINGUEZ VERAS\\nKORQUI ARMANDO DOMINGUEZ VERAS\\nRNC EMISOR: 03100331424\\nCLIENTE: SONIA MARGARITA CAMILO MEJIA\\nRNC CLIENTE: 00107951899\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0132045599\\nFACTURA NO.: 2318449\\nAUTORIZACION: 500197982\\nTELEFONO: 809-987-6803\\nFECHA: 02/06/2024  HORA: 19:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          7,595.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        16,368.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,900.00\\n    2  UNIDAD    EQUIPO ELECTRICO             5,432.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            379.50\\n----------------------------------------------\\nSUB-TOTAL RD$       31,674.50\\nITBIS 18% RD$       5,701.41\\nTOTAL RD$          37,375.91\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 166181\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 89637317\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nSERVICIOS MULTIPLES BUENO RIJO & ASOCIADOS\\nSERVICIOS MULTIPLES BUENO RIJO & ASOCIADOS S A\\nRNC: 122026411\\nCLIENTE: YERMI ISABEL PICHARDO GARCIA\\nRNC CLIENTE: 05401423164\\nFACTURA DE CREDITO FISCAL\\nNCF: B1490952496\\nFACTURA NO.: 8903090\\nAUTORIZACION: 398757274\\nTELEFONO: 809-578-1626\\nFECHA: 01/02/2025  HORA: 16:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         60,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      13,500.00\\n    9  PAGINA    TRADUCCION DE DOCUMENTOS    24,057.00\\n----------------------------------------------\\nSUB-TOTAL RD$       97,557.00\\nIMPUESTO ITBIS RD$      17,560.26\\nTOTAL RD$         115,117.26\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 5811406\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 70992556\\nDETALLE DE SERVICIOS\\nCOPIA\"}","template_ids":[9,7,4],"business_categories":["construccion_ferreteria","comercio_general","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["131638041","03100331424","122026411"],"invoice_ids":["inv_e9bec9ec7ad2f72f9af3","inv_21953803899168bb5bed","inv_aab87fccb667d156e488"],"observation_id":"obs_97e89f408a4cdab3b012","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.73,"augmentation_metadata":{"downscale_factor":0.861,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.049,"brightness_factor":0.948,"blur_sigma":0.528,"crop_applied":false,"camera_distance_factors":[0.965,0.99,0.914],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":58.54,"jpeg_quality":90,"documents":[{"rotation_deg":-2.081,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.864,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.118,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10661096623931257634,"difficulty":"hard","split":"train"}
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{"image":"images/606_002284.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130683192\",\"ncf\":\"E441556911621\",\"fecha_comprobante\":\"20240210\",\"monto_facturado_servicios\":1140.00,\"monto_facturado_bienes\":25330.00,\"itbis_facturado\":4764.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PROMOTORA OCEAN COAST S R L\\nPROMOTORA OCEAN COAST S R L\\nRNC EMISOR: 130683192\\nCLIENTE: ROSMERY DE JESUS HERNANDEZ\\nRNC CLIENTE: 22400339010\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441556911621\\nFACTURA NO.: 4968456\\nAUTORIZACION: 631687134\\nTELEFONO: 809-879-2827\\nFECHA: 10/02/2024  HORA: 11:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,330.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,140.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       26,470.00\\nITBIS 18% RD$       4,764.60\\nTOTAL RD$          31,234.60\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5601828\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 36517804\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130683192"],"invoice_ids":["inv_28d41f514aa9490a0460"],"observation_id":"obs_91822ce0ba69f53adb1c","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.26,"augmentation_metadata":{"downscale_factor":0.714,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":0.832,"brightness_factor":1.019,"blur_sigma":0.281,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.34,"jpeg_quality":83,"documents":[{"rotation_deg":-0.722,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12763575480450965747,"difficulty":"hard","split":"test"}
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{"image":"images/607_002291.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133179792\",\"ncf\":\"B0180886742\",\"fecha_comprobante\":\"20250409\",\"monto_facturado\":1409.00,\"itbis_facturado\":253.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1662.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SALON LISS BEAUTY\\nRNC EMISOR: 00118802354\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSPORTE Y AGREGADOS DE LEON AYRD SRL\\nRNC CLIENTE: 133179792\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0180886742\\nFACTURA NO.: 3772818\\nAUTORIZACION: 551383840\\nTELEFONO: 809-224-6455\\nFECHA: 09/04/2025  HORA: 08:44\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    TINTE PARA CABELLO\\n                                                  1,409.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        1,409.00\\nIMPUESTO ITBIS RD$         253.62\\nTOTAL RD$           1,662.62\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6843526\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 59072676\"}","template_ids":[9],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["00118802354"],"invoice_ids":["inv_6015cd8c422661a859ac"],"observation_id":"obs_328b767043b23f2465de","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.836,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.663,"brightness_factor":1.081,"blur_sigma":0.322,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.91,"jpeg_quality":85,"documents":[{"rotation_deg":0.333,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11400600693395764313,"difficulty":"medium","split":"train"}
{"image":"images/606_002292.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07500065466\",\"ncf\":\"B0202523011\",\"fecha_comprobante\":\"20240801\",\"monto_facturado_servicios\":235000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":42300.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132591143\",\"ncf\":\"B0190016093\",\"fecha_comprobante\":\"20250801\",\"monto_facturado_servicios\":97500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"GREGORIO MANUEL BOCIO VICENTE VICENTE\\nGREGORIO MANUEL BOCIO VICENTE VICENTE\\nRNC 07500065466\\nCLIENTE: TEOFILO HERNANDEZ PANIAGUA\\nRNC CLIENTE: 00103557476\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0202523011\\nFACTURA NO.: 9188606\\nAUTORIZACION: 950739536\\nTELEFONO: 809-609-1689\\nFECHA: 01/08/2024  HORA: 09:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  25,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  22,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                 100,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  87,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      235,000.00\\nITBIS 18% RD$      42,300.00\\nTOTAL RD$         277,300.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8684569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 96458784\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGMB\\n\\n--- FACTURA ---\\n\\nTROY HORSE SECURITY\\nTROY HORSE SECURITY SRL\\nRNC EMISOR: 132591143\\nCLIENTE: LUIS ALBERTO DUARTE GERMAN\\nRNC CLIENTE: 04700776687\\nFACTURA DE CREDITO FISCAL\\nNCF: B0190016093\\nFACTURA NO.: 7418481\\nAUTORIZACION: 556337977\\nTELEFONO: 809-375-2186\\nFECHA: 01/08/2025  HORA: 09:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  97,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       97,500.00\\nITBIS RD$      17,550.00\\nTOTAL RD$         115,050.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 5688638\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 48897775\"}","template_ids":[0,5],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07500065466","132591143"],"invoice_ids":["inv_fa88bface2df883f7ebc","inv_0851f01c0739ace03872"],"observation_id":"obs_e50741d91d102f8981bd","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":6.65,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.038,"brightness_factor":0.988,"blur_sigma":0.003,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.08,"jpeg_quality":89,"documents":[{"rotation_deg":-0.782,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":-0.754,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GMB"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":3863370955657639188,"difficulty":"medium","split":"train"}
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{"image":"images/606_002296.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132955293\",\"ncf\":\"B1571545369\",\"fecha_comprobante\":\"20250830\",\"monto_facturado_servicios\":271324.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":48838.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INMOBILIARIA MOCHIRA\\nINMOBILIARIA MOCHIRA SRL\\nRNC: 132955293\\nCLIENTE: RFP TRADERS SA\\nRNC CLIENTE: 133607621\\nFACTURA DE CREDITO FISCAL\\nNCF B1571545369\\nFACTURA NO.: 1438274\\nAUTORIZACION: 513356330\\nTELEFONO: 809-861-7393\\nFECHA: 30/08/2025  HORA: 20:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   24,471.99\\n    1  SERVICIO  TASACION DE PROPIEDAD       37,018.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,357.00\\n    1  SERVICIO  COMISION INMOBILIARIA      200,477.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      271,324.49\\nITBIS RD$      48,838.41\\nTOTAL RD$         320,162.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7158774\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 84074199\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["132955293"],"invoice_ids":["inv_9e470689256dc0eae597"],"observation_id":"obs_37b6a0001aad26468eae","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.83,"augmentation_metadata":{"downscale_factor":0.734,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":1.03,"brightness_factor":0.915,"blur_sigma":0.77,"crop_applied":false,"camera_distance_factors":[0.92],"legibility_scale_corrections":[0.0],"final_contrast_stddev":66.13,"jpeg_quality":75,"documents":[{"rotation_deg":-2.628,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7769205993126208,"difficulty":"medium","split":"validation"}
{"image":"images/607_002297.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102463791\",\"ncf\":\"E457620890046\",\"fecha_comprobante\":\"20251227\",\"monto_facturado\":125000.00,\"itbis_facturado\":22500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":147500.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"125000354\",\"ncf\":\"B1494244490\",\"fecha_comprobante\":\"20240415\",\"monto_facturado\":3718.99,\"itbis_facturado\":669.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":69.69,\"monto_propina_legal\":0.00,\"efectivo\":1764.43,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2693.67,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PATRICIA OLIVARES\\nRNC EMISOR: 131810004\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNIOR JIMENEZ\\nRNC CLIENTE: 00102463791\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457620890046\\nFACTURA NO.: 9052560\\nAUTORIZACION: 104783501\\nTELEFONO: 809-387-4041\\nFECHA: 27/12/2025  HORA: 10:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    25,000.00\\n    1  CASO      REPRESENTACION LEGAL        49,000.00\\n    1  MES       SUPERVISION DE OBRA         51,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      125,000.00\\nIMPUESTO ITBIS RD$      22,500.00\\nTOTAL RD$         147,500.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6109017\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJRS SALVAMENTOS\\nRNC EMISOR: 132116811\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CTD CONSORCIO TECNICO DOMINICANO\\nRNC CLIENTE: 125000354\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1494244490\\nFACTURA NO.: 1957878\\nAUTORIZACION: 245375432\\nTELEFONO: 809-503-9442\\nFECHA: 15/04/2024  HORA: 16:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO        3,718.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,718.99\\nITBIS 18% RD$         669.42\\nOTROS IMPUESTOS RD$      69.69\\nTOTAL RD$           4,458.10\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8024844\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 69857989\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[4,12],"business_categories":["profesional","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131810004","132116811"],"invoice_ids":["inv_171accbc8df50c8d97b6","inv_ce2ffe289fd60d36f969"],"observation_id":"obs_3c7193d5c13045362662","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.49,"augmentation_metadata":{"downscale_factor":0.791,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.866,"brightness_factor":0.996,"blur_sigma":0.84,"crop_applied":false,"camera_distance_factors":[0.909,0.987],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":66.21,"jpeg_quality":73,"documents":[{"rotation_deg":1.665,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.363,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14792103010743142311,"difficulty":"medium","split":"train"}
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{"image":"images/607_002299.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131446002\",\"ncf\":\"E328840532787\",\"fecha_comprobante\":\"20240810\",\"monto_facturado\":157000.00,\"itbis_facturado\":28260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":185260.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132884116\",\"ncf\":\"E449992023858\",\"fecha_comprobante\":\"20250828\",\"monto_facturado\":9301.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9301.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARELYN PEREZ CUELLO\\nRNC EMISOR: 00107274482\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARTE DE LEON & ASOCIADOS SRL\\nRNC CLIENTE: 131446002\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328840532787\\nFACTURA NO.: 6392505\\nAUTORIZACION: 799438265\\nTELEFONO: 809-823-3414\\nFECHA: 10/08/2024  HORA: 19:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  17,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   9,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  15,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  57,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  57,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      157,000.00\\nIMPUESTO ITBIS RD$      28,260.00\\nTOTAL RD$         185,260.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9084443\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 33787783\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nBUB INDUSTRIAL\\nRNC EMISOR: 133683512\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SHEEP TECH SRL\\nRNC CLIENTE: 132884116\\nFACTURA DE CREDITO FISCAL\\nNCF E449992023858\\nFACTURA NO.: 9550609\\nAUTORIZACION: 698188248\\nTELEFONO: 809-392-3500\\nFECHA: 28/08/2025  HORA: 11:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,894.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     622.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,785.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,301.00\\nITBIS RD$           0.00\\nTOTAL RD$           9,301.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4990795\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 53317029\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\"}","template_ids":[0,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107274482","133683512"],"invoice_ids":["inv_598493566a6514933771","inv_72684cd92517e4e653d5"],"observation_id":"obs_69c793698394a2d70ea2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.911,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.815,"brightness_factor":1.033,"blur_sigma":0.327,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.99,"jpeg_quality":85,"documents":[{"rotation_deg":0.442,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.036,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12666273766191655748,"difficulty":"medium","split":"train"}
{"image":"images/606_002300.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00112619978\",\"ncf\":\"B1547917250\",\"fecha_comprobante\":\"20240508\",\"monto_facturado_servicios\":83500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15030.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"02900029378\",\"ncf\":\"B1495526520\",\"fecha_comprobante\":\"20240906\",\"monto_facturado_servicios\":1278.00,\"monto_facturado_bienes\":23148.50,\"itbis_facturado\":4396.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"LAUREANO URGAL ALVAREZ\\nLAUREANO URGAL ALVAREZ\\nRNC: 00112619978\\nCLIENTE: LILIAN MERCEDES LA PAZ DIAZ DIAZ\\nRNC CLIENTE: 00101774008\\nFACTURA DE CREDITO FISCAL\\nNCF B1547917250\\nFACTURA NO.: 3376882\\nAUTORIZACION: 739310887\\nTELEFONO: 809-322-3004\\nFECHA: 08/05/2024  HORA: 19:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    56,500.00\\n    1  MES       SUPERVISION DE OBRA         27,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       83,500.00\\nITBIS 18% RD$      15,030.00\\nTOTAL RD$          98,530.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1870914\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 47473722\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPAGADO\\n\\n--- FACTURA ---\\n\\nPESCADERIA RUT DELANIA\\nMARIA CRISTINA HIDALGO MALDONADO\\nRNC EMISOR: 02900029378\\nCLIENTE: INVERSIONES THEN 59 20 SRL\\nRNC CLIENTE: 131686402\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1495526520\\nFACTURA NO.: 2431192\\nAUTORIZACION: 565815674\\nTELEFONO: 809-953-8107\\nFECHA: 06/09/2024  HORA: 19:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,698.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,450.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,278.00\\n-------------------------------------------\\nSUBTOTAL RD$       24,426.50\\nITBIS RD$       4,396.77\\nTOTAL RD$          28,823.27\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6291317\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 24112058\"}","template_ids":[6,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00112619978","02900029378"],"invoice_ids":["inv_713608968bb0abbdb6f2","inv_5644cadd9cb38304b48f"],"observation_id":"obs_1e9810e38113e8a9d34d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":6.52,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.996,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.76,"jpeg_quality":98,"documents":[{"rotation_deg":0.078,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.044,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8140203212922544424,"difficulty":"medium","split":"train"}
{"image":"images/607_002301.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03105173888\",\"ncf\":\"B1400574120\",\"fecha_comprobante\":\"20250908\",\"monto_facturado\":41576.95,\"itbis_facturado\":7483.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":49060.80,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132973151\",\"ncf\":\"E452735940324\",\"fecha_comprobante\":\"20250321\",\"monto_facturado\":136000.00,\"itbis_facturado\":24480.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":160480.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ENRIQUE RAFAEL AGUILAR BENCID\\nRNC EMISOR: 00114923592\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DAHIANA JOSEFINA COLLADO RODRIGUEZ\\nRNC CLIENTE: 03105173888\\nFACTURA DE CREDITO FISCAL\\nNCF B1400574120\\nFACTURA NO.: 5507306\\nAUTORIZACION: 337361842\\nTELEFONO: 809-965-7655\\nFECHA: 08/09/2025  HORA: 14:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  13,289.00\\n    4  UNIDAD    TARJETAS DE PRESENTACION\\n                                   7,271.96\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  12,834.99\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   8,181.00\\n-------------------------------------------\\nSUB-TOTAL RD$       41,576.95\\nITBIS RD$       7,483.85\\nTOTAL RD$          49,060.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1147680\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 91149299\\n\\n--- FACTURA ---\\n\\nJ RAFAEL DIAZ P S A\\nRNC EMISOR: 102619824\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: STVISION SRL\\nRNC CLIENTE: 132973151\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452735940324\\nFACTURA NO.: 1464837\\nAUTORIZACION: 774582261\\nTELEFONO: 809-950-3738\\nFECHA: 21/03/2025  HORA: 14:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    53,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   83,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      136,000.00\\nITBIS 18% RD$      24,480.00\\nTOTAL RD$         160,480.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8222221\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 32378943\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00114923592","102619824"],"invoice_ids":["inv_92d328d05452f2f85dac","inv_88b6c546527035aff183"],"observation_id":"obs_de350b64e592d0f98d94","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.54,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.088,"brightness_factor":0.967,"blur_sigma":0.38,"crop_applied":false,"camera_distance_factors":[0.895,0.913],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":94.4,"jpeg_quality":85,"documents":[{"rotation_deg":-2.395,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.325,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13097940351750771799,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\nVERIFICADO\"}","template_ids":[4,5,11,7],"business_categories":["comercio_general","comercio_general","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["132367652","130851052","00103361937","130037231"],"invoice_ids":["inv_c3d5dc672169ee09a2f0","inv_22be0dfdfe361541a7ef","inv_5189aba5438c4db8ecc3","inv_0fd0f21ae12985c28581"],"observation_id":"obs_5ee89d8c73a33523267f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.58,"augmentation_metadata":{"downscale_factor":0.828,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.015,"brightness_factor":1.004,"blur_sigma":0.545,"crop_applied":true,"camera_distance_factors":[0.911,0.894,0.956,0.892],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":79.58,"jpeg_quality":90,"documents":[{"rotation_deg":-2.983,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.487,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.387,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.607,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":6373381727217790012,"difficulty":"very_hard","split":"validation"}
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{"image":"images/607_002309.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131714684\",\"ncf\":\"E449575594452\",\"fecha_comprobante\":\"20240830\",\"monto_facturado\":67683.95,\"itbis_facturado\":12183.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":79867.06,\"otras_formas_de_venta\":0.00},{\"rnc\":\"10900072744\",\"ncf\":\"B1494963833\",\"fecha_comprobante\":\"20250614\",\"monto_facturado\":109000.00,\"itbis_facturado\":19620.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":128620.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BRANDINGHILL\\nRNC EMISOR: 131107486\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO FERRETERO BAHORUCO SRL\\nRNC CLIENTE: 131714684\\nFACTURA DE CREDITO FISCAL\\nNCF: E449575594452\\nFACTURA NO.: 8561957\\nAUTORIZACION: 856632811\\nTELEFONO: 809-665-8195\\nFECHA: 30/08/2024  HORA: 19:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  38,162.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   3,668.95\\n    1  SERVICIO  DISENO GRAFICO\\n                                   4,128.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                  15,470.00\\n    3  UNIDAD    TARJETAS DE PRESENTACION\\n                                   6,255.00\\n-------------------------------------------\\nSUB-TOTAL RD$       67,683.95\\nIMPUESTO ITBIS RD$      12,183.11\\nTOTAL RD$          79,867.06\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9291893\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 97257263\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nB\\n\\n--- FACTURA ---\\n\\nJULIA MIGUELINA HASBUN MARTINEZ\\nRNC EMISOR: 00100854736\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: APOLINAR LUCIANO RODRIGUEZ\\nRNC CLIENTE: 10900072744\\nFACTURA DE CREDITO FISCAL\\nNCF: B1494963833\\nFACTURA NO.: 8053090\\nAUTORIZACION: 870363650\\nTELEFONO: 809-416-1425\\nFECHA: 14/06/2025  HORA: 15:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       30,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       16,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA    6,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    45,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      11,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      109,000.00\\nITBIS RD$      19,620.00\\nTOTAL RD$         128,620.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9792355\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 38840406\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nAPROBADO\"}","template_ids":[5,6],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131107486","00100854736"],"invoice_ids":["inv_01f80281b9e784053dd8","inv_2341c148bd71ed867188"],"observation_id":"obs_642f6c1aeb6be91e8582","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":6.16,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.918,"brightness_factor":1.019,"blur_sigma":0.136,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":84.41,"jpeg_quality":83,"documents":[{"rotation_deg":-2.454,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":2.573,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"B"},{"kind":"none","text":""}]},"num_invoices":2,"seed":6023490472719967675,"difficulty":"hard","split":"train"}
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{"image":"images/607_002319.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600383612\",\"ncf\":\"B1546869420\",\"fecha_comprobante\":\"20250609\",\"monto_facturado\":11158.50,\"itbis_facturado\":2008.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":56.33,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":13223.36,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130343527\",\"ncf\":\"B1403602168\",\"fecha_comprobante\":\"20240802\",\"monto_facturado\":20898.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":20898.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CENTRO DE HERRERIA Y SOLDADURA J H V C POR\\nRNC EMISOR: 130354618\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERGIO JIMENEZ\\nRNC CLIENTE: 02600383612\\nFACTURA DE CREDITO FISCAL\\nNCF B1546869420\\nFACTURA NO.: 8194554\\nAUTORIZACION: 226892978\\nTELEFONO: 809-698-7648\\nFECHA: 09/06/2025  HORA: 15:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,840.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,287.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,936.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   3,165.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     930.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,158.50\\nITBIS 18% RD$       2,008.53\\nOTROS IMPUESTOS RD$      56.33\\nTOTAL RD$          13,223.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2040023\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 10805670\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nINCATEC\\nRNC EMISOR: 130191581\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VIP PUNTA PALMERA D-26 INC\\nRNC CLIENTE: 130343527\\nFACTURA DE CREDITO FISCAL\\nNCF B1403602168\\nFACTURA NO.: 9375173\\nAUTORIZACION: 889755018\\nTELEFONO: 809-657-9685\\nFECHA: 02/08/2024  HORA: 08:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       MENSUALIDAD ACADEMICA\\n                                  20,898.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,898.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          20,898.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8803506\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 47384754\"}","template_ids":[5,1],"business_categories":["comercio_general","educacion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130354618","130191581"],"invoice_ids":["inv_fae12e28438d01011788","inv_82fb00def6f7ec9005a2"],"observation_id":"obs_7b5479ba7156dbd2540f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":6.24,"augmentation_metadata":{"downscale_factor":0.863,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.789,"brightness_factor":1.05,"blur_sigma":0.568,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.12,"jpeg_quality":78,"documents":[{"rotation_deg":1.177,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.277,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1737761304518049164,"difficulty":"medium","split":"train"}
{"image":"images/606_002320.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03700540895\",\"ncf\":\"E458281098316\",\"fecha_comprobante\":\"20241107\",\"monto_facturado_servicios\":1613.00,\"monto_facturado_bienes\":43706.98,\"itbis_facturado\":8157.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CECILIO SILVERIO SILVERIO\\nCECILIO SILVERIO SILVERIO\\nRNC EMISOR: 03700540895\\nCLIENTE: OLLER MEDICAL IMPORT S A\\nRNC CLIENTE: 130216525\\nFACTURA DE CREDITO FISCAL\\nNCF E458281098316\\nFACTURA NO.: 6991941\\nAUTORIZACION: 390802766\\nTELEFONO: 809-517-9812\\nFECHA: 07/11/2024  HORA: 12:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     977.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,613.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,006.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,962.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  19,761.00\\n-------------------------------------------\\nSUBTOTAL RD$       45,319.98\\nITBIS RD$       8,157.60\\nTOTAL RD$          53,477.58\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5784520\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 27070832\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo almacen\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03700540895"],"invoice_ids":["inv_17238ac930cf5c007f00"],"observation_id":"obs_0d2f85fe7cb177136544","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.871,"red_scale":0.953,"blue_scale":1.047,"contrast_factor":0.972,"brightness_factor":0.953,"blur_sigma":0.343,"crop_applied":false,"camera_distance_factors":[0.943],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.68,"jpeg_quality":89,"documents":[{"rotation_deg":-0.4,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17497578165668350067,"difficulty":"light","split":"validation"}
{"image":"images/607_002321.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40220978692\",\"ncf\":\"B1490446911\",\"fecha_comprobante\":\"20251025\",\"monto_facturado\":35261.00,\"itbis_facturado\":6346.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":25595.08,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16012.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JAY VIVERO\\nRNC EMISOR: 132582705\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISRAEL RUIZ\\nRNC CLIENTE: 40220978692\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1490446911\\nFACTURA NO.: 1572259\\nAUTORIZACION: 242235609\\nTELEFONO: 809-851-3417\\nFECHA: 25/10/2025  HORA: 19:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     584.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,980.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,580.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  17,208.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     909.00\\n-------------------------------------------\\nSUBTOTAL RD$       35,261.00\\nITBIS RD$       6,346.98\\nTOTAL RD$          41,607.98\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 437925\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 52387684\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132582705"],"invoice_ids":["inv_fcf6e84282cbc2e9e2ef"],"observation_id":"obs_4ec732f568fb52d6f745","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.13,"augmentation_metadata":{"downscale_factor":0.769,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.973,"brightness_factor":1.055,"blur_sigma":0.732,"crop_applied":false,"camera_distance_factors":[0.985],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.91,"jpeg_quality":74,"documents":[{"rotation_deg":2.119,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3138221830852758391,"difficulty":"medium","split":"train"}
{"image":"images/606_002322.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00117147967\",\"ncf\":\"E457240450261\",\"fecha_comprobante\":\"20240106\",\"monto_facturado_servicios\":19000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3420.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430427381\",\"ncf\":\"E317871003518\",\"fecha_comprobante\":\"20250821\",\"monto_facturado_servicios\":71000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12780.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"430448151\",\"ncf\":\"B0227576823\",\"fecha_comprobante\":\"20251202\",\"monto_facturado_servicios\":124184.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22353.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130606846\",\"ncf\":\"E444064008617\",\"fecha_comprobante\":\"20240226\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2172.73,\"itbis_facturado\":391.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"HAMILTON ANNEURI MALENA AQUINO\\nHAMILTON ANNEURI MALENA AQUINO\\nRNC EMISOR: 00117147967\\nCLIENTE: EDUARDO CABRERA CEBALLOS\\nRNC CLIENTE: 40221983816\\nFACTURA DE CREDITO FISCAL\\nNCF: E457240450261\\nFACTURA NO.: 8436409\\nAUTORIZACION: 485823519\\nTELEFONO: 809-282-5478\\nFECHA: 06/01/2024  HORA: 12:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       9,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       19,000.00\\nITBIS 18% RD$       3,420.00\\nTOTAL RD$          22,420.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5641122\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nIGLESIA CRISTIANA EVANGELICA PAZ EN EL VAL\\nIGLESIA CRISTIANA EVANGELICA PAZ EN EL VALLE\\nRNC: 430427381\\nCLIENTE: IMPORTADORA DE ROPAS USADAS JASMIN DOMI\\nRNC CLIENTE: 131632319\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317871003518\\nFACTURA NO.: 8956116\\nAUTORIZACION: 302131256\\nTELEFONO: 809-439-8782\\nFECHA: 21/08/2025  HORA: 10:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       58,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       71,000.00\\nIMPUESTO ITBIS RD$      12,780.00\\nTOTAL RD$          83,780.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9295381\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 63054415\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFUNDIMOHR\\nFUNDACION INTEGRAL MOVIMIENTO JEHOVA REINA FUNDI\\nRNC 430448151\\nCLIENTE: AMADO MORENO DE LA CRUZ\\nRNC CLIENTE: 00105755508\\nFACTURA DE CREDITO FISCAL\\nNCF: B0227576823\\nFACTURA NO.: 8568279\\nAUTORIZACION: 135458437\\nTELEFONO: 809-765-6867\\nFECHA: 02/12/2025  HORA: 15:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       2,000.00\\n    1  PROYECTO  DISENO DE PLANOS            97,500.00\\n   22  PAGINA    TRADUCCION DE DOCUMENTOS    24,684.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      124,184.00\\nIMPUESTO ITBIS RD$      22,353.12\\nTOTAL RD$         146,537.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7287727\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 54452761\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nCOLMADO EL DORADO\\nJOSE LUIS JIMENO PAREDES\\nRNC: 130606846\\nCLIENTE: GRACIELA FONTANETO DE CURASI\\nRNC CLIENTE: 03700249406\\nFACTURA DE CREDITO FISCAL\\nNCF: E444064008617\\nFACTURA NO.: 9248107\\nAUTORIZACION: 738585329\\nTELEFONO: 809-780-9331\\nFECHA: 26/02/2024  HORA: 12:58\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                                  1,479.00\\n    5  GALON     CLORO LIQUIDO 1 GALON\\n                                                    519.75\\n    2  PAQUETE   SERVILLETAS PAQUETE 100 UND\\n                                                    173.98\\n----------------------------------------------------------\\nSUBTOTAL RD$        2,172.73\\nITBIS 18% RD$         391.09\\nTOTAL RD$           2,563.82\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5400954\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_002335.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130711402\",\"ncf\":\"B0127264428\",\"fecha_comprobante\":\"20241120\",\"monto_facturado\":94000.00,\"itbis_facturado\":16920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":110920.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CLUB DEPORTIVO Y CULTURAL RAFAEL PAULINO\\nRNC EMISOR: 430335894\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE OFTALMOLOGIA LASER ORIENTAL S\\nRNC CLIENTE: 130711402\\nFACTURA DE CREDITO FISCAL\\nNCF: B0127264428\\nFACTURA NO.: 3755942\\nAUTORIZACION: 359004065\\nTELEFONO: 809-663-7218\\nFECHA: 20/11/2024  HORA: 18:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   55,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      26,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       13,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       94,000.00\\nIMPUESTO ITBIS RD$      16,920.00\\nTOTAL RD$         110,920.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7809391\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430335894"],"invoice_ids":["inv_5b14df8496293638c987"],"observation_id":"obs_a241e9026236b640a1f5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.52,"augmentation_metadata":{"downscale_factor":0.834,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.102,"brightness_factor":0.875,"blur_sigma":0.891,"crop_applied":true,"camera_distance_factors":[0.98],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.94,"jpeg_quality":79,"documents":[{"rotation_deg":-1.062,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17265422197713017017,"difficulty":"medium","split":"train"}
{"image":"images/606_002336.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03400370098\",\"ncf\":\"B1525221048\",\"fecha_comprobante\":\"20240107\",\"monto_facturado_servicios\":839.00,\"monto_facturado_bienes\":28683.65,\"itbis_facturado\":5314.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133227012\",\"ncf\":\"E440133202541\",\"fecha_comprobante\":\"20250512\",\"monto_facturado_servicios\":97035.90,\"monto_facturado_bienes\":50307.96,\"itbis_facturado\":26521.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"D INGRIS BOUTIQUE\\nINGRIS MARIA                   JIMENEZ\\nTORRES\\nRNC: 03400370098\\nCLIENTE: JULIO CESAR CARRASQUERO AQUINO\\nRNC CLIENTE: 130842892\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1525221048\\nFACTURA NO.: 2560188\\nAUTORIZACION: 149520297\\nTELEFONO: 809-963-7261\\nFECHA: 07/01/2024  HORA: 17:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    GORRA BORDADA\\n                                   1,635.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     839.00\\n    2  UNIDAD    CAMISA DE VESTIR\\n                                   5,013.90\\n    3  UNIDAD    PANTALON CASUAL\\n                                   9,675.00\\n    5  UNIDAD    CALZADO CASUAL\\n                                  12,359.75\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,522.65\\nITBIS 18% RD$       5,314.08\\nTOTAL RD$          34,836.73\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4661687\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nBTP ENTERPRISE SOLUTIONS\\nBTP ENTERPRISE SOLUTIONS SRL\\nRNC: 133227012\\nCLIENTE: RAMON EUCLIDES PEREZ SENA\\nRNC CLIENTE: 07700065191\\nFACTURA DE CREDITO FISCAL\\nNCF: E440133202541\\nFACTURA NO.: 3601422\\nAUTORIZACION: 945960172\\nTELEFONO: 809-346-6702\\nFECHA: 12/05/2025  HORA: 16:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  DESARROLLO DE SOFTWARE      97,035.90\\n    4  UNIDAD    MONITOR LED 24 PULGADAS     50,307.96\\n----------------------------------------------\\nSUB-TOTAL RD$      147,343.86\\nIMPUESTO ITBIS RD$      26,521.89\\nTOTAL RD$         173,865.75\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8460320\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nArchivado\"}","template_ids":[1,12],"business_categories":["ropa_comercio","tecnologia"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03400370098","133227012"],"invoice_ids":["inv_1289f136027527a38ba2","inv_9a96efb138f359ee6057"],"observation_id":"obs_2c210d4397b69cbb367d","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.8,"brightness_factor":1.064,"blur_sigma":0.296,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.2,"jpeg_quality":79,"documents":[{"rotation_deg":-0.585,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.541,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14693540395071766272,"difficulty":"hard","split":"train"}
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{"image":"images/606_002340.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05000415637\",\"ncf\":\"E319344663353\",\"fecha_comprobante\":\"20250309\",\"monto_facturado_servicios\":9758.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1756.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"BRINIA DEL CARMEN CARRERA ABREU\\nBRINIA DEL CARMEN CARRERA ABREU\\nRNC 05000415637\\nCLIENTE: ALEXIS OSVALDO DIAZ SANCHEZ\\nRNC CLIENTE: 00113270276\\nFACTURA DE CREDITO FISCAL\\nNCF: E319344663353\\nFACTURA NO.: 5153011\\nAUTORIZACION: 231039583\\nTELEFONO: 809-278-6446\\nFECHA: 09/03/2025  HORA: 10:29\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                                  3,391.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                                  6,367.50\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        9,758.50\\nIMPUESTO ITBIS RD$       1,756.53\\nTOTAL RD$          11,515.03\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3514679\\nGRACIAS POR SU COMPRA\\nCOPIA\"}","template_ids":[9],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["05000415637"],"invoice_ids":["inv_d169b1865101481469d7"],"observation_id":"obs_85952857c4fdbf0db4a5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.64,"augmentation_metadata":{"downscale_factor":0.593,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.921,"brightness_factor":1.007,"blur_sigma":0.635,"crop_applied":false,"camera_distance_factors":[0.927],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.81,"jpeg_quality":89,"documents":[{"rotation_deg":0.858,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9814741089875022467,"difficulty":"medium","split":"train"}
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{"image":"images/606_002360.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03102967555\",\"ncf\":\"E446385004248\",\"fecha_comprobante\":\"20240324\",\"monto_facturado_servicios\":25000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101022426\",\"ncf\":\"B1590399744\",\"fecha_comprobante\":\"20240522\",\"monto_facturado_servicios\":45000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JUAN BERNABE MARTINEZ DIAZ\\nJUAN BERNABE MARTINEZ DIAZ\\nRNC 03102967555\\nCLIENTE: VEDEILEEN IMPORT EXPORT SRL\\nRNC CLIENTE: 133523736\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446385004248\\nFACTURA NO.: 6764642\\nAUTORIZACION: 676710731\\nTELEFONO: 809-780-1752\\nFECHA: 24/03/2024  HORA: 17:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  25,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       25,000.00\\nIMPUESTO ITBIS RD$       4,500.00\\nTOTAL RD$          29,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 299123\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 39667900\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\\n\\n--- FACTURA ---\\n\\nASESORES TEC DE EMP Y PROY CXA\\nASESORES TEC DE EMP Y PROY CXA\\nRNC: 101022426\\nCLIENTE: SANUT DOMINICANA SAS\\nRNC CLIENTE: 102334617\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1590399744\\nFACTURA NO.: 7076098\\nAUTORIZACION: 395658027\\nTELEFONO: 809-762-9190\\nFECHA: 22/05/2024  HORA: 17:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   3,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  10,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  25,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                   7,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       45,000.00\\nITBIS RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5911564\\nGRACIAS POR SU COMPRA\\nATD\"}","template_ids":[5,5],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03102967555","101022426"],"invoice_ids":["inv_f5856ea4a35b57fe9aa0","inv_2da5f608b65322289e3b"],"observation_id":"obs_37b6325758803228f14b","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":7.34,"augmentation_metadata":{"downscale_factor":0.696,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.551,"brightness_factor":1.066,"blur_sigma":0.704,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.91,"jpeg_quality":77,"documents":[{"rotation_deg":1.257,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.691,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"ATD"}]},"num_invoices":2,"seed":13501283036228060209,"difficulty":"hard","split":"train"}
{"image":"images/607_002361.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111747770\",\"ncf\":\"B0189306544\",\"fecha_comprobante\":\"20250202\",\"monto_facturado\":17919.00,\"itbis_facturado\":3225.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15255.08,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5889.34,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130344981\",\"ncf\":\"B1563042104\",\"fecha_comprobante\":\"20240322\",\"monto_facturado\":22095.00,\"itbis_facturado\":3977.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":62.55,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":26134.65,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130627444\",\"ncf\":\"B1466589304\",\"fecha_comprobante\":\"20251109\",\"monto_facturado\":50000.00,\"itbis_facturado\":9000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":59000.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASOC DOM DE HACEND Y AGRIC\\nRNC EMISOR: 401000164\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PABLO LEONEL VELAZQUEZ TAVERAS\\nRNC CLIENTE: 00111747770\\nFACTURA DE CREDITO FISCAL\\nNCF: B0189306544\\nFACTURA NO.: 5710869\\nAUTORIZACION: 594231968\\nTELEFONO: 809-639-1291\\nFECHA: 02/02/2025  HORA: 13:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  15,999.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,920.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,919.00\\nITBIS RD$       3,225.42\\nTOTAL RD$          21,144.42\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5320029\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 61202379\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nORTHOLOGY CORP EML\\nRNC EMISOR: 130970092\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA HEMISFERIO IMP C POR A\\nRNC CLIENTE: 130344981\\nFACTURA DE CREDITO FISCAL\\nNCF B1563042104\\nFACTURA NO.: 1083414\\nAUTORIZACION: 861532083\\nTELEFONO: 809-554-9536\\nFECHA: 22/03/2024  HORA: 18:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            627.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            544.00\\n    5  UNIDAD    MATERIAL DE OFICINA          3,265.00\\n    4  UNIDAD    EQUIPO ELECTRICO            13,084.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         4,575.00\\n----------------------------------------------\\nSUB-TOTAL RD$       22,095.00\\nITBIS RD$       3,977.10\\nOTROS IMPUESTOS RD$      62.55\\nTOTAL RD$          26,134.65\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1883873\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 81217644\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nEMBAJADA DE LA REPUBLICA DEL PARAGUAY\\nRNC EMISOR: 430182869\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN ENMANUEL ESPINAL BADIA\\nRNC CLIENTE: 130627444\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1466589304\\nFACTURA NO.: 8823771\\nAUTORIZACION: 137569945\\nTELEFONO: 809-370-3679\\nFECHA: 09/11/2025  HORA: 13:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            27,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    8,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       50,000.00\\nITBIS RD$       9,000.00\\nTOTAL RD$          59,000.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9896079\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_002368.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131285122\",\"ncf\":\"E311162685945\",\"fecha_comprobante\":\"20250805\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4235.97,\"itbis_facturado\":762.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ENGSOLUX\\nENERGIA INGENIERIA & SOLUCIONES SRL\\nRNC: 131285122\\nCLIENTE: CASAGRI SRL\\nRNC CLIENTE: 130766754\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311162685945\\nFACTURA NO.: 7022785\\nAUTORIZACION: 272776680\\nTELEFONO: 809-402-4667\\nFECHA: 05/08/2025  HORA: 15:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,235.97\\n-------------------------------------------\\nSUB-TOTAL RD$        4,235.97\\nIMPUESTO ITBIS RD$         762.47\\nTOTAL RD$           4,998.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 556750\\nGRACIAS POR SU COMPRA\\nRECIBIDO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131285122"],"invoice_ids":["inv_5e547a83c4c371b9b50e"],"observation_id":"obs_3306ae7b32054913e2b7","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":10.87,"augmentation_metadata":{"downscale_factor":0.698,"red_scale":0.956,"blue_scale":1.044,"contrast_factor":0.862,"brightness_factor":1.009,"blur_sigma":0.603,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":74,"documents":[{"rotation_deg":0.581,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15968410623926638469,"difficulty":"hard","split":"train"}
{"image":"images/607_002369.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130994048\",\"ncf\":\"B1552468463\",\"fecha_comprobante\":\"20241103\",\"monto_facturado\":8530.98,\"itbis_facturado\":1535.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":10066.56,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430233358\",\"ncf\":\"B0150410158\",\"fecha_comprobante\":\"20251106\",\"monto_facturado\":3815.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1777.48,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2037.97,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00102495504\",\"ncf\":\"E312543462711\",\"fecha_comprobante\":\"20250824\",\"monto_facturado\":40927.76,\"itbis_facturado\":7367.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":33051.02,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15243.74,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSULTORES E INTERMEDIARIOS INTERNACIONAL\\nRNC EMISOR: 130104824\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PALM TREE INVESTMENTS SRL\\nRNC CLIENTE: 130994048\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1552468463\\nFACTURA NO.: 7403463\\nAUTORIZACION: 539242934\\nTELEFONO: 809-661-2549\\nFECHA: 03/11/2024  HORA: 10:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,602.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     919.98\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,227.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,487.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     295.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,530.98\\nITBIS 18% RD$       1,535.58\\nTOTAL RD$          10,066.56\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3783178\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 90369451\\nPAGADO\\n\\n--- FACTURA ---\\n\\nANDRES RADHAMES MANOLO CASTILLO MATEO\\nRNC EMISOR: 01300292230\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE TRANSPORTISTAS DE LAS COM\\nRNC CLIENTE: 430233358\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0150410158\\nFACTURA NO.: 3620037\\nAUTORIZACION: 739221935\\nTELEFONO: 809-480-9820\\nFECHA: 06/11/2025  HORA: 14:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CARTON    HUEVOS CARTON 30 UNIDADES      264.95\\n    5  LIBRA     HARINA DE TRIGO LIBRA          190.00\\n    3  LIBRA     ARROZ SELECTO LIBRA            108.00\\n  3.5  LIBRA     QUESO BLANCO DE FREIR LIBRA      897.75\\n    5  LIBRA     CAFE MOLIDO 1 LB             2,354.75\\n----------------------------------------------\\nSUBTOTAL RD$        3,815.45\\nITBIS 18% RD$           0.00\\nTOTAL RD$           3,815.45\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9765025\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nDAC CORP\\nRNC EMISOR: 130209944\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIOMARIS DIAZ SANTOS DE PIÑEYRO\\nRNC CLIENTE: 00102495504\\nFACTURA DE CREDITO FISCAL\\nNCF: E312543462711\\nFACTURA NO.: 3937480\\nAUTORIZACION: 862797872\\nTELEFONO: 809-474-6957\\nFECHA: 24/08/2025  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,980.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            856.00\\n    5  SERVICIO  SERVICIO DE ENTREGA          7,679.95\\n    4  UNIDAD    EQUIPO ELECTRICO            18,639.96\\n    3  UNIDAD    MATERIAL DE OFICINA          5,771.85\\n----------------------------------------------\\nBASE IMPONIBLE RD$       40,927.76\\nITBIS 18% RD$       7,367.00\\nTOTAL RD$          48,294.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7283684\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,10,2],"business_categories":["comercio_general","colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated","sidip_proconsumidor"],["curated"]],"issuer_rncs":["130104824","01300292230","130209944"],"invoice_ids":["inv_872563835c852fb0f744","inv_f94f6c07853603b505de","inv_ff11d26e17c212833bed"],"observation_id":"obs_13c3694021781d80da59","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":1.016,"brightness_factor":0.944,"blur_sigma":0.439,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":29.81,"jpeg_quality":92,"documents":[{"rotation_deg":2.771,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.617,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.735,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":16039225057312819187,"difficulty":"hard","split":"train"}
{"image":"images/606_002370.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109962571\",\"ncf\":\"E447188150798\",\"fecha_comprobante\":\"20250510\",\"monto_facturado_servicios\":554718.45,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00113285449\",\"ncf\":\"E321106944131\",\"fecha_comprobante\":\"20250809\",\"monto_facturado_servicios\":18000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3240.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00101725075\",\"ncf\":\"B0233533341\",\"fecha_comprobante\":\"20251211\",\"monto_facturado_servicios\":227656.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":40978.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CRISTINO ANTONIO CAMACHO ANGELES\\nCRISTINO ANTONIO CAMACHO ANGELES\\nRNC: 00109962571\\nCLIENTE: COMERCIALIZADORA DE ANIMALES V G  S A\\nRNC CLIENTE: 101569921\\nFACTURA DE CREDITO FISCAL\\nNCF: E447188150798\\nFACTURA NO.: 8231910\\nAUTORIZACION: 922905925\\nTELEFONO: 809-398-2236\\nFECHA: 10/05/2025  HORA: 08:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   12,852.95\\n    1  SERVICIO  TASACION DE PROPIEDAD       20,958.00\\n    2  MES       ALQUILER DE LOCAL          290,642.00\\n    1  SERVICIO  COMISION INMOBILIARIA      230,265.50\\n----------------------------------------------\\nSUBTOTAL RD$      554,718.45\\nITBIS 18% RD$           0.00\\nTOTAL RD$         554,718.45\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4632081\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 46431942\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFELICIA CABRAL ROBLES\\nFELICIA CABRAL ROBLES\\nRNC 00113285449\\nCLIENTE: JENNY MEDINA EIRL\\nRNC CLIENTE: 131383912\\nFACTURA DE CREDITO FISCAL\\nNCF: E321106944131\\nFACTURA NO.: 3976112\\nAUTORIZACION: 125319206\\nTELEFONO: 809-702-9959\\nFECHA: 09/08/2025  HORA: 19:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  18,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       18,000.00\\nITBIS 18% RD$       3,240.00\\nTOTAL RD$          21,240.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9301392\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 44631721\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPAPELERIA ATC IMPRESOS ATC ASITEC\\nBELGICA ALTAGRACIA BAEZ DE LA ROSA\\nRNC 00101725075\\nCLIENTE: J D AQUILINO INVERSIONES INMOBILIARIAS \\nRNC CLIENTE: 132149408\\nFACTURA DE CREDITO FISCAL\\nNCF: B0233533341\\nFACTURA NO.: 7195332\\nAUTORIZACION: 615918045\\nTELEFONO: 809-715-3290\\nFECHA: 11/12/2025  HORA: 19:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   26  PAGINA    TRADUCCION DE DOCUMENTOS    71,656.00\\n    1  SERVICIO  ELABORACION DE INFORME      19,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       22,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   82,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      227,656.00\\nITBIS 18% RD$      40,978.08\\nTOTAL RD$         268,634.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8079098\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_002399.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05401222814\",\"ncf\":\"B0285709888\",\"fecha_comprobante\":\"20240908\",\"monto_facturado\":65179.49,\"itbis_facturado\":11732.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":76911.80,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SKYWORKS MEDIA CARIBBEAN\\nRNC EMISOR: 131668844\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE MIGUEL ALEJO GRULLON\\nRNC CLIENTE: 05401222814\\nFACTURA DE CREDITO FISCAL\\nNCF: B0285709888\\nFACTURA NO.: 3249731\\nAUTORIZACION: 971934110\\nTELEFONO: 809-735-2825\\nFECHA: 08/09/2024  HORA: 08:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                   8,034.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                  15,790.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  17,327.99\\n    1  UNIDAD    BANNER PUBLICITARIO\\n                                   4,360.00\\n    5  UNIDAD    TARJETAS DE PRESENTACION\\n                                  19,667.50\\n-------------------------------------------\\nSUB-TOTAL RD$       65,179.49\\nITBIS 18% RD$      11,732.31\\nTOTAL RD$          76,911.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2934976\\nGRACIAS POR SU COMPRA\\nPAGADO\"}","template_ids":[1],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131668844"],"invoice_ids":["inv_7921a96f6eb141bd1aa5"],"observation_id":"obs_46d1ce91f1ead427dd8f","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":9.74,"augmentation_metadata":{"downscale_factor":0.62,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.737,"brightness_factor":1.081,"blur_sigma":0.593,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.65,"jpeg_quality":85,"documents":[{"rotation_deg":1.48,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10003515326502608768,"difficulty":"hard","split":"train"}
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{"image":"images/606_002406.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00103767448\",\"ncf\":\"B0153773826\",\"fecha_comprobante\":\"20241229\",\"monto_facturado_servicios\":89572.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16123.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133453525\",\"ncf\":\"E321810467681\",\"fecha_comprobante\":\"20240125\",\"monto_facturado_servicios\":387277.48,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":69709.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"VINICIO ORTIZ\\nVINICIO ORTIZ\\nRNC 00103767448\\nCLIENTE: SERVICIOS AE-500 S A\\nRNC CLIENTE: 102342342\\nFACTURA DE CREDITO FISCAL\\nNCF: B0153773826\\nFACTURA NO.: 9566409\\nAUTORIZACION: 709845789\\nTELEFONO: 809-957-6622\\nFECHA: 29/12/2024  HORA: 16:48\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  VIAJE     TRANSPORTE DE CARGA\\n                                                 89,572.50\\n----------------------------------------------------------\\nSUBTOTAL RD$       89,572.50\\nITBIS 18% RD$      16,123.05\\nTOTAL RD$         105,695.55\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5182988\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 96177532\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nROJAKO INVERSIONES\\nROJAKO INVERSIONES SRL\\nRNC: 133453525\\nCLIENTE: JOSE ANTONIO HERNANDEZ POLANCO\\nRNC CLIENTE: 00100574649\\nFACTURA DE CREDITO FISCAL\\nNCF E321810467681\\nFACTURA NO.: 6829695\\nAUTORIZACION: 662109248\\nTELEFONO: 809-828-4197\\nFECHA: 25/01/2024  HORA: 17:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          350,461.98\\n    1  SERVICIO  TASACION DE PROPIEDAD       36,815.50\\n----------------------------------------------\\nSUBTOTAL RD$      387,277.48\\nIMPUESTO ITBIS RD$      69,709.95\\nTOTAL RD$         456,987.43\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6580911\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 93546606\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[9,4],"business_categories":["transporte","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00103767448","133453525"],"invoice_ids":["inv_84ede565c1395b73854b","inv_b7ee46e9c87082560cfd"],"observation_id":"obs_8f13b6f0e877efe596d6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.002,"brightness_factor":1.029,"blur_sigma":0.239,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.4,"jpeg_quality":93,"documents":[{"rotation_deg":0.342,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.013,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":18377488473872760671,"difficulty":"medium","split":"train"}
{"image":"images/607_002407.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00117122515\",\"ncf\":\"B1406921486\",\"fecha_comprobante\":\"20240504\",\"monto_facturado\":34762.95,\"itbis_facturado\":6257.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":41020.28}],\"ocr\":\"JAVIER CONTRERAS VASQUEZ\\nRNC EMISOR: 00118767839\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESTELA SUSANA SANTANA PEREZ\\nRNC CLIENTE: 00117122515\\nFACTURA DE CREDITO FISCAL\\nNCF B1406921486\\nFACTURA NO.: 5373006\\nAUTORIZACION: 225508151\\nTELEFONO: 809-249-7930\\nFECHA: 04/05/2024  HORA: 19:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CAMISA DE VESTIR\\n                                   4,303.00\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                  21,225.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   2,050.95\\n    2  UNIDAD    CALZADO CASUAL\\n                                   7,184.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,762.95\\nIMPUESTO ITBIS RD$       6,257.33\\nTOTAL RD$          41,020.28\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4268797\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 49766803\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["00118767839"],"invoice_ids":["inv_a5e10694401770872daf"],"observation_id":"obs_5c19e1c677e3bd03c7f5","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.754,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.716,"brightness_factor":1.044,"blur_sigma":0.278,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":85,"documents":[{"rotation_deg":0.317,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8744888221706559903,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nINNOVACIONES TEXTILES NVM S A\\nINNOVACIONES TEXTILES NVM S A\\nRNC 130178585\\nCLIENTE: LOPEZ Y ADAMES SRL\\nRNC CLIENTE: 131673236\\nFACTURA DE CREDITO FISCAL\\nNCF: E327363237674\\nFACTURA NO.: 4581511\\nAUTORIZACION: 251698680\\nTELEFONO: 809-340-1979\\nFECHA: 09/06/2025  HORA: 10:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO         6,867.96\\n----------------------------------------------\\nSUBTOTAL RD$        6,867.96\\nIMPUESTO ITBIS RD$       1,236.23\\nTOTAL RD$           8,104.19\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9862364\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 83499112\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nMULTINACIONALES CORREDORES DE SEGUROS SANT\\nMULTINACIONALES CORREDORES DE SEGUROS SANTANA C \\nRNC: 130252442\\nCLIENTE: CONSTRUCTORA RAVENNA S R L\\nRNC CLIENTE: 130688923\\nFACTURA DE CREDITO FISCAL\\nNCF E320604506419\\nFACTURA NO.: 7425432\\nAUTORIZACION: 338158986\\nTELEFONO: 809-639-7993\\nFECHA: 11/11/2024  HORA: 11:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   10,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   18,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       28,000.00\\nIMPUESTO ITBIS RD$       5,040.00\\nTOTAL RD$          33,040.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8526741\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,7,6,4],"business_categories":["colmado_alimentos","comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["40215390358","03500068642","130178585","130252442"],"invoice_ids":["inv_ad39d52859b5ab6da78a","inv_73e3762b8d12797ffc99","inv_fe851d933cef65e8895f","inv_f166dae6226686fc9251"],"observation_id":"obs_f4cca545360bab41d8e7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.72,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.876,"brightness_factor":0.92,"blur_sigma":0.573,"crop_applied":false,"camera_distance_factors":[0.899,0.971,0.882,0.897],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":42.54,"jpeg_quality":90,"documents":[{"rotation_deg":0.363,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.141,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.475,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.413,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":15007012120945803001,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_002416.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131600751\",\"ncf\":\"E451785322817\",\"fecha_comprobante\":\"20250704\",\"monto_facturado_servicios\":487.99,\"monto_facturado_bienes\":37209.00,\"itbis_facturado\":6785.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"430448257\",\"ncf\":\"E449830372296\",\"fecha_comprobante\":\"20241116\",\"monto_facturado_servicios\":179000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MELECIRCUS SRL\\nMELECIRCUS SRL\\nRNC: 131600751\\nCLIENTE: AUTO BARCA SRL\\nRNC CLIENTE: 131441939\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451785322817\\nFACTURA NO.: 9780663\\nAUTORIZACION: 765490126\\nTELEFONO: 809-746-8732\\nFECHA: 04/07/2025  HORA: 17:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,405.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  26,336.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     923.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,545.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     487.99\\n-------------------------------------------\\nSUBTOTAL RD$       37,696.99\\nITBIS 18% RD$       6,785.46\\nTOTAL RD$          44,482.45\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5748928\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCORAZON LATE\\nCORAZON LATE INC\\nRNC: 430448257\\nCLIENTE: RAMON ANTONIO MALENA JOAQUIN\\nRNC CLIENTE: 04700115332\\nFACTURA DE CREDITO FISCAL\\nNCF: E449830372296\\nFACTURA NO.: 7248351\\nAUTORIZACION: 826705610\\nTELEFONO: 809-604-9141\\nFECHA: 16/11/2024  HORA: 20:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            45,000.00\\n    1  MES       SUPERVISION DE OBRA         77,500.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       21,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      179,000.00\\nITBIS RD$           0.00\\nTOTAL RD$         179,000.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 806296\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 50751635\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,13],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131600751","430448257"],"invoice_ids":["inv_90ccd2259e0ec52aeee1","inv_0f40b4d41cb572dd4805"],"observation_id":"obs_7b9d6790cbdf1ba72364","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.68,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":1.063,"brightness_factor":1.01,"blur_sigma":0.334,"crop_applied":false,"camera_distance_factors":[0.923,0.981],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.58,"jpeg_quality":88,"documents":[{"rotation_deg":1.04,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.397,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":4393323699134955312,"difficulty":"medium","split":"train"}
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{"image":"images/606_002428.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133154943\",\"ncf\":\"B1434767596\",\"fecha_comprobante\":\"20250504\",\"monto_facturado_servicios\":200000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"05601532111\",\"ncf\":\"E327829043363\",\"fecha_comprobante\":\"20240519\",\"monto_facturado_servicios\":187468.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33744.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PADLOCK\\nPADLOCK EIRL\\nRNC: 133154943\\nCLIENTE: LUIS ALFREDO ALCANTARA A¥ASCO\\nRNC CLIENTE: 40227185762\\nFACTURA DE CREDITO FISCAL\\nNCF: B1434767596\\nFACTURA NO.: 1419243\\nAUTORIZACION: 279157651\\nTELEFONO: 809-250-9164\\nFECHA: 04/05/2025  HORA: 19:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   75,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      125,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      200,000.00\\nITBIS 18% RD$      36,000.00\\nTOTAL RD$         236,000.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2481247\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 88002340\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nALFA NOEMI ROSA\\nALFA NOEMI ROSA\\nRNC: 05601532111\\nCLIENTE: HELVIS RAFAEL DE LA ROSA VILLALONA\\nRNC CLIENTE: 00115128720\\nFACTURA DE CREDITO FISCAL\\nNCF E327829043363\\nFACTURA NO.: 3101579\\nAUTORIZACION: 599496464\\nTELEFONO: 809-620-2997\\nFECHA: 19/05/2024  HORA: 14:31\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS\\n                                                 13,000.00\\n    6  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 12,468.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                 19,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                                 75,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS\\n                                                 68,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      187,468.00\\nITBIS 18% RD$      33,744.24\\nTOTAL RD$         221,212.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8621805\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 84284398\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,9],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133154943","05601532111"],"invoice_ids":["inv_5974a1ba2321e0f0273a","inv_691638ecc8487947dc22"],"observation_id":"obs_dc3b48929ac9ebc22c80","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.02,"augmentation_metadata":{"downscale_factor":0.779,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.767,"brightness_factor":1.075,"blur_sigma":0.253,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.97,"jpeg_quality":81,"documents":[{"rotation_deg":-0.802,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.563,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10946458755480947841,"difficulty":"medium","split":"train"}
{"image":"images/607_002429.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132277351\",\"ncf\":\"E316461724736\",\"fecha_comprobante\":\"20241128\",\"monto_facturado\":35548.48,\"itbis_facturado\":6398.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":41947.21,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133305089\",\"ncf\":\"B1456852740\",\"fecha_comprobante\":\"20240816\",\"monto_facturado\":8818.99,\"itbis_facturado\":1587.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10406.41,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101114207\",\"ncf\":\"E324424027605\",\"fecha_comprobante\":\"20250912\",\"monto_facturado\":16538.70,\"itbis_facturado\":2976.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5560.17,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13955.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MIGUEL PICA POLLO\\nRNC EMISOR: 03102874991\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOME KITCHEN FLAVOURS SRL\\nRNC CLIENTE: 132277351\\nFACTURA DE CREDITO FISCAL\\nNCF: E316461724736\\nFACTURA NO.: 4546484\\nAUTORIZACION: 427941414\\nTELEFONO: 809-779-5959\\nFECHA: 28/11/2024  HORA: 19:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    POLLO A LA PLANCHA             583.00\\n    2  UNIDAD    PLATO DEL DIA                  746.00\\n    2  UNIDAD    REFRESCO                       281.98\\n    2  UNIDAD    JUGO NATURAL                   240.00\\n    1  SERVICIO  SERVICIO DE CATERING        33,697.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       35,548.48\\nITBIS RD$       6,398.73\\nTOTAL RD$          41,947.21\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4555844\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 84227754\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nRevisado\\n\\n--- FACTURA ---\\n\\nALONDRA S SRL\\nRNC EMISOR: 130653496\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO EMPRESARIAL RAFAELINA CRUZ SRL\\nRNC CLIENTE: 133305089\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1456852740\\nFACTURA NO.: 5752743\\nAUTORIZACION: 945762439\\nTELEFONO: 809-284-1461\\nFECHA: 16/08/2024  HORA: 13:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,936.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,258.99\\n    2  UNIDAD    EQUIPO ELECTRICO             2,624.00\\n----------------------------------------------\\nSUBTOTAL RD$        8,818.99\\nITBIS RD$       1,587.42\\nTOTAL RD$          10,406.41\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2918356\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 61886237\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMENICUCCI SECURITY SYSTEMS\\nRNC EMISOR: 132019652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES MULTIPLES MILADEH SRL\\nRNC CLIENTE: 101114207\\nFACTURA DE CREDITO FISCAL\\nNCF: E324424027605\\nFACTURA NO.: 9625283\\nAUTORIZACION: 958715734\\nTELEFONO: 809-277-3451\\nFECHA: 12/09/2025  HORA: 19:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        13,509.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,399.80\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            629.90\\n----------------------------------------------\\nBASE IMPONIBLE RD$       16,538.70\\nIMPUESTO ITBIS RD$       2,976.97\\nTOTAL RD$          19,515.67\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2678586\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 23029445\"}","template_ids":[10,4,3],"business_categories":["restaurante","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03102874991","130653496","132019652"],"invoice_ids":["inv_f6622e824522d050623d","inv_f2cf316153f099da6761","inv_bd9b7c19957e5777c1fc"],"observation_id":"obs_112697983f303c87ff4c","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.798,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.822,"brightness_factor":1.01,"blur_sigma":0.418,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.43,"jpeg_quality":87,"documents":[{"rotation_deg":0.496,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.151,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":1.2,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4412407769839613009,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 73030310\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nANA ALTAGRACIA ACASIO CONCEPCION\\nANA ALTAGRACIA ACASIO CONCEPCION\\nRNC EMISOR: 40224340188\\nCLIENTE: ROBERTO ANTONIO ALMONTE ALMONTE\\nRNC CLIENTE: 05500345102\\nFACTURA DE CREDITO FISCAL\\nNCF B0264584331\\nFACTURA NO.: 4273239\\nAUTORIZACION: 579336976\\nTELEFONO: 809-789-1015\\nFECHA: 28/10/2024  HORA: 15:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CORTE Y PEINADO\\n                                   1,503.95\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                   1,512.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                   2,252.00\\n    1  UNIDAD    CHAMPU PROFESIONAL\\n                                   1,342.50\\n-------------------------------------------\\nSUB-TOTAL RD$        6,610.45\\nITBIS RD$       1,189.88\\nTOTAL RD$           7,800.33\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6107004\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nHANTURCO GRUP\\nHANTURCO GRUP SRL\\nRNC EMISOR: 133726068\\nCLIENTE: DEYDAMIA YOCELIN PUJOLS MANCEBO\\nRNC CLIENTE: 00101272409\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445037219701\\nFACTURA NO.: 9710229\\nAUTORIZACION: 794883231\\nTELEFONO: 809-352-5343\\nFECHA: 30/07/2025  HORA: 20:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   5,750.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,433.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,670.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  22,569.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     330.99\\n-------------------------------------------\\nSUB-TOTAL RD$       44,754.94\\nIMPUESTO ITBIS RD$       8,055.89\\nTOTAL RD$          52,810.83\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6418489\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 56476337\"}","template_ids":[6,0,5],"business_categories":["comercio_general","belleza","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131543111","40224340188","133726068"],"invoice_ids":["inv_03a806c04dc74f041352","inv_2fec80dd781a194a98d3","inv_a80f0ef471abe4309f0f"],"observation_id":"obs_dae9212602468b78523a","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.24,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.99,"brightness_factor":1.0,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.99,"jpeg_quality":95,"documents":[{"rotation_deg":-0.047,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.045,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.002,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10288416606186084683,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 84804884\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nLE SERVICES\\nLE SERVICES SRL\\nRNC 133474842\\nCLIENTE: SANDRA MILAGROS ELIZABETH ORTIZ\\nVALERIO\\nRNC CLIENTE: 09600114343\\nFACTURA DE CREDITO FISCAL\\nNCF E327777545345\\nFACTURA NO.: 2169206\\nAUTORIZACION: 649795876\\nTELEFONO: 809-625-7176\\nFECHA: 07/08/2024  HORA: 16:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  19,975.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     840.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     698.99\\n-------------------------------------------\\nSUB-TOTAL RD$       21,514.94\\nITBIS 18% RD$           0.00\\nTOTAL RD$          21,514.94\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7152513\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nREPUESTO DOMINGO NUÑEZ\\nREPUESTO DOMINGO NUÑEZ SRL\\nRNC 133081091\\nCLIENTE: EDICIONES APRENDO SRL\\nRNC CLIENTE: 131013602\\nFACTURA DE CREDITO FISCAL\\nNCF B1518491802\\nFACTURA NO.: 6462911\\nAUTORIZACION: 950553561\\nTELEFONO: 809-752-4662\\nFECHA: 19/04/2024  HORA: 20:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            568.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            695.00\\n    2  UNIDAD    EQUIPO ELECTRICO            14,815.00\\n----------------------------------------------\\nSUB-TOTAL RD$       16,078.00\\nITBIS RD$       2,894.04\\nTOTAL RD$          18,972.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 146218\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 63838195\\nRDN\"}","template_ids":[13,5,3],"business_categories":["restaurante","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["05401534606","133474842","133081091"],"invoice_ids":["inv_744664b1366e35fb6bcc","inv_f3241098c01551ab988a","inv_e69eebccf99b62920640"],"observation_id":"obs_f5717b59019dc09f447b","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":4.01,"augmentation_metadata":{"downscale_factor":0.884,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":1.034,"brightness_factor":1.003,"blur_sigma":0.361,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":92.13,"jpeg_quality":80,"documents":[{"rotation_deg":1.231,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.927,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":1.363,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"RDN"}]},"num_invoices":3,"seed":6637304819046277957,"difficulty":"hard","split":"train"}
{"image":"images/607_002449.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130694311\",\"ncf\":\"B1505614111\",\"fecha_comprobante\":\"20251212\",\"monto_facturado\":275500.00,\"itbis_facturado\":49590.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":325090.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132975871\",\"ncf\":\"B0156839882\",\"fecha_comprobante\":\"20240624\",\"monto_facturado\":69500.00,\"itbis_facturado\":12510.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":82010.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE MIGUEL ESTEVEZ TAPIA\\nRNC EMISOR: 09500231817\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: QUEBEC SRL\\nRNC CLIENTE: 130694311\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1505614111\\nFACTURA NO.: 1570097\\nAUTORIZACION: 402565878\\nTELEFONO: 809-800-4240\\nFECHA: 12/12/2025  HORA: 12:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 105,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  73,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  63,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                   7,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  27,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      275,500.00\\nITBIS 18% RD$      49,590.00\\nTOTAL RD$         325,090.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3436823\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 85828326\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPendiente\\n\\n--- FACTURA ---\\n\\nUNITED FAMILY FOUNDATION F F U\\nRNC EMISOR: 430261211\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGUA MONES SRL\\nRNC CLIENTE: 132975871\\nFACTURA DE CREDITO FISCAL\\nNCF B0156839882\\nFACTURA NO.: 5713916\\nAUTORIZACION: 713114055\\nTELEFONO: 809-508-3202\\nFECHA: 24/06/2024  HORA: 09:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    62,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    7,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       69,500.00\\nITBIS RD$      12,510.00\\nTOTAL RD$          82,010.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3385347\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 50676765\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo almacen\"}","template_ids":[0,4],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["09500231817","430261211"],"invoice_ids":["inv_4dfd1da3eed3fe55c996","inv_c81ae7da4c74b3af0a0f"],"observation_id":"obs_0467266dd9eab083579a","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.783,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":1.038,"brightness_factor":0.965,"blur_sigma":0.5,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":78.96,"jpeg_quality":83,"documents":[{"rotation_deg":-2.989,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.474,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2742275607679342231,"difficulty":"hard","split":"train"}
{"image":"images/606_002450.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00116146416\",\"ncf\":\"B0297443739\",\"fecha_comprobante\":\"20250303\",\"monto_facturado_servicios\":38000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6840.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"HAMILTON ANTONIO AMILKA DE LA ROSA\\nHAMILTON ANTONIO AMILKA DE LA ROSA\\nRNC: 00116146416\\nCLIENTE: CARLOS RODRIGUEZ TAVERAS\\nRNC CLIENTE: 09500192688\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0297443739\\nFACTURA NO.: 6084841\\nAUTORIZACION: 962286209\\nTELEFONO: 809-836-9903\\nFECHA: 03/03/2025  HORA: 14:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  DOCUMENT  REDACCION DE CONTRATO       38,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       38,000.00\\nITBIS 18% RD$       6,840.00\\nTOTAL RD$          44,840.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8964090\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 34964716\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00116146416"],"invoice_ids":["inv_a1a5393ff2748436dc9f"],"observation_id":"obs_5e6909e5a23d33dffa0f","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":7.44,"augmentation_metadata":{"downscale_factor":0.686,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":1.018,"brightness_factor":0.905,"blur_sigma":0.089,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.99,"jpeg_quality":81,"documents":[{"rotation_deg":-2.573,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10568059153202193541,"difficulty":"hard","split":"test"}
{"image":"images/607_002451.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130521506\",\"ncf\":\"E459655414815\",\"fecha_comprobante\":\"20250928\",\"monto_facturado\":13403.85,\"itbis_facturado\":2412.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15816.54,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"STONE AND MARBLE\\nRNC EMISOR: 130586802\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUMEN S A\\nRNC CLIENTE: 130521506\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459655414815\\nFACTURA NO.: 7038310\\nAUTORIZACION: 757135242\\nTELEFONO: 809-263-2011\\nFECHA: 28/09/2025  HORA: 16:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  13,403.85\\n-------------------------------------------\\nSUBTOTAL RD$       13,403.85\\nITBIS 18% RD$       2,412.69\\nTOTAL RD$          15,816.54\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 168302\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130586802"],"invoice_ids":["inv_3e2ca0b65312647404a5"],"observation_id":"obs_e8413461805bd3c684ba","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":11.55,"augmentation_metadata":{"downscale_factor":0.905,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.01,"brightness_factor":0.914,"blur_sigma":0.079,"crop_applied":false,"camera_distance_factors":[0.962],"legibility_scale_corrections":[0.0],"final_contrast_stddev":22.38,"jpeg_quality":87,"documents":[{"rotation_deg":-1.522,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7269774749826220220,"difficulty":"light","split":"train"}
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{"image":"images/607_002455.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101930568\",\"ncf\":\"B1460338490\",\"fecha_comprobante\":\"20250104\",\"monto_facturado\":19255.48,\"itbis_facturado\":3465.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":22721.47}],\"ocr\":\"SHIRDANN CONSTRUCCION\\nRNC EMISOR: 132296214\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEJANDRO ORTIZ DUME\\nRNC CLIENTE: 00101930568\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1460338490\\nFACTURA NO.: 7138912\\nAUTORIZACION: 476876355\\nTELEFONO: 809-394-8476\\nFECHA: 04/01/2025  HORA: 14:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    BOMBILLO LED 9 W\\n                                     271.98\\n    5  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                   1,247.50\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                  17,000.00\\n    4  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                     736.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,255.48\\nITBIS RD$       3,465.99\\nTOTAL RD$          22,721.47\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1818471\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 77677808\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["132296214"],"invoice_ids":["inv_8e970a2d1c62de9a5c21"],"observation_id":"obs_32be4b0af8b7f94aba1d","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":8.46,"augmentation_metadata":{"downscale_factor":0.903,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.019,"brightness_factor":1.005,"blur_sigma":0.21,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.46,"jpeg_quality":94,"documents":[{"rotation_deg":-0.216,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11815084870446223717,"difficulty":"light","split":"train"}
{"image":"images/606_002456.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131559735\",\"ncf\":\"E455140228541\",\"fecha_comprobante\":\"20250531\",\"monto_facturado_servicios\":22783.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4101.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"GLOWNY PRODUCTIONS\\nGLOWNY PRODUCTIONS SRL\\nRNC 131559735\\nCLIENTE: JAIMY ESTHER CASTILLO MERCEDES\\nRNC CLIENTE: 40236399958\\nFACTURA DE CREDITO FISCAL\\nNCF: E455140228541\\nFACTURA NO.: 3813460\\nAUTORIZACION: 263501987\\nTELEFONO: 809-780-9407\\nFECHA: 31/05/2025  HORA: 18:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL          1,919.50\\n    1  SERVICIO  DISENO GRAFICO              20,864.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,783.50\\nIMPUESTO ITBIS RD$       4,101.03\\nTOTAL RD$          26,884.53\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7872911\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 72757840\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131559735"],"invoice_ids":["inv_b5349267b4046498e790"],"observation_id":"obs_54500eeb46a6f44e155f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.56,"augmentation_metadata":{"downscale_factor":0.892,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.944,"brightness_factor":0.984,"blur_sigma":0.3,"crop_applied":false,"camera_distance_factors":[0.92],"legibility_scale_corrections":[0.0],"final_contrast_stddev":28.94,"jpeg_quality":82,"documents":[{"rotation_deg":3.313,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15992183749916614777,"difficulty":"medium","split":"train"}
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{"image":"images/606_002460.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"102003017\",\"ncf\":\"E456138131486\",\"fecha_comprobante\":\"20240911\",\"monto_facturado_servicios\":73500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"430421782\",\"ncf\":\"E457430651705\",\"fecha_comprobante\":\"20240110\",\"monto_facturado_servicios\":461.00,\"monto_facturado_bienes\":14965.85,\"itbis_facturado\":2776.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132301161\",\"ncf\":\"E319866242006\",\"fecha_comprobante\":\"20250807\",\"monto_facturado_servicios\":1594.99,\"monto_facturado_bienes\":36202.66,\"itbis_facturado\":6803.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JULIO FONG E HIJO\\nJULIO FONG E HIJO\\nRNC EMISOR: 102003017\\nCLIENTE: CONSTRUCCIONES BLOVICSA SRL\\nRNC CLIENTE: 131091832\\nFACTURA DE CREDITO FISCAL\\nNCF E456138131486\\nFACTURA NO.: 6899973\\nAUTORIZACION: 392992306\\nTELEFONO: 809-342-1402\\nFECHA: 11/09/2024  HORA: 11:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  23,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  13,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  37,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       73,500.00\\nITBIS RD$      13,230.00\\nTOTAL RD$          86,730.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6304631\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 76304990\\n\\n--- FACTURA ---\\n\\nFUNDACION MILLYS HOPE FUNMIHOPE\\nFUNDACION MILLYS HOPE FUNMIHOPE\\nRNC EMISOR: 430421782\\nCLIENTE: PARROQUIA SAGRADO CORAZON DE JESUS DE S\\nRNC CLIENTE: 430001481\\nFACTURA DE CREDITO FISCAL\\nNCF: E457430651705\\nFACTURA NO.: 4761664\\nAUTORIZACION: 282886791\\nTELEFONO: 809-628-5027\\nFECHA: 10/01/2024  HORA: 18:47\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 10,654.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,269.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    461.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  3,041.90\\n----------------------------------------------------------\\nSUB-TOTAL RD$       15,426.85\\nITBIS RD$       2,776.83\\nTOTAL RD$          18,203.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6148401\\nGRACIAS POR SU COMPRA\\nEntregado\\n\\n--- FACTURA ---\\n\\nMOTOGO\\nMOTOGO SRL\\nRNC: 132301161\\nCLIENTE: LUZ ESTEFANY VALDEZ BAUTISTA\\nRNC CLIENTE: 22301301044\\nFACTURA DE CREDITO FISCAL\\nNCF E319866242006\\nFACTURA NO.: 7742297\\nAUTORIZACION: 857224208\\nTELEFONO: 809-993-3212\\nFECHA: 07/08/2025  HORA: 08:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  23,989.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,594.99\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     660.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,127.96\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,424.95\\n-------------------------------------------\\nSUB-TOTAL RD$       37,797.65\\nIMPUESTO ITBIS RD$       6,803.58\\nTOTAL RD$          44,601.23\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9312599\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 21900931\\nM\"}","template_ids":[5,9,1],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["102003017","430421782","132301161"],"invoice_ids":["inv_f5d3a053bfc4f0e20105","inv_05b14a5e05915d04b46e","inv_d61ebde7b5e3b07f28d7"],"observation_id":"obs_e5c9445ed9a2d1703729","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":0.743,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":0.587,"brightness_factor":1.052,"blur_sigma":0.548,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":48.0,"jpeg_quality":82,"documents":[{"rotation_deg":1.619,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.569,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.606,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"M"}]},"num_invoices":3,"seed":17797683174997130342,"difficulty":"hard","split":"train"}
{"image":"images/607_002461.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101747587\",\"ncf\":\"B0213260876\",\"fecha_comprobante\":\"20250713\",\"monto_facturado\":32618.30,\"itbis_facturado\":5871.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":38489.59,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DOMICORP C X A\\nRNC EMISOR: 101722312\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RECEPCION DIGITAL S A\\nRNC CLIENTE: 101747587\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0213260876\\nFACTURA NO.: 8987638\\nAUTORIZACION: 508475263\\nTELEFONO: 809-788-5403\\nFECHA: 13/07/2025  HORA: 12:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             8,018.85\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,381.95\\n    5  UNIDAD    REPUESTO Y ACCESORIO        23,217.50\\n----------------------------------------------\\nSUB-TOTAL RD$       32,618.30\\nITBIS RD$       5,871.29\\nTOTAL RD$          38,489.59\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8185980\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 65329601\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101722312"],"invoice_ids":["inv_808e5699cb29d3a78f60"],"observation_id":"obs_8cb0ed59795998456278","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.58,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.844,"brightness_factor":1.037,"blur_sigma":0.256,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.64,"jpeg_quality":93,"documents":[{"rotation_deg":-1.618,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17415352931352559439,"difficulty":"hard","split":"train"}
{"image":"images/606_002462.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101613963\",\"ncf\":\"B1581324240\",\"fecha_comprobante\":\"20240210\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3083.99,\"itbis_facturado\":555.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"GRUBA\\nGRUBA SRL\\nRNC 101613963\\nCLIENTE: E L COMBUSTIBLE LIMPIO EIRL\\nRNC CLIENTE: 132836512\\nFACTURA DE CREDITO FISCAL\\nNCF: B1581324240\\nFACTURA NO.: 5187805\\nAUTORIZACION: 877146059\\nTELEFONO: 809-990-1069\\nFECHA: 10/02/2024  HORA: 10:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     744.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,339.99\\n-------------------------------------------\\nSUBTOTAL RD$        3,083.99\\nIMPUESTO ITBIS RD$         555.12\\nTOTAL RD$           3,639.11\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 1434772\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 41345504\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101613963"],"invoice_ids":["inv_de5559ea158f3ba6ac61"],"observation_id":"obs_b81ca6726d8314584d77","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.26,"augmentation_metadata":{"downscale_factor":0.823,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.825,"brightness_factor":1.016,"blur_sigma":0.474,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.13,"jpeg_quality":84,"documents":[{"rotation_deg":0.783,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6261307092249007344,"difficulty":"medium","split":"test"}
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{"image":"images/607_002471.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40222143345\",\"ncf\":\"B1457791634\",\"fecha_comprobante\":\"20250429\",\"monto_facturado\":1152.00,\"itbis_facturado\":207.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1359.36,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"12300089963\",\"ncf\":\"E445712768498\",\"fecha_comprobante\":\"20250426\",\"monto_facturado\":33531.00,\"itbis_facturado\":6035.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":39566.58}],\"ocr\":\"PACIFICO S A\\nRNC EMISOR: 101100303\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEVAND PARIS SANTANA MARIA\\nRNC CLIENTE: 40222143345\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1457791634\\nFACTURA NO.: 4221318\\nAUTORIZACION: 892662511\\nTELEFONO: 809-443-9524\\nFECHA: 29/04/2025  HORA: 08:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,152.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,152.00\\nITBIS RD$         207.36\\nTOTAL RD$           1,359.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3238746\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 63093544\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPSA\\n\\n--- FACTURA ---\\n\\nCIA DOM DE INGENIERIA CXA\\nRNC EMISOR: 101162092\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EULICE REYES\\nRNC CLIENTE: 12300089963\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445712768498\\nFACTURA NO.: 3366857\\nAUTORIZACION: 432021537\\nTELEFONO: 809-858-1958\\nFECHA: 26/04/2025  HORA: 11:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        16,624.00\\n    4  UNIDAD    MATERIAL DE OFICINA          8,072.00\\n    3  UNIDAD    EQUIPO ELECTRICO             8,835.00\\n----------------------------------------------\\nSUB-TOTAL RD$       33,531.00\\nIMPUESTO ITBIS RD$       6,035.58\\nTOTAL RD$          39,566.58\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 9100839\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 79286497\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nARCHIVADO\"}","template_ids":[5,6],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101100303","101162092"],"invoice_ids":["inv_527e04adec44a9618ada","inv_8674d6a1c1028c20aba7"],"observation_id":"obs_8ecba1f15a1733e91983","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.986,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":1.003,"brightness_factor":1.008,"blur_sigma":0.189,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":28.16,"jpeg_quality":92,"documents":[{"rotation_deg":-0.239,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.52,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"PSA"},{"kind":"none","text":""}]},"num_invoices":2,"seed":4280138943473096049,"difficulty":"medium","split":"train"}
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{"image":"images/606_002484.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131018653\",\"ncf\":\"E329932146234\",\"fecha_comprobante\":\"20240211\",\"monto_facturado_servicios\":144895.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26081.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RINCON MELENCIANO GROUP\\nRINCON MELENCIANO GROUP SRL\\nRNC EMISOR: 131018653\\nCLIENTE: MARCELINO HERNANDEZ ALMONTE\\nRNC CLIENTE: 04100113317\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329932146234\\nFACTURA NO.: 0970476\\nAUTORIZACION: 841423417\\nTELEFONO: 809-925-3301\\nFECHA: 11/02/2024  HORA: 13:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  32,000.00\\n   13  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  11,895.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  19,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  42,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  39,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      144,895.00\\nITBIS 18% RD$      26,081.10\\nTOTAL RD$         170,976.10\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6955701\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 13856420\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131018653"],"invoice_ids":["inv_0f4fa6fb225a10397c30"],"observation_id":"obs_d4446569a3f6374ee5b5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.24,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.013,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":98,"documents":[{"rotation_deg":-0.064,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7243700952040794148,"difficulty":"clean","split":"train"}
{"image":"images/607_002485.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131190529\",\"ncf\":\"E452841631791\",\"fecha_comprobante\":\"20250811\",\"monto_facturado\":31125.45,\"itbis_facturado\":5602.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":36728.03,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUISA RIVERAS BRITO\\nRNC EMISOR: 03104623040\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NEDCA SOLUTIONS SRL\\nRNC CLIENTE: 131190529\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452841631791\\nFACTURA NO.: 9682321\\nAUTORIZACION: 821499760\\nTELEFONO: 809-312-4952\\nFECHA: 11/08/2025  HORA: 08:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,265.99\\n    3  UNIDAD    PANTALON CASUAL\\n                                  10,998.00\\n    5  UNIDAD    CAMISA DE VESTIR\\n                                   7,707.50\\n    4  UNIDAD    UNIFORME EMPRESARIAL\\n                                   7,471.96\\n    2  UNIDAD    CALZADO CASUAL\\n                                   3,682.00\\n-------------------------------------------\\nSUBTOTAL RD$       31,125.45\\nITBIS 18% RD$       5,602.58\\nTOTAL RD$          36,728.03\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8333188\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 48387585\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["03104623040"],"invoice_ids":["inv_f06a9e91ead9df0a25ef"],"observation_id":"obs_80eca408f4d83a8efb30","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":8.79,"augmentation_metadata":{"downscale_factor":0.726,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.599,"brightness_factor":1.062,"blur_sigma":0.294,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.03,"jpeg_quality":83,"documents":[{"rotation_deg":-1.38,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10659830039735474033,"difficulty":"hard","split":"train"}
{"image":"images/606_002486.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04800130728\",\"ncf\":\"B0291413084\",\"fecha_comprobante\":\"20240927\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2836.50,\"itbis_facturado\":432.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ALFIDA REYES NUÑEZ\\nALFIDA REYES NUÑEZ\\nRNC EMISOR: 04800130728\\nCLIENTE: BOSTMONT RESOURCES LTD\\nRNC CLIENTE: 130462259\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0291413084\\nFACTURA NO.: 8327578\\nAUTORIZACION: 596814340\\nTELEFONO: 809-584-3336\\nFECHA: 27/09/2024  HORA: 10:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    DETERGENTE EN POLVO            932.50\\n    4  LIBRA     ARROZ SELECTO LIBRA            140.00\\n    2  UNIDAD    ACEITE VEGETAL 1 GAL           962.00\\n    5  GALON     CLORO LIQUIDO 1 GALON          510.00\\n    4  PAQUETE   AVENA EN HOJUELAS 500 G        292.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,836.50\\nITBIS 18% RD$         432.81\\nTOTAL RD$           3,269.31\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8556521\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[2],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated","sidip_proconsumidor"]],"issuer_rncs":["04800130728"],"invoice_ids":["inv_597c6819a244248cf40a"],"observation_id":"obs_9cfbcaf8078f716c4f1a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.909,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.645,"brightness_factor":1.006,"blur_sigma":0.515,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":82,"documents":[{"rotation_deg":1.271,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10723684105832171866,"difficulty":"medium","split":"train"}
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{"image":"images/607_002489.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130046532\",\"ncf\":\"B1535368882\",\"fecha_comprobante\":\"20250623\",\"monto_facturado\":547990.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":547990.00},{\"rnc\":\"131809022\",\"ncf\":\"B1507984606\",\"fecha_comprobante\":\"20250305\",\"monto_facturado\":7902.00,\"itbis_facturado\":1422.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9324.36,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131151922\",\"ncf\":\"E311615149533\",\"fecha_comprobante\":\"20240626\",\"monto_facturado\":30820.39,\"itbis_facturado\":5547.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":36368.06,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PROMOTORA COLIBRY CARIBENO C POR A\\nRNC EMISOR: 105039291\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VOLAIR LINEAS AEREAS DEL CARIBE S A\\nRNC CLIENTE: 130046532\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1535368882\\nFACTURA NO.: 9081629\\nAUTORIZACION: 663931250\\nTELEFONO: 809-823-1690\\nFECHA: 23/06/2025  HORA: 18:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       79,127.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       31,011.00\\n    4  MES       ALQUILER DE LOCAL          437,852.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      547,990.00\\nITBIS RD$           0.00\\nTOTAL RD$         547,990.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 2671017\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 47221623\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nWILFRY ANTONIO NAUT ABREU\\nRNC EMISOR: 00118174515\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LOGOSTOCK SRL\\nRNC CLIENTE: 131809022\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1507984606\\nFACTURA NO.: 9626081\\nAUTORIZACION: 937479055\\nTELEFONO: 809-910-3052\\nFECHA: 05/03/2025  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    TINTE PARA CABELLO           4,765.00\\n    1  SERVICIO  MANICURA Y PEDICURA          1,769.00\\n    1  UNIDAD    CHAMPU PROFESIONAL           1,368.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,902.00\\nITBIS 18% RD$       1,422.36\\nTOTAL RD$           9,324.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3179540\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 42432527\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nCONCRET MENS WEAR\\nRNC EMISOR: 130644713\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HG HOME GESTION LAS TERRENAS SRL\\nRNC CLIENTE: 131151922\\nFACTURA DE CREDITO FISCAL\\nNCF: E311615149533\\nFACTURA NO.: 2995129\\nAUTORIZACION: 412913297\\nTELEFONO: 809-914-9988\\nFECHA: 26/06/2024  HORA: 14:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     473.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,992.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  13,310.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,449.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,593.95\\n-------------------------------------------\\nSUB-TOTAL RD$       30,820.39\\nIMPUESTO ITBIS RD$       5,547.67\\nTOTAL RD$          36,368.06\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6731069\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 46339529\\nVERIFICADO\"}","template_ids":[10,12,5],"business_categories":["inmobiliario","belleza","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["105039291","00118174515","130644713"],"invoice_ids":["inv_c374554303f70e0e65a9","inv_752d34801f61cbb30983","inv_40f5dece01dd441843a0"],"observation_id":"obs_d8f7f3e6138050208a0b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.85,"augmentation_metadata":{"downscale_factor":0.736,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":1.049,"brightness_factor":0.909,"blur_sigma":0.64,"crop_applied":false,"camera_distance_factors":[0.964,0.986,0.954],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":38.79,"jpeg_quality":91,"documents":[{"rotation_deg":-1.809,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.205,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-4.119,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":12744532736587794920,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 93365931\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nROMMEL HENRY PEPEN LAMA\\nROMMEL HENRY PEPEN LAMA\\nRNC 00100636877\\nCLIENTE: ARIEL SANTANA CAPELLAN\\nRNC CLIENTE: 03103737205\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329079730235\\nFACTURA NO.: 3822142\\nAUTORIZACION: 681834408\\nTELEFONO: 809-387-8151\\nFECHA: 22/06/2025  HORA: 20:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            17,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   25,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       77,500.00\\nIMPUESTO ITBIS RD$      13,950.00\\nTOTAL RD$          91,450.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7883911\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPagado\\n\\n--- FACTURA ---\\n\\nYAMELFI COMUNICACIONES\\nYAMELFI COMUNICACIONES SRL\\nRNC: 131304478\\nCLIENTE: SUKKARA CONSULTORIA LEGAL Y ECONOMICA C\\nRNC CLIENTE: 101839783\\nFACTURA DE CREDITO FISCAL\\nNCF: E452934618284\\nFACTURA NO.: 7198107\\nAUTORIZACION: 551357468\\nTELEFONO: 809-615-7614\\nFECHA: 21/02/2024  HORA: 16:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA         10,735.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       10,735.00\\nITBIS 18% RD$       1,932.30\\nTOTAL RD$          12,667.30\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7215505\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,4,2],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130523509","00100636877","131304478"],"invoice_ids":["inv_02777e079f77cb78a352","inv_00cabeba2f0d4726c96a","inv_189fd29f06c92bcec907"],"observation_id":"obs_e0f762ad3f4f7b88b0fb","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":3.88,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.986,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.2,"jpeg_quality":95,"documents":[{"rotation_deg":0.014,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.076,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.072,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":8245172474605408990,"difficulty":"hard","split":"validation"}
{"image":"images/607_002497.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130657892\",\"ncf\":\"B1598440721\",\"fecha_comprobante\":\"20250128\",\"monto_facturado\":38208.96,\"itbis_facturado\":6877.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":45086.57,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INGENIERIA METALICA AVANZADA INGMEDA\\nRNC EMISOR: 132906918\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DENTAL DR LIRANZO SRL\\nRNC CLIENTE: 130657892\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1598440721\\nFACTURA NO.: 5066723\\nAUTORIZACION: 129921080\\nTELEFONO: 809-975-7627\\nFECHA: 28/01/2025  HORA: 20:26\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    CERRADURA DE POMO\\n                                                  6,659.96\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                                 19,457.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS\\n                                                  4,000.00\\n  110  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS\\n                                                  7,260.00\\n    8  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                                    832.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       38,208.96\\nIMPUESTO ITBIS RD$       6,877.61\\nTOTAL RD$          45,086.57\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2783285\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 21478337\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["132906918"],"invoice_ids":["inv_b3bb85fe881b0ccf7c5e"],"observation_id":"obs_109018d461e60bc82c1f","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.54,"augmentation_metadata":{"downscale_factor":0.975,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.823,"brightness_factor":0.997,"blur_sigma":0.159,"crop_applied":false,"camera_distance_factors":[0.956],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.71,"jpeg_quality":91,"documents":[{"rotation_deg":-0.607,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14559089657439718993,"difficulty":"light","split":"train"}
{"image":"images/606_002498.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04700775705\",\"ncf\":\"E445715106545\",\"fecha_comprobante\":\"20240923\",\"monto_facturado_servicios\":2775.00,\"monto_facturado_bienes\":4679.96,\"itbis_facturado\":1341.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"TALLER LEONARDO\\nLEONARDO BEATO VARGAS\\nRNC: 04700775705\\nCLIENTE: CONDOMINIO RESIDENCIAL TERRANOVA\\nRNC CLIENTE: 430450006\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445715106545\\nFACTURA NO.: 2638434\\nAUTORIZACION: 370730724\\nTELEFONO: 809-280-7651\\nFECHA: 23/09/2024  HORA: 16:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,848.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,387.96\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     444.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,775.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,454.96\\nIMPUESTO ITBIS RD$       1,341.89\\nTOTAL RD$           8,796.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9488084\\nGRACIAS POR SU COMPRA\\nTL\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["04700775705"],"invoice_ids":["inv_007da17e70d5c2f6fbeb"],"observation_id":"obs_cbd0a77d4a231acd58e8","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.4,"augmentation_metadata":{"downscale_factor":0.738,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.851,"brightness_factor":1.023,"blur_sigma":0.477,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.19,"jpeg_quality":82,"documents":[{"rotation_deg":0.141,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TL"}]},"num_invoices":1,"seed":237862663166469879,"difficulty":"medium","split":"train"}
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{"image":"images/606_002512.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40213795996\",\"ncf\":\"E326550607532\",\"fecha_comprobante\":\"20240913\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":406.00,\"itbis_facturado\":58.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"YIRKAIRYS BELTRE QUEZADA\\nYIRKAIRYS BELTRE QUEZADA\\nRNC: 40213795996\\nCLIENTE: DOMINGUEZ MONEDERO SRL\\nRNC CLIENTE: 130297649\\nFACTURA DE CREDITO FISCAL\\nNCF: E326550607532\\nFACTURA NO.: 6103756\\nAUTORIZACION: 574818371\\nTELEFONO: 809-461-4810\\nFECHA: 13/09/2024  HORA: 13:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     202.00\\n    2  LIBRA     HARINA DE TRIGO LIBRA\\n                                      80.00\\n    1  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     124.00\\n-------------------------------------------\\nSUB-TOTAL RD$          406.00\\nITBIS 18% RD$          58.68\\nTOTAL RD$             464.68\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 3144309\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 66785419\\nVERIFICADO\"}","template_ids":[0],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["40213795996"],"invoice_ids":["inv_d08a76e74288753261a6"],"observation_id":"obs_e7b556e282116a0f28c0","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":9.05,"augmentation_metadata":{"downscale_factor":0.634,"red_scale":0.955,"blue_scale":1.045,"contrast_factor":0.884,"brightness_factor":1.056,"blur_sigma":0.816,"crop_applied":false,"camera_distance_factors":[0.934],"legibility_scale_corrections":[0.0],"final_contrast_stddev":81.72,"jpeg_quality":74,"documents":[{"rotation_deg":2.885,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8009620024761371626,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_002515.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132808614\",\"ncf\":\"E443668500445\",\"fecha_comprobante\":\"20240605\",\"monto_facturado\":272000.00,\"itbis_facturado\":48960.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":320960.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA RAMONA NATERA ORTIZ\\nRNC EMISOR: 00100883610\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES VALDIAZ SRL\\nRNC CLIENTE: 132808614\\nFACTURA DE CREDITO FISCAL\\nNCF: E443668500445\\nFACTURA NO.: 6125753\\nAUTORIZACION: 230426939\\nTELEFONO: 809-769-1892\\nFECHA: 05/06/2024  HORA: 14:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       84,000.00\\n    1  SERVICIO  ASESORIA TECNICA            17,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   86,000.00\\n    1  PROYECTO  DISENO DE PLANOS            71,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      272,000.00\\nITBIS 18% RD$      48,960.00\\nTOTAL RD$         320,960.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8877041\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 76738195\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00100883610"],"invoice_ids":["inv_8206108cf9c3f4c4ae49"],"observation_id":"obs_4afd5562d9010128b567","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.78,"augmentation_metadata":{"downscale_factor":0.8,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.878,"brightness_factor":0.86,"blur_sigma":0.878,"crop_applied":false,"camera_distance_factors":[0.949],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.06,"jpeg_quality":77,"documents":[{"rotation_deg":-3.493,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4419385572648707145,"difficulty":"medium","split":"train"}
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{"image":"images/607_002517.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130000362\",\"ncf\":\"B0246758162\",\"fecha_comprobante\":\"20240316\",\"monto_facturado\":37772.70,\"itbis_facturado\":6799.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":44571.79,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COOPSANTIAGOOESTE\\nRNC EMISOR: 430350265\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO REYNOSO HACHE SRL\\nRNC CLIENTE: 130000362\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0246758162\\nFACTURA NO.: 8615351\\nAUTORIZACION: 639878950\\nTELEFONO: 809-865-2740\\nFECHA: 16/03/2024  HORA: 08:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,485.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,691.80\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,196.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,485.90\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  14,914.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,772.70\\nIMPUESTO ITBIS RD$       6,799.09\\nTOTAL RD$          44,571.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6930271\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 42091898\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430350265"],"invoice_ids":["inv_a06a40c17b5bf57ff3d6"],"observation_id":"obs_f081a8fd41ea60a2d595","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":8.71,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.016,"brightness_factor":0.998,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.02,"jpeg_quality":97,"documents":[{"rotation_deg":-0.024,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17632819622938587283,"difficulty":"clean","split":"train"}
{"image":"images/606_002518.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132685792\",\"ncf\":\"B1555006072\",\"fecha_comprobante\":\"20240915\",\"monto_facturado_servicios\":47595.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8567.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"KALPAQ\\nKALPAQ SRL\\nRNC 132685792\\nCLIENTE: ELADIO MAXIMO SANCHEZ DEL VILLAR\\nRNC CLIENTE: 00116875121\\nFACTURA DE CREDITO FISCAL\\nNCF B1555006072\\nFACTURA NO.: 1368965\\nAUTORIZACION: 486531953\\nTELEFONO: 809-764-2240\\nFECHA: 15/09/2024  HORA: 10:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  42,903.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   4,692.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       47,595.50\\nITBIS 18% RD$       8,567.19\\nTOTAL RD$          56,162.69\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7956355\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 81580710\\nCOPIA\"}","template_ids":[0],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["132685792"],"invoice_ids":["inv_783dfaf7c0b823fc9e03"],"observation_id":"obs_975e6c1f7fd55b358780","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":9.5,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.868,"brightness_factor":1.035,"blur_sigma":0.288,"crop_applied":false,"camera_distance_factors":[0.938],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.22,"jpeg_quality":91,"documents":[{"rotation_deg":-0.201,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12914308494485573165,"difficulty":"light","split":"train"}
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{"image":"images/606_002526.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131921175\",\"ncf\":\"E316957237803\",\"fecha_comprobante\":\"20240117\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3494.00,\"itbis_facturado\":628.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00109774752\",\"ncf\":\"E440117589213\",\"fecha_comprobante\":\"20250517\",\"monto_facturado_servicios\":129500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23310.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ANGESEGUROS\\nANGESEGUROS SRL\\nRNC 131921175\\nCLIENTE: CIRILO LEONARDO FEBLES\\nRNC CLIENTE: 02500399544\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316957237803\\nFACTURA NO.: 9747902\\nAUTORIZACION: 480668386\\nTELEFONO: 809-628-3279\\nFECHA: 17/01/2024  HORA: 20:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         3,494.00\\n----------------------------------------------\\nSUB-TOTAL RD$        3,494.00\\nITBIS 18% RD$         628.92\\nTOTAL RD$           4,122.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6888968\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 26131138\\nDETALLE DE SERVICIOS\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nRUMARDA MORETA PEÑA PEÑA\\nRUMARDA MORETA PEÑA PEÑA\\nRNC: 00109774752\\nCLIENTE: JOSE ABRAHAN GONZALEZ BETANCES\\nRNC CLIENTE: 03600424125\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440117589213\\nFACTURA NO.: 1203585\\nAUTORIZACION: 621842078\\nTELEFONO: 809-895-2954\\nFECHA: 17/05/2025  HORA: 15:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   33,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,500.00\\n    1  CASO      REPRESENTACION LEGAL        26,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   58,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      129,500.00\\nITBIS 18% RD$      23,310.00\\nTOTAL RD$         152,810.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 108223\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 34011042\\nPROCESADO\"}","template_ids":[4,13],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131921175","00109774752"],"invoice_ids":["inv_92bb0ded5afa7b5b2933","inv_88d2525100801568fbbf"],"observation_id":"obs_46020e37b9e2c9544f99","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.99,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.2,"jpeg_quality":98,"documents":[{"rotation_deg":0.065,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.084,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":16582973691343735354,"difficulty":"medium","split":"train"}
{"image":"images/607_002527.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101513969\",\"ncf\":\"B1574036182\",\"fecha_comprobante\":\"20250831\",\"monto_facturado\":7000.00,\"itbis_facturado\":1260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":8260.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IDISA\\nRNC EMISOR: 130883734\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INTEGRADA DE SIRVICIOS S A\\nRNC CLIENTE: 101513969\\nFACTURA DE CREDITO FISCAL\\nNCF B1574036182\\nFACTURA NO.: 1818021\\nAUTORIZACION: 505646345\\nTELEFONO: 809-733-9448\\nFECHA: 31/08/2025  HORA: 17:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,000.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,000.00\\nITBIS 18% RD$       1,260.00\\nTOTAL RD$           8,260.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6673311\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130883734"],"invoice_ids":["inv_974b02c9058df60e1c4e"],"observation_id":"obs_bc9c25d9667013999ebc","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.91,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.85,"brightness_factor":1.022,"blur_sigma":0.45,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":88,"documents":[{"rotation_deg":0.547,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9581984195760578474,"difficulty":"medium","split":"train"}
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{"image":"images/607_002529.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03103176446\",\"ncf\":\"B1482184037\",\"fecha_comprobante\":\"20250608\",\"monto_facturado\":63000.00,\"itbis_facturado\":11340.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":74340.00},{\"rnc\":\"01201015557\",\"ncf\":\"E452575299533\",\"fecha_comprobante\":\"20240318\",\"monto_facturado\":17470.00,\"itbis_facturado\":3144.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":20614.60,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132622529\",\"ncf\":\"B0284086065\",\"fecha_comprobante\":\"20240813\",\"monto_facturado\":23043.00,\"itbis_facturado\":4147.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18041.40,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9149.34,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ROXANNA MARIA BATISTA CRUZ\\nRNC EMISOR: 40221280239\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RHINA MARIA SALCEDO GUZMAN\\nRNC CLIENTE: 03103176446\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1482184037\\nFACTURA NO.: 2742911\\nAUTORIZACION: 858514474\\nTELEFONO: 809-209-7277\\nFECHA: 08/06/2025  HORA: 14:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            34,000.00\\n    1  VISITA    INSPECCION TECNICA          16,500.00\\n    1  MES       SUPERVISION DE OBRA         12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       63,000.00\\nITBIS RD$      11,340.00\\nTOTAL RD$          74,340.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 7868969\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 41951601\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nREPARACION DE GOMA LA AVENIDA\\nRNC EMISOR: 00200976017\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALLENDE RAMOS FAMILIA\\nRNC CLIENTE: 01201015557\\nFACTURA DE CREDITO FISCAL\\nNCF E452575299533\\nFACTURA NO.: 3990529\\nAUTORIZACION: 409069303\\nTELEFONO: 809-806-7456\\nFECHA: 18/03/2024  HORA: 16:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     580.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,890.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,470.00\\nIMPUESTO ITBIS RD$       3,144.60\\nTOTAL RD$          20,614.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2577056\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 24715098\\nRDG\\nArchivado\\n\\n--- FACTURA ---\\n\\nSANTOS MANUEL CASTILLO ABREU\\nRNC EMISOR: 02500330531\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KASHAYL RD REAL ESTATE SRL\\nRNC CLIENTE: 132622529\\nFACTURA DE CREDITO FISCAL\\nNCF: B0284086065\\nFACTURA NO.: 5920925\\nAUTORIZACION: 411533123\\nTELEFONO: 809-222-6433\\nFECHA: 13/08/2024  HORA: 19:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   4,932.00\\n  300  PIE       ALAMBRE ELECTRICO THHN NO.\\n                 12\\n                                  11,850.00\\n    5  FUNDA     CEMENTO GRIS 42.5 KG\\n                                   2,915.00\\n    9  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                     846.00\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   2,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       23,043.00\\nITBIS RD$       4,147.74\\nTOTAL RD$          27,190.74\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4277224\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 81512296\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTALLERES NOLASCO MENDOZA\\nWENDY BANEL NOLASCO CARABALLO\\nRNC EMISOR: 04900194566\\nCLIENTE: BYRON JOSE ZAPATA MARQUEZ\\nRNC CLIENTE: 00118205160\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441997437664\\nFACTURA NO.: 0633084\\nAUTORIZACION: 898850495\\nTELEFONO: 809-203-7778\\nFECHA: 10/09/2025  HORA: 17:06\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  5,700.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                  8,539.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    632.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       14,871.00\\nITBIS RD$           0.00\\nTOTAL RD$          14,871.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7008939\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 39795993\\n\\n--- FACTURA ---\\n\\nMONTSERRAT IMPORT\\nRNC EMISOR: 130855082\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERDWIN LOGISTICS SOLUTIONS SRL\\nRNC CLIENTE: 132729005\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1520606979\\nFACTURA NO.: 9423157\\nAUTORIZACION: 956708557\\nTELEFONO: 809-597-8717\\nFECHA: 01/07/2025  HORA: 13:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO           965.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            435.50\\n    5  UNIDAD    EQUIPO ELECTRICO             8,449.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$        9,850.45\\nITBIS RD$       1,773.08\\nTOTAL RD$          11,623.53\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7134732\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 69388681\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nCYNTHIA MERCEDES MARTE MIRAMBEAUX\\nRNC EMISOR: 40223717733\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMAURY SEVERINO BENCOSME\\nRNC CLIENTE: 00112362231\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0252774391\\nFACTURA NO.: 7226486\\nAUTORIZACION: 291966676\\nTELEFONO: 809-852-6445\\nFECHA: 08/04/2025  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  17,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       17,500.00\\nITBIS RD$       3,150.00\\nOTROS IMPUESTOS RD$      74.51\\nTOTAL RD$          20,724.51\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9166852\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 98138420\\nCMM\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nNELSON MANUEL MARTINEZ ARAGONES\\nRNC EMISOR: 00102119807\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FIRCASA SRL\\nRNC CLIENTE: 133034387\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450705003822\\nFACTURA NO.: 8364431\\nAUTORIZACION: 597486426\\nTELEFONO: 809-746-5295\\nFECHA: 01/01/2024  HORA: 13:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    AGUA PURIFICADA 20 OZ          235.00\\n    3  LIBRA     ARROZ SELECTO LIBRA            114.00\\n    5  UNIDAD    DETERGENTE EN POLVO            885.00\\n    4  PAQUETE   AVENA EN HOJUELAS 500 G        468.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,702.00\\nITBIS 18% RD$         201.60\\nTOTAL RD$           1,903.60\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3457327\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 44083306\\nVERIFICADO\\nRevisado\"}","template_ids":[5,12,1,3],"business_categories":["comercio_general","comercio_general","profesional","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"],["curated","sidip_proconsumidor"]],"issuer_rncs":["130313679","130855082","40223717733","00102119807"],"invoice_ids":["inv_4eb35f75b9a07852f905","inv_373925077bc00bf813ba","inv_f223949d3ff8405c88cc","inv_a5b124be56883a5b9a01"],"observation_id":"obs_82478aae22aa23ad55c7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.831,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.116,"brightness_factor":0.931,"blur_sigma":0.213,"crop_applied":false,"camera_distance_factors":[0.925,0.932,0.935,0.995],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":42.35,"jpeg_quality":75,"documents":[{"rotation_deg":4.045,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.465,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.135,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.11,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"CMM"},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":6937342312050196064,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_002542.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130800618\",\"ncf\":\"E321352195111\",\"fecha_comprobante\":\"20250903\",\"monto_facturado_servicios\":173748.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":31274.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"PHYSICALMED\\nPHYSICALMED SRL\\nRNC EMISOR: 130800618\\nCLIENTE: DAYSON PEÑA CASTRO\\nRNC CLIENTE: 22301455204\\nFACTURA DE CREDITO FISCAL\\nNCF E321352195111\\nFACTURA NO.: 5923913\\nAUTORIZACION: 870008728\\nTELEFONO: 809-472-4173\\nFECHA: 03/09/2025  HORA: 11:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   24  PAGINA    TRADUCCION DE DOCUMENTOS    61,248.00\\n    1  CASO      REPRESENTACION LEGAL        92,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       15,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      173,748.00\\nITBIS RD$      31,274.64\\nTOTAL RD$         205,022.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1967615\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 93589425\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130800618"],"invoice_ids":["inv_ee30e75b11afa26ca811"],"observation_id":"obs_4e790cbebf9760b3e477","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.11,"augmentation_metadata":{"downscale_factor":0.932,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":1.089,"brightness_factor":0.858,"blur_sigma":0.308,"crop_applied":false,"camera_distance_factors":[0.918],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.06,"jpeg_quality":88,"documents":[{"rotation_deg":0.525,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3763975375420011828,"difficulty":"light","split":"train"}
{"image":"images/607_002543.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133328887\",\"ncf\":\"B1417355462\",\"fecha_comprobante\":\"20250406\",\"monto_facturado\":143061.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":143061.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CESAR JOSUE DIAZ\\nRNC EMISOR: 04702165772\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GERCHA BUSSINES AND MANAGMENT SRL\\nRNC CLIENTE: 133328887\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1417355462\\nFACTURA NO.: 9491334\\nAUTORIZACION: 886330521\\nTELEFONO: 809-527-9930\\nFECHA: 06/04/2025  HORA: 14:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES    5,500.00\\n    1  CASO      REPRESENTACION LEGAL        90,000.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,500.00\\n   19  PAGINA    TRADUCCION DE DOCUMENTOS    25,061.00\\n----------------------------------------------\\nSUBTOTAL RD$      143,061.00\\nITBIS RD$           0.00\\nTOTAL RD$         143,061.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6811430\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["04702165772"],"invoice_ids":["inv_58135b8b036986aa1a83"],"observation_id":"obs_c6b7acbcdb8fb887e518","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.86,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.73,"brightness_factor":1.096,"blur_sigma":0.484,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.19,"jpeg_quality":83,"documents":[{"rotation_deg":-0.172,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6099119979306996997,"difficulty":"medium","split":"test"}
{"image":"images/606_002544.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133527073\",\"ncf\":\"B0173011985\",\"fecha_comprobante\":\"20241103\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13904.99,\"itbis_facturado\":2502.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":44.65,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"PHILLIPS SMARTPHONE HERSAN\\nPHILLIPS SMARTPHONE HERSAN SRL\\nRNC: 133527073\\nCLIENTE: MUNDO1TELECOM SRL\\nRNC CLIENTE: 130203474\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0173011985\\nFACTURA NO.: 0169028\\nAUTORIZACION: 407163516\\nTELEFONO: 809-710-3268\\nFECHA: 03/11/2024  HORA: 14:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,859.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,163.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,094.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     788.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       13,904.99\\nIMPUESTO ITBIS RD$       2,502.90\\nOTROS IMPUESTOS RD$      44.65\\nTOTAL RD$          16,452.54\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 8852637\\nGRACIAS POR SU COMPRA\\nPSH\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133527073"],"invoice_ids":["inv_dbe6d033d0cd5cb6c00c"],"observation_id":"obs_db57c79db76357d1a2b9","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":10.28,"augmentation_metadata":{"downscale_factor":0.883,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.982,"brightness_factor":1.017,"blur_sigma":0.234,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.68,"jpeg_quality":90,"documents":[{"rotation_deg":0.196,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"PSH"}]},"num_invoices":1,"seed":14315981632394172534,"difficulty":"light","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 81170114\\nTEB\\n\\n--- FACTURA ---\\n\\nITERATIVO\\nITERATIVO SRL\\nRNC: 131566332\\nCLIENTE: YISSEL DINALDA CUELLO OVALLES DE TEJADA\\nRNC CLIENTE: 05601698722\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1449657293\\nFACTURA NO.: 5773909\\nAUTORIZACION: 90634438\\nTELEFONO: 809-879-5118\\nFECHA: 27/01/2024  HORA: 11:53\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 14,500.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       14,500.00\\nIMPUESTO ITBIS RD$       2,610.00\\nTOTAL RD$          17,110.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2073118\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 73724020\"}","template_ids":[1,5,9],"business_categories":["profesional","colmado_alimentos","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130675066","132499441","131566332"],"invoice_ids":["inv_1695439023e996dc20e4","inv_4482806dd897d1bd9f77","inv_d09101cbfb6b05609f3c"],"observation_id":"obs_964c9fd553ece243bce7","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.46,"augmentation_metadata":{"downscale_factor":0.803,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.757,"brightness_factor":1.088,"blur_sigma":0.409,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":64.68,"jpeg_quality":89,"documents":[{"rotation_deg":-0.134,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.144,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.221,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"TEB"},{"kind":"none","text":""}]},"num_invoices":3,"seed":7237959399710990450,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 73802891\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nDISTRIBUIDORA O & B\\nDISTRIBUIDORA O & B SRL\\nRNC: 131252397\\nCLIENTE: TS-D-111 SRL\\nRNC CLIENTE: 105023921\\nFACTURA DE CREDITO FISCAL\\nNCF B1561912308\\nFACTURA NO.: 8880361\\nAUTORIZACION: 758640234\\nTELEFONO: 809-278-6079\\nFECHA: 13/01/2025  HORA: 09:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,882.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,715.99\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,347.96\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     897.98\\n-------------------------------------------\\nSUB-TOTAL RD$       28,843.93\\nITBIS RD$       5,191.91\\nTOTAL RD$          34,035.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7980428\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 19205578\\nDOB\\n\\n--- FACTURA ---\\n\\nGRUPO MAÑANA\\nGRUPO MAÑANA SRL\\nRNC EMISOR: 131760562\\nCLIENTE: FIDEICOMISO NCS RESIDENCE I\\nRNC CLIENTE: 131184792\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451255264217\\nFACTURA NO.: 7682918\\nAUTORIZACION: 410553494\\nTELEFONO: 809-992-8979\\nFECHA: 03/06/2024  HORA: 14:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PANTALON CASUAL              4,670.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,670.00\\nITBIS 18% RD$         840.60\\nTOTAL RD$           5,510.60\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3472958\\nGRACIAS POR SU COMPRA\"}","template_ids":[6,1,13],"business_categories":["inmobiliario","comercio_general","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131660691","131252397","131760562"],"invoice_ids":["inv_055ae7d3003e48c92400","inv_cd6b2b45d402421fc5be","inv_cb40ec3375f3ea85c976"],"observation_id":"obs_0ba02caa14628f258afe","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.98,"augmentation_metadata":{"downscale_factor":0.904,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":1.06,"brightness_factor":1.069,"blur_sigma":0.359,"crop_applied":false,"camera_distance_factors":[0.957,0.946,0.986],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":81.65,"jpeg_quality":91,"documents":[{"rotation_deg":1.959,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.069,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.88,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"DOB"},{"kind":"none","text":""}]},"num_invoices":3,"seed":8608728530157442087,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 22052018\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEEA\\n\\n--- FACTURA ---\\n\\nCONGELADOS DON DIEGO PADILLA\\nRNC EMISOR: 131739407\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GOLDEN STARS HOTELS AND RESORTS\\nSRL\\nRNC CLIENTE: 131300405\\nFACTURA DE CREDITO FISCAL\\nNCF: E457893230288\\nFACTURA NO.: 3462296\\nAUTORIZACION: 915268424\\nTELEFONO: 809-608-1724\\nFECHA: 16/08/2025  HORA: 09:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,435.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,435.00\\nITBIS 18% RD$         258.30\\nPROPINA LEGAL RD$       143.50\\nTOTAL RD$           1,836.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6166079\\nGRACIAS POR SU COMPRA\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nZOE RESTAURANT & LOUNGE C POR A\\nRNC EMISOR: 130582157\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS RAMON CESAREO PICHARDO REYES\\nRNC CLIENTE: 00112340716\\nFACTURA DE CREDITO FISCAL\\nNCF: E444653938700\\nFACTURA NO.: 2578635\\nAUTORIZACION: 956176246\\nTELEFONO: 809-810-3385\\nFECHA: 09/02/2024  HORA: 13:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  20,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  22,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       42,500.00\\nITBIS RD$       7,650.00\\nTOTAL RD$          50,150.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 2372425\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_002564.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132709772\",\"ncf\":\"E452650153332\",\"fecha_comprobante\":\"20240627\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5733.00,\"itbis_facturado\":1031.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00114823347\",\"ncf\":\"E446764338319\",\"fecha_comprobante\":\"20241124\",\"monto_facturado_servicios\":12500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JLH VAPER NAILBARS AND BARBERS SHOP\\nJLH VAPER NAILBARS AND BARBERS SHOP SRL\\nRNC 132709772\\nCLIENTE: CV ENLACE SRL\\nRNC CLIENTE: 130267911\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452650153332\\nFACTURA NO.: 8648119\\nAUTORIZACION: 810168492\\nTELEFONO: 809-535-9969\\nFECHA: 27/06/2024  HORA: 18:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     786.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   4,533.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     414.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,733.00\\nIMPUESTO ITBIS RD$       1,031.94\\nTOTAL RD$           6,764.94\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9281874\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nELSA CONSUELO ROLLAN SAINT-AMAND\\nELSA CONSUELO ROLLAN SAINT-AMAND\\nRNC 00114823347\\nCLIENTE: CANAKEY SRL\\nRNC CLIENTE: 132636082\\nFACTURA DE CREDITO FISCAL\\nNCF E446764338319\\nFACTURA NO.: 2005902\\nAUTORIZACION: 343055069\\nTELEFONO: 809-365-2240\\nFECHA: 24/11/2024  HORA: 13:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  12,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,500.00\\nITBIS 18% RD$       2,250.00\\nTOTAL RD$          14,750.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7862772\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 94365525\"}","template_ids":[1,5],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132709772","00114823347"],"invoice_ids":["inv_b0891ebcc2ca6a67fcb6","inv_f7fca9ff1e28ba57bd84"],"observation_id":"obs_101ebd9cdd0ab88494b8","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.28,"augmentation_metadata":{"downscale_factor":0.891,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.983,"brightness_factor":0.988,"blur_sigma":0.195,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":45.47,"jpeg_quality":95,"documents":[{"rotation_deg":0.323,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.604,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":656442288629594097,"difficulty":"medium","split":"validation"}
{"image":"images/607_002565.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03400553602\",\"ncf\":\"E314572078488\",\"fecha_comprobante\":\"20250819\",\"monto_facturado\":1979.75,\"itbis_facturado\":356.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2336.11,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131462855\",\"ncf\":\"B0206256053\",\"fecha_comprobante\":\"20240402\",\"monto_facturado\":18058.25,\"itbis_facturado\":3250.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":21308.74,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SUPER COLMADO EL ABEJERO\\nRNC EMISOR: 06500366585\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AURINELIS MARTINEZ REYNOSO\\nRNC CLIENTE: 03400553602\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314572078488\\nFACTURA NO.: 6042812\\nAUTORIZACION: 90941047\\nTELEFONO: 809-816-9209\\nFECHA: 19/08/2025  HORA: 14:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     125.00\\n    5  UNIDAD    DETERGENTE EN POLVO\\n                                   1,854.75\\n-------------------------------------------\\nSUB-TOTAL RD$        1,979.75\\nITBIS RD$         356.36\\nTOTAL RD$           2,336.11\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5266774\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 63715082\\n\\n--- FACTURA ---\\n\\nCOCALECA GAS\\nRNC EMISOR: 102320004\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CELADON INGENIERIA SRL\\nRNC CLIENTE: 131462855\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0206256053\\nFACTURA NO.: 3575590\\nAUTORIZACION: 300481115\\nTELEFONO: 809-737-2151\\nFECHA: 02/04/2024  HORA: 13:50\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,417.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 14,289.75\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,125.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,226.50\\n----------------------------------------------------------\\nSUB-TOTAL RD$       18,058.25\\nITBIS RD$       3,250.49\\nTOTAL RD$          21,308.74\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1632530\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 91046666\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,9],"business_categories":["colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["06500366585","102320004"],"invoice_ids":["inv_9710fe19395f7fbe44b5","inv_330e758eb059d44af0c2"],"observation_id":"obs_3843e72c41627f955cc4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":6.88,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.989,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.39,"jpeg_quality":97,"documents":[{"rotation_deg":0.121,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.145,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9967145550392562422,"difficulty":"medium","split":"train"}
{"image":"images/606_002566.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05600818909\",\"ncf\":\"B1434570168\",\"fecha_comprobante\":\"20250927\",\"monto_facturado_servicios\":212468.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":38244.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"01500047343\",\"ncf\":\"B0176972836\",\"fecha_comprobante\":\"20250609\",\"monto_facturado_servicios\":7168.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1290.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"AMERICA ANTONIA GARCIAS RODRIGUEZ\\nAMERICA ANTONIA GARCIAS RODRIGUEZ\\nRNC 05600818909\\nCLIENTE: MAXIMA BIENVENIDA BAUTISTA DE MARTINEZ\\nRNC CLIENTE: 00103776225\\nFACTURA DE CREDITO FISCAL\\nNCF: B1434570168\\nFACTURA NO.: 2463230\\nAUTORIZACION: 179649681\\nTELEFONO: 809-620-4346\\nFECHA: 27/09/2025  HORA: 18:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       SERVICIOS CONTABLES DEL MES   60,000.00\\n    1  CASO      REPRESENTACION LEGAL       102,500.00\\n    1  VISITA    INSPECCION TECNICA          12,000.00\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS    17,968.00\\n    1  SERVICIO  ASESORIA TECNICA            20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      212,468.00\\nITBIS 18% RD$      38,244.24\\nTOTAL RD$         250,712.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1120258\\nGRACIAS POR SU COMPRA\\nPendiente\\n\\n--- FACTURA ---\\n\\nMARTHA  ALCANTARA ALCANTARA\\nMARTHA  ALCANTARA ALCANTARA\\nRNC: 01500047343\\nCLIENTE: TODO PIEZA SANTIAGO SRL\\nRNC CLIENTE: 102337047\\nFACTURA DE CREDITO FISCAL\\nNCF: B0176972836\\nFACTURA NO.: 6451930\\nAUTORIZACION: 968831070\\nTELEFONO: 809-994-5662\\nFECHA: 09/06/2025  HORA: 08:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         7,168.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,168.00\\nIMPUESTO ITBIS RD$       1,290.24\\nTOTAL RD$           8,458.24\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 701570\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 32284885\\nMAA\\nPROCESADO\"}","template_ids":[3,13],"business_categories":["profesional","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05600818909","01500047343"],"invoice_ids":["inv_12028a0fb4b072601089","inv_2ef3ae5dde7c4436fcb2"],"observation_id":"obs_24986868a93ceb6ccd1e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.019,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.46,"jpeg_quality":95,"documents":[{"rotation_deg":0.035,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.077,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MAA"}]},"num_invoices":2,"seed":14899202310870415340,"difficulty":"medium","split":"test"}
{"image":"images/607_002567.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133512653\",\"ncf\":\"E325598423651\",\"fecha_comprobante\":\"20250123\",\"monto_facturado\":493490.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":493490.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02601040732\",\"ncf\":\"B0243658817\",\"fecha_comprobante\":\"20241005\",\"monto_facturado\":1027790.50,\"itbis_facturado\":185002.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1212792.79},{\"rnc\":\"132624653\",\"ncf\":\"B0146467819\",\"fecha_comprobante\":\"20250208\",\"monto_facturado\":27761.97,\"itbis_facturado\":4997.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":32759.12,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RF BIENES RAICES S A\\nRNC EMISOR: 101521211\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EJESALUD SRL\\nRNC CLIENTE: 133512653\\nFACTURA DE CREDITO FISCAL\\nNCF E325598423651\\nFACTURA NO.: 7562533\\nAUTORIZACION: 78073508\\nTELEFONO: 809-414-9193\\nFECHA: 23/01/2025  HORA: 16:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          485,062.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    8,428.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      493,490.50\\nITBIS RD$           0.00\\nTOTAL RD$         493,490.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1251714\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 59309648\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJUAN JOSE REYES HIDALGO\\nRNC EMISOR: 00108794207\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MINELLY RODRIGUEZ SEVERINO DE OLEA\\nRNC CLIENTE: 02601040732\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0243658817\\nFACTURA NO.: 4164432\\nAUTORIZACION: 798200803\\nTELEFONO: 809-282-4921\\nFECHA: 05/10/2024  HORA: 14:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       35,938.00\\n    5  SERVICIO  COMISION INMOBILIARIA      991,852.50\\n----------------------------------------------\\nSUB-TOTAL RD$    1,027,790.50\\nITBIS 18% RD$     185,002.29\\nTOTAL RD$       1,212,792.79\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 5425261\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 75644280\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nNANCY MA Y ASOCIADOS C POR A\\nRNC EMISOR: 101124296\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA E INMOBILIARIA ALASKANY SR\\nRNC CLIENTE: 132624653\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0146467819\\nFACTURA NO.: 4175844\\nAUTORIZACION: 104436848\\nTELEFONO: 809-896-7326\\nFECHA: 08/02/2025  HORA: 20:59\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,727.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 22,020.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    839.97\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,810.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,365.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       27,761.97\\nITBIS 18% RD$       4,997.15\\nTOTAL RD$          32,759.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9572421\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 36373764\"}","template_ids":[4,11,9],"business_categories":["inmobiliario","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101521211","00108794207","101124296"],"invoice_ids":["inv_7d34879def0870260894","inv_741540807d1ef26ccbbf","inv_5ac5d2e9de39e78057b4"],"observation_id":"obs_eb122e75ae6ee8386b3b","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.78,"augmentation_metadata":{"downscale_factor":0.596,"red_scale":0.945,"blue_scale":1.055,"contrast_factor":1.106,"brightness_factor":0.975,"blur_sigma":0.802,"crop_applied":true,"camera_distance_factors":[0.992,0.962,0.888],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":91.2,"jpeg_quality":76,"documents":[{"rotation_deg":5.035,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.927,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.688,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9414865608002337457,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_002568.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101205873\",\"ncf\":\"E444892581997\",\"fecha_comprobante\":\"20240223\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1631.80,\"itbis_facturado\":293.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"06700060814\",\"ncf\":\"B1459735525\",\"fecha_comprobante\":\"20240416\",\"monto_facturado_servicios\":1686.00,\"monto_facturado_bienes\":20295.35,\"itbis_facturado\":3956.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132936809\",\"ncf\":\"E440427377371\",\"fecha_comprobante\":\"20240924\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":11277.00,\"itbis_facturado\":2029.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"BOENZA C POR A\\nBOENZA C POR A\\nRNC 101205873\\nCLIENTE: CONCILIO DE IGLESIAS DE DIOS\\nPENTECOSTA\\nRNC CLIENTE: 430413771\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E444892581997\\nFACTURA NO.: 5468300\\nAUTORIZACION: 994003312\\nTELEFONO: 809-708-8528\\nFECHA: 23/02/2024  HORA: 09:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,631.80\\n-------------------------------------------\\nSUB-TOTAL RD$        1,631.80\\nITBIS RD$         293.72\\nTOTAL RD$           1,925.52\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8847602\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 76180054\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDOMINGO HERNANDEZ MALDONADO\\nDOMINGO HERNANDEZ MALDONADO\\nRNC: 06700060814\\nCLIENTE: INMOBILIARIA HH MORROBEL SRL\\nRNC CLIENTE: 132544112\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1459735525\\nFACTURA NO.: 3433697\\nAUTORIZACION: 609433931\\nTELEFONO: 809-206-7528\\nFECHA: 16/04/2024  HORA: 09:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,947.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,686.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        12,347.85\\n----------------------------------------------\\nSUB-TOTAL RD$       21,981.35\\nITBIS RD$       3,956.64\\nTOTAL RD$          25,937.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6263768\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 14638168\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nPagado\\n\\n--- FACTURA ---\\n\\nLGC PRODUCTION HOUSE\\nLGC PRODUCTION HOUSE SRL\\nRNC: 132936809\\nCLIENTE: FDL SOLUTIONS SRL\\nRNC CLIENTE: 131907891\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440427377371\\nFACTURA NO.: 5130693\\nAUTORIZACION: 797331911\\nTELEFONO: 809-283-4783\\nFECHA: 24/09/2024  HORA: 17:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   8,990.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     782.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,505.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,277.00\\nIMPUESTO ITBIS RD$       2,029.86\\nTOTAL RD$          13,306.86\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8085627\\nGRACIAS POR SU COMPRA\\nArchivado\"}","template_ids":[1,11,5],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101205873","06700060814","132936809"],"invoice_ids":["inv_37d29e7fb235f70641ad","inv_733826de8ab9975d1c21","inv_c77038f9dbaaa1fbfb13"],"observation_id":"obs_a0a1452b2eef548a3058","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.01,"augmentation_metadata":{"downscale_factor":0.808,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.953,"brightness_factor":0.967,"blur_sigma":0.136,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.5,"jpeg_quality":81,"documents":[{"rotation_deg":2.244,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.385,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.398,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15781751402037917397,"difficulty":"hard","split":"train"}
{"image":"images/607_002569.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00107334179\",\"ncf\":\"E315616695254\",\"fecha_comprobante\":\"20240314\",\"monto_facturado\":43884.76,\"itbis_facturado\":7899.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":51784.02,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"WILLIANS MOISES REINOSO NUÑEZ\\nRNC EMISOR: 05500163620\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIO EMILIO MARTINEZ STEFANO\\nRNC CLIENTE: 00107334179\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315616695254\\nFACTURA NO.: 8023723\\nAUTORIZACION: 640188194\\nTELEFONO: 809-906-1727\\nFECHA: 14/03/2024  HORA: 11:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA          6,075.80\\n    4  UNIDAD    REPUESTO Y ACCESORIO        17,139.96\\n    3  UNIDAD    EQUIPO ELECTRICO            19,692.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           977.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       43,884.76\\nITBIS 18% RD$       7,899.26\\nTOTAL RD$          51,784.02\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8829032\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 89747325\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05500163620"],"invoice_ids":["inv_d853ca71112c6aa26e18"],"observation_id":"obs_2158b5de3dba6ebc698b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.838,"brightness_factor":1.049,"blur_sigma":0.307,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.54,"jpeg_quality":86,"documents":[{"rotation_deg":-1.189,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4624127068690131812,"difficulty":"medium","split":"train"}
{"image":"images/606_002570.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00113339782\",\"ncf\":\"E440113122455\",\"fecha_comprobante\":\"20250105\",\"monto_facturado_servicios\":200000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ENTRENAMIENTOS Y TECNOLOGIAS, ENTRENATEC\\nJOSE RAFAEL JIMENEZ FRIAS\\nRNC EMISOR: 00113339782\\nCLIENTE: YEIRO ALEJANDRO MATEO CANDELIER\\nRNC CLIENTE: 00111960258\\nFACTURA DE CREDITO FISCAL\\nNCF: E440113122455\\nFACTURA NO.: 3123915\\nAUTORIZACION: 822558348\\nTELEFONO: 809-730-7830\\nFECHA: 05/01/2025  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            22,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   75,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    50,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    35,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      200,000.00\\nITBIS 18% RD$      36,000.00\\nTOTAL RD$         236,000.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6270818\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 63851374\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00113339782"],"invoice_ids":["inv_360b719b405a259415e2"],"observation_id":"obs_2961693a1be110d408b2","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.005,"brightness_factor":0.999,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.91,"jpeg_quality":97,"documents":[{"rotation_deg":0.056,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5993256214692953615,"difficulty":"clean","split":"train"}
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{"image":"images/606_002572.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130822808\",\"ncf\":\"B1530670836\",\"fecha_comprobante\":\"20250721\",\"monto_facturado_servicios\":10433.00,\"monto_facturado_bienes\":22059.00,\"itbis_facturado\":5848.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INVERSIONES VALDUS\\nINVERSIONES VALDUS SRL\\nRNC: 130822808\\nCLIENTE: CENTRO DE AGROECOLOGIA Y EDUCACION TECN\\nRNC CLIENTE: 430128902\\nFACTURA DE CREDITO FISCAL\\nNCF: B1530670836\\nFACTURA NO.: 7998368\\nAUTORIZACION: 339491528\\nTELEFONO: 809-508-9584\\nFECHA: 21/07/2025  HORA: 15:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    2,500.00\\n  450  PIE       ALAMBRE ELECTRICO THHN NO. 12   20,475.00\\n   12  UNIDAD    INTERRUPTOR SENCILLO         1,584.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION    7,933.00\\n----------------------------------------------\\nSUBTOTAL RD$       32,492.00\\nITBIS RD$       5,848.56\\nTOTAL RD$          38,340.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7414346\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nPAGADO\"}","template_ids":[7],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["130822808"],"invoice_ids":["inv_ff09159adc0809f32f35"],"observation_id":"obs_0e8f77095b9eae7239f6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":5.9,"augmentation_metadata":{"downscale_factor":0.669,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.956,"brightness_factor":0.901,"blur_sigma":0.388,"crop_applied":false,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.75,"jpeg_quality":89,"documents":[{"rotation_deg":-2.587,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7007197112166430649,"difficulty":"medium","split":"train"}
{"image":"images/607_002573.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40225882881\",\"ncf\":\"E316615168349\",\"fecha_comprobante\":\"20241018\",\"monto_facturado\":94500.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":94500.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SERVICIOS INTEGRALES A COMPAÑIAS Y CONDOMI\\nRNC EMISOR: 131075118\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LENIZA GARCIA ESPINOSA\\nRNC CLIENTE: 40225882881\\nFACTURA DE CREDITO FISCAL\\nNCF: E316615168349\\nFACTURA NO.: 7610200\\nAUTORIZACION: 877705165\\nTELEFONO: 809-546-5602\\nFECHA: 18/10/2024  HORA: 20:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA           9,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   45,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       40,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       94,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          94,500.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2730927\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 59422718\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131075118"],"invoice_ids":["inv_1dd03acfc73bb45a63c5"],"observation_id":"obs_0e016f9ffbae73094614","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.42,"augmentation_metadata":{"downscale_factor":0.914,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.864,"brightness_factor":0.969,"blur_sigma":0.454,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.04,"jpeg_quality":91,"documents":[{"rotation_deg":2.71,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16196619963144330364,"difficulty":"hard","split":"train"}
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{"image":"images/607_002575.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133037068\",\"ncf\":\"E444406629315\",\"fecha_comprobante\":\"20240723\",\"monto_facturado\":601.00,\"itbis_facturado\":108.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":709.18,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"08700168852\",\"ncf\":\"B0189459280\",\"fecha_comprobante\":\"20241209\",\"monto_facturado\":2135.00,\"itbis_facturado\":384.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":2519.30,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"B11 IMPORTADORES FERRETEROS\\nRNC EMISOR: 133261172\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JMORALES MULTI SERVICIOS SRL\\nRNC CLIENTE: 133037068\\nFACTURA DE CREDITO FISCAL\\nNCF: E444406629315\\nFACTURA NO.: 2504248\\nAUTORIZACION: 819151635\\nTELEFONO: 809-387-4004\\nFECHA: 23/07/2024  HORA: 11:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     601.00\\n-------------------------------------------\\nSUB-TOTAL RD$          601.00\\nIMPUESTO ITBIS RD$         108.18\\nTOTAL RD$             709.18\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3967329\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 78787911\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMARMEL QUIMICA R E M N\\nRNC EMISOR: 132637941\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIO BLADIMIR MEJIA GALAN\\nRNC CLIENTE: 08700168852\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0189459280\\nFACTURA NO.: 9354687\\nAUTORIZACION: 155531102\\nTELEFONO: 809-938-3800\\nFECHA: 09/12/2024  HORA: 17:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,135.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,135.00\\nIMPUESTO ITBIS RD$         384.30\\nTOTAL RD$           2,519.30\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3438830\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 84886476\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133261172","132637941"],"invoice_ids":["inv_e8bf92d3fc546a0caaa7","inv_fd291c489bd84d14464d"],"observation_id":"obs_1ec27238f77d5ea0fe55","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.46,"augmentation_metadata":{"downscale_factor":0.689,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.913,"brightness_factor":0.992,"blur_sigma":0.408,"crop_applied":false,"camera_distance_factors":[0.954,0.891],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.19,"jpeg_quality":90,"documents":[{"rotation_deg":-2.327,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-3.577,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":10327218178988607657,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nAUTO ROBERTS\\nRNC EMISOR: 106014232\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TROPIMARINA SRL\\nRNC CLIENTE: 101671582\\nFACTURA DE CREDITO FISCAL\\nNCF E447444901186\\nFACTURA NO.: 8711081\\nAUTORIZACION: 661718958\\nTELEFONO: 809-849-5052\\nFECHA: 30/11/2025  HORA: 14:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ACEITE DE MOTOR              2,094.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     5,806.95\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,951.00\\n    1  UNIDAD    BATERIA AUTOMOTRIZ          12,569.50\\n    1  SERVICIO  REPARACION MECANICA         11,506.50\\n----------------------------------------------\\nSUBTOTAL RD$       33,927.95\\nITBIS RD$       6,107.03\\nTOTAL RD$          40,034.98\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8936667\\nGRACIAS POR SU COMPRA\\nAR\"}","template_ids":[5,7,3],"business_categories":["comercio_general","automotriz","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101521902","133351811","106014232"],"invoice_ids":["inv_9908ec754a85242dbd16","inv_4d49483572355c9c4847","inv_03f1a0f1809295220e15"],"observation_id":"obs_f7a2a93c9d5e3860b950","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.85,"augmentation_metadata":{"downscale_factor":0.773,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.907,"brightness_factor":0.896,"blur_sigma":0.501,"crop_applied":false,"camera_distance_factors":[0.95,0.977,0.994],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":31.64,"jpeg_quality":88,"documents":[{"rotation_deg":-2.762,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.665,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":2.685,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"AR"}]},"num_invoices":3,"seed":1263462754340228950,"difficulty":"hard","split":"train"}
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{"image":"images/606_002596.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00201220019\",\"ncf\":\"B1548890975\",\"fecha_comprobante\":\"20241218\",\"monto_facturado_servicios\":1543.00,\"monto_facturado_bienes\":9466.35,\"itbis_facturado\":1981.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"04900376445\",\"ncf\":\"B1502538768\",\"fecha_comprobante\":\"20250227\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17872.00,\"itbis_facturado\":3216.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ANA YRIS MARTINEZ ORTIZ\\nANA YRIS MARTINEZ ORTIZ\\nRNC 00201220019\\nCLIENTE: ANDRES REYES HERRERA\\nRNC CLIENTE: 02700300763\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1548890975\\nFACTURA NO.: 6857241\\nAUTORIZACION: 106765119\\nTELEFONO: 809-427-7774\\nFECHA: 18/12/2024  HORA: 12:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            889.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,543.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         1,477.90\\n    3  UNIDAD    MATERIAL DE OFICINA          3,843.00\\n    1  UNIDAD    EQUIPO ELECTRICO             3,255.95\\n----------------------------------------------\\nSUBTOTAL RD$       11,009.35\\nITBIS 18% RD$       1,981.68\\nTOTAL RD$          12,991.03\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2191212\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 84081317\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCARLOS MANUEL PERALTA FABIAN\\nCARLOS MANUEL PERALTA FABIAN\\nRNC EMISOR: 04900376445\\nCLIENTE: CESAR AUGUSTO LOPEZ ALMONTE\\nRNC CLIENTE: 03700261781\\nFACTURA DE CREDITO FISCAL\\nNCF: B1502538768\\nFACTURA NO.: 7444653\\nAUTORIZACION: 905546966\\nTELEFONO: 809-473-2881\\nFECHA: 27/02/2025  HORA: 10:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  17,872.00\\n-------------------------------------------\\nSUBTOTAL RD$       17,872.00\\nITBIS RD$       3,216.96\\nTOTAL RD$          21,088.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1045973\\nGRACIAS POR SU COMPRA\"}","template_ids":[13,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00201220019","04900376445"],"invoice_ids":["inv_6f31b152506536dc8c6c","inv_d46ced43545ba737f635"],"observation_id":"obs_1674debbcb057683f9aa","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.036,"brightness_factor":0.995,"blur_sigma":0.248,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.64,"jpeg_quality":93,"documents":[{"rotation_deg":-0.595,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.579,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":1122406719485210295,"difficulty":"medium","split":"train"}
{"image":"images/607_002597.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03100694870\",\"ncf\":\"B0131229812\",\"fecha_comprobante\":\"20251017\",\"monto_facturado\":46619.99,\"itbis_facturado\":8391.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":55011.59,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DISTRIBUIDORA ZD & M\\nRNC EMISOR: 133458332\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL DAVID HERNANDEZ GONZALEZ\\nRNC CLIENTE: 03100694870\\nFACTURA DE CREDITO FISCAL\\nNCF: B0131229812\\nFACTURA NO.: 0963998\\nAUTORIZACION: 748699141\\nTELEFONO: 809-918-3438\\nFECHA: 17/10/2025  HORA: 08:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  29,775.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     910.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  15,025.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     482.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     427.00\\n-------------------------------------------\\nSUB-TOTAL RD$       46,619.99\\nITBIS 18% RD$       8,391.60\\nTOTAL RD$          55,011.59\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9526239\\nGRACIAS POR SU COMPRA\\nENTREGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133458332"],"invoice_ids":["inv_d6254c1d28ce331b018a"],"observation_id":"obs_1b00fbfea64b2985b33d","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.05,"augmentation_metadata":{"downscale_factor":0.971,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.982,"brightness_factor":0.984,"blur_sigma":0.153,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.35,"jpeg_quality":96,"documents":[{"rotation_deg":0.726,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1674896709579170898,"difficulty":"light","split":"train"}
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{"image":"images/607_002601.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"12300013146\",\"ncf\":\"E442346701500\",\"fecha_comprobante\":\"20240926\",\"monto_facturado\":29512.42,\"itbis_facturado\":3515.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":33027.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ANTONIO GONZALEZ ORTIZ\\nRNC EMISOR: 09600238506\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ALBERTO ABREU REYES\\nRNC CLIENTE: 12300013146\\nFACTURA DE CREDITO FISCAL\\nNCF: E442346701500\\nFACTURA NO.: 0081674\\nAUTORIZACION: 134542277\\nTELEFONO: 809-830-8765\\nFECHA: 26/09/2024  HORA: 11:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PLATANO BARAHONERO              41.98\\n    1  UNIDAD    FERTILIZANTE AGRICOLA        1,113.50\\n    1  SERVICIO  SERVICIO DE COSECHA         18,416.99\\n    5  QUINTAL   ARROZ EN CASCARA             9,939.95\\n----------------------------------------------\\nSUB-TOTAL RD$       29,512.42\\nITBIS RD$       3,515.49\\nTOTAL RD$          33,027.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5896380\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 89801457\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["09600238506"],"invoice_ids":["inv_cbbaf96c2329ffc16e3d"],"observation_id":"obs_370d444d67d5e8b127c6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.962,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.943,"brightness_factor":1.016,"blur_sigma":0.011,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.19,"jpeg_quality":96,"documents":[{"rotation_deg":-0.23,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12936323987229402512,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 61383921\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nBOXCORP 9\\nRNC EMISOR: 132582314\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTO ANTONIO COLON VALDEZ\\nRNC CLIENTE: 04600257705\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446817033234\\nFACTURA NO.: 8334659\\nAUTORIZACION: 358553896\\nTELEFONO: 809-282-7216\\nFECHA: 24/03/2024  HORA: 16:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,119.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,300.00\\n    4  UNIDAD    EQUIPO ELECTRICO            15,004.00\\n----------------------------------------------\\nSUBTOTAL RD$       19,423.00\\nIMPUESTO ITBIS RD$       3,496.14\\nOTROS IMPUESTOS RD$      22.07\\nTOTAL RD$          22,941.21\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 5062923\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 53469860\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTEMCORP\\nRNC EMISOR: 132100441\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESILIANCE FOOD COMPANY EIRL\\nRNC CLIENTE: 132098838\\nFACTURA DE CREDITO FISCAL\\nNCF: E327240879368\\nFACTURA NO.: 4446672\\nAUTORIZACION: 817709391\\nTELEFONO: 809-485-7605\\nFECHA: 28/09/2024  HORA: 14:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    BANNER PUBLICITARIO          3,026.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES   35,218.00\\n----------------------------------------------\\nSUBTOTAL RD$       38,244.00\\nIMPUESTO ITBIS RD$       6,883.92\\nTOTAL RD$          45,127.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6758692\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 97518957\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. 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{"image":"images/606_002614.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101602043\",\"ncf\":\"E447783809275\",\"fecha_comprobante\":\"20240613\",\"monto_facturado_servicios\":641.95,\"monto_facturado_bienes\":25662.96,\"itbis_facturado\":4734.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131293018\",\"ncf\":\"E441211305386\",\"fecha_comprobante\":\"20251223\",\"monto_facturado_servicios\":563.00,\"monto_facturado_bienes\":19569.90,\"itbis_facturado\":3623.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JUAN ALEXANDER SANDOVAL CAMPUSANO\\nJUAN ALEXANDER SANDOVAL CAMPUSANO\\nRNC EMISOR: 00101602043\\nCLIENTE: TOG SRL\\nRNC CLIENTE: 132511573\\nFACTURA DE CREDITO FISCAL\\nNCF: E447783809275\\nFACTURA NO.: 0380696\\nAUTORIZACION: 803855728\\nTELEFONO: 809-692-1169\\nFECHA: 13/06/2024  HORA: 10:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     641.95\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,683.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  21,923.96\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   1,710.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     346.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,304.91\\nITBIS RD$       4,734.88\\nTOTAL RD$          31,039.79\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1648671\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 52373387\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSDS SURVEYORS LTD\\nSDS SURVEYORS LTD\\nRNC: 131293018\\nCLIENTE: CONFRATERNIDAD DE PASTORES E\\nIGLESIAS D\\nRNC CLIENTE: 430334512\\nFACTURA DE CREDITO FISCAL\\nNCF: E441211305386\\nFACTURA NO.: 2829026\\nAUTORIZACION: 127478813\\nTELEFONO: 809-233-8671\\nFECHA: 23/12/2025  HORA: 11:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     585.90\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,844.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,135.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,005.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     563.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,132.90\\nITBIS 18% RD$       3,623.92\\nTOTAL RD$          23,756.82\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8977482\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 19347672\"}","template_ids":[0,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00101602043","131293018"],"invoice_ids":["inv_f050c36926e8afa396c1","inv_6a58fd57d18cd300235f"],"observation_id":"obs_3f5ddd6bc5ba221df295","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.999,"brightness_factor":1.011,"blur_sigma":0.079,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.43,"jpeg_quality":93,"documents":[{"rotation_deg":-0.498,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.563,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16741690547740131787,"difficulty":"medium","split":"train"}
{"image":"images/607_002615.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430358908\",\"ncf\":\"E457650689170\",\"fecha_comprobante\":\"20250122\",\"monto_facturado\":61009.50,\"itbis_facturado\":10981.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":71991.21}],\"ocr\":\"CARLOS JULIO PEREZ SIERRA\\nRNC EMISOR: 08200050089\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 04520\\nPLAZA C\\nRNC CLIENTE: 430358908\\nFACTURA DE CREDITO FISCAL\\nNCF: E457650689170\\nFACTURA NO.: 6497676\\nAUTORIZACION: 526717125\\nTELEFONO: 809-564-5774\\nFECHA: 22/01/2025  HORA: 20:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   1,499.00\\n    3  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  11,266.50\\n    3  UNIDAD    ACEITE DE MOTOR\\n                                   3,543.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                  31,920.00\\n    1  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  12,781.00\\n-------------------------------------------\\nSUBTOTAL RD$       61,009.50\\nIMPUESTO ITBIS RD$      10,981.71\\nTOTAL RD$          71,991.21\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 2613364\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 50385008\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCJP\"}","template_ids":[1],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["08200050089"],"invoice_ids":["inv_fe9950d20cf9f7204957"],"observation_id":"obs_b0192cd7cf0c67bebaa3","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.06,"augmentation_metadata":{"downscale_factor":0.759,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.86,"brightness_factor":0.96,"blur_sigma":0.063,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":72.69,"jpeg_quality":86,"documents":[{"rotation_deg":-2.138,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"CJP"}]},"num_invoices":1,"seed":15013289435985143342,"difficulty":"hard","split":"train"}
{"image":"images/606_002616.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"102006776\",\"ncf\":\"B1598343881\",\"fecha_comprobante\":\"20241106\",\"monto_facturado_servicios\":1581.00,\"monto_facturado_bienes\":33923.95,\"itbis_facturado\":6390.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"HORIZONTES ECONOMICOS S A\\nHORIZONTES ECONOMICOS S A\\nRNC EMISOR: 102006776\\nCLIENTE: ELPIDIO ALBERTO MINAYA MONTERO\\nRNC CLIENTE: 00300697331\\nFACTURA DE CREDITO FISCAL\\nNCF: B1598343881\\nFACTURA NO.: 8334869\\nAUTORIZACION: 584975070\\nTELEFONO: 809-727-3014\\nFECHA: 06/11/2024  HORA: 09:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,581.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,363.50\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,863.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  29,939.95\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     757.50\\n-------------------------------------------\\nSUB-TOTAL RD$       35,504.95\\nIMPUESTO ITBIS RD$       6,390.89\\nTOTAL RD$          41,895.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9424232\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 53891079\\nHES\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["102006776"],"invoice_ids":["inv_9d761e7016ad9803ae0e"],"observation_id":"obs_b99503343f523eedafc0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.99,"augmentation_metadata":{"downscale_factor":0.77,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":1.028,"brightness_factor":1.0,"blur_sigma":0.597,"crop_applied":false,"camera_distance_factors":[0.89],"legibility_scale_corrections":[0.0],"final_contrast_stddev":53.04,"jpeg_quality":86,"documents":[{"rotation_deg":0.672,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HES"}]},"num_invoices":1,"seed":14471374004921962047,"difficulty":"medium","split":"train"}
{"image":"images/607_002617.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133250233\",\"ncf\":\"B1464238571\",\"fecha_comprobante\":\"20250615\",\"monto_facturado\":281500.00,\"itbis_facturado\":50670.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":332170.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MICHELLE GOULART CARVALHO\\nRNC EMISOR: 40226919872\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RECIMINSA SRL\\nRNC CLIENTE: 133250233\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1464238571\\nFACTURA NO.: 9892118\\nAUTORIZACION: 929893461\\nTELEFONO: 809-534-7732\\nFECHA: 15/06/2025  HORA: 08:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  22,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  65,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                 102,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  91,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      281,500.00\\nIMPUESTO ITBIS RD$      50,670.00\\nTOTAL RD$         332,170.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2308625\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 28040257\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMGC\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40226919872"],"invoice_ids":["inv_1171b0ca71f5e6aad778"],"observation_id":"obs_6b9763b4c9854e9b83c0","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.01,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.004,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.45,"jpeg_quality":96,"documents":[{"rotation_deg":-0.033,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MGC"}]},"num_invoices":1,"seed":4105214642255054470,"difficulty":"clean","split":"train"}
{"image":"images/606_002618.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"114017007\",\"ncf\":\"E441559181736\",\"fecha_comprobante\":\"20250616\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":309.99,\"itbis_facturado\":55.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CENTRO FERRETERO LA DONA C POR A\\nCENTRO FERRETERO LA DONA C POR A\\nRNC EMISOR: 114017007\\nCLIENTE: NTRS SOLUCIONES TECNOLOGICAS SRL\\nRNC CLIENTE: 132174208\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441559181736\\nFACTURA NO.: 8710611\\nAUTORIZACION: 583842912\\nTELEFONO: 809-300-1674\\nFECHA: 16/06/2025  HORA: 12:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     309.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$          309.99\\nITBIS RD$          55.80\\nTOTAL RD$             365.79\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6010090\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 44610358\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["114017007"],"invoice_ids":["inv_15f08eb9688eb0908d31"],"observation_id":"obs_8b95f230e04717b750c0","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.05,"augmentation_metadata":{"downscale_factor":0.863,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.922,"brightness_factor":1.042,"blur_sigma":0.168,"crop_applied":false,"camera_distance_factors":[0.954],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.62,"jpeg_quality":94,"documents":[{"rotation_deg":-1.323,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14718082301806074959,"difficulty":"light","split":"train"}
{"image":"images/607_002619.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00114435134\",\"ncf\":\"B0218991262\",\"fecha_comprobante\":\"20240123\",\"monto_facturado\":273.95,\"itbis_facturado\":49.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":323.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00101638039\",\"ncf\":\"E449235911697\",\"fecha_comprobante\":\"20240101\",\"monto_facturado\":6890.00,\"itbis_facturado\":1240.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":8130.20,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132795504\",\"ncf\":\"B1467164884\",\"fecha_comprobante\":\"20250721\",\"monto_facturado\":142500.00,\"itbis_facturado\":25650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":168150.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SOLOARTEDR\\nRNC EMISOR: 133477084\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO DE JESUS PASCUAL MARTINEZ\\nRNC CLIENTE: 00114435134\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0218991262\\nFACTURA NO.: 2303963\\nAUTORIZACION: 226561881\\nTELEFONO: 809-539-4176\\nFECHA: 23/01/2024  HORA: 19:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            273.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$          273.95\\nITBIS RD$          49.31\\nTOTAL RD$             323.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8287880\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 92372295\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nRevisado\\n\\n--- FACTURA ---\\n\\nSOWENKIM AUTO IMPORT\\nRNC EMISOR: 133340496\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUSTO SUBERVI VASQUEZ\\nRNC CLIENTE: 00101638039\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E449235911697\\nFACTURA NO.: 9330308\\nAUTORIZACION: 906386273\\nTELEFONO: 809-616-7104\\nFECHA: 01/01/2024  HORA: 20:32\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  REPARACION MECANICA\\n                                                  5,563.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                                  1,327.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        6,890.00\\nITBIS RD$       1,240.20\\nTOTAL RD$           8,130.20\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9223180\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nWILTON ADOLFO VICIOSO DE LOS SANTOS\\nRNC EMISOR: 01200743068\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISP FUMIGACION SRL\\nRNC CLIENTE: 132795504\\nFACTURA DE CREDITO FISCAL\\nNCF B1467164884\\nFACTURA NO.: 7230307\\nAUTORIZACION: 970906353\\nTELEFONO: 809-805-5868\\nFECHA: 21/07/2025  HORA: 10:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  90,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  35,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  17,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      142,500.00\\nITBIS 18% RD$      25,650.00\\nTOTAL RD$         168,150.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7784253\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_002626.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00105348569\",\"ncf\":\"E448404235820\",\"fecha_comprobante\":\"20240704\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":992.00,\"itbis_facturado\":144.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"COLMADITO CRUZ DE MENDOZA\\nMARIO UBALDO MEDRANO FLORES\\nRNC 00105348569\\nCLIENTE: BRAULIO RAMON\\nSOSA MAR\\nRNC CLIENTE: 04500189669\\nFACTURA DE CREDITO FISCAL\\nNCF E448404235820\\nFACTURA NO.: 4303244\\nAUTORIZACION: 225462628\\nTELEFONO: 809-715-3150\\nFECHA: 04/07/2024  HORA: 16:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  LIBRA     ARROZ SELECTO LIBRA\\n                                     190.00\\n    1  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     150.00\\n    2  LIBRA     CAFE MOLIDO 1 LB\\n                                     652.00\\n-------------------------------------------\\nSUBTOTAL RD$          992.00\\nIMPUESTO ITBIS RD$         144.36\\nTOTAL RD$           1,136.36\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3456830\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 62907279\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated","sidip_proconsumidor"]],"issuer_rncs":["00105348569"],"invoice_ids":["inv_b4be1b656d74cd5db589"],"observation_id":"obs_a11ce322d4077ad3531a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.21,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.755,"brightness_factor":1.046,"blur_sigma":0.514,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.5,"jpeg_quality":81,"documents":[{"rotation_deg":-0.646,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15083020665631770321,"difficulty":"medium","split":"validation"}
{"image":"images/607_002627.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40227907330\",\"ncf\":\"E328821260983\",\"fecha_comprobante\":\"20241216\",\"monto_facturado\":10690.50,\"itbis_facturado\":1924.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7742.36,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":4872.43,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RANSELEC PLANTAS\\nRNC EMISOR: 131617344\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN FRANCISCO DIAZ ALBRINCOLE\\nRNC CLIENTE: 40227907330\\nFACTURA DE CREDITO FISCAL\\nNCF: E328821260983\\nFACTURA NO.: 5307322\\nAUTORIZACION: 308771520\\nTELEFONO: 809-699-3367\\nFECHA: 16/12/2024  HORA: 09:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,626.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,615.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,380.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,069.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,690.50\\nITBIS 18% RD$       1,924.29\\nTOTAL RD$          12,614.79\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9497669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 21022080\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131617344"],"invoice_ids":["inv_8699333f4084298bde43"],"observation_id":"obs_732fe46c5d34576be320","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.86,"augmentation_metadata":{"downscale_factor":0.791,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":1.104,"brightness_factor":0.934,"blur_sigma":0.769,"crop_applied":false,"camera_distance_factors":[0.938],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.4,"jpeg_quality":87,"documents":[{"rotation_deg":2.912,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13433252312944697665,"difficulty":"medium","split":"train"}
{"image":"images/606_002628.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133410321\",\"ncf\":\"E319383092893\",\"fecha_comprobante\":\"20240906\",\"monto_facturado_servicios\":1085.00,\"monto_facturado_bienes\":5867.85,\"itbis_facturado\":1251.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"STUDIO X\\nSTUDIO X SRL\\nRNC EMISOR: 133410321\\nCLIENTE: CENTRO EDUCATIVO CRISTIANO JEES\\nSRL\\nRNC CLIENTE: 132283171\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319383092893\\nFACTURA NO.: 6257035\\nAUTORIZACION: 496156201\\nTELEFONO: 809-648-7767\\nFECHA: 06/09/2024  HORA: 20:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,085.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     576.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,291.85\\n-------------------------------------------\\nSUB-TOTAL RD$        6,952.85\\nITBIS 18% RD$       1,251.51\\nTOTAL RD$           8,204.36\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2541745\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 86933090\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133410321"],"invoice_ids":["inv_f7fe0b52e3376eced925"],"observation_id":"obs_1c2e375a14fe434064a1","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":9.28,"augmentation_metadata":{"downscale_factor":0.441,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.103,"brightness_factor":0.984,"blur_sigma":0.85,"crop_applied":false,"camera_distance_factors":[0.986],"legibility_scale_corrections":[0.0],"final_contrast_stddev":92.43,"jpeg_quality":67,"documents":[{"rotation_deg":-4.662,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11324308152597642715,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_002632.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133540746\",\"ncf\":\"B1489175894\",\"fecha_comprobante\":\"20251107\",\"monto_facturado_servicios\":111000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"TACUSRD INSTITUTE\\nTACUSRD INSTITUTE SRL\\nRNC EMISOR: 133540746\\nCLIENTE: RJR INVERSIONES SRL\\nRNC CLIENTE: 133270732\\nFACTURA DE CREDITO FISCAL\\nNCF B1489175894\\nFACTURA NO.: 5591848\\nAUTORIZACION: 784719995\\nTELEFONO: 809-841-9017\\nFECHA: 07/11/2025  HORA: 17:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  87,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   7,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  16,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      111,000.00\\nITBIS 18% RD$      19,980.00\\nTOTAL RD$         130,980.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 149034\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 70856550\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133540746"],"invoice_ids":["inv_fd6634ac9a0e1acf5a73"],"observation_id":"obs_37263160c78a7d4a9dbb","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":9.75,"augmentation_metadata":{"downscale_factor":0.692,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":0.647,"brightness_factor":1.084,"blur_sigma":0.405,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.72,"jpeg_quality":81,"documents":[{"rotation_deg":-0.079,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15443321854448721461,"difficulty":"hard","split":"train"}
{"image":"images/607_002633.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131799973\",\"ncf\":\"B1435152365\",\"fecha_comprobante\":\"20241215\",\"monto_facturado\":264552.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":264552.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ST4 TECH\\nRNC EMISOR: 133263912\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPPLY TECH RZ SRL\\nRNC CLIENTE: 131799973\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1435152365\\nFACTURA NO.: 0999284\\nAUTORIZACION: 432425414\\nTELEFONO: 809-234-6025\\nFECHA: 15/12/2024  HORA: 09:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    37,500.00\\n   27  PAGINA    TRADUCCION DE DOCUMENTOS    56,052.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   50,000.00\\n    1  CASO      REPRESENTACION LEGAL       112,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    8,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      264,552.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         264,552.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9240432\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 12038461\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133263912"],"invoice_ids":["inv_9885e4ed315513177fc4"],"observation_id":"obs_5fd1a58965ae6a9e544d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.94,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.99,"brightness_factor":1.038,"blur_sigma":0.465,"crop_applied":false,"camera_distance_factors":[0.906],"legibility_scale_corrections":[0.0],"final_contrast_stddev":29.95,"jpeg_quality":87,"documents":[{"rotation_deg":1.126,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13779757328588742406,"difficulty":"medium","split":"validation"}
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{"image":"images/606_002658.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130157243\",\"ncf\":\"B0240437712\",\"fecha_comprobante\":\"20240110\",\"monto_facturado_servicios\":5000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133179423\",\"ncf\":\"E327117537611\",\"fecha_comprobante\":\"20240603\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":25176.00,\"itbis_facturado\":4531.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131119905\",\"ncf\":\"B0104942218\",\"fecha_comprobante\":\"20250412\",\"monto_facturado_servicios\":45000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SALDIVAR MOTA & ASOCIADOS S A\\nSALDIVAR MOTA & ASOCIADOS S A\\nRNC: 130157243\\nCLIENTE: SMART ORTHOPEDICS SRL\\nRNC CLIENTE: 131773011\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0240437712\\nFACTURA NO.: 0023367\\nAUTORIZACION: 664685226\\nTELEFONO: 809-645-3921\\nFECHA: 10/01/2024  HORA: 13:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    5,000.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,000.00\\nITBIS 18% RD$         900.00\\nTOTAL RD$           5,900.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6499012\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 81046689\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJEROBOAM\\nJEROBOAM SRL\\nRNC EMISOR: 133179423\\nCLIENTE: VICTOR MARIA RODRIGUEZ RODRIGUEZ\\nRNC CLIENTE: 03600296226\\nFACTURA DE CREDITO FISCAL\\nNCF: E327117537611\\nFACTURA NO.: 6982967\\nAUTORIZACION: 59322312\\nTELEFONO: 809-685-7010\\nFECHA: 03/06/2024  HORA: 17:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  25,176.00\\n-------------------------------------------\\nSUB-TOTAL RD$       25,176.00\\nITBIS 18% RD$       4,531.68\\nTOTAL RD$          29,707.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 322637\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 74101417\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\\n\\n--- FACTURA ---\\n\\nROME INVESTMENTS\\nROME INVESTMENTS SRL\\nRNC: 131119905\\nCLIENTE: MARIA FELICIANA MENDEZ LEDESMA\\nRNC CLIENTE: 40224982666\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0104942218\\nFACTURA NO.: 3718264\\nAUTORIZACION: 802758223\\nTELEFONO: 809-801-6993\\nFECHA: 12/04/2025  HORA: 16:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       45,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,000.00\\nITBIS RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 414592\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[4,5,6],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130157243","133179423","131119905"],"invoice_ids":["inv_b3923f8bc70314d64ad7","inv_920084e90dfdc300ef8d","inv_4d0faac0dd3e83c28e14"],"observation_id":"obs_af0fa878d7a6f18045a0","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.691,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":1.007,"brightness_factor":0.957,"blur_sigma":0.128,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":45.26,"jpeg_quality":92,"documents":[{"rotation_deg":0.714,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.742,"perspective":0.018,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":-0.903,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13137570734767821164,"difficulty":"hard","split":"train"}
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{"image":"images/607_002669.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131063952\",\"ncf\":\"E449080183198\",\"fecha_comprobante\":\"20240206\",\"monto_facturado\":183000.00,\"itbis_facturado\":32940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":215940.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASOCIACION TEMPLO BIBLICO EL OLIVAR\\nRNC EMISOR: 422002139\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESTAURANTE TIERRA ALTA TAPAS Y PAELLAS\\nRNC CLIENTE: 131063952\\nFACTURA DE CREDITO FISCAL\\nNCF E449080183198\\nFACTURA NO.: 0011829\\nAUTORIZACION: 530050280\\nTELEFONO: 809-466-8074\\nFECHA: 06/02/2024  HORA: 16:33\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 56,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 25,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 25,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                 62,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 13,500.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      183,000.00\\nIMPUESTO ITBIS RD$      32,940.00\\nTOTAL RD$         215,940.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1149611\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 79602246\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["422002139"],"invoice_ids":["inv_67bd20d218487166e45d"],"observation_id":"obs_a34669bf6fc22cfc1c73","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":9.76,"augmentation_metadata":{"downscale_factor":0.915,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.901,"brightness_factor":1.015,"blur_sigma":0.102,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.4,"jpeg_quality":78,"documents":[{"rotation_deg":-2.744,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5257356562370637638,"difficulty":"hard","split":"train"}
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{"image":"images/607_002671.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430116394\",\"ncf\":\"B0222983487\",\"fecha_comprobante\":\"20251013\",\"monto_facturado\":478579.35,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":478579.35,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RUBEN DARIO SEVERINO\\nRNC EMISOR: 03104408665\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FEDERACION DE GANADEROS DE SUR\\nRNC CLIENTE: 430116394\\nFACTURA DE CREDITO FISCAL\\nNCF: B0222983487\\nFACTURA NO.: 3019571\\nAUTORIZACION: 904432702\\nTELEFONO: 809-458-3536\\nFECHA: 13/10/2025  HORA: 11:34\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  MES       ALQUILER DE LOCAL\\n                                                150,890.85\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                                 14,404.50\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                                 43,490.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN\\n                                                 21,959.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                247,835.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      478,579.35\\nITBIS 18% RD$           0.00\\nTOTAL RD$         478,579.35\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9852686\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 79587449\\nProcesado\"}","template_ids":[9],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["03104408665"],"invoice_ids":["inv_8dc76460f8053ab98cc6"],"observation_id":"obs_06ea6edf2f3792efd2f5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.966,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.003,"brightness_factor":1.002,"blur_sigma":0.21,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.16,"jpeg_quality":93,"documents":[{"rotation_deg":-0.338,"perspective":0.003,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17372158263052372766,"difficulty":"light","split":"validation"}
{"image":"images/606_002672.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100122985\",\"ncf\":\"E457684694008\",\"fecha_comprobante\":\"20250505\",\"monto_facturado_servicios\":338500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":60930.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MIRELY PORTES TAPIA\\nMIRELY PORTES TAPIA\\nRNC 00100122985\\nCLIENTE: YUDIMART HAIR & BEAUTY SALON DE BELLEZA\\nRNC CLIENTE: 133609274\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457684694008\\nFACTURA NO.: 5231712\\nAUTORIZACION: 865866228\\nTELEFONO: 809-496-1788\\nFECHA: 05/05/2025  HORA: 18:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    5,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   62,500.00\\n    1  CASO      REPRESENTACION LEGAL        92,000.00\\n    1  PROYECTO  DISENO DE PLANOS           135,500.00\\n    1  MES       SUPERVISION DE OBRA         43,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      338,500.00\\nITBIS RD$      60,930.00\\nTOTAL RD$         399,430.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3298446\\nGRACIAS POR SU COMPRA\\nOK\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00100122985"],"invoice_ids":["inv_b67627e63374ae5b1997"],"observation_id":"obs_06f18d06a7faec6587b1","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.55,"augmentation_metadata":{"downscale_factor":0.562,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":1.108,"brightness_factor":1.006,"blur_sigma":0.886,"crop_applied":false,"camera_distance_factors":[0.885],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.88,"jpeg_quality":82,"documents":[{"rotation_deg":2.781,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10850332968952533511,"difficulty":"very_hard","split":"validation"}
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UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 43983605\\n\\n--- FACTURA ---\\n\\nMOTO REPUESTOS LOS AMIGOS\\nRNC EMISOR: 131836844\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YESSET KATIUSCA GONZALEZ ROMERO\\nRNC CLIENTE: 02500444126\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321479101293\\nFACTURA NO.: 0095048\\nAUTORIZACION: 159356030\\nTELEFONO: 809-911-4037\\nFECHA: 23/02/2024  HORA: 10:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,949.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,062.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,011.00\\nITBIS RD$         721.98\\nTOTAL RD$           4,732.98\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 2969684\\nGRACIAS POR SU COMPRA\\nMRL\\n\\n--- FACTURA ---\\n\\nEL LOVER WIFI\\nRNC EMISOR: 132755553\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL CRISTINO MARICHAL MERCADO\\nRNC CLIENTE: 07200089352\\nFACTURA DE CREDITO FISCAL\\nNCF E312606039557\\nFACTURA NO.: 1316040\\nAUTORIZACION: 611463577\\nTELEFONO: 809-774-7365\\nFECHA: 12/01/2025  HORA: 16:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,047.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     478.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,525.00\\nITBIS 18% RD$         274.50\\nTOTAL RD$           1,799.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7639664\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 27954797\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nORNAPLANT\\nRNC EMISOR: 132678494\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS MANUEL ARIAS ALCANTARA\\nRNC CLIENTE: 40228306078\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0193573769\\nFACTURA NO.: 3398036\\nAUTORIZACION: 289443998\\nTELEFONO: 809-633-8313\\nFECHA: 07/05/2024  HORA: 09:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   ARROZ EN CASCARA             7,086.00\\n    5  UNIDAD    FERTILIZANTE AGRICOLA        5,370.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       12,456.00\\nITBIS 18% RD$         966.60\\nTOTAL RD$          13,422.60\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6373754\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 52442915\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nLIGHT UP THE NIGHT\\nRNC EMISOR: 22900276639\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN CARLOS PEREZ\\nRNC CLIENTE: 00105834444\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446829886205\\nFACTURA NO.: 3039194\\nAUTORIZACION: 498883146\\nTELEFONO: 809-830-4107\\nFECHA: 14/09/2024  HORA: 15:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   23,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   57,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       81,000.00\\nIMPUESTO ITBIS RD$      14,580.00\\nTOTAL RD$          95,580.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2604264\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 74883429\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEUKA LIQUORS\\nRNC EMISOR: 132210192\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEÑABIDMARC IP ASESORIAS SRL\\nRNC CLIENTE: 133705052\\nFACTURA DE CREDITO FISCAL\\nNCF E319607844274\\nFACTURA NO.: 0530794\\nAUTORIZACION: 814223247\\nTELEFONO: 809-317-9337\\nFECHA: 13/12/2024  HORA: 09:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    HABICHUELAS 800 G\\n                                     417.00\\n    1  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     215.00\\n    1  LITRO     LECHE UHT 1 LITRO\\n                                      98.00\\n-------------------------------------------\\nSUBTOTAL RD$          730.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$             730.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4506258\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 32100160\\n\\n--- FACTURA ---\\n\\nFACTORIA GUZMAN C POR A\\nRNC EMISOR: 102313288\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BRYAN ALBERTO CARELA CEDEÑO\\nRNC CLIENTE: 02301636771\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312969911469\\nFACTURA NO.: 5430834\\nAUTORIZACION: 496871834\\nTELEFONO: 809-209-8497\\nFECHA: 14/03/2025  HORA: 11:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            10,018.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,394.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            803.98\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           753.98\\n----------------------------------------------\\nSUB-TOTAL RD$       17,969.96\\nITBIS RD$       3,234.59\\nTOTAL RD$          21,204.55\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4577715\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 62280565\\nRESUMEN\"}","template_ids":[4,5,12],"business_categories":["inmobiliario","colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130157032","132210192","102313288"],"invoice_ids":["inv_273700565bde55421afb","inv_a67114862495be99b44f","inv_b68cec5abeee199f683f"],"observation_id":"obs_1f96f885b011dc3df412","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.001,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.17,"jpeg_quality":95,"documents":[{"rotation_deg":-0.005,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.002,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.081,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15304337403603106993,"difficulty":"hard","split":"train"}
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{"image":"images/606_002708.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130905959\",\"ncf\":\"E447080916510\",\"fecha_comprobante\":\"20240506\",\"monto_facturado_servicios\":1038.00,\"monto_facturado_bienes\":7692.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"430288799\",\"ncf\":\"E318674160242\",\"fecha_comprobante\":\"20251112\",\"monto_facturado_servicios\":173500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":31230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133540101\",\"ncf\":\"E312053292466\",\"fecha_comprobante\":\"20241110\",\"monto_facturado_servicios\":1538.50,\"monto_facturado_bienes\":10053.98,\"itbis_facturado\":2086.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"HADAR\\nHADAR SRL\\nRNC: 130905959\\nCLIENTE: JVW HOLDING GROUP SRL\\nRNC CLIENTE: 131875106\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447080916510\\nFACTURA NO.: 7603337\\nAUTORIZACION: 913807293\\nTELEFONO: 809-741-9056\\nFECHA: 06/05/2024  HORA: 10:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,038.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   7,692.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,730.00\\nITBIS RD$           0.00\\nTOTAL RD$           8,730.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2036918\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 77910230\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFUNDACION JAMAS SIN TECHO\\nFUNDACION JAMAS SIN TECHO\\nRNC EMISOR: 430288799\\nCLIENTE: ERNESTO ALEJANDRO FOLCH ZAPATA\\nRNC CLIENTE: 00118490374\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318674160242\\nFACTURA NO.: 0577331\\nAUTORIZACION: 444893455\\nTELEFONO: 809-412-8489\\nFECHA: 12/11/2025  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       52,500.00\\n    1  SERVICIO  ASESORIA TECNICA            27,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   94,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      173,500.00\\nITBIS 18% RD$      31,230.00\\nTOTAL RD$         204,730.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3436285\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_002715.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600146092\",\"ncf\":\"B0171913308\",\"fecha_comprobante\":\"20240928\",\"monto_facturado\":909.00,\"itbis_facturado\":163.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1072.62,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FUEL J A\\nRNC EMISOR: 133024659\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA MAGDALENA DEL ROSARIO\\nRODRIGUEZ\\nRNC CLIENTE: 02600146092\\nFACTURA DE CREDITO FISCAL\\nNCF B0171913308\\nFACTURA NO.: 9650248\\nAUTORIZACION: 915973905\\nTELEFONO: 809-826-8434\\nFECHA: 28/09/2024  HORA: 20:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     909.00\\n-------------------------------------------\\nSUB-TOTAL RD$          909.00\\nITBIS 18% RD$         163.62\\nTOTAL RD$           1,072.62\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7939008\\nGRACIAS POR SU COMPRA\\nFJA\\nOK\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133024659"],"invoice_ids":["inv_36aec76990ff84b4e0d9"],"observation_id":"obs_ba9c73c6b3eb1b6e1382","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":12.1,"augmentation_metadata":{"downscale_factor":0.744,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.559,"brightness_factor":1.122,"blur_sigma":0.744,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.18,"jpeg_quality":89,"documents":[{"rotation_deg":-1.507,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FJA"}]},"num_invoices":1,"seed":11010934722358741291,"difficulty":"hard","split":"validation"}
{"image":"images/606_002716.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131721397\",\"ncf\":\"B1494520916\",\"fecha_comprobante\":\"20240720\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6564.00,\"itbis_facturado\":1181.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"IMPORTADORA TIAN CI\\nIMPORTADORA TIAN CI SRL\\nRNC EMISOR: 131721397\\nCLIENTE: MOTOCANA SRL\\nRNC CLIENTE: 133115263\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1494520916\\nFACTURA NO.: 0957528\\nAUTORIZACION: 257240228\\nTELEFONO: 809-376-6595\\nFECHA: 20/07/2024  HORA: 18:15\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    GORRA BORDADA\\n                                                  2,915.00\\n    1  UNIDAD    PANTALON CASUAL\\n                                                  3,649.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        6,564.00\\nITBIS 18% RD$       1,181.52\\nTOTAL RD$           7,745.52\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4854318\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 17377325\"}","template_ids":[9],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["131721397"],"invoice_ids":["inv_100c0c9532b4e8950891"],"observation_id":"obs_a4c41fe35ffafa9652f3","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":9.74,"augmentation_metadata":{"downscale_factor":0.467,"red_scale":1.062,"blue_scale":0.938,"contrast_factor":0.99,"brightness_factor":0.883,"blur_sigma":1.117,"crop_applied":false,"camera_distance_factors":[0.982],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.61,"jpeg_quality":81,"documents":[{"rotation_deg":3.084,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13624484898792773559,"difficulty":"very_hard","split":"train"}
{"image":"images/607_002717.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130510352\",\"ncf\":\"B0265124196\",\"fecha_comprobante\":\"20251218\",\"monto_facturado\":3757.95,\"itbis_facturado\":676.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":4434.38}],\"ocr\":\"L&E ESTILO SALON BY JAZMIN LOPEZ\\nRNC EMISOR: 00119393296\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VILLA JAZMINES DE SOSUA SRL\\nRNC CLIENTE: 130510352\\nFACTURA DE CREDITO FISCAL\\nNCF: B0265124196\\nFACTURA NO.: 8503054\\nAUTORIZACION: 14844581\\nTELEFONO: 809-756-1282\\nFECHA: 18/12/2025  HORA: 10:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CORTE Y PEINADO              2,086.95\\n    3  UNIDAD    CHAMPU PROFESIONAL           1,671.00\\n----------------------------------------------\\nSUBTOTAL RD$        3,757.95\\nITBIS 18% RD$         676.43\\nTOTAL RD$           4,434.38\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 2168621\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 48107432\\nEntregado\"}","template_ids":[13],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["00119393296"],"invoice_ids":["inv_4d0a666d909d0a9400c8"],"observation_id":"obs_3593278a408ad221120f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.865,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.784,"brightness_factor":1.012,"blur_sigma":0.414,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.85,"jpeg_quality":78,"documents":[{"rotation_deg":0.874,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11650494411166249439,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 28713545\\nTHD\\n\\n--- FACTURA ---\\n\\nMARIA DE JESUS SEVERINO\\nMARIA DE JESUS SEVERINO\\nRNC EMISOR: 06800299262\\nCLIENTE: ELBA MARILYN ABREU HERNANDEZ\\nRNC CLIENTE: 04800028468\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1498006844\\nFACTURA NO.: 1352739\\nAUTORIZACION: 670749262\\nTELEFONO: 809-412-9670\\nFECHA: 07/05/2025  HORA: 11:32\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    LIBRO DE TEXTO\\n                                                  7,739.98\\n----------------------------------------------------------\\nSUBTOTAL RD$        7,739.98\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           7,739.98\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6386431\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[5,1,9],"business_categories":["comercio_general","comercio_general","educacion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131833421","132632443","06800299262"],"invoice_ids":["inv_3b9043d8bbe7f92e9925","inv_2887098c15c1f18ab7f0","inv_eac1e4cf6063b434b061"],"observation_id":"obs_1873f57a7c009ed4eb35","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.9,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.785,"brightness_factor":1.005,"blur_sigma":0.5,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.52,"jpeg_quality":80,"documents":[{"rotation_deg":-0.084,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.973,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.13,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"THD"},{"kind":"none","text":""}]},"num_invoices":3,"seed":2472667491507330657,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 91354553\\n\\n--- FACTURA ---\\n\\nGUZCONTECH\\nRNC EMISOR: 133018179\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOCIAL MEDIA DOMINICANA SRL\\nRNC CLIENTE: 131055402\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0226766134\\nFACTURA NO.: 5756480\\nAUTORIZACION: 563524778\\nTELEFONO: 809-461-3626\\nFECHA: 03/03/2024  HORA: 20:58\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS\\n                                                 83,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                  8,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS\\n                                                  7,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                                 13,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                                100,000.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      211,500.00\\nITBIS RD$      38,070.00\\nTOTAL RD$         249,570.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1713921\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDIBALLESTER ACTIVIDADES C POR A\\nRNC EMISOR: 101526955\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRAXEDES WILFREDO MEDRANO NOVAS\\nRNC CLIENTE: 00100225176\\nFACTURA DE CREDITO FISCAL\\nNCF: E453152579518\\nFACTURA NO.: 6068500\\nAUTORIZACION: 516819743\\nTELEFONO: 809-929-6271\\nFECHA: 17/04/2025  HORA: 19:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     928.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,150.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,391.98\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   5,417.50\\n-------------------------------------------\\nSUBTOTAL RD$        9,887.98\\nITBIS 18% RD$       1,779.84\\nTOTAL RD$          11,667.82\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8781777\\nGRACIAS POR SU COMPRA\\nDAC\"}","template_ids":[5,9,0],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["09300111763","133018179","101526955"],"invoice_ids":["inv_dac7955199ab4b527f1d","inv_40d788ffbc50816155f2","inv_f0aa32b54feb0bb754e1"],"observation_id":"obs_c35aee0e06310c88923f","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.39,"augmentation_metadata":{"downscale_factor":0.672,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.646,"brightness_factor":1.031,"blur_sigma":0.744,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.63,"jpeg_quality":78,"documents":[{"rotation_deg":-0.285,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.544,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.667,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"DAC"}]},"num_invoices":3,"seed":3342977876170414223,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 28365629\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nINVERSIONES CAMPEADOR\\nINVERSIONES CAMPEADOR SRL\\nRNC 101876192\\nCLIENTE: DENILIS MERCEDES BRITO ROSARIO\\nRNC CLIENTE: 40224152450\\nFACTURA DE CREDITO FISCAL\\nNCF B1495255982\\nFACTURA NO.: 8894179\\nAUTORIZACION: 535438317\\nTELEFONO: 809-918-7370\\nFECHA: 24/04/2025  HORA: 08:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      118,847.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   17,463.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   31,746.00\\n    2  MES       ALQUILER DE LOCAL          242,353.90\\n----------------------------------------------\\nBASE IMPONIBLE RD$      410,410.89\\nITBIS RD$      73,873.96\\nTOTAL RD$         484,284.85\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4859467\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_002746.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133438933\",\"ncf\":\"B0160193192\",\"fecha_comprobante\":\"20240107\",\"monto_facturado_servicios\":4869.00,\"monto_facturado_bienes\":7794.97,\"itbis_facturado\":2279.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"PIMPROYECT STUDIO\\nPIMPROYECT STUDIO SRL\\nRNC EMISOR: 133438933\\nCLIENTE: RADHAFIL RODRIGUEZ P A SRL\\nRNC CLIENTE: 131077498\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0160193192\\nFACTURA NO.: 5602490\\nAUTORIZACION: 729527159\\nTELEFONO: 809-438-8116\\nFECHA: 07/01/2024  HORA: 10:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   76  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    4,864.00\\n    4  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS    1,544.00\\n    3  DIA       ALQUILER TALADRO PERCUTOR    4,869.00\\n   11  UNIDAD    TOMA CORRIENTE DOBLE         1,210.00\\n    3  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      176.97\\n----------------------------------------------\\nBASE IMPONIBLE RD$       12,663.97\\nITBIS 18% RD$       2,279.51\\nTOTAL RD$          14,943.48\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9229492\\nGRACIAS POR SU COMPRA\"}","template_ids":[3],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133438933"],"invoice_ids":["inv_9240da5be27cea9b3899"],"observation_id":"obs_466ddbd6e28d1af0fd4a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.51,"augmentation_metadata":{"downscale_factor":0.61,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.858,"brightness_factor":0.858,"blur_sigma":0.672,"crop_applied":true,"camera_distance_factors":[0.903],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.42,"jpeg_quality":78,"documents":[{"rotation_deg":4.081,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1421149399148008090,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 67884142\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJUAN CRISTOBAL GUZMAN MUÑOZ\\nRNC EMISOR: 40225349428\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REFRIGERACION Y SERVICIOS\\nINDUSTRIALES\\nRNC CLIENTE: 101724293\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440200989088\\nFACTURA NO.: 5967522\\nAUTORIZACION: 87549204\\nTELEFONO: 809-827-7826\\nFECHA: 28/05/2024  HORA: 19:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,897.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,749.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,239.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,987.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,847.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,720.00\\nITBIS RD$       3,369.60\\nTOTAL RD$          22,089.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4504999\\nGRACIAS POR SU COMPRA\\nJCG\\n\\n--- FACTURA ---\\n\\nPLEMONS\\nRNC EMISOR: 132287312\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SMAILIN CHANEL MOREL\\nRNC CLIENTE: 40226962815\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1424613962\\nFACTURA NO.: 2477305\\nAUTORIZACION: 718777921\\nTELEFONO: 809-662-8382\\nFECHA: 30/10/2024  HORA: 10:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       ALQUILER DE LOCAL          495,522.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   19,119.00\\n----------------------------------------------\\nSUBTOTAL RD$      514,641.00\\nIMPUESTO ITBIS RD$      92,635.38\\nOTROS IMPUESTOS RD$     227.66\\nTOTAL RD$         607,504.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6752707\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 29417972\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDESCARGO DE VEHICULO\\nRNC EMISOR: 00104844584\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DE LA CRUZ FERNANDEZ ODONTOLOGIA ESPECI\\nRNC CLIENTE: 133321203\\nFACTURA DE CREDITO FISCAL\\nNCF: B0161196373\\nFACTURA NO.: 6900517\\nAUTORIZACION: 888224281\\nTELEFONO: 809-252-8890\\nFECHA: 20/03/2025  HORA: 12:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        15,307.80\\n----------------------------------------------\\nSUB-TOTAL RD$       15,307.80\\nITBIS RD$       2,755.40\\nTOTAL RD$          18,063.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9179626\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 11717886\\nDETALLE DE SERVICIOS\"}","template_ids":[13,5,4,4],"business_categories":["construccion_ferreteria","comercio_general","inmobiliario","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"],["curated"]],"issuer_rncs":["132660252","40225349428","132287312","00104844584"],"invoice_ids":["inv_7b268158cebd83ce89a6","inv_62647b5c8dba51628d23","inv_cb8dbbc4b669a38d7bbc","inv_7b86613d5812d7c19b04"],"observation_id":"obs_69133a4ae5ab8403009f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.992,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":18.8,"jpeg_quality":98,"documents":[{"rotation_deg":-0.118,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.121,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.115,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.114,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"JCG"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":9456190564044485280,"difficulty":"very_hard","split":"train"}
{"image":"images/606_002748.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430215473\",\"ncf\":\"E453288759152\",\"fecha_comprobante\":\"20250101\",\"monto_facturado_servicios\":221000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":39780.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FUNJANOR\\nFUNDACION JARDINES DEL NORTE FUNJANOR\\nRNC 430215473\\nCLIENTE: MASIEL VIRGINIA FAÑAS ROJAS\\nRNC CLIENTE: 40220804898\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453288759152\\nFACTURA NO.: 7112432\\nAUTORIZACION: 135002102\\nTELEFONO: 809-381-2791\\nFECHA: 01/01/2025  HORA: 20:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      130,000.00\\n    1  CASO      REPRESENTACION LEGAL        19,000.00\\n    1  SERVICIO  ASESORIA TECNICA            28,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      221,000.00\\nITBIS 18% RD$      39,780.00\\nTOTAL RD$         260,780.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5291071\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 35094420\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430215473"],"invoice_ids":["inv_60b8d83c5d9842ba69fd"],"observation_id":"obs_d171ddcc3826cc27959c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.992,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":97,"documents":[{"rotation_deg":0.093,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3354409700576126824,"difficulty":"clean","split":"train"}
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{"image":"images/606_002752.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133115646\",\"ncf\":\"E323097436947\",\"fecha_comprobante\":\"20250330\",\"monto_facturado_servicios\":590.50,\"monto_facturado_bienes\":8429.50,\"itbis_facturado\":1623.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"101865563\",\"ncf\":\"B1597372262\",\"fecha_comprobante\":\"20240314\",\"monto_facturado_servicios\":191500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133007924\",\"ncf\":\"B0191873952\",\"fecha_comprobante\":\"20251206\",\"monto_facturado_servicios\":1520.99,\"monto_facturado_bienes\":29760.90,\"itbis_facturado\":5630.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":51.78,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SWEETKITCHENBYCC\\nSWEETKITCHENBYCC SRL\\nRNC 133115646\\nCLIENTE: CHUNBO WENG\\nRNC CLIENTE: 533186051\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323097436947\\nFACTURA NO.: 4433161\\nAUTORIZACION: 127466274\\nTELEFONO: 809-888-5455\\nFECHA: 30/03/2025  HORA: 08:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,577.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     852.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     590.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,020.00\\nITBIS RD$       1,623.60\\nTOTAL RD$          10,643.60\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 3660067\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 57651129\\nS\\n\\n--- FACTURA ---\\n\\nINSTALACIONES MERINO  S A\\nINSTALACIONES MERINO S A\\nRNC 101865563\\nCLIENTE: WEINS INVERSIONES SRL\\nRNC CLIENTE: 131794505\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1597372262\\nFACTURA NO.: 9632787\\nAUTORIZACION: 687592316\\nTELEFONO: 809-516-6644\\nFECHA: 14/03/2024  HORA: 15:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    70,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       34,000.00\\n    1  CASO      REPRESENTACION LEGAL        87,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      191,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         191,500.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5908761\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nHIGIA\\nHIGIA SRL\\nRNC: 133007924\\nCLIENTE: HECTOR RAFAEL SANTOS ROSARIO\\nRNC CLIENTE: 04900593833\\nFACTURA DE CREDITO FISCAL\\nNCF B0191873952\\nFACTURA NO.: 3730944\\nAUTORIZACION: 268674762\\nTELEFONO: 809-452-9915\\nFECHA: 06/12/2025  HORA: 13:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,413.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,520.99\\n    4  UNIDAD    REPUESTO Y ACCESORIO        22,840.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            613.90\\n    2  UNIDAD    MATERIAL DE OFICINA          1,894.00\\n----------------------------------------------\\nSUBTOTAL RD$       31,281.89\\nITBIS 18% RD$       5,630.74\\nOTROS IMPUESTOS RD$      51.78\\nTOTAL RD$          36,964.41\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5604500\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_002768.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130939659\",\"ncf\":\"E325739139001\",\"fecha_comprobante\":\"20250817\",\"monto_facturado_servicios\":48000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8640.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"105082731\",\"ncf\":\"B0140222605\",\"fecha_comprobante\":\"20240114\",\"monto_facturado_servicios\":4111.99,\"monto_facturado_bienes\":201842.98,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"G WONDERLAND DR\\nG WONDERLAND DR SRL\\nRNC 130939659\\nCLIENTE: ANTONIO FERRERAS INVERSIONES SRL\\nRNC CLIENTE: 133676291\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325739139001\\nFACTURA NO.: 1034447\\nAUTORIZACION: 71528655\\nTELEFONO: 809-313-7820\\nFECHA: 17/08/2025  HORA: 14:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       SERVICIOS CONTABLES DEL MES   25,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       23,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       48,000.00\\nIMPUESTO ITBIS RD$       8,640.00\\nTOTAL RD$          56,640.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7295621\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 55621614\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGLOBAL INTERNET S A\\nGLOBAL INTERNET S A\\nRNC EMISOR: 105082731\\nCLIENTE: EDDY MANUEL POLANCO POLANCO\\nRNC CLIENTE: 00118986116\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0140222605\\nFACTURA NO.: 7220536\\nAUTORIZACION: 798033694\\nTELEFONO: 809-413-4824\\nFECHA: 14/01/2024  HORA: 11:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE EQUIPOS     4,111.99\\n    1  UNIDAD    CABLE DE RED CAT6              659.00\\n    2  UNIDAD    COMPUTADORA PORTATIL       168,997.98\\n    2  UNIDAD    MONITOR LED 24 PULGADAS     32,186.00\\n----------------------------------------------\\nSUB-TOTAL RD$      205,954.97\\nITBIS 18% RD$           0.00\\nTOTAL RD$         205,954.97\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2152950\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 80945304\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[4,7],"business_categories":["profesional","tecnologia"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130939659","105082731"],"invoice_ids":["inv_ed9416fee7a3de3af4c2","inv_61fdd903e54fc0cc4323"],"observation_id":"obs_e5cfae141bd0dc2be3a8","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.886,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.794,"brightness_factor":1.033,"blur_sigma":0.385,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.26,"jpeg_quality":87,"documents":[{"rotation_deg":-0.032,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.417,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17366145470434233957,"difficulty":"medium","split":"train"}
{"image":"images/607_002769.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133254451\",\"ncf\":\"B0161154986\",\"fecha_comprobante\":\"20250529\",\"monto_facturado\":196500.00,\"itbis_facturado\":35370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":231870.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KAPICUA INVESTMENTS\\nRNC EMISOR: 130432503\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AIR BUCARO AVIATION SRL\\nRNC CLIENTE: 133254451\\nFACTURA DE CREDITO FISCAL\\nNCF: B0161154986\\nFACTURA NO.: 0923252\\nAUTORIZACION: 828257391\\nTELEFONO: 809-816-7682\\nFECHA: 29/05/2025  HORA: 20:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   57,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       37,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      26,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   75,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      196,500.00\\nITBIS RD$      35,370.00\\nTOTAL RD$         231,870.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3676841\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 29238335\\nRESUMEN\\nKI\\nVERIFICADO\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130432503"],"invoice_ids":["inv_ed145cc5054cb4bbc1f0"],"observation_id":"obs_aeba8bddaf4ba8ed58d0","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.995,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.51,"jpeg_quality":97,"documents":[{"rotation_deg":0.096,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"KI"}]},"num_invoices":1,"seed":16410085845523466333,"difficulty":"clean","split":"train"}
{"image":"images/606_002770.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130595313\",\"ncf\":\"E441286042187\",\"fecha_comprobante\":\"20250906\",\"monto_facturado_servicios\":505018.45,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"IBEROSTATE REPUBLICA DOMINICANA\\nIBEROSTATE REPUBLICA DOMINICANA S R L\\nRNC 130595313\\nCLIENTE: RAFAEL EMILIO MARTINEZ PEÑA\\nRNC CLIENTE: 03101162844\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441286042187\\nFACTURA NO.: 1431842\\nAUTORIZACION: 965436622\\nTELEFONO: 809-784-7312\\nFECHA: 06/09/2025  HORA: 09:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       41,026.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,234.95\\n    1  SERVICIO  COMISION INMOBILIARIA      222,027.00\\n    2  MES       ALQUILER DE LOCAL          223,730.00\\n----------------------------------------------\\nSUB-TOTAL RD$      505,018.45\\nITBIS RD$           0.00\\nTOTAL RD$         505,018.45\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7174247\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130595313"],"invoice_ids":["inv_748069f142c0f3f0ead8"],"observation_id":"obs_faad56ea8afb792be3c9","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":6.85,"augmentation_metadata":{"downscale_factor":0.981,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.949,"brightness_factor":0.853,"blur_sigma":0.323,"crop_applied":false,"camera_distance_factors":[0.893],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.83,"jpeg_quality":86,"documents":[{"rotation_deg":-1.026,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3999830629394980751,"difficulty":"light","split":"validation"}
{"image":"images/607_002771.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101192953\",\"ncf\":\"E310934115385\",\"fecha_comprobante\":\"20240819\",\"monto_facturado\":3969.85,\"itbis_facturado\":714.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2335.10,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2349.32,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131459501\",\"ncf\":\"B1581581528\",\"fecha_comprobante\":\"20251213\",\"monto_facturado\":290500.00,\"itbis_facturado\":52290.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":342790.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02600648709\",\"ncf\":\"E310297537290\",\"fecha_comprobante\":\"20240116\",\"monto_facturado\":945.47,\"itbis_facturado\":153.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1098.92,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CLARA LOURDES ABREU BUENO\\nRNC EMISOR: 03100313943\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INOCENCIO BERNARDO PEÑA MARTINEZ\\nRNC CLIENTE: 00101192953\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310934115385\\nFACTURA NO.: 0147426\\nAUTORIZACION: 120896428\\nTELEFONO: 809-786-5045\\nFECHA: 19/08/2024  HORA: 10:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     588.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     274.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,107.85\\n-------------------------------------------\\nSUB-TOTAL RD$        3,969.85\\nITBIS RD$         714.57\\nTOTAL RD$           4,684.42\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9512469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 78947229\\nCLA\\nREVISADO\\n\\n--- FACTURA ---\\n\\nPUNTO CIBAO DIABETES PUNTCIB DIABET\\nRNC EMISOR: 131787861\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUIRA RIGHTS MANAGEMENT SRL\\nRNC CLIENTE: 131459501\\nFACTURA DE CREDITO FISCAL\\nNCF B1581581528\\nFACTURA NO.: 1651266\\nAUTORIZACION: 73048512\\nTELEFONO: 809-805-7054\\nFECHA: 13/12/2025  HORA: 08:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       SUPERVISION DE OBRA        202,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    22,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   19,000.00\\n    1  SERVICIO  ASESORIA TECNICA            32,500.00\\n    1  VISITA    INSPECCION TECNICA          14,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      290,500.00\\nIMPUESTO ITBIS RD$      52,290.00\\nTOTAL RD$         342,790.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9964318\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 10614036\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nALMANZAR GUZMAN Y ASOCIADO\\nRNC EMISOR: 131558951\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL GUILLEN\\nRNC CLIENTE: 02600648709\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310297537290\\nFACTURA NO.: 7391324\\nAUTORIZACION: 569300909\\nTELEFONO: 809-812-2342\\nFECHA: 16/01/2024  HORA: 18:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REFRESCO 2.5 LITROS            105.00\\n    5  UNIDAD    JUGO ENVASADO 1 LITRO          747.50\\n    3  LIBRA     HARINA DE TRIGO LIBRA           92.97\\n----------------------------------------------\\nSUBTOTAL RD$          945.47\\nITBIS 18% RD$         153.45\\nTOTAL RD$           1,098.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1481123\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_002779.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101700343\",\"ncf\":\"E327186632854\",\"fecha_comprobante\":\"20250619\",\"monto_facturado\":270.50,\"itbis_facturado\":48.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":319.19,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LEVEN\\nRNC EMISOR: 04100174442\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LA RENTA DE INVERSIONES S A\\nRNC CLIENTE: 101700343\\nFACTURA DE CREDITO FISCAL\\nNCF: E327186632854\\nFACTURA NO.: 8407407\\nAUTORIZACION: 518581932\\nTELEFONO: 809-988-1719\\nFECHA: 19/06/2025  HORA: 18:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    DETERGENTE EN POLVO\\n                                     270.50\\n-------------------------------------------\\nSUB-TOTAL RD$          270.50\\nITBIS RD$          48.69\\nTOTAL RD$             319.19\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5054028\\nGRACIAS POR SU COMPRA\\nL\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["04100174442"],"invoice_ids":["inv_68c38de124d2a4420a72"],"observation_id":"obs_0075ed4d2a67583dacb5","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":11.74,"augmentation_metadata":{"downscale_factor":0.911,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.983,"brightness_factor":1.049,"blur_sigma":0.298,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.03,"jpeg_quality":86,"documents":[{"rotation_deg":-1.496,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"L"}]},"num_invoices":1,"seed":16868980432520043120,"difficulty":"hard","split":"train"}
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{"image":"images/607_002783.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130401241\",\"ncf\":\"E323290106400\",\"fecha_comprobante\":\"20241010\",\"monto_facturado\":7020.00,\"itbis_facturado\":1263.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":8283.60,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133462753\",\"ncf\":\"E456055874873\",\"fecha_comprobante\":\"20240211\",\"monto_facturado\":114243.00,\"itbis_facturado\":20563.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":159.24,\"monto_propina_legal\":0.00,\"efectivo\":64387.10,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":70578.88,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130501246\",\"ncf\":\"B1415932776\",\"fecha_comprobante\":\"20250918\",\"monto_facturado\":978.98,\"itbis_facturado\":55.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1034.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VANSALG SERVICIOS & CONSTRUCCIONES\\nRNC EMISOR: 132797205\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BOBA TOUR OPERADOR C POR A\\nRNC CLIENTE: 130401241\\nFACTURA DE CREDITO FISCAL\\nNCF: E323290106400\\nFACTURA NO.: 7524775\\nAUTORIZACION: 264774606\\nTELEFONO: 809-962-3783\\nFECHA: 10/10/2024  HORA: 09:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          3,015.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         3,414.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            591.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        7,020.00\\nITBIS 18% RD$       1,263.60\\nTOTAL RD$           8,283.60\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 111141\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 65310649\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nCOCORAL\\nRNC EMISOR: 101647523\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MKMA GROUP SRL\\nRNC CLIENTE: 133462753\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456055874873\\nFACTURA NO.: 6094458\\nAUTORIZACION: 737798002\\nTELEFONO: 809-401-6489\\nFECHA: 11/02/2024  HORA: 10:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   24,502.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   19,205.00\\n    2  MES       ALQUILER DE LOCAL           28,858.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       41,678.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      114,243.00\\nIMPUESTO ITBIS RD$      20,563.74\\nOTROS IMPUESTOS RD$     159.24\\nTOTAL RD$         134,965.98\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1176214\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 11458593\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nALAN JOSUE FELIZ FELIZ\\nRNC EMISOR: 01900199686\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BONVAL SRL\\nRNC CLIENTE: 130501246\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1415932776\\nFACTURA NO.: 3043140\\nAUTORIZACION: 663812217\\nTELEFONO: 809-645-5618\\nFECHA: 18/09/2025  HORA: 14:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  LITRO     LECHE UHT 1 LITRO              220.00\\n    2  GALON     CLORO LIQUIDO 1 GALON          309.98\\n    2  UNIDAD    HABICHUELAS 800 G              224.00\\n    1  LIBRA     ARROZ SELECTO LIBRA             35.00\\n    1  LIBRA     SALAMI SUPER ESPECIAL LIBRA      190.00\\n----------------------------------------------\\nSUBTOTAL RD$          978.98\\nITBIS RD$          55.80\\nTOTAL RD$           1,034.78\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2973391\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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EMISOR: 132521862\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE PRODUCTORES DE YUCA\\nAMARG\\nRNC CLIENTE: 430148407\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0172499514\\nFACTURA NO.: 9830360\\nAUTORIZACION: 219319656\\nTELEFONO: 809-311-1451\\nFECHA: 07/11/2024  HORA: 19:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  DOCUMENT  REDACCION DE CONTRATO\\n                                  66,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  10,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  51,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  27,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      154,500.00\\nITBIS 18% RD$      27,810.00\\nTOTAL RD$         182,310.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7541554\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nLUIS MIGUEL PUJOLS PUJOLS\\nRNC EMISOR: 01001065703\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PETR PADRTA\\nRNC CLIENTE: 40253041954\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1473328716\\nFACTURA NO.: 1176039\\nAUTORIZACION: 687402070\\nTELEFONO: 809-256-2188\\nFECHA: 10/11/2024  HORA: 11:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     450.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          450.00\\nIMPUESTO ITBIS RD$          81.00\\nTOTAL RD$             531.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 3873602\\nGRACIAS POR SU COMPRA\\nCOPIA\\n\\n--- FACTURA ---\\n\\nSOLINVEST SAS\\nRNC EMISOR: 131455557\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRATERNIDAD SACERDOTAL CASA JESUS\\nRNC CLIENTE: 430204112\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313440165142\\nFACTURA NO.: 3645689\\nAUTORIZACION: 724843855\\nTELEFONO: 809-550-2590\\nFECHA: 20/10/2024  HORA: 17:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,537.97\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   6,744.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,560.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,262.00\\n-------------------------------------------\\nSUB-TOTAL RD$       22,103.97\\nIMPUESTO ITBIS RD$       3,978.71\\nTOTAL RD$          26,082.68\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8698504\\nGRACIAS POR SU COMPRA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nSERVIO TULIO PEREZ GOMEZ\\nRNC EMISOR: 00100761113\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NIELING SRL\\nRNC CLIENTE: 132712978\\nFACTURA DE CREDITO FISCAL\\nNCF E312465872608\\nFACTURA NO.: 9826073\\nAUTORIZACION: 743599356\\nTELEFONO: 809-782-1004\\nFECHA: 14/10/2024  HORA: 20:30\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  VIAJE     TRANSPORTE DE CARGA\\n                                                  6,756.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                                 17,553.00\\n    2  VIAJE     SERVICIO DE MENSAJERIA\\n                                                  3,025.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       27,334.00\\nITBIS RD$       4,920.12\\nTOTAL RD$          32,254.12\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8643401\\nGRACIAS POR SU 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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nURANO INTERNET URANET\\nRNC EMISOR: 133323265\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BAR 75 SANTIAGO SRL\\nRNC CLIENTE: 131393969\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319126760641\\nFACTURA NO.: 5190030\\nAUTORIZACION: 437154503\\nTELEFONO: 809-363-6420\\nFECHA: 21/02/2024  HORA: 19:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          6,517.50\\n----------------------------------------------\\nSUB-TOTAL RD$        6,517.50\\nITBIS 18% RD$       1,173.15\\nTOTAL RD$           7,690.65\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1572835\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 80107401\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,7,13],"business_categories":["comercio_general","construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04800993414","132521171","133323265"],"invoice_ids":["inv_67879abf763aa79f9e45","inv_49f83ed5ef82b33a3e67","inv_cd50b9b882018d7631d1"],"observation_id":"obs_a799234c47b97402f1df","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.979,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":1.017,"brightness_factor":0.996,"blur_sigma":0.233,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.11,"jpeg_quality":95,"documents":[{"rotation_deg":0.413,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.636,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.054,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":3885735214432631027,"difficulty":"hard","split":"train"}
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{"image":"images/606_002806.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03101285603\",\"ncf\":\"B0256586688\",\"fecha_comprobante\":\"20241117\",\"monto_facturado_servicios\":123235.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22182.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"BIELKA MIRELIS FERNANDEZ VALDEZ\\nBIELKA MIRELIS FERNANDEZ VALDEZ\\nRNC 03101285603\\nCLIENTE: SINDICATO DE TRANSPORTE DE FURGONES Y A\\nRNC CLIENTE: 430057746\\nFACTURA DE CREDITO FISCAL\\nNCF: B0256586688\\nFACTURA NO.: 5171518\\nAUTORIZACION: 624104899\\nTELEFONO: 809-650-3335\\nFECHA: 17/11/2024  HORA: 16:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA           7,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   24,000.00\\n   21  PAGINA    TRADUCCION DE DOCUMENTOS    42,735.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   26,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      23,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      123,235.00\\nITBIS RD$      22,182.30\\nTOTAL RD$         145,417.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4254734\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 81964541\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03101285603"],"invoice_ids":["inv_a785d36fc6827b88a836"],"observation_id":"obs_b5a2326ebf13879501fb","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.845,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":0.745,"brightness_factor":1.058,"blur_sigma":0.498,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.04,"jpeg_quality":75,"documents":[{"rotation_deg":-0.399,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2097066016360278908,"difficulty":"hard","split":"train"}
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{"image":"images/606_002816.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130991693\",\"ncf\":\"E317821664086\",\"fecha_comprobante\":\"20240820\",\"monto_facturado_servicios\":1568.00,\"monto_facturado_bienes\":22515.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FERRETERIA MIRAMAR HNOS SANTIAGO\\nFERRETERIA MIRAMAR HNOS SANTIAGO SRL\\nRNC: 130991693\\nCLIENTE: JESUS PEÑA VASQUEZ\\nRNC CLIENTE: 00113164321\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317821664086\\nFACTURA NO.: 0743847\\nAUTORIZACION: 847872914\\nTELEFONO: 809-456-6302\\nFECHA: 20/08/2024  HORA: 16:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  16,529.90\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,986.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,568.00\\n-------------------------------------------\\nSUB-TOTAL RD$       24,083.90\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          24,083.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2858815\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 17168524\\nFMH\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130991693"],"invoice_ids":["inv_8536b1416607c01999fc"],"observation_id":"obs_fa4fec9d397d86e64767","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.67,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":1.021,"brightness_factor":1.013,"blur_sigma":0.053,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":91,"documents":[{"rotation_deg":0.322,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FMH"}]},"num_invoices":1,"seed":7274241823871250073,"difficulty":"light","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 16163672\\n\\n--- FACTURA ---\\n\\nLOS HERMANOS MULTI SERVICE CDS\\nLOS HERMANOS MULTI SERVICE CDS SRL\\nRNC: 132448979\\nCLIENTE: FUNDACION ORIENTACION PSICOLOGICA FUNDO\\nRNC CLIENTE: 430413429\\nFACTURA DE CREDITO FISCAL\\nNCF B0143562546\\nFACTURA NO.: 9665148\\nAUTORIZACION: 364488794\\nTELEFONO: 809-298-3899\\nFECHA: 27/03/2024  HORA: 20:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          516,630.00\\n    1  SERVICIO  COMISION INMOBILIARIA      113,664.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       34,025.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   21,408.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   11,945.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      697,672.50\\nIMPUESTO ITBIS RD$     125,581.05\\nTOTAL RD$         823,253.55\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4521004\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 57821349\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nREVISADO\\n\\n--- FACTURA ---\\n\\nLILIANA SCHISSELL DUME SANCHEZ\\nLILIANA SCHISSELL DUME SANCHEZ\\nRNC: 00113961445\\nCLIENTE: TOMAS PANIAGUA FAMILIA\\nRNC CLIENTE: 01200134037\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310210789624\\nFACTURA NO.: 6175498\\nAUTORIZACION: 798321098\\nTELEFONO: 809-865-2699\\nFECHA: 24/03/2025  HORA: 20:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,089.00\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   5,960.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  16,064.85\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,799.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,449.50\\n-------------------------------------------\\nSUB-TOTAL RD$       27,362.35\\nITBIS RD$       4,925.22\\nTOTAL RD$          32,287.57\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 647459\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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DE REPUESTOS AUTO PLANTAS  C POR A\\nRNC EMISOR: 130102661\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BARON INTERNACIONAL S A\\nRNC CLIENTE: 101074002\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327527834929\\nFACTURA NO.: 0800357\\nAUTORIZACION: 739003684\\nTELEFONO: 809-231-1958\\nFECHA: 06/03/2024  HORA: 08:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,140.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,310.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   3,513.98\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,132.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,860.00\\n-------------------------------------------\\nSUB-TOTAL RD$       35,955.98\\nITBIS 18% RD$       6,472.08\\nTOTAL RD$          42,428.06\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 7482129\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nLC FARMERS & ASOCIADOS\\nRNC EMISOR: 131555782\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ACEVIA SRL\\nRNC CLIENTE: 131782523\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327402588033\\nFACTURA NO.: 1399816\\nAUTORIZACION: 982774478\\nTELEFONO: 809-409-1942\\nFECHA: 19/10/2025  HORA: 12:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,972.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,972.00\\nITBIS RD$         714.96\\nTOTAL RD$           4,686.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1926313\\nGRACIAS POR SU COMPRA\\nENTREGADO\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nCENTRO PRE ESCOLAR CRISTIANO BRIGHTSTART\\nRNC EMISOR: 132979992\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PABLO MARIÑEZ RAMIREZ\\nRNC CLIENTE: 40224641635\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312014331717\\nFACTURA NO.: 0984090\\nAUTORIZACION: 843707106\\nTELEFONO: 809-243-9576\\nFECHA: 17/11/2025  HORA: 09:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    CUADERNO 100 HOJAS             284.00\\n    1  SERVICIO  CERTIFICACION                2,026.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION        10,185.95\\n    3  UNIDAD    LIBRO DE TEXTO               5,031.00\\n    4  CURSO     CURSO DE CAPACITACION       91,916.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      109,442.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$         109,442.95\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7633058\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nRecibido\\n\\n--- FACTURA ---\\n\\nVITRO AMERICA S A\\nRNC EMISOR: 101847816\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLUEMAN CORPORATION SRL\\nRNC CLIENTE: 131046185\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453820875980\\nFACTURA NO.: 1805817\\nAUTORIZACION: 391507795\\nTELEFONO: 809-373-8180\\nFECHA: 05/04/2024  HORA: 19:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  22,827.80\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,561.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,388.80\\nITBIS 18% RD$       4,749.98\\nTOTAL RD$          31,138.78\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1927660\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 85359531\\nENTREGADO\"}","template_ids":[0,5,12,1],"business_categories":["comercio_general","comercio_general","educacion","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_utiles_escolares_2025"],["curated"]],"issuer_rncs":["130102661","131555782","132979992","101847816"],"invoice_ids":["inv_7e32598d9a2d38e38dba","inv_c0d097c97ed11efb6061","inv_4ecf60a8d249d317b8a4","inv_5ba8cf32f921e3856274"],"observation_id":"obs_c8182bbe7bafd5ac5212","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.862,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.92,"brightness_factor":0.864,"blur_sigma":0.013,"crop_applied":false,"camera_distance_factors":[0.968,0.902,0.979,0.902],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.38,"jpeg_quality":94,"documents":[{"rotation_deg":-1.334,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.286,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.021,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.023,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":3107679189798960837,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_002821.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132149025\",\"ncf\":\"E323780583065\",\"fecha_comprobante\":\"20250709\",\"monto_facturado\":10768.50,\"itbis_facturado\":344.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":11112.57,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JARDINERIA ATAPAIMA\\nRNC EMISOR: 130649571\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REFV SERVITECH SOLUTIONS MULTISERVICE S\\nRNC CLIENTE: 132149025\\nFACTURA DE CREDITO FISCAL\\nNCF: E323780583065\\nFACTURA NO.: 0454093\\nAUTORIZACION: 191530606\\nTELEFONO: 809-201-8590\\nFECHA: 09/07/2025  HORA: 14:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  QUINTAL   FRUTAS FRESCAS               1,115.00\\n    1  UNIDAD    SEMILLAS CERTIFICADAS        1,911.50\\n    4  QUINTAL   ARROZ EN CASCARA             7,742.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       10,768.50\\nITBIS RD$         344.07\\nTOTAL RD$          11,112.57\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9103671\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 17340304\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["130649571"],"invoice_ids":["inv_babc8f6dd1d583aaa0cc"],"observation_id":"obs_a539377c684b9de41c48","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.86,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.988,"brightness_factor":1.006,"blur_sigma":0.016,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.11,"jpeg_quality":91,"documents":[{"rotation_deg":0.668,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4880417386758234742,"difficulty":"light","split":"train"}
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{"image":"images/607_002825.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132598212\",\"ncf\":\"B1455576778\",\"fecha_comprobante\":\"20251020\",\"monto_facturado\":128500.00,\"itbis_facturado\":23130.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":151630.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MY PLANNING FACTORY\\nRNC EMISOR: 131351352\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HEALTHY DROPS BY VLADIMIR ROA EIRL\\nRNC CLIENTE: 132598212\\nFACTURA DE CREDITO FISCAL\\nNCF B1455576778\\nFACTURA NO.: 2342207\\nAUTORIZACION: 667193227\\nTELEFONO: 809-833-7250\\nFECHA: 20/10/2025  HORA: 12:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            26,000.00\\n    1  VISITA    INSPECCION TECNICA          26,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   76,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      128,500.00\\nIMPUESTO ITBIS RD$      23,130.00\\nTOTAL RD$         151,630.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1267338\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 49525836\\nRESUMEN\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131351352"],"invoice_ids":["inv_b97eab82b863c93e903b"],"observation_id":"obs_d80c6d32aa8cefa34512","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.976,"brightness_factor":1.006,"blur_sigma":0.132,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.17,"jpeg_quality":93,"documents":[{"rotation_deg":0.536,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1122320490929836869,"difficulty":"light","split":"train"}
{"image":"images/606_002826.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130649197\",\"ncf\":\"E319200039327\",\"fecha_comprobante\":\"20241120\",\"monto_facturado_servicios\":202500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"12000006507\",\"ncf\":\"E320748185795\",\"fecha_comprobante\":\"20241220\",\"monto_facturado_servicios\":29347.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"VINICIO SHIPING\\nVINICIO SHIPING EIRL\\nRNC 130649197\\nCLIENTE: OMBUSSINESLOGISTIC SRL\\nRNC CLIENTE: 131651526\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319200039327\\nFACTURA NO.: 0614103\\nAUTORIZACION: 802960493\\nTELEFONO: 809-822-7446\\nFECHA: 20/11/2024  HORA: 17:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 120,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  45,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  37,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      202,500.00\\nITBIS 18% RD$      36,450.00\\nTOTAL RD$         238,950.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4692239\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 40465633\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nLA ISABELA HISTORICA NEWS\\nJOSE ANDRES POLANCO FERNANDEZ\\nRNC EMISOR: 12000006507\\nCLIENTE: ALMACENES LOS ANDES SRL\\nRNC CLIENTE: 132657039\\nFACTURA DE CREDITO FISCAL\\nNCF: E320748185795\\nFACTURA NO.: 1544757\\nAUTORIZACION: 167543762\\nTELEFONO: 809-431-6225\\nFECHA: 20/12/2024  HORA: 16:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                   9,925.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  14,081.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   5,341.99\\n-------------------------------------------\\nSUB-TOTAL RD$       29,347.99\\nITBIS RD$           0.00\\nTOTAL RD$          29,347.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1133086\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 65069361\\nCargo a oficina\"}","template_ids":[0,5],"business_categories":["profesional","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130649197","12000006507"],"invoice_ids":["inv_a5742a7d00086205f91f","inv_5ebcc598049e09356e95"],"observation_id":"obs_1bad878bd26403a1a64f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":7.44,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.99,"brightness_factor":1.002,"blur_sigma":0.178,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.44,"jpeg_quality":90,"documents":[{"rotation_deg":-0.645,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.425,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17824863358407952812,"difficulty":"medium","split":"test"}
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{"image":"images/606_002836.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02601323161\",\"ncf\":\"E320831157961\",\"fecha_comprobante\":\"20250925\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8134.42,\"itbis_facturado\":1464.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JAZMIN TAVAREZ ARIAS\\nJAZMIN TAVAREZ ARIAS\\nRNC: 02601323161\\nCLIENTE: SUCESORES PEDRO MANUEL ESCOTTO\\nPERALTA\\nRNC CLIENTE: 130883302\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320831157961\\nFACTURA NO.: 5167839\\nAUTORIZACION: 558500882\\nTELEFONO: 809-356-8624\\nFECHA: 25/09/2025  HORA: 17:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                   2,955.80\\n    3  UNIDAD    PIZZA MEDIANA\\n                                   2,549.85\\n    4  UNIDAD    REFRESCO\\n                                     499.80\\n    3  UNIDAD    PLATO DEL DIA\\n                                   1,328.97\\n    4  UNIDAD    POSTRE DE LA CASA\\n                                     800.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,134.42\\nITBIS 18% RD$       1,464.20\\nTOTAL RD$           9,598.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8301860\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 17660077\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJTA\\nPAGADO\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["02601323161"],"invoice_ids":["inv_25ee02e28cc9d14a5024"],"observation_id":"obs_fdbdcd7c03f350557349","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":8.18,"augmentation_metadata":{"downscale_factor":0.799,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.941,"brightness_factor":0.981,"blur_sigma":0.255,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.82,"jpeg_quality":87,"documents":[{"rotation_deg":-1.512,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JTA"}]},"num_invoices":1,"seed":9781181539139108293,"difficulty":"hard","split":"train"}
{"image":"images/607_002837.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09700178503\",\"ncf\":\"E312555187816\",\"fecha_comprobante\":\"20241020\",\"monto_facturado\":34427.95,\"itbis_facturado\":6197.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":40624.98,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEGOCIOS Y SERVICIOS JYS\\nRNC EMISOR: 00119116044\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MELANIA GUZMAN\\nRNC CLIENTE: 09700178503\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312555187816\\nFACTURA NO.: 3016767\\nAUTORIZACION: 351580508\\nTELEFONO: 809-685-3933\\nFECHA: 20/10/2024  HORA: 10:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  31,170.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,257.95\\n-------------------------------------------\\nSUBTOTAL RD$       34,427.95\\nIMPUESTO ITBIS RD$       6,197.03\\nTOTAL RD$          40,624.98\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9656724\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 54995516\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\"}","template_ids":[0],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["00119116044"],"invoice_ids":["inv_d9c31ac2e958120285f6"],"observation_id":"obs_5a40bc8ed1972c3dd456","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.17,"augmentation_metadata":{"downscale_factor":0.745,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.743,"brightness_factor":1.035,"blur_sigma":0.335,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":83,"documents":[{"rotation_deg":1.284,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10755510009503516000,"difficulty":"medium","split":"train"}
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{"image":"images/606_002840.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131372805\",\"ncf\":\"B1484988116\",\"fecha_comprobante\":\"20250210\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3620.00,\"itbis_facturado\":651.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133345676\",\"ncf\":\"B0260175953\",\"fecha_comprobante\":\"20251103\",\"monto_facturado_servicios\":52000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"CASA DULCE BY VANESA SEMPRUN\\nCASA DULCE BY VANESA SEMPRUN SRL\\nRNC: 131372805\\nCLIENTE: ROSANNY BERONICA HERNANDEZ GOMEZ\\nRNC CLIENTE: 03300388679\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1484988116\\nFACTURA NO.: 4540288\\nAUTORIZACION: 517883971\\nTELEFONO: 809-896-1847\\nFECHA: 10/02/2025  HORA: 10:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,196.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,424.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,620.00\\nITBIS RD$         651.60\\nTOTAL RD$           4,271.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1947867\\nGRACIAS POR SU COMPRA\\nOK\\n\\n--- FACTURA ---\\n\\nSTARK STRATEGIC CONSULTING\\nSTARK STRATEGIC CONSULTING SRL\\nRNC 133345676\\nCLIENTE: YUNIOR RAMON REYES ALMONTE\\nRNC CLIENTE: 04801025745\\nFACTURA DE CREDITO FISCAL\\nNCF B0260175953\\nFACTURA NO.: 7132519\\nAUTORIZACION: 253058005\\nTELEFONO: 809-530-5579\\nFECHA: 03/11/2025  HORA: 14:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        52,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       52,000.00\\nITBIS RD$       9,360.00\\nTOTAL RD$          61,360.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 7539564\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 83402112\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131372805","133345676"],"invoice_ids":["inv_2149940bd91819e28aa5","inv_9244a9add8632dd14dbd"],"observation_id":"obs_9399c66e80711a2a51b9","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.819,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.667,"brightness_factor":1.057,"blur_sigma":0.41,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.75,"jpeg_quality":85,"documents":[{"rotation_deg":0.362,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.766,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7566490371451051453,"difficulty":"medium","split":"test"}
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{"image":"images/606_002844.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133063751\",\"ncf\":\"E453962050841\",\"fecha_comprobante\":\"20241016\",\"monto_facturado_servicios\":1627.99,\"monto_facturado_bienes\":36481.00,\"itbis_facturado\":6859.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ELECTRO PEDRO DOMINGUEZ\\nELECTRO PEDRO DOMINGUEZ SRL\\nRNC 133063751\\nCLIENTE: HYPERECO AUTOS SRL\\nRNC CLIENTE: 131946072\\nFACTURA DE CREDITO FISCAL\\nNCF E453962050841\\nFACTURA NO.: 6682694\\nAUTORIZACION: 753644449\\nTELEFONO: 809-966-7633\\nFECHA: 16/10/2024  HORA: 08:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,627.99\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,514.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,305.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  28,662.00\\n-------------------------------------------\\nSUB-TOTAL RD$       38,108.99\\nIMPUESTO ITBIS RD$       6,859.62\\nTOTAL RD$          44,968.61\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2282489\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 83880571\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133063751"],"invoice_ids":["inv_04e963782327746b4287"],"observation_id":"obs_129153df01e6cc572909","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.51,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":1.03,"brightness_factor":0.997,"blur_sigma":0.144,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.82,"jpeg_quality":93,"documents":[{"rotation_deg":-0.617,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8811081069157542059,"difficulty":"light","split":"train"}
{"image":"images/607_002845.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130724504\",\"ncf\":\"B1570499641\",\"fecha_comprobante\":\"20251107\",\"monto_facturado\":73.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":73.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COLMADO DIOS SOBRE TODOS\\nRNC EMISOR: 06700037671\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISTRIBUIDORA COMERCIAL LA FAMILIA DICO\\nRNC CLIENTE: 130724504\\nFACTURA DE CREDITO FISCAL\\nNCF B1570499641\\nFACTURA NO.: 3786288\\nAUTORIZACION: 441876591\\nTELEFONO: 809-389-7332\\nFECHA: 07/11/2025  HORA: 13:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  LITRO     LECHE UHT 1 LITRO               73.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$           73.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$              73.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2300174\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 59633585\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["06700037671"],"invoice_ids":["inv_8b1160c048f76cf156bf"],"observation_id":"obs_bf0174d999d8ec32bf89","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.54,"augmentation_metadata":{"downscale_factor":0.784,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.874,"brightness_factor":1.046,"blur_sigma":0.644,"crop_applied":false,"camera_distance_factors":[0.966],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.25,"jpeg_quality":79,"documents":[{"rotation_deg":-0.278,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4013055326586332181,"difficulty":"medium","split":"train"}
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{"image":"images/607_002849.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101665076\",\"ncf\":\"B1521879971\",\"fecha_comprobante\":\"20240317\",\"monto_facturado\":26556.50,\"itbis_facturado\":4780.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":31336.67,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YOVANITO 15 PROMOTION\\nRNC EMISOR: 133317621\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROYECTO J & M S A\\nRNC CLIENTE: 101665076\\nFACTURA DE CREDITO FISCAL\\nNCF B1521879971\\nFACTURA NO.: 3854620\\nAUTORIZACION: 714438002\\nTELEFONO: 809-340-4306\\nFECHA: 17/03/2024  HORA: 20:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,042.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,312.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     897.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  23,305.50\\n-------------------------------------------\\nSUBTOTAL RD$       26,556.50\\nITBIS RD$       4,780.17\\nTOTAL RD$          31,336.67\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 261560\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 74665146\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133317621"],"invoice_ids":["inv_a568d935fd34f756d71e"],"observation_id":"obs_05b04aa4fc444a63e54f","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.1,"augmentation_metadata":{"downscale_factor":0.85,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.978,"brightness_factor":0.937,"blur_sigma":0.458,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.42,"jpeg_quality":88,"documents":[{"rotation_deg":1.721,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15891892770274819218,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 61631323\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nINDEX CXA\\nRNC EMISOR: 101021942\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON POLANCO GONZALEZ SRL\\nRNC CLIENTE: 131877214\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326523650509\\nFACTURA NO.: 6013581\\nAUTORIZACION: 283628504\\nTELEFONO: 809-440-9043\\nFECHA: 08/06/2024  HORA: 17:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     756.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,712.85\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,361.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  14,931.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,760.85\\nIMPUESTO ITBIS RD$       3,376.95\\nTOTAL RD$          22,137.80\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 3182072\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 89282493\\n\\n--- FACTURA ---\\n\\nLIAM\\nRNC EMISOR: 130500525\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZOYESC MULTI SERVICE SRL\\nRNC CLIENTE: 131987354\\nFACTURA DE CREDITO FISCAL\\nNCF E327441138161\\nFACTURA NO.: 1934655\\nAUTORIZACION: 284014772\\nTELEFONO: 809-278-7942\\nFECHA: 20/10/2025  HORA: 09:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  LIBRA     CLAVOS CORRIENTES 2\\n                 PULGADAS\\n                                      74.00\\n-------------------------------------------\\nSUB-TOTAL RD$           74.00\\nITBIS RD$          13.32\\nTOTAL RD$              87.32\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9800691\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 54290172\\nL\"}","template_ids":[1,0,5],"business_categories":["transporte","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["proconsumidor_ferreteria_2025"]],"issuer_rncs":["133349639","101021942","130500525"],"invoice_ids":["inv_41f16bfd291a28cc86a8","inv_1733aa4ef277391e955d","inv_23f06a517e481bfeb511"],"observation_id":"obs_8b3d7ee7e4220269072f","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.39,"augmentation_metadata":{"downscale_factor":0.8,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.71,"brightness_factor":1.069,"blur_sigma":0.627,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.56,"jpeg_quality":88,"documents":[{"rotation_deg":-0.447,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.695,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.752,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"L"}]},"num_invoices":3,"seed":12773374271055192309,"difficulty":"hard","split":"validation"}
{"image":"images/606_002860.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06100268777\",\"ncf\":\"B1487222959\",\"fecha_comprobante\":\"20250829\",\"monto_facturado_servicios\":1022.00,\"monto_facturado_bienes\":10268.75,\"itbis_facturado\":2032.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00112945134\",\"ncf\":\"B1524389900\",\"fecha_comprobante\":\"20240427\",\"monto_facturado_servicios\":121500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21870.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"130692726\",\"ncf\":\"E310504771182\",\"fecha_comprobante\":\"20251225\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4168.00,\"itbis_facturado\":750.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"ONA\\nSANDRA MARTINEZ PAREDES\\nRNC EMISOR: 06100268777\\nCLIENTE: VILMA ANANDRA GOMEZ POLANCO\\nRNC CLIENTE: 03700936242\\nFACTURA DE CREDITO FISCAL\\nNCF: B1487222959\\nFACTURA NO.: 1011946\\nAUTORIZACION: 890559540\\nTELEFONO: 809-643-8775\\nFECHA: 29/08/2025  HORA: 17:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,426.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,949.75\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,218.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,675.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,022.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,290.75\\nITBIS 18% RD$       2,032.34\\nTOTAL RD$          13,323.09\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3269464\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 52644937\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nO\\n\\n--- FACTURA ---\\n\\nCANDELARIA NOLASCO BURGOS\\nCANDELARIA NOLASCO BURGOS\\nRNC 00112945134\\nCLIENTE: HISPANIOLA INVESTMENTS INC\\nRNC CLIENTE: 130352102\\nFACTURA DE CREDITO FISCAL\\nNCF B1524389900\\nFACTURA NO.: 2778384\\nAUTORIZACION: 283285685\\nTELEFONO: 809-964-4559\\nFECHA: 27/04/2024  HORA: 18:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  32,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  20,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  69,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      121,500.00\\nIMPUESTO ITBIS RD$      21,870.00\\nTOTAL RD$         143,370.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 1920532\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 91306668\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nIMPORTADORA BARDEMAR TEJADA\\nIMPORTADORA BARDEMAR TEJADA S R L\\nRNC: 130692726\\nCLIENTE: LUIS O CASTILLO C POR A\\nRNC CLIENTE: 115000069\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310504771182\\nFACTURA NO.: 7780231\\nAUTORIZACION: 971958904\\nTELEFONO: 809-769-2054\\nFECHA: 25/12/2025  HORA: 12:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,168.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,168.00\\nITBIS RD$         750.24\\nTOTAL RD$           4,918.24\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 7660678\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 20009705\"}","template_ids":[1,0,5],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["06100268777","00112945134","130692726"],"invoice_ids":["inv_349d7f902f8a8c3e9bba","inv_aea81af32fa6045ead14","inv_dd7dffb3f1b50a4de518"],"observation_id":"obs_830dc9a7e6d9e6ab9c36","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":3.91,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.943,"brightness_factor":0.998,"blur_sigma":0.132,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":40.14,"jpeg_quality":93,"documents":[{"rotation_deg":-0.189,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.724,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.455,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"O"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":518197687740471597,"difficulty":"hard","split":"validation"}
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{"image":"images/607_002863.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101712384\",\"ncf\":\"E447502837399\",\"fecha_comprobante\":\"20250103\",\"monto_facturado\":2941.90,\"itbis_facturado\":529.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":3471.44}],\"ocr\":\"JOSE RAUL NATERA ENCARNACION\\nRNC EMISOR: 00119371185\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA TORRES Y RIVAS C POR A\\nRNC CLIENTE: 101712384\\nFACTURA DE CREDITO FISCAL\\nNCF E447502837399\\nFACTURA NO.: 7457020\\nAUTORIZACION: 234939919\\nTELEFONO: 809-741-8729\\nFECHA: 03/01/2025  HORA: 08:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,941.90\\n----------------------------------------------\\nSUBTOTAL RD$        2,941.90\\nITBIS 18% RD$         529.54\\nTOTAL RD$           3,471.44\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1266490\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 69411051\\nJRN\\nCargo almacen\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00119371185"],"invoice_ids":["inv_2db6b401fb69f01b3414"],"observation_id":"obs_0af18dc7a64cf01dbb63","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.47,"augmentation_metadata":{"downscale_factor":0.765,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.857,"brightness_factor":0.966,"blur_sigma":0.452,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.96,"jpeg_quality":83,"documents":[{"rotation_deg":2.332,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JRN"}]},"num_invoices":1,"seed":11293765414258106281,"difficulty":"hard","split":"train"}
{"image":"images/606_002864.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03700282894\",\"ncf\":\"B1401045752\",\"fecha_comprobante\":\"20250720\",\"monto_facturado_servicios\":1664.00,\"monto_facturado_bienes\":9811.50,\"itbis_facturado\":2065.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"COLMADO LA UNION\\nJUAN BAUTISTA ALMONTE\\nRNC EMISOR: 03700282894\\nCLIENTE: LEOTIER GOURMET EIRL\\nRNC CLIENTE: 132325291\\nFACTURA DE CREDITO FISCAL\\nNCF B1401045752\\nFACTURA NO.: 0809412\\nAUTORIZACION: 578776690\\nTELEFONO: 809-349-6430\\nFECHA: 20/07/2025  HORA: 12:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,856.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,105.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,664.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,850.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,475.50\\nITBIS RD$       2,065.59\\nTOTAL RD$          13,541.09\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8161798\\nGRACIAS POR SU COMPRA\\nCLU\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03700282894"],"invoice_ids":["inv_15b87a0b4a62fddeee96"],"observation_id":"obs_f0ddef85e3416f1c060d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.15,"augmentation_metadata":{"downscale_factor":0.587,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.871,"brightness_factor":1.003,"blur_sigma":0.417,"crop_applied":false,"camera_distance_factors":[0.899],"legibility_scale_corrections":[0.0],"final_contrast_stddev":35.68,"jpeg_quality":77,"documents":[{"rotation_deg":2.803,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"CLU"}]},"num_invoices":1,"seed":1055712742006803653,"difficulty":"medium","split":"train"}
{"image":"images/607_002865.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04800956494\",\"ncf\":\"E311398955349\",\"fecha_comprobante\":\"20240313\",\"monto_facturado\":150500.00,\"itbis_facturado\":27090.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":177590.00}],\"ocr\":\"JOSE RHADAMES DE JESUS\\nRNC EMISOR: 02800046514\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISAIAS SANCHEZ\\nRNC CLIENTE: 04800956494\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311398955349\\nFACTURA NO.: 9538102\\nAUTORIZACION: 194827028\\nTELEFONO: 809-515-8628\\nFECHA: 13/03/2024  HORA: 13:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  37,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  80,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  33,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      150,500.00\\nIMPUESTO ITBIS RD$      27,090.00\\nTOTAL RD$         177,590.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 2170437\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 65387086\\nPendiente\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["02800046514"],"invoice_ids":["inv_3be711e50a3f9fc6cd20"],"observation_id":"obs_b40d826e25e64266bf4d","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":8.75,"augmentation_metadata":{"downscale_factor":0.88,"red_scale":0.956,"blue_scale":1.044,"contrast_factor":1.027,"brightness_factor":0.97,"blur_sigma":0.016,"crop_applied":false,"camera_distance_factors":[0.919],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.78,"jpeg_quality":87,"documents":[{"rotation_deg":-0.807,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7886656928543802883,"difficulty":"light","split":"train"}
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{"image":"images/606_002890.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00111570420\",\"ncf\":\"E447767932003\",\"fecha_comprobante\":\"20240518\",\"monto_facturado_servicios\":119000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21420.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"101124466\",\"ncf\":\"E441940418331\",\"fecha_comprobante\":\"20241110\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":23500.00,\"itbis_facturado\":4230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MERVIS ALEXIS RAMIREZ DIAZ\\nMERVIS ALEXIS RAMIREZ DIAZ\\nRNC EMISOR: 00111570420\\nCLIENTE: CARMEN MARIA AQUINO ALMONTE\\nRNC CLIENTE: 00101088839\\nFACTURA DE CREDITO FISCAL\\nNCF: E447767932003\\nFACTURA NO.: 6884874\\nAUTORIZACION: 106511505\\nTELEFONO: 809-354-3341\\nFECHA: 18/05/2024  HORA: 08:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           119,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      119,000.00\\nITBIS 18% RD$      21,420.00\\nTOTAL RD$         140,420.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 354930\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 50513032\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMANANTIALES SILOE S A\\nMANANTIALES SILOE S A\\nRNC 101124466\\nCLIENTE: MANUEL SOLANO\\nRNC CLIENTE: 00115585713\\nFACTURA DE CREDITO FISCAL\\nNCF: E441940418331\\nFACTURA NO.: 1263917\\nAUTORIZACION: 213888804\\nTELEFONO: 809-825-9138\\nFECHA: 10/11/2024  HORA: 18:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  23,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       23,500.00\\nIMPUESTO ITBIS RD$       4,230.00\\nTOTAL RD$          27,730.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4906459\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00111570420","101124466"],"invoice_ids":["inv_fd512de119e0246c7d93","inv_6b45b01ece23222b8251"],"observation_id":"obs_a364571b74f9c993fd88","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.986,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.99,"jpeg_quality":96,"documents":[{"rotation_deg":-0.059,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.004,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":16443426644293180731,"difficulty":"medium","split":"train"}
{"image":"images/607_002891.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02500322959\",\"ncf\":\"E313241991416\",\"fecha_comprobante\":\"20240627\",\"monto_facturado\":580.00,\"itbis_facturado\":104.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":684.40,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASTA S A\\nRNC EMISOR: 101538112\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAQUEL LIZARDO SORIANO\\nRNC CLIENTE: 02500322959\\nFACTURA DE CREDITO FISCAL\\nNCF E313241991416\\nFACTURA NO.: 0675411\\nAUTORIZACION: 382154520\\nTELEFONO: 809-910-9900\\nFECHA: 27/06/2024  HORA: 15:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     580.00\\n-------------------------------------------\\nSUB-TOTAL RD$          580.00\\nIMPUESTO ITBIS RD$         104.40\\nTOTAL RD$             684.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9804474\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 22436776\\nASA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101538112"],"invoice_ids":["inv_f8b97caaea04cfa765db"],"observation_id":"obs_6b32af687080d0213b27","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.66,"augmentation_metadata":{"downscale_factor":0.712,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.783,"brightness_factor":1.119,"blur_sigma":0.401,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.97,"jpeg_quality":79,"documents":[{"rotation_deg":-0.576,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"ASA"}]},"num_invoices":1,"seed":9148602303960466239,"difficulty":"hard","split":"train"}
{"image":"images/606_002892.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130369331\",\"ncf\":\"E327157651177\",\"fecha_comprobante\":\"20240905\",\"monto_facturado_servicios\":601.99,\"monto_facturado_bienes\":54192.50,\"itbis_facturado\":9863.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"COMPRA VENTA MUEBLERIA WG C POR A\\nCOMPRA VENTA MUEBLERIA WG C POR A\\nRNC EMISOR: 130369331\\nCLIENTE: INMOBILIARIA CAOBA S A\\nRNC CLIENTE: 102312559\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327157651177\\nFACTURA NO.: 5786297\\nAUTORIZACION: 742022472\\nTELEFONO: 809-733-1723\\nFECHA: 05/09/2024  HORA: 11:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,620.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     601.99\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,703.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  42,227.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     642.00\\n-------------------------------------------\\nSUB-TOTAL RD$       54,794.49\\nITBIS RD$       9,863.01\\nTOTAL RD$          64,657.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8657804\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130369331"],"invoice_ids":["inv_7acd7d1d50a4a7e8213c"],"observation_id":"obs_2527a8ff24fb633e4c8e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.24,"augmentation_metadata":{"downscale_factor":0.854,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.896,"brightness_factor":0.915,"blur_sigma":0.248,"crop_applied":false,"camera_distance_factors":[0.927],"legibility_scale_corrections":[0.0],"final_contrast_stddev":73.64,"jpeg_quality":78,"documents":[{"rotation_deg":0.814,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8618132499791026657,"difficulty":"medium","split":"train"}
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UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 77224746\\n\\n--- FACTURA ---\\n\\nFUMENROTC\\nFUNDACION MUJERES EN LAS MARGENES DEL RIO OZAMA \\nRNC EMISOR: 430012114\\nCLIENTE: MIREYA PEÑA DE LA CRUZ DE RODRIGUEZ\\nRNC CLIENTE: 02500235714\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1543993361\\nFACTURA NO.: 6303537\\nAUTORIZACION: 347081837\\nTELEFONO: 809-505-8086\\nFECHA: 11/01/2025  HORA: 10:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           140,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    62,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       5,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      247,000.00\\nIMPUESTO ITBIS RD$      44,460.00\\nTOTAL RD$         291,460.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9616757\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 36005589\\nRESUMEN\\nF\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nASOCEMA\\nASOCIACION DE CENTROS DE MADRES DEL MUNICIPIO DE\\nRNC 417007401\\nCLIENTE: JIMENEZ CAVALLO COMERCIAL\\nRNC CLIENTE: 130446199\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1468797266\\nFACTURA NO.: 6402501\\nAUTORIZACION: 813572966\\nTELEFONO: 809-876-5920\\nFECHA: 06/01/2024  HORA: 12:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   43,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      26,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       69,000.00\\nITBIS 18% RD$      12,420.00\\nTOTAL RD$          81,420.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4950052\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 67815997\\nDETALLE DE SERVICIOS\\nCOPIA\\n\\n--- FACTURA ---\\n\\nWIRELESS NET ZONE\\nJOSE RAFAEL RODRIGUEZ QUIROZ\\nRNC 03103084640\\nCLIENTE: SANEL ANTONIO PEREZ FELIZ\\nRNC CLIENTE: 07700041952\\nFACTURA DE CREDITO FISCAL\\nNCF: B1480691875\\nFACTURA NO.: 8146563\\nAUTORIZACION: 357699444\\nTELEFONO: 809-725-8396\\nFECHA: 21/03/2024  HORA: 20:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO        11,589.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            820.50\\n----------------------------------------------\\nSUBTOTAL RD$       12,410.45\\nIMPUESTO ITBIS RD$       2,233.88\\nTOTAL RD$          14,644.33\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6734708\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. DESCRIPCION IMPORTE\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nMARTIN RAMOS JIMENEZ\\nMARTIN RAMOS JIMENEZ\\nRNC EMISOR: 01200905402\\nCLIENTE: VICENTE GRULLON AMPARO\\nRNC CLIENTE: 00117085597\\nFACTURA DE CREDITO FISCAL\\nNCF E440985451158\\nFACTURA NO.: 0300342\\nAUTORIZACION: 103406676\\nTELEFONO: 809-497-4356\\nFECHA: 04/01/2024  HORA: 20:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    HABICHUELAS 800 G\\n                                     409.50\\n    1  GALON     CLORO LIQUIDO 1 GALON\\n                                     166.99\\n    5  LITRO     LECHE UHT 1 LITRO\\n                                     390.00\\n  1.5  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     337.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,303.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           1,303.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5637071\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 71069614\"}","template_ids":[4,7,5],"business_categories":["profesional","educacion","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132218744","132922387","01200905402"],"invoice_ids":["inv_046e962f2f93aeef9f83","inv_afc87f9c7192cfdcc05f","inv_5f8a87714c83b0442a80"],"observation_id":"obs_5d7320c15b3eb6d308ba","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.68,"augmentation_metadata":{"downscale_factor":0.589,"red_scale":1.064,"blue_scale":0.936,"contrast_factor":1.056,"brightness_factor":0.902,"blur_sigma":1.057,"crop_applied":false,"camera_distance_factors":[0.907,0.913,0.901],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":47.37,"jpeg_quality":75,"documents":[{"rotation_deg":-0.485,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.596,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":5.191,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":12123001477791022714,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_002924.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133195771\",\"ncf\":\"E319500127978\",\"fecha_comprobante\":\"20240911\",\"monto_facturado_servicios\":204184.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36753.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131399576\",\"ncf\":\"E457754636985\",\"fecha_comprobante\":\"20240922\",\"monto_facturado_servicios\":26072.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4693.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00102628674\",\"ncf\":\"B1536360605\",\"fecha_comprobante\":\"20240622\",\"monto_facturado_servicios\":609.00,\"monto_facturado_bienes\":15350.00,\"itbis_facturado\":2872.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"HERNANDEZ RENT CAR HR\\nHERNANDEZ RENT CAR HR SRL\\nRNC 133195771\\nCLIENTE: EMEDOMSERVI SRL\\nRNC CLIENTE: 132502841\\nFACTURA DE CREDITO FISCAL\\nNCF: E319500127978\\nFACTURA NO.: 2228206\\nAUTORIZACION: 297236767\\nTELEFONO: 809-234-5294\\nFECHA: 11/09/2024  HORA: 17:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           11,407.99\\n    1  VIAJE     SERVICIO DE MENSAJERIA         673.00\\n    4  SERVICIO  ALQUILER DE VEHICULO        34,416.00\\n    4  VIAJE     TRANSPORTE DE CARGA        157,688.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      204,184.99\\nITBIS 18% RD$      36,753.30\\nTOTAL RD$         240,938.29\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7578464\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 42910247\\nCANT. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 17929053\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nKACHU Y MOZTAZA\\nRICARDO ALBERTO DUCOUDRAY MERINO\\nRNC EMISOR: 00117598516\\nCLIENTE: JOAO MARCOS CABRERA PEREZ\\nRNC CLIENTE: 40225040191\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312961537849\\nFACTURA NO.: 4839362\\nAUTORIZACION: 490628173\\nTELEFONO: 809-953-1554\\nFECHA: 15/12/2024  HORA: 16:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    JUGO NATURAL\\n                                     459.80\\n    2  UNIDAD    PLATO DEL DIA\\n                                     557.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,016.80\\nIMPUESTO ITBIS RD$         183.02\\nTOTAL RD$           1,199.82\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1356566\\nGRACIAS POR SU COMPRA\\nKYM\\n\\n--- FACTURA ---\\n\\nVRALUCIA SRL\\nVRALUCIA SRL\\nRNC 131253725\\nCLIENTE: INDICATOR SRL\\nRNC CLIENTE: 101726644\\nFACTURA DE CREDITO FISCAL\\nNCF: E440396969005\\nFACTURA NO.: 8468352\\nAUTORIZACION: 499302589\\nTELEFONO: 809-270-6352\\nFECHA: 15/05/2025  HORA: 10:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      18,000.00\\n    2  MES       SERVICIOS CONTABLES DEL MES   24,000.00\\n    1  CASO      REPRESENTACION LEGAL        30,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   61,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      133,500.00\\nIMPUESTO ITBIS RD$      24,030.00\\nTOTAL RD$         157,530.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6168180\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nEntregado\"}","template_ids":[4,1,11],"business_categories":["inmobiliario","restaurante","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130491242","00117598516","131253725"],"invoice_ids":["inv_3658c730823d595372c6","inv_429fb88f3e272ee40c10","inv_8ae984739ddb2426f2f0"],"observation_id":"obs_bede8a7d5f9b7b5c072a","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.57,"augmentation_metadata":{"downscale_factor":0.947,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.959,"brightness_factor":0.87,"blur_sigma":0.27,"crop_applied":false,"camera_distance_factors":[0.884,0.974,0.928],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.1,"jpeg_quality":90,"documents":[{"rotation_deg":0.808,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.609,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.132,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"KYM"},{"kind":"none","text":""}]},"num_invoices":3,"seed":17252941866627450546,"difficulty":"hard","split":"train"}
{"image":"images/607_002929.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04900352222\",\"ncf\":\"E455332408717\",\"fecha_comprobante\":\"20240526\",\"monto_facturado\":195500.00,\"itbis_facturado\":35190.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":230690.00}],\"ocr\":\"BAR AMERICA C POR A\\nRNC EMISOR: 101774398\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMILIO ANTONIO DUARTE\\nRNC CLIENTE: 04900352222\\nFACTURA DE CREDITO FISCAL\\nNCF: E455332408717\\nFACTURA NO.: 9630707\\nAUTORIZACION: 145393187\\nTELEFONO: 809-874-5666\\nFECHA: 26/05/2024  HORA: 08:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       38,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   26,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      117,500.00\\n    1  SERVICIO  ASESORIA TECNICA             4,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      195,500.00\\nITBIS RD$      35,190.00\\nTOTAL RD$         230,690.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3358162\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 87121425\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nVERIFICADO\"}","template_ids":[11],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101774398"],"invoice_ids":["inv_866118da6127fe270f44"],"observation_id":"obs_1ba6e06463e2c2929412","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.9,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.746,"brightness_factor":1.021,"blur_sigma":0.539,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":83,"documents":[{"rotation_deg":0.48,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7177265430841442708,"difficulty":"medium","split":"train"}
{"image":"images/606_002930.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40231292877\",\"ncf\":\"E328836815476\",\"fecha_comprobante\":\"20240113\",\"monto_facturado_servicios\":50498.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9089.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RENE GUZMAN RIVERA\\nRENE GUZMAN RIVERA\\nRNC 40231292877\\nCLIENTE: AMAURY GERMAN URIBE MIRANDA\\nRNC CLIENTE: 00109481606\\nFACTURA DE CREDITO FISCAL\\nNCF E328836815476\\nFACTURA NO.: 4940710\\nAUTORIZACION: 484267618\\nTELEFONO: 809-323-3951\\nFECHA: 13/01/2024  HORA: 16:49\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS\\n                                                 15,500.00\\n   19  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 34,998.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       50,498.00\\nITBIS 18% RD$       9,089.64\\nTOTAL RD$          59,587.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2755200\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40231292877"],"invoice_ids":["inv_2b072f19826795cfe994"],"observation_id":"obs_9ca2095cbf1fd8085983","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":0.978,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.985,"brightness_factor":1.002,"blur_sigma":0.192,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.87,"jpeg_quality":93,"documents":[{"rotation_deg":0.087,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12667300213002394056,"difficulty":"light","split":"train"}
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{"image":"images/607_002937.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03700258928\",\"ncf\":\"E451031952562\",\"fecha_comprobante\":\"20240517\",\"monto_facturado\":105000.00,\"itbis_facturado\":18900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":123900.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DISPENSARIO PARROQUIAL NUESTRA SENORA DEL \\nRNC EMISOR: 430054836\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DARIO ALCANTARA GARCIA\\nRNC CLIENTE: 03700258928\\nFACTURA DE CREDITO FISCAL\\nNCF: E451031952562\\nFACTURA NO.: 4880836\\nAUTORIZACION: 358370890\\nTELEFONO: 809-843-4610\\nFECHA: 17/05/2024  HORA: 18:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   80,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      105,000.00\\nITBIS RD$      18,900.00\\nTOTAL RD$         123,900.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3547025\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 76315981\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430054836"],"invoice_ids":["inv_8b0dfe3b805f2e8f9d7c"],"observation_id":"obs_d7d4f8f0923427593867","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.637,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.849,"brightness_factor":1.018,"blur_sigma":0.547,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":81,"documents":[{"rotation_deg":-0.766,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6597168696410360212,"difficulty":"hard","split":"validation"}
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{"image":"images/607_002941.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130140792\",\"ncf\":\"B0108555210\",\"fecha_comprobante\":\"20251015\",\"monto_facturado\":128585.00,\"itbis_facturado\":23145.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":151730.30,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00104545694\",\"ncf\":\"E328614590440\",\"fecha_comprobante\":\"20240319\",\"monto_facturado\":6566.95,\"itbis_facturado\":1182.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":7749.00}],\"ocr\":\"NIGERO ANTONIO ALBAINE PONS\\nRNC EMISOR: 03100797772\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TENEDORA DANA SRL\\nRNC CLIENTE: 130140792\\nFACTURA DE CREDITO FISCAL\\nNCF B0108555210\\nFACTURA NO.: 4157229\\nAUTORIZACION: 320577069\\nTELEFONO: 809-743-1347\\nFECHA: 15/10/2025  HORA: 09:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  16,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  25,000.00\\n    3  DOCUMENT  REDACCION DE CONTRATO\\n                                  52,500.00\\n   15  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  35,085.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      128,585.00\\nITBIS 18% RD$      23,145.30\\nTOTAL RD$         151,730.30\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9418389\\nGRACIAS POR SU COMPRA\\nPagado\\n\\n--- FACTURA ---\\n\\nCHRISTIAN OMAR CLOTHING GALLERY\\nRNC EMISOR: 131577733\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WANDA JACQUELINE ZARZUELA HILARIO\\nRNC CLIENTE: 00104545694\\nFACTURA DE CREDITO FISCAL\\nNCF E328614590440\\nFACTURA NO.: 2497693\\nAUTORIZACION: 937773199\\nTELEFONO: 809-750-3144\\nFECHA: 19/03/2024  HORA: 13:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     614.95\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,952.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,566.95\\nITBIS 18% RD$       1,182.05\\nTOTAL RD$           7,749.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 4005045\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 12269139\"}","template_ids":[0,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03100797772","131577733"],"invoice_ids":["inv_852a786585ae883be450","inv_5f9a1325919aa3bedfad"],"observation_id":"obs_8cbcce4d6b14a97074b1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.729,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.696,"brightness_factor":1.096,"blur_sigma":0.721,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.24,"jpeg_quality":85,"documents":[{"rotation_deg":-0.04,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.141,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":16105739412034775524,"difficulty":"hard","split":"test"}
{"image":"images/606_002942.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131315852\",\"ncf\":\"E454807947985\",\"fecha_comprobante\":\"20241230\",\"monto_facturado_servicios\":10000.00,\"monto_facturado_bienes\":7724.75,\"itbis_facturado\":3190.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"101063922\",\"ncf\":\"E322996373689\",\"fecha_comprobante\":\"20241129\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15180.00,\"itbis_facturado\":2732.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00110689197\",\"ncf\":\"E450627601154\",\"fecha_comprobante\":\"20240927\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":39439.85,\"itbis_facturado\":7099.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"INVERSIONES MTC\\nINVERSIONES MTC SRL\\nRNC: 131315852\\nCLIENTE: DEGEN CAPITAL INC\\nRNC CLIENTE: 130332223\\nFACTURA DE CREDITO FISCAL\\nNCF E454807947985\\nFACTURA NO.: 1253804\\nAUTORIZACION: 495613550\\nTELEFONO: 809-779-6090\\nFECHA: 30/12/2024  HORA: 13:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  LIBRA     ALAMBRE DULCE CALIBRE 18       452.00\\n    1  SERVICIO  INSTALACION ELECTRICA       10,000.00\\n  125  PIE       ALAMBRE ELECTRICO THHN NO. 12    5,873.75\\n    1  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    1,149.00\\n    2  UNIDAD    BOMBILLO LED 9 W               250.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,724.75\\nIMPUESTO ITBIS RD$       3,190.46\\nTOTAL RD$          20,915.21\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 113912\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 54880157\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nDISTRIB INTERNAC DE DISCO CXA\\nDISTRIB INTERNAC DE DISCO CXA\\nRNC: 101063922\\nCLIENTE: CANA COVE SRL\\nRNC CLIENTE: 132367715\\nFACTURA DE CREDITO FISCAL\\nNCF: E322996373689\\nFACTURA NO.: 7289309\\nAUTORIZACION: 249153768\\nTELEFONO: 809-734-3376\\nFECHA: 29/11/2024  HORA: 14:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         5,917.00\\n    2  UNIDAD    EQUIPO ELECTRICO             9,263.00\\n----------------------------------------------\\nSUBTOTAL RD$       15,180.00\\nITBIS 18% RD$       2,732.40\\nTOTAL RD$          17,912.40\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 240749\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 89478566\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSATURNINA FRANCO GARCIA\\nSATURNINA FRANCO GARCIA\\nRNC: 00110689197\\nCLIENTE: VIDALINA ZAPATA PEGUERO DE SOSA\\nRNC CLIENTE: 02700271162\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450627601154\\nFACTURA NO.: 4053489\\nAUTORIZACION: 778466400\\nTELEFONO: 809-280-9376\\nFECHA: 27/09/2024  HORA: 13:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,784.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,902.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,775.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  11,978.85\\n-------------------------------------------\\nBASE IMPONIBLE RD$       39,439.85\\nIMPUESTO ITBIS RD$       7,099.17\\nTOTAL RD$          46,539.02\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2807359\\nGRACIAS POR SU COMPRA\\nSFG\"}","template_ids":[12,13,5],"business_categories":["construccion_ferreteria","comercio_general","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["131315852","101063922","00110689197"],"invoice_ids":["inv_3c5cea57c15e98705a6f","inv_9669fd24e35177cf7b6a","inv_b8bce318432b47e2be44"],"observation_id":"obs_5d5472169c89075c8ef5","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.581,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.879,"brightness_factor":0.912,"blur_sigma":0.683,"crop_applied":false,"camera_distance_factors":[0.993,0.901,0.971],"legibility_scale_corrections":[0.0,0.0092,0.0],"final_contrast_stddev":41.37,"jpeg_quality":72,"documents":[{"rotation_deg":-2.14,"perspective":0.045,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":4.093,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.683,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"SFG"}]},"num_invoices":3,"seed":13896177988062743812,"difficulty":"very_hard","split":"train"}
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UND. 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{"image":"images/606_002952.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103642710\",\"ncf\":\"B1567487722\",\"fecha_comprobante\":\"20251230\",\"monto_facturado_servicios\":104500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18810.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130206521\",\"ncf\":\"B1418934669\",\"fecha_comprobante\":\"20240205\",\"monto_facturado_servicios\":77679.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13982.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"03103579508\",\"ncf\":\"B0117371238\",\"fecha_comprobante\":\"20240306\",\"monto_facturado_servicios\":266000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":47880.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131955037\",\"ncf\":\"B0203014006\",\"fecha_comprobante\":\"20251205\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1326.00,\"itbis_facturado\":238.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"BERNARDA MARTINEZ MERA\\nBERNARDA MARTINEZ MERA\\nRNC 03103642710\\nCLIENTE: PURE GLAM LUXURY SALON SRL\\nRNC CLIENTE: 133560722\\nFACTURA DE CREDITO FISCAL\\nNCF: B1567487722\\nFACTURA NO.: 6327560\\nAUTORIZACION: 269153792\\nTELEFONO: 809-804-9272\\nFECHA: 30/12/2025  HORA: 11:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  45,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  23,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  10,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  10,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  16,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      104,500.00\\nITBIS 18% RD$      18,810.00\\nTOTAL RD$         123,310.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4915893\\nGRACIAS POR SU COMPRA\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nGESTIONES NACIONALES OSVALDO S A\\nGESTIONES NACIONALES OSVALDO S A\\nRNC EMISOR: 130206521\\nCLIENTE: SPX DOMINICANA SRL\\nRNC CLIENTE: 130999031\\nFACTURA DE CREDITO FISCAL\\nNCF B1418934669\\nFACTURA NO.: 1177425\\nAUTORIZACION: 802093038\\nTELEFONO: 809-605-2415\\nFECHA: 05/02/2024  HORA: 16:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  18,361.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,350.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA\\n                                   4,645.00\\n    2  VIAJE     TRANSPORTE DE CARGA\\n                                  53,323.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       77,679.00\\nIMPUESTO ITBIS RD$      13,982.22\\nTOTAL RD$          91,661.22\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 1128883\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 33415201\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nGUSTAVO FERNANDO DIAZ VARGAS\\nGUSTAVO FERNANDO DIAZ VARGAS\\nRNC: 03103579508\\nCLIENTE: ADVANCED EDUCATIONAL RESOURCES\\nINTERNAT\\nRNC CLIENTE: 133415781\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0117371238\\nFACTURA NO.: 6918178\\nAUTORIZACION: 810198792\\nTELEFONO: 809-448-3054\\nFECHA: 06/03/2024  HORA: 17:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 132,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  63,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  47,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  22,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      266,000.00\\nITBIS RD$      47,880.00\\nTOTAL RD$         313,880.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3760830\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 59141896\\n\\n--- FACTURA ---\\n\\nTHE ENDZONE GROUP\\nTHE ENDZONE GROUP SRL\\nRNC: 131955037\\nCLIENTE: TAHYLON TRAVEL SRL\\nRNC CLIENTE: 133325799\\nFACTURA DE CREDITO FISCAL\\nNCF: B0203014006\\nFACTURA NO.: 3771138\\nAUTORIZACION: 977157396\\nTELEFONO: 809-215-3212\\nFECHA: 05/12/2025  HORA: 10:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REFRESCO\\n                                     184.00\\n    1  UNIDAD    PIZZA MEDIANA\\n                                   1,142.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,326.00\\nITBIS 18% RD$         238.68\\nTOTAL RD$           1,564.68\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 963009\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 59584507\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,0,5,1],"business_categories":["profesional","transporte","profesional","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["03103642710","130206521","03103579508","131955037"],"invoice_ids":["inv_3d7c0b1557b4c0ba5183","inv_7b65402875eeccf5982a","inv_f54da305d0e3dca51c80","inv_8094ceb893e9aff51f17"],"observation_id":"obs_5c084fdfce9bbfb60a75","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":4.15,"augmentation_metadata":{"downscale_factor":0.904,"red_scale":0.956,"blue_scale":1.044,"contrast_factor":1.021,"brightness_factor":0.995,"blur_sigma":0.089,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.67,"jpeg_quality":96,"documents":[{"rotation_deg":0.529,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.452,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.183,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.121,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":2187142402261245616,"difficulty":"very_hard","split":"train"}
{"image":"images/607_002953.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"106001406\",\"ncf\":\"E312046791608\",\"fecha_comprobante\":\"20240330\",\"monto_facturado\":13339.00,\"itbis_facturado\":2401.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":15740.02,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES Y PRESTAMOS BURGOS S A\\nRNC EMISOR: 101751012\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INCUBADORA CENTRAL S A\\nRNC CLIENTE: 106001406\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312046791608\\nFACTURA NO.: 8530345\\nAUTORIZACION: 24959998\\nTELEFONO: 809-303-5049\\nFECHA: 30/03/2024  HORA: 16:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    TUBO PVC PRESION 2 PULGADAS    1,954.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    7,500.00\\n   50  PIE       ALAMBRE ELECTRICO THHN NO. 12    1,275.00\\n    5  FUNDA     CEMENTO GRIS 42.5 KG         2,610.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,339.00\\nITBIS 18% RD$       2,401.02\\nTOTAL RD$          15,740.02\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 643535\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 99504941\\nIYP\"}","template_ids":[13],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["101751012"],"invoice_ids":["inv_bc666beb7ac290f2876a"],"observation_id":"obs_22fbe056d0f4d78e1c74","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.44,"augmentation_metadata":{"downscale_factor":0.726,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":1.026,"brightness_factor":1.02,"blur_sigma":0.015,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.12,"jpeg_quality":79,"documents":[{"rotation_deg":-2.525,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"IYP"}]},"num_invoices":1,"seed":14844778564241199952,"difficulty":"hard","split":"test"}
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{"image":"images/607_002961.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40221132851\",\"ncf\":\"B1551406046\",\"fecha_comprobante\":\"20251029\",\"monto_facturado\":16755.85,\"itbis_facturado\":3016.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":19771.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00100951011\",\"ncf\":\"B0291221030\",\"fecha_comprobante\":\"20240619\",\"monto_facturado\":1950.50,\"itbis_facturado\":186.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2137.16,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INDUSTRIA DE MUEBLES HERMANOS ARACENA\\nRNC EMISOR: 131551671\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCESCO MARIA RAFFAELE COLETTA\\nRNC CLIENTE: 40221132851\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1551406046\\nFACTURA NO.: 0531466\\nAUTORIZACION: 195959999\\nTELEFONO: 809-353-4655\\nFECHA: 29/10/2025  HORA: 13:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,658.85\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,128.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,540.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   3,429.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,755.85\\nITBIS RD$       3,016.05\\nTOTAL RD$          19,771.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4608013\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 81734310\\nIDM\\n\\n--- FACTURA ---\\n\\nARIEL DE LOS SANTOS SUERO\\nRNC EMISOR: 22300670829\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON MIGUEL RODRIGUEZ MOYA\\nRNC CLIENTE: 00100951011\\nFACTURA DE CREDITO FISCAL\\nNCF B0291221030\\nFACTURA NO.: 5914726\\nAUTORIZACION: 791793546\\nTELEFONO: 809-244-1778\\nFECHA: 19/06/2024  HORA: 10:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    JUGO ENVASADO 1 LITRO           87.00\\n    3  UNIDAD    PAPEL HIGIENICO 4 ROLLOS       648.00\\n    2  GALON     CLORO LIQUIDO 1 GALON          302.00\\n  4.5  LIBRA     SALAMI SUPER ESPECIAL LIBRA      913.50\\n----------------------------------------------\\nSUBTOTAL RD$        1,950.50\\nITBIS RD$         186.66\\nTOTAL RD$           2,137.16\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1510753\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nOK\"}","template_ids":[5,7],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131551671","22300670829"],"invoice_ids":["inv_5e4c0f1d4a78496174cd","inv_65b5e4917de8673db6c6"],"observation_id":"obs_8b8ba91dcba0ccd429ba","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.89,"augmentation_metadata":{"downscale_factor":0.872,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":1.109,"brightness_factor":0.891,"blur_sigma":0.676,"crop_applied":false,"camera_distance_factors":[0.954,0.927],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":46.4,"jpeg_quality":79,"documents":[{"rotation_deg":-2.931,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.15,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IDM"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5870267881454040273,"difficulty":"medium","split":"train"}
{"image":"images/606_002962.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132477715\",\"ncf\":\"E459770051214\",\"fecha_comprobante\":\"20251124\",\"monto_facturado_servicios\":216243.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":38923.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"01700084153\",\"ncf\":\"B0164233394\",\"fecha_comprobante\":\"20250321\",\"monto_facturado_servicios\":6161.00,\"monto_facturado_bienes\":4366.00,\"itbis_facturado\":1894.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133785234\",\"ncf\":\"E323769991718\",\"fecha_comprobante\":\"20250412\",\"monto_facturado_servicios\":116284.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":20931.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MUSTARD DEVELOPMENT\\nMUSTARD DEVELOPMENT SRL\\nRNC EMISOR: 132477715\\nCLIENTE: HACIENDA ARMIDA C X A\\nRNC CLIENTE: 103033245\\nFACTURA DE CREDITO FISCAL\\nNCF E459770051214\\nFACTURA NO.: 9259431\\nAUTORIZACION: 458879946\\nTELEFONO: 809-516-3077\\nFECHA: 24/11/2025  HORA: 10:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       30,832.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    8,739.00\\n    4  MES       ALQUILER DE LOCAL          176,672.00\\n----------------------------------------------\\nSUB-TOTAL RD$      216,243.50\\nITBIS 18% RD$      38,923.83\\nTOTAL RD$         255,167.33\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6064425\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 93984944\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCOPIA\\n\\n--- FACTURA ---\\n\\nPELUQUERIA SAMUEL\\nFELIX MANUEL CABRAL CORCINO\\nRNC EMISOR: 01700084153\\nCLIENTE: RAITAHILI DOMINICANA SRL\\nRNC CLIENTE: 132972572\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0164233394\\nFACTURA NO.: 5931268\\nAUTORIZACION: 956989011\\nTELEFONO: 809-797-9180\\nFECHA: 21/03/2025  HORA: 20:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    CHAMPU PROFESIONAL           2,750.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR          3,592.00\\n    4  UNIDAD    TINTE PARA CABELLO           1,616.00\\n    1  SERVICIO  MANICURA Y PEDICURA          1,375.00\\n    1  SERVICIO  CORTE Y PEINADO              1,194.00\\n----------------------------------------------\\nSUBTOTAL RD$       10,527.00\\nITBIS 18% RD$       1,894.86\\nTOTAL RD$          12,421.86\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2763149\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_002970.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03104478650\",\"ncf\":\"B0230144251\",\"fecha_comprobante\":\"20250330\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6330.00,\"itbis_facturado\":1139.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133460424\",\"ncf\":\"E454078813912\",\"fecha_comprobante\":\"20240307\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1522.50,\"itbis_facturado\":274.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MIRNA LOPEZ ESTUDIO\\nMIRNA LOPEZ DE JIMENEZ\\nRNC 03104478650\\nCLIENTE: EL IMPACTO DE LA TARDE CON EL\\nPASTOR DE\\nRNC CLIENTE: 133037361\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0230144251\\nFACTURA NO.: 4020639\\nAUTORIZACION: 218617765\\nTELEFONO: 809-965-1110\\nFECHA: 30/03/2025  HORA: 15:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    CHAMPU PROFESIONAL\\n                                   6,330.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,330.00\\nITBIS RD$       1,139.40\\nTOTAL RD$           7,469.40\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8446005\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 55805872\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\\n\\n--- FACTURA ---\\n\\nHEIRYS Y ROSA GROUP\\nHEIRYS Y ROSA GROUP SRL\\nRNC: 133460424\\nCLIENTE: MAXIM SOFWARE SRL\\nRNC CLIENTE: 130910812\\nFACTURA DE CREDITO FISCAL\\nNCF E454078813912\\nFACTURA NO.: 6027583\\nAUTORIZACION: 944188025\\nTELEFONO: 809-637-1151\\nFECHA: 07/03/2024  HORA: 19:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,522.50\\n----------------------------------------------\\nSUB-TOTAL RD$        1,522.50\\nIMPUESTO ITBIS RD$         274.05\\nTOTAL RD$           1,796.55\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6888406\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPagado\"}","template_ids":[1,4],"business_categories":["belleza","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03104478650","133460424"],"invoice_ids":["inv_96f0433568a3250e7426","inv_7b73ea5db96faa6b9ca2"],"observation_id":"obs_bff14eb09ba2731421b5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.01,"brightness_factor":1.01,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.35,"jpeg_quality":96,"documents":[{"rotation_deg":0.129,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.087,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15599703444822799537,"difficulty":"medium","split":"train"}
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{"image":"images/607_002995.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05100111755\",\"ncf\":\"B1553369783\",\"fecha_comprobante\":\"20251108\",\"monto_facturado\":148500.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":148500.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ANTONIO SIERRA\\nRNC EMISOR: 02800988087\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JULIAN ANTONIO POLO PAULINO\\nRNC CLIENTE: 05100111755\\nFACTURA DE CREDITO FISCAL\\nNCF: B1553369783\\nFACTURA NO.: 2734185\\nAUTORIZACION: 579555729\\nTELEFONO: 809-417-2260\\nFECHA: 08/11/2025  HORA: 15:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   11,500.00\\n    1  CASO      REPRESENTACION LEGAL       117,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      148,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         148,500.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3597380\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 54111504\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["02800988087"],"invoice_ids":["inv_4cb7e38c1a52fef03994"],"observation_id":"obs_46ffdb88bdcffe969c94","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.53,"augmentation_metadata":{"downscale_factor":0.865,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":1.03,"brightness_factor":1.065,"blur_sigma":0.321,"crop_applied":false,"camera_distance_factors":[0.989],"legibility_scale_corrections":[0.0],"final_contrast_stddev":82.14,"jpeg_quality":94,"documents":[{"rotation_deg":1.497,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12873430591920262639,"difficulty":"light","split":"train"}
{"image":"images/606_002996.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133193485\",\"ncf\":\"B0141495107\",\"fecha_comprobante\":\"20250929\",\"monto_facturado_servicios\":2539.90,\"monto_facturado_bienes\":22178.00,\"itbis_facturado\":4449.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"VICTOR J VARIEDADES\\nVICTOR J VARIEDADES SRL\\nRNC EMISOR: 133193485\\nCLIENTE: HANNA SLAIMAN Y SIMON ABRAHAM\\nRNC CLIENTE: 101045949\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0141495107\\nFACTURA NO.: 2102832\\nAUTORIZACION: 596588665\\nTELEFONO: 809-617-5449\\nFECHA: 29/09/2025  HORA: 09:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,830.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,539.90\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,348.00\\n-------------------------------------------\\nSUBTOTAL RD$       24,717.90\\nITBIS 18% RD$       4,449.22\\nTOTAL RD$          29,167.12\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1220020\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133193485"],"invoice_ids":["inv_262d5a75caaa101db8ae"],"observation_id":"obs_0a080cb114bf507f1d01","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.997,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.1,"jpeg_quality":96,"documents":[{"rotation_deg":0.127,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":287975333929085493,"difficulty":"clean","split":"train"}
{"image":"images/607_002997.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130633622\",\"ncf\":\"B1451705364\",\"fecha_comprobante\":\"20250326\",\"monto_facturado\":28325.00,\"itbis_facturado\":5098.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":33423.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HORTICULTURA TECNICA DOMINICANA C POR A\\nRNC EMISOR: 101065613\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPLIDORA ALCANTARA ON TRADE S R L\\nRNC CLIENTE: 130633622\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1451705364\\nFACTURA NO.: 4956981\\nAUTORIZACION: 719901092\\nTELEFONO: 809-967-3579\\nFECHA: 26/03/2025  HORA: 20:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           140.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,669.00\\n    5  UNIDAD    EQUIPO ELECTRICO            20,897.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO         4,386.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,232.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       28,325.00\\nIMPUESTO ITBIS RD$       5,098.50\\nTOTAL RD$          33,423.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7467590\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 94343979\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101065613"],"invoice_ids":["inv_4912cf41a331ef84d4d7"],"observation_id":"obs_4ccad7a98d6b84ff15bb","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.002,"brightness_factor":0.989,"blur_sigma":0.161,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":29.46,"jpeg_quality":91,"documents":[{"rotation_deg":-0.184,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10172732133703438618,"difficulty":"light","split":"train"}
{"image":"images/606_002998.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130241831\",\"ncf\":\"B1456584994\",\"fecha_comprobante\":\"20251108\",\"monto_facturado_servicios\":1750.00,\"monto_facturado_bienes\":45484.66,\"itbis_facturado\":8502.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"430059838\",\"ncf\":\"E446213631717\",\"fecha_comprobante\":\"20251019\",\"monto_facturado_servicios\":252500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":45450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"OAKDEN INVESTMENTS S A\\nOAKDEN INVESTMENTS S A\\nRNC: 130241831\\nCLIENTE: YSRONU IMPORT SRL\\nRNC CLIENTE: 131870503\\nFACTURA DE CREDITO FISCAL\\nNCF: B1456584994\\nFACTURA NO.: 8320696\\nAUTORIZACION: 906484836\\nTELEFONO: 809-713-9197\\nFECHA: 08/11/2025  HORA: 10:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,750.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,299.96\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,580.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,754.75\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  26,849.95\\n-------------------------------------------\\nSUBTOTAL RD$       47,234.66\\nIMPUESTO ITBIS RD$       8,502.24\\nTOTAL RD$          55,736.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7037987\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 77357864\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\\n\\n--- FACTURA ---\\n\\nFUNDACION CRISTAL-GENOVY\\nFUNDACION CRISTAL-GENOVY\\nRNC 430059838\\nCLIENTE: ARGUS SRL\\nRNC CLIENTE: 101655917\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446213631717\\nFACTURA NO.: 2534027\\nAUTORIZACION: 453367555\\nTELEFONO: 809-581-3507\\nFECHA: 19/10/2025  HORA: 20:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   5,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 115,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 109,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  22,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      252,500.00\\nITBIS RD$      45,450.00\\nTOTAL RD$         297,950.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3996928\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 82096739\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\"}","template_ids":[0,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130241831","430059838"],"invoice_ids":["inv_d6169d2c37b1afa2b5a2","inv_71780a0690406175a6ed"],"observation_id":"obs_b1f8b330a678f8869da7","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.31,"augmentation_metadata":{"downscale_factor":0.881,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.991,"brightness_factor":1.025,"blur_sigma":0.006,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":45.76,"jpeg_quality":95,"documents":[{"rotation_deg":-0.407,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.253,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":9971641279718215564,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 91120682\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nAMANAI INMOBILIARIA\\nRNC EMISOR: 133685248\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANIBAL TOMAS GOMEZ RODRIGUEZ\\nRNC CLIENTE: 02601105097\\nFACTURA DE CREDITO FISCAL\\nNCF: E329856974161\\nFACTURA NO.: 1651105\\nAUTORIZACION: 549296461\\nTELEFONO: 809-273-6701\\nFECHA: 12/10/2025  HORA: 12:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          377,124.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   22,314.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   27,633.99\\n    1  SERVICIO  COMISION INMOBILIARIA      180,347.95\\n    1  SERVICIO  TASACION DE PROPIEDAD       43,929.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      651,349.44\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         651,349.44\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9091071\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 73619872\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEUSTAQUIA JOSEFINA DURAN CLEMENTE\\nRNC EMISOR: 00102800729\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEIBY DIONEIRY LORENZO SANTANA\\nRNC CLIENTE: 40222295475\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1406029618\\nFACTURA NO.: 6921402\\nAUTORIZACION: 571948003\\nTELEFONO: 809-957-2759\\nFECHA: 17/03/2024  HORA: 13:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    34,000.00\\n    1  VISITA    INSPECCION TECNICA          20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       54,000.00\\nITBIS RD$       9,720.00\\nTOTAL RD$          63,720.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2013426\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nGRUPO EMPRESARIAL E INVERSIONES FERRE SEIB\\nRNC EMISOR: 132347099\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NESTOR OSCAR MEJIA DE LA ROSA DE\\nLA ROS\\nRNC CLIENTE: 00109496174\\nFACTURA DE CREDITO FISCAL\\nNCF: E450254185712\\nFACTURA NO.: 5598293\\nAUTORIZACION: 349754357\\nTELEFONO: 809-701-7270\\nFECHA: 07/03/2025  HORA: 13:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,989.95\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     336.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     356.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   7,420.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,620.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       14,721.95\\nITBIS 18% RD$       2,649.95\\nTOTAL RD$          17,371.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4773009\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003036.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05400275110\",\"ncf\":\"B1577712975\",\"fecha_comprobante\":\"20241101\",\"monto_facturado_servicios\":1788.95,\"monto_facturado_bienes\":27140.50,\"itbis_facturado\":5207.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133415161\",\"ncf\":\"E444822340803\",\"fecha_comprobante\":\"20250213\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":91.50,\"itbis_facturado\":16.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"\\\"VARIEDADES  ALBA\\\"\\nALBA ROSA DOMINGA ALBA COLLADO\\nRNC EMISOR: 05400275110\\nCLIENTE: LUIS ALBERTO JIMENEZ VASQUEZ\\nRNC CLIENTE: 04700392949\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1577712975\\nFACTURA NO.: 1753751\\nAUTORIZACION: 318446192\\nTELEFONO: 809-646-9330\\nFECHA: 01/11/2024  HORA: 10:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,842.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  22,988.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,788.95\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,310.00\\n-------------------------------------------\\nSUBTOTAL RD$       28,929.45\\nIMPUESTO ITBIS RD$       5,207.30\\nTOTAL RD$          34,136.75\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9129645\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 74479697\\nREVISADO\\n\\n--- FACTURA ---\\n\\nINVERSIONES CRUZ BELEN\\nINVERSIONES CRUZ BELEN SRL\\nRNC 133415161\\nCLIENTE: ESTEFANY FATIMA CUELLO REYNOSO\\nRNC CLIENTE: 40237562372\\nFACTURA DE CREDITO FISCAL\\nNCF: E444822340803\\nFACTURA NO.: 5182638\\nAUTORIZACION: 976947855\\nTELEFONO: 809-681-6649\\nFECHA: 13/02/2025  HORA: 09:49\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  PAQUETE   SERVILLETAS PAQUETE 100 UND\\n                                                     91.50\\n----------------------------------------------------------\\nSUB-TOTAL RD$           91.50\\nIMPUESTO ITBIS RD$          16.47\\nTOTAL RD$             107.97\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2683442\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 98307487\\nRevisado\"}","template_ids":[5,9],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05400275110","133415161"],"invoice_ids":["inv_e071b1d17f4fc2c0b0bc","inv_842fd63daf46abbbe469"],"observation_id":"obs_b485dc42eef144436dc6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.9,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.977,"brightness_factor":0.982,"blur_sigma":0.179,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":25.9,"jpeg_quality":96,"documents":[{"rotation_deg":0.527,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.099,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":18402548966374058111,"difficulty":"medium","split":"test"}
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{"image":"images/607_003045.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40223816824\",\"ncf\":\"B0122975396\",\"fecha_comprobante\":\"20250422\",\"monto_facturado\":8687.95,\"itbis_facturado\":1563.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":10251.78,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JULIO ANTONIO NUÑEZ SANTOS\\nRNC EMISOR: 09400145406\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILDER TOMAS ALMANZAR DE LA CRUZ\\nRNC CLIENTE: 40223816824\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0122975396\\nFACTURA NO.: 2498225\\nAUTORIZACION: 238059941\\nTELEFONO: 809-274-7653\\nFECHA: 22/04/2025  HORA: 09:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,528.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,394.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,565.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,282.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,918.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,687.95\\nITBIS RD$       1,563.83\\nTOTAL RD$          10,251.78\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 491715\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 82997376\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["09400145406"],"invoice_ids":["inv_0a58910b5866af5a07c9"],"observation_id":"obs_e119b14909395cab6ffc","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":8.07,"augmentation_metadata":{"downscale_factor":0.957,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.979,"brightness_factor":0.97,"blur_sigma":0.179,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.97,"jpeg_quality":96,"documents":[{"rotation_deg":-0.622,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2814323518289931145,"difficulty":"light","split":"train"}
{"image":"images/606_003046.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00113279962\",\"ncf\":\"B1445790517\",\"fecha_comprobante\":\"20250215\",\"monto_facturado_servicios\":1497.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":269.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RAMON ANTONIO GARCIA ARAUJO ARAUJO\\nRAMON ANTONIO GARCIA ARAUJO ARAUJO\\nRNC EMISOR: 00113279962\\nCLIENTE: KIRCHDR SAILING SRL\\nRNC CLIENTE: 132956402\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1445790517\\nFACTURA NO.: 9891996\\nAUTORIZACION: 448400821\\nTELEFONO: 809-542-7854\\nFECHA: 15/02/2025  HORA: 08:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,497.99\\n-------------------------------------------\\nSUB-TOTAL RD$        1,497.99\\nITBIS RD$         269.64\\nTOTAL RD$           1,767.63\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9724438\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 45688763\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRAG\\nEntregado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00113279962"],"invoice_ids":["inv_fd7c35bd0fad7023907b"],"observation_id":"obs_05b0e2133aac80eac854","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.31,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.993,"brightness_factor":0.909,"blur_sigma":0.898,"crop_applied":false,"camera_distance_factors":[0.973],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.85,"jpeg_quality":91,"documents":[{"rotation_deg":-3.318,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RAG"}]},"num_invoices":1,"seed":14291132501540609720,"difficulty":"medium","split":"train"}
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{"image":"images/607_003049.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00104352893\",\"ncf\":\"E446739712489\",\"fecha_comprobante\":\"20240831\",\"monto_facturado\":262500.00,\"itbis_facturado\":47250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":309750.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INSTALACIONES MECANICAS ESPINAL\\nRNC EMISOR: 130873852\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON ALTAGRACIA MEJIA MENDEZ\\nRNC CLIENTE: 00104352893\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446739712489\\nFACTURA NO.: 7744678\\nAUTORIZACION: 893861013\\nTELEFONO: 809-613-3746\\nFECHA: 31/08/2024  HORA: 18:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          23,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      120,500.00\\n    1  CASO      REPRESENTACION LEGAL        16,000.00\\n    1  MES       SUPERVISION DE OBRA         56,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       46,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      262,500.00\\nIMPUESTO ITBIS RD$      47,250.00\\nTOTAL RD$         309,750.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3809649\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130873852"],"invoice_ids":["inv_8f6fc3cbd6e0e5dd872c"],"observation_id":"obs_b6cc5898772c51baa5e3","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.73,"augmentation_metadata":{"downscale_factor":0.838,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":1.119,"brightness_factor":0.986,"blur_sigma":0.297,"crop_applied":true,"camera_distance_factors":[0.882],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.36,"jpeg_quality":81,"documents":[{"rotation_deg":-1.371,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13714708150411258646,"difficulty":"medium","split":"train"}
{"image":"images/606_003050.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130186499\",\"ncf\":\"E448978654305\",\"fecha_comprobante\":\"20250518\",\"monto_facturado_servicios\":1451.99,\"monto_facturado_bienes\":19725.00,\"itbis_facturado\":3811.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FRANCISCO ALT HERRERA VICIOSO\\nFRANCISCO ALT HERRERA VICIOSO\\nRNC 130186499\\nCLIENTE: CASINO HAINA\\nRNC CLIENTE: 130282501\\nFACTURA DE CREDITO FISCAL\\nNCF: E448978654305\\nFACTURA NO.: 3633782\\nAUTORIZACION: 195860824\\nTELEFONO: 809-253-8337\\nFECHA: 18/05/2025  HORA: 09:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,399.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   2,727.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,599.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,451.99\\n-------------------------------------------\\nSUB-TOTAL RD$       21,176.99\\nITBIS 18% RD$       3,811.86\\nTOTAL RD$          24,988.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8343291\\nGRACIAS POR SU COMPRA\\nFAH\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130186499"],"invoice_ids":["inv_29e407a7daaa16c6bd03"],"observation_id":"obs_536ea2d33e89e598b483","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.4,"augmentation_metadata":{"downscale_factor":0.972,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.963,"brightness_factor":1.004,"blur_sigma":0.245,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.16,"jpeg_quality":95,"documents":[{"rotation_deg":-0.584,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FAH"}]},"num_invoices":1,"seed":12649073292799961399,"difficulty":"light","split":"train"}
{"image":"images/607_003051.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131272185\",\"ncf\":\"E443574828306\",\"fecha_comprobante\":\"20250707\",\"monto_facturado\":57627.95,\"itbis_facturado\":10373.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":68000.98,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRANSPORTE TURISTICO RAMIREZ TRANSTUREZ\\nRNC EMISOR: 132562429\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EXJAED SRL\\nRNC CLIENTE: 131272185\\nFACTURA DE CREDITO FISCAL\\nNCF E443574828306\\nFACTURA NO.: 4242003\\nAUTORIZACION: 678228745\\nTELEFONO: 809-610-3483\\nFECHA: 07/07/2025  HORA: 09:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  20,563.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA\\n                                   5,700.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  31,364.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       57,627.95\\nIMPUESTO ITBIS RD$      10,373.03\\nTOTAL RD$          68,000.98\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 261108\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 57016311\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["132562429"],"invoice_ids":["inv_09255cbb0d5dff1712c3"],"observation_id":"obs_9a8d45f0ab5f2d6d84c3","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.91,"augmentation_metadata":{"downscale_factor":0.759,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.593,"brightness_factor":1.04,"blur_sigma":0.317,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.16,"jpeg_quality":76,"documents":[{"rotation_deg":0.371,"perspective":0.008,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15159884914401071317,"difficulty":"hard","split":"train"}
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{"image":"images/607_003069.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04500038882\",\"ncf\":\"E442248862537\",\"fecha_comprobante\":\"20240107\",\"monto_facturado\":293103.47,\"itbis_facturado\":52758.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":345862.09,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"113011881\",\"ncf\":\"E449615443437\",\"fecha_comprobante\":\"20240616\",\"monto_facturado\":4332.50,\"itbis_facturado\":779.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":5112.35,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JHOHAN AUGUSTO HENRIQUEZ\\nRNC EMISOR: 00112884192\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA MERCEDES PEREZ\\nRNC CLIENTE: 04500038882\\nFACTURA DE CREDITO FISCAL\\nNCF E442248862537\\nFACTURA NO.: 8975373\\nAUTORIZACION: 701511644\\nTELEFONO: 809-558-6345\\nFECHA: 07/01/2024  HORA: 19:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SOPORTE TECNICO             14,189.00\\n    2  UNIDAD    TONER PARA IMPRESORA        10,316.00\\n    1  SERVICIO  MANTENIMIENTO DE EQUIPOS     5,428.00\\n    3  UNIDAD    CABLE DE RED CAT6            4,831.50\\n    3  UNIDAD    COMPUTADORA PORTATIL       258,338.97\\n----------------------------------------------\\nSUB-TOTAL RD$      293,103.47\\nITBIS RD$      52,758.62\\nTOTAL RD$         345,862.09\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1235906\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPRODUCTOS DER CONDE\\nRNC EMISOR: 131838693\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA DC S A\\nRNC CLIENTE: 113011881\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449615443437\\nFACTURA NO.: 6693014\\nAUTORIZACION: 93273160\\nTELEFONO: 809-380-3289\\nFECHA: 16/06/2024  HORA: 10:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         3,700.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            275.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            357.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,332.50\\nITBIS RD$         779.85\\nTOTAL RD$           5,112.35\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 312688\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 38731386\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[13,11],"business_categories":["tecnologia","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00112884192","131838693"],"invoice_ids":["inv_d2d9639003b8cfbdcf0c","inv_8cd751da43cb92161012"],"observation_id":"obs_6c7ed471ea5f3733df2b","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.66,"augmentation_metadata":{"downscale_factor":0.984,"red_scale":1.043,"blue_scale":0.957,"contrast_factor":0.857,"brightness_factor":0.976,"blur_sigma":0.052,"crop_applied":false,"camera_distance_factors":[0.994,0.913],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":67.59,"jpeg_quality":90,"documents":[{"rotation_deg":-1.679,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.096,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13110410065451859260,"difficulty":"medium","split":"train"}
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{"image":"images/606_003074.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03700720646\",\"ncf\":\"E327750781645\",\"fecha_comprobante\":\"20240106\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1203.00,\"itbis_facturado\":216.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"TANIA IMBERT MATA\\nTANIA IMBERT MATA\\nRNC EMISOR: 03700720646\\nCLIENTE: GORGEOUS DOLLZ RECOVERY HOUSE SRL\\nRNC CLIENTE: 132722329\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327750781645\\nFACTURA NO.: 0465438\\nAUTORIZACION: 428229937\\nTELEFONO: 809-301-3541\\nFECHA: 06/01/2024  HORA: 08:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,203.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,203.00\\nIMPUESTO ITBIS RD$         216.54\\nTOTAL RD$           1,419.54\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4042069\\nGRACIAS POR SU COMPRA\\nRecibido\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03700720646"],"invoice_ids":["inv_17005f0d3e5ef767ba1a"],"observation_id":"obs_efa95b12b02bec361400","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.818,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":0.889,"brightness_factor":0.943,"blur_sigma":0.259,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.79,"jpeg_quality":86,"documents":[{"rotation_deg":0.844,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8286661691011099097,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 57209640\\n\\n--- FACTURA ---\\n\\nJOSE MARTINEZ ARECHE\\nRNC EMISOR: 02800741908\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA IN INDER SRL\\nRNC CLIENTE: 131699731\\nFACTURA DE CREDITO FISCAL\\nNCF B1417977053\\nFACTURA NO.: 2449006\\nAUTORIZACION: 269498221\\nTELEFONO: 809-730-4717\\nFECHA: 26/12/2024  HORA: 10:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,964.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,757.95\\n-------------------------------------------\\nSUB-TOTAL RD$        7,722.90\\nIMPUESTO ITBIS RD$       1,390.12\\nTOTAL RD$           9,113.02\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6612156\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003078.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130572623\",\"ncf\":\"E450616965000\",\"fecha_comprobante\":\"20240907\",\"monto_facturado_servicios\":17264.00,\"monto_facturado_bienes\":10910.00,\"itbis_facturado\":5071.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"EXPERT CONSULTING BUSINESS SRL\\nEXPERT CONSULTING BUSINESS SRL\\nRNC EMISOR: 130572623\\nCLIENTE: ESCUELA DE CHOFERES TAMBORIL SRL\\nRNC CLIENTE: 132553225\\nFACTURA DE CREDITO FISCAL\\nNCF E450616965000\\nFACTURA NO.: 6546101\\nAUTORIZACION: 919670017\\nTELEFONO: 809-692-5519\\nFECHA: 07/09/2024  HORA: 19:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   2,121.00\\n    2  UNIDAD    BANNER PUBLICITARIO\\n                                  10,910.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                  15,143.00\\n-------------------------------------------\\nSUB-TOTAL RD$       28,174.00\\nITBIS RD$       5,071.32\\nTOTAL RD$          33,245.32\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1621369\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 35404975\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["130572623"],"invoice_ids":["inv_a33a4c478e0b3ea02dc3"],"observation_id":"obs_7670a5466983b4c75e87","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.702,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.857,"brightness_factor":1.018,"blur_sigma":0.578,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.29,"jpeg_quality":83,"documents":[{"rotation_deg":0.972,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3609097225598958765,"difficulty":"hard","split":"train"}
{"image":"images/607_003079.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130735743\",\"ncf\":\"B1475672839\",\"fecha_comprobante\":\"20240701\",\"monto_facturado\":197000.00,\"itbis_facturado\":35460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":232460.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LAMINTEL\\nRNC EMISOR: 133453185\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OUTSTANDING EIRL\\nRNC CLIENTE: 130735743\\nFACTURA DE CREDITO FISCAL\\nNCF B1475672839\\nFACTURA NO.: 6470525\\nAUTORIZACION: 872898154\\nTELEFONO: 809-495-6084\\nFECHA: 01/07/2024  HORA: 09:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,000.00\\n    1  MES       SUPERVISION DE OBRA         80,000.00\\n    1  PROYECTO  DISENO DE PLANOS           112,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      197,000.00\\nITBIS RD$      35,460.00\\nTOTAL RD$         232,460.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8832465\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 95380160\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133453185"],"invoice_ids":["inv_549a44c139239175eea5"],"observation_id":"obs_0fb08d21f591f9b0871f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.54,"augmentation_metadata":{"downscale_factor":0.716,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":0.908,"brightness_factor":0.849,"blur_sigma":0.491,"crop_applied":false,"camera_distance_factors":[0.967],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.86,"jpeg_quality":79,"documents":[{"rotation_deg":-0.28,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7264396691687222314,"difficulty":"medium","split":"train"}
{"image":"images/606_003080.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40222358968\",\"ncf\":\"B0235440996\",\"fecha_comprobante\":\"20240130\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9159.00,\"itbis_facturado\":1648.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RAILIN AMAUDI ARAUJO NIN\\nRAILIN AMAUDI ARAUJO NIN\\nRNC: 40222358968\\nCLIENTE: MINY ANGELA LACHAPEL DE MEJIA\\nRNC CLIENTE: 00114802689\\nFACTURA DE CREDITO FISCAL\\nNCF: B0235440996\\nFACTURA NO.: 9672553\\nAUTORIZACION: 525089528\\nTELEFONO: 809-763-3306\\nFECHA: 30/01/2024  HORA: 08:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,367.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,792.00\\n----------------------------------------------\\nSUB-TOTAL RD$        9,159.00\\nIMPUESTO ITBIS RD$       1,648.62\\nTOTAL RD$          10,807.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3434363\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 51744162\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40222358968"],"invoice_ids":["inv_3a7898d8f3cede652888"],"observation_id":"obs_ccbe94fa67c4825b274d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":7.09,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.015,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.2,"jpeg_quality":96,"documents":[{"rotation_deg":-0.102,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11587252455412133958,"difficulty":"clean","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 48899796\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nREGISTRADO PARA TRANSFERENCIA DE INMUEBLE\\nRNC EMISOR: 00115979072\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PETRONIO ALEJANDRO GUZMAN ALVAREZ\\nRNC CLIENTE: 00111260980\\nFACTURA DE CREDITO FISCAL\\nNCF: E441618073763\\nFACTURA NO.: 8456648\\nAUTORIZACION: 883791019\\nTELEFONO: 809-781-2951\\nFECHA: 12/07/2025  HORA: 11:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      17,500.00\\n    1  CASO      REPRESENTACION LEGAL        86,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      103,500.00\\nITBIS 18% RD$      18,630.00\\nTOTAL RD$         122,130.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9094488\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 23646841\\nDETALLE DE SERVICIOS\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nVIVAZEN HEALING RESORT\\nRNC EMISOR: 132969006\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION DANDO AMOR Y ESPERANZA\\nINC\\nRNC CLIENTE: 430373372\\nFACTURA DE CREDITO FISCAL\\nNCF B1403827173\\nFACTURA NO.: 8928105\\nAUTORIZACION: 209009386\\nTELEFONO: 809-616-3390\\nFECHA: 05/12/2025  HORA: 20:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                   8,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  21,000.00\\n   29  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  69,571.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  27,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  30,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      155,571.00\\nITBIS 18% RD$      28,002.78\\nTOTAL RD$         183,573.78\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9715880\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 71904325\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[11,4,1],"business_categories":["belleza","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04701405872","00115979072","132969006"],"invoice_ids":["inv_0cdde4f700e49590cc39","inv_eefa1377c21e10161420","inv_2e35bdbf409b8c9511db"],"observation_id":"obs_73312b6a8323da5750f0","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.481,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.892,"brightness_factor":0.905,"blur_sigma":0.711,"crop_applied":false,"camera_distance_factors":[0.978,0.958,0.893],"legibility_scale_corrections":[0.0,0.0,0.0075],"final_contrast_stddev":67.74,"jpeg_quality":76,"documents":[{"rotation_deg":-4.219,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.103,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":2.526,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3422645160670101581,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_003083.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133268868\",\"ncf\":\"B0100512113\",\"fecha_comprobante\":\"20250422\",\"monto_facturado\":2161.00,\"itbis_facturado\":388.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2549.98,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANA MERCEDES SANCHEZ GONZALES\\nRNC EMISOR: 40225613252\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SABITA GRUPO DE SALUD Y BIENESTAR SRL\\nRNC CLIENTE: 133268868\\nFACTURA DE CREDITO FISCAL\\nNCF B0100512113\\nFACTURA NO.: 1707003\\nAUTORIZACION: 190114529\\nTELEFONO: 809-964-7294\\nFECHA: 22/04/2025  HORA: 12:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,211.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            950.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,161.00\\nIMPUESTO ITBIS RD$         388.98\\nTOTAL RD$           2,549.98\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8592946\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 94592465\\nARCHIVADO\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40225613252"],"invoice_ids":["inv_d01d728579339aa82c31"],"observation_id":"obs_99ee4662ba48e18f561e","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.71,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.842,"brightness_factor":1.075,"blur_sigma":0.289,"crop_applied":false,"camera_distance_factors":[0.996],"legibility_scale_corrections":[0.0],"final_contrast_stddev":66.22,"jpeg_quality":91,"documents":[{"rotation_deg":-0.605,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10173867591037265180,"difficulty":"light","split":"train"}
{"image":"images/606_003084.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22600168144\",\"ncf\":\"B1482808741\",\"fecha_comprobante\":\"20240204\",\"monto_facturado_servicios\":10000.00,\"monto_facturado_bienes\":1091.93,\"itbis_facturado\":1996.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JUAN RAMON BATISTA SENCION\\nJUAN RAMON BATISTA SENCION\\nRNC: 22600168144\\nCLIENTE: SUCECION DE MANUEL MARIA PUIG\\nPOLANCO\\nRNC CLIENTE: 130184242\\nFACTURA DE CREDITO FISCAL\\nNCF B1482808741\\nFACTURA NO.: 9446975\\nAUTORIZACION: 538515151\\nTELEFONO: 809-769-9077\\nFECHA: 04/02/2024  HORA: 18:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    7  UNIDAD    TOMA CORRIENTE DOBLE\\n                                   1,091.93\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   2,500.00\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                   7,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,091.93\\nIMPUESTO ITBIS RD$       1,996.55\\nTOTAL RD$          13,088.48\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9422539\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["22600168144"],"invoice_ids":["inv_e90fa41d9feb1b103ff9"],"observation_id":"obs_154ee2ab47c301e11be2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.47,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.808,"brightness_factor":1.018,"blur_sigma":0.629,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.12,"jpeg_quality":86,"documents":[{"rotation_deg":0.257,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7285635850541735529,"difficulty":"medium","split":"train"}
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{"image":"images/606_003086.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130917299\",\"ncf\":\"B0161427403\",\"fecha_comprobante\":\"20250105\",\"monto_facturado_servicios\":7500.00,\"monto_facturado_bienes\":6285.00,\"itbis_facturado\":2481.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"INVERSIONES CODECO\\nINVERSIONES CODECO SRL\\nRNC: 130917299\\nCLIENTE: SOFIA GARCIA BAEZ\\nRNC CLIENTE: 00117959205\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0161427403\\nFACTURA NO.: 0295591\\nAUTORIZACION: 695718855\\nTELEFONO: 809-758-2286\\nFECHA: 05/01/2025  HORA: 17:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    7,500.00\\n    5  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    5,390.00\\n    5  UNIDAD    INTERRUPTOR SENCILLO           895.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,785.00\\nITBIS 18% RD$       2,481.30\\nTOTAL RD$          16,266.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6652894\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130917299"],"invoice_ids":["inv_3ebd8238a10d09719858"],"observation_id":"obs_7c70efa1a162db29f8b2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.13,"augmentation_metadata":{"downscale_factor":0.882,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.11,"brightness_factor":1.071,"blur_sigma":0.733,"crop_applied":false,"camera_distance_factors":[0.957],"legibility_scale_corrections":[0.0],"final_contrast_stddev":89.61,"jpeg_quality":79,"documents":[{"rotation_deg":-2.436,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12710638072863974877,"difficulty":"medium","split":"train"}
{"image":"images/607_003087.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22500259019\",\"ncf\":\"E440700557253\",\"fecha_comprobante\":\"20251119\",\"monto_facturado\":30080.00,\"itbis_facturado\":5414.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":35494.40,\"otras_formas_de_venta\":0.00},{\"rnc\":\"102317771\",\"ncf\":\"B1520015215\",\"fecha_comprobante\":\"20240606\",\"monto_facturado\":1630.95,\"itbis_facturado\":293.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1924.52},{\"rnc\":\"132768086\",\"ncf\":\"B1465156888\",\"fecha_comprobante\":\"20250415\",\"monto_facturado\":38719.00,\"itbis_facturado\":6969.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":3143.40,\"efectivo\":0.00,\"cheque_transferencia_deposito\":48831.82,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CAROLINA GRULLON PEÑA\\nRNC EMISOR: 00113055784\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOMAYRA MARIA                  CLETO GU\\nRNC CLIENTE: 22500259019\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440700557253\\nFACTURA NO.: 7365740\\nAUTORIZACION: 567085174\\nTELEFONO: 809-367-8687\\nFECHA: 19/11/2025  HORA: 12:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   13,134.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   16,946.00\\n----------------------------------------------\\nSUB-TOTAL RD$       30,080.00\\nIMPUESTO ITBIS RD$       5,414.40\\nTOTAL RD$          35,494.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5033832\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 25989922\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINVERSIONES UNIDARTO\\nRNC EMISOR: 133706164\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGROEXOTICA S A\\nRNC CLIENTE: 102317771\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1520015215\\nFACTURA NO.: 9068094\\nAUTORIZACION: 720520250\\nTELEFONO: 809-987-7029\\nFECHA: 06/06/2024  HORA: 13:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,327.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     303.95\\n-------------------------------------------\\nSUB-TOTAL RD$        1,630.95\\nIMPUESTO ITBIS RD$         293.57\\nTOTAL RD$           1,924.52\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 7316256\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 39289792\\n\\n--- FACTURA ---\\n\\nREINALDO ANTONIO MOREL HIDALGO\\nRNC EMISOR: 05400084611\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL MUNDO DEL GPS SRL\\nRNC CLIENTE: 132768086\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1465156888\\nFACTURA NO.: 4342206\\nAUTORIZACION: 140325314\\nTELEFONO: 809-615-3486\\nFECHA: 15/04/2025  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  31,434.00\\n    2  UNIDAD    PLATO DEL DIA\\n                                     750.00\\n    5  UNIDAD    PIZZA MEDIANA\\n                                   3,835.00\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                   2,700.00\\n-------------------------------------------\\nSUBTOTAL RD$       38,719.00\\nITBIS 18% RD$       6,969.42\\nPROPINA LEGAL RD$     3,143.40\\nTOTAL RD$          48,831.82\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1222709\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 12483902\\nAPROBADO\"}","template_ids":[4,1,0],"business_categories":["inmobiliario","comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00113055784","133706164","05400084611"],"invoice_ids":["inv_a3ca0f3cfb2ae7c9b9ea","inv_c4ec94799187ea308bfa","inv_da8b9cf50c50a4dfde88"],"observation_id":"obs_ea3e39d4d572715fc009","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.673,"red_scale":1.04,"blue_scale":0.96,"contrast_factor":1.032,"brightness_factor":0.941,"blur_sigma":1.096,"crop_applied":false,"camera_distance_factors":[0.909,0.945,0.994],"legibility_scale_corrections":[0.0064,0.0,0.0],"final_contrast_stddev":45.55,"jpeg_quality":73,"documents":[{"rotation_deg":4.729,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-5.326,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.009,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":17625912617349030327,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 35819050\\n\\n--- FACTURA ---\\n\\nLEOMARIZ DE JS DEL ROSARIO ESPINOSA ESPINO\\nRNC EMISOR: 130640892\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS GIL PIMENTEL C POR A\\nRNC CLIENTE: 130342121\\nFACTURA DE CREDITO FISCAL\\nNCF B0154284643\\nFACTURA NO.: 0485935\\nAUTORIZACION: 927162482\\nTELEFONO: 809-294-7945\\nFECHA: 07/03/2024  HORA: 12:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      14,000.00\\n    7  PAGINA    TRADUCCION DE DOCUMENTOS    16,541.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   76,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      116,541.00\\nITBIS 18% RD$      20,977.38\\nOTROS IMPUESTOS RD$       5.18\\nTOTAL RD$         137,523.56\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4257142\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 28913867\\nDETALLE DE SERVICIOS\\nPAGADO\\nArchivado\\n\\n--- FACTURA ---\\n\\nTIENDA YAREY DUTY FREE S A\\nRNC EMISOR: 130073686\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GISEH ARTEMISA CUESTA GARCIA\\nRNC CLIENTE: 00107674715\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441819145052\\nFACTURA NO.: 5397479\\nAUTORIZACION: 90324312\\nTELEFONO: 809-600-7352\\nFECHA: 25/01/2024  HORA: 10:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,272.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,043.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO         2,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$        4,315.00\\nIMPUESTO ITBIS RD$         776.70\\nTOTAL RD$           5,091.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6275841\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 69429288\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nANTONIO DE JESUS PENN MATOS\\nANTONIO DE JESUS PENN MATOS\\nRNC: 00200081917\\nCLIENTE: FUNDACION EVELIN ANDUJAR MATOS\\nRNC CLIENTE: 430160369\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329878140026\\nFACTURA NO.: 5462410\\nAUTORIZACION: 594593384\\nTELEFONO: 809-823-1748\\nFECHA: 27/10/2025  HORA: 18:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    52,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   19,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       71,000.00\\nIMPUESTO ITBIS RD$      12,780.00\\nTOTAL RD$          83,780.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6954436\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[2,12,4],"business_categories":["profesional","educacion","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131971611","132493992","00200081917"],"invoice_ids":["inv_357f12b9503d6111ac9e","inv_a0d3e22e35b91fbe6607","inv_0bfebcaf16c1e85f292f"],"observation_id":"obs_a6e9519265d39fdda4fa","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.67,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.991,"brightness_factor":0.945,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[0.973,0.984,0.907],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":72.25,"jpeg_quality":92,"documents":[{"rotation_deg":1.209,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.412,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.564,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"C"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10585591184324732709,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 33274801\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPOLANCO HILARIO MUELLES Y MAS\\nRNC EMISOR: 132091809\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO TRES CEIBAS\\nRNC CLIENTE: 430219843\\nFACTURA DE CREDITO FISCAL\\nNCF B0151662222\\nFACTURA NO.: 9037123\\nAUTORIZACION: 149294953\\nTELEFONO: 809-597-7477\\nFECHA: 13/09/2025  HORA: 12:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            12,674.75\\n----------------------------------------------\\nSUBTOTAL RD$       12,674.75\\nITBIS 18% RD$       2,281.46\\nTOTAL RD$          14,956.21\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5806618\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nIMP Y DIST DE PROD FARM S A\\nRNC EMISOR: 101029749\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN JOSE SANCHEZ DIAZ\\nRNC CLIENTE: 03104171792\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1462202506\\nFACTURA NO.: 8532702\\nAUTORIZACION: 548607977\\nTELEFONO: 809-878-1386\\nFECHA: 16/04/2025  HORA: 10:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          1,098.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,320.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,418.00\\nITBIS RD$         435.24\\nTOTAL RD$           2,853.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 390746\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 86324497\\nIYD\"}","template_ids":[5,4,3],"business_categories":["ropa_comercio","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133085102","132091809","101029749"],"invoice_ids":["inv_1f231b9dc2932e3ce160","inv_c8068f3e184dbf6fea78","inv_8da5e1bcd84a1cdfaf94"],"observation_id":"obs_46a569421eea3d52af1e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.68,"augmentation_metadata":{"downscale_factor":0.847,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.853,"brightness_factor":1.028,"blur_sigma":0.437,"crop_applied":false,"camera_distance_factors":[0.907,0.992,0.917],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.31,"jpeg_quality":91,"documents":[{"rotation_deg":-1.401,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.71,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.264,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"IYD"}]},"num_invoices":3,"seed":7977429141166400776,"difficulty":"hard","split":"train"}
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{"image":"images/607_003117.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133192284\",\"ncf\":\"B0200942104\",\"fecha_comprobante\":\"20250806\",\"monto_facturado\":92500.00,\"itbis_facturado\":16650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":109150.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VIOLETA MARGARITA BENCOSME CAMACHO\\nRNC EMISOR: 03101990897\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMERGENCIAS DOMINICANAS ALMONTE CASTILL\\nRNC CLIENTE: 133192284\\nFACTURA DE CREDITO FISCAL\\nNCF: B0200942104\\nFACTURA NO.: 1919635\\nAUTORIZACION: 294324360\\nTELEFONO: 809-359-3192\\nFECHA: 06/08/2025  HORA: 09:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            24,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       6,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    62,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       92,500.00\\nITBIS RD$      16,650.00\\nTOTAL RD$         109,150.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 981598\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 16699182\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nCOPIA\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03101990897"],"invoice_ids":["inv_5ba904256235f46ac948"],"observation_id":"obs_fc5b065c36d276e0b15a","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":5.61,"augmentation_metadata":{"downscale_factor":0.993,"red_scale":0.955,"blue_scale":1.045,"contrast_factor":1.106,"brightness_factor":1.01,"blur_sigma":0.177,"crop_applied":false,"camera_distance_factors":[0.888],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.95,"jpeg_quality":90,"documents":[{"rotation_deg":1.768,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11246077531373870485,"difficulty":"light","split":"train"}
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{"image":"images/607_003125.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131837921\",\"ncf\":\"E442662461011\",\"fecha_comprobante\":\"20250927\",\"monto_facturado\":2785.95,\"itbis_facturado\":501.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3287.42,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ACUARELA FLORISTERIA\\nRNC EMISOR: 40225292065\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE SALUD RICOURT DIAZ SRL\\nRNC CLIENTE: 131837921\\nFACTURA DE CREDITO FISCAL\\nNCF E442662461011\\nFACTURA NO.: 7198456\\nAUTORIZACION: 337555342\\nTELEFONO: 809-820-8290\\nFECHA: 27/09/2025  HORA: 14:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             2,785.95\\n----------------------------------------------\\nSUBTOTAL RD$        2,785.95\\nIMPUESTO ITBIS RD$         501.47\\nTOTAL RD$           3,287.42\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1909444\\nGRACIAS POR SU COMPRA\\nPAGADO\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40225292065"],"invoice_ids":["inv_3c90e9f25599f8c7e3fa"],"observation_id":"obs_4f07c8034c956c1bc394","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.03,"augmentation_metadata":{"downscale_factor":0.629,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":1.086,"brightness_factor":1.029,"blur_sigma":0.685,"crop_applied":false,"camera_distance_factors":[0.92],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.7,"jpeg_quality":75,"documents":[{"rotation_deg":-1.202,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14500879306902361024,"difficulty":"medium","split":"train"}
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{"image":"images/607_003127.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04701476386\",\"ncf\":\"B0218987557\",\"fecha_comprobante\":\"20251008\",\"monto_facturado\":886417.50,\"itbis_facturado\":159555.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1045972.65},{\"rnc\":\"05401523120\",\"ncf\":\"E459060309112\",\"fecha_comprobante\":\"20240817\",\"monto_facturado\":52000.00,\"itbis_facturado\":9360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":61360.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131491723\",\"ncf\":\"E455106065174\",\"fecha_comprobante\":\"20240220\",\"monto_facturado\":20854.98,\"itbis_facturado\":3753.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":24608.88,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARCOS OTIEL MARTINEZ CASTAÑOS\\nRNC EMISOR: 40221657139\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KELVIN ARTURO MORA DE LEON\\nRNC CLIENTE: 04701476386\\nFACTURA DE CREDITO FISCAL\\nNCF B0218987557\\nFACTURA NO.: 0824491\\nAUTORIZACION: 349792331\\nTELEFONO: 809-417-3049\\nFECHA: 08/10/2025  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   22,274.50\\n    4  SERVICIO  COMISION INMOBILIARIA      850,820.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,323.00\\n----------------------------------------------\\nSUBTOTAL RD$      886,417.50\\nIMPUESTO ITBIS RD$     159,555.15\\nTOTAL RD$       1,045,972.65\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 2776666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 24547086\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nBRILLIANT BRAIN INVESTCORP\\nRNC EMISOR: 131379125\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EUDOMAR ANTONIO GARCIA POLANCO\\nRNC CLIENTE: 05401523120\\nFACTURA DE CREDITO FISCAL\\nNCF: E459060309112\\nFACTURA NO.: 1349437\\nAUTORIZACION: 991423689\\nTELEFONO: 809-368-8647\\nFECHA: 17/08/2024  HORA: 19:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    24,000.00\\n    1  VISITA    INSPECCION TECNICA          13,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       52,000.00\\nITBIS 18% RD$       9,360.00\\nTOTAL RD$          61,360.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4828381\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 93116523\\nEntregado\\n\\n--- FACTURA ---\\n\\nTIRAMAR S A\\nRNC EMISOR: 105086832\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: S & T FULL COLOR SRL\\nRNC CLIENTE: 131491723\\nFACTURA DE CREDITO FISCAL\\nNCF E455106065174\\nFACTURA NO.: 7231027\\nAUTORIZACION: 731176918\\nTELEFONO: 809-313-7445\\nFECHA: 20/02/2024  HORA: 11:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  10,607.98\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,247.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,854.98\\nITBIS 18% RD$       3,753.90\\nTOTAL RD$          24,608.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8911626\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_003133.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132251199\",\"ncf\":\"E441168803169\",\"fecha_comprobante\":\"20250613\",\"monto_facturado\":391762.75,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":391762.75},{\"rnc\":\"40225619556\",\"ncf\":\"E313774004228\",\"fecha_comprobante\":\"20251108\",\"monto_facturado\":11038.95,\"itbis_facturado\":1987.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13025.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MORRISEY INTERNATIONAL\\nRNC EMISOR: 131430503\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SAMANA BAY TAXIS SRL\\nRNC CLIENTE: 132251199\\nFACTURA DE CREDITO FISCAL\\nNCF: E441168803169\\nFACTURA NO.: 6313916\\nAUTORIZACION: 925161957\\nTELEFONO: 809-526-9674\\nFECHA: 13/06/2025  HORA: 18:43\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  MES       ALQUILER DE LOCAL\\n                                                262,655.80\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                129,106.95\\n----------------------------------------------------------\\nSUB-TOTAL RD$      391,762.75\\nITBIS 18% RD$           0.00\\nTOTAL RD$         391,762.75\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 2296529\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 16282811\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nEQUIPO REACTIVA FITNESS\\nRNC EMISOR: 133527121\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RICARDO JAVIER DE LOS SANTOS MOLA\\nRNC CLIENTE: 40225619556\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313774004228\\nFACTURA NO.: 6046963\\nAUTORIZACION: 786043619\\nTELEFONO: 809-216-2861\\nFECHA: 08/11/2025  HORA: 12:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         5,329.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,824.00\\n    1  UNIDAD    EQUIPO ELECTRICO             1,010.95\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,349.50\\n    5  UNIDAD    MATERIAL DE OFICINA          1,525.00\\n----------------------------------------------\\nSUBTOTAL RD$       11,038.95\\nITBIS 18% RD$       1,987.01\\nTOTAL RD$          13,025.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8505147\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 38720153\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nRECIBIDO\\nCompra almacen\"}","template_ids":[9,11],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131430503","133527121"],"invoice_ids":["inv_b744529cab36b62d35e4","inv_a23654b2ebca48c876a0"],"observation_id":"obs_22af11a861f54346e624","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.45,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.96,"brightness_factor":0.939,"blur_sigma":0.311,"crop_applied":false,"camera_distance_factors":[0.902,0.883],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.93,"jpeg_quality":87,"documents":[{"rotation_deg":-0.055,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.748,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2599331329070409623,"difficulty":"medium","split":"train"}
{"image":"images/606_003134.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131157963\",\"ncf\":\"B0103669387\",\"fecha_comprobante\":\"20240610\",\"monto_facturado_servicios\":945.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":170.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"LAKDEX CONSULTING\\nLAKDEX CONSULTING SRL\\nRNC EMISOR: 131157963\\nCLIENTE: XTRA ELECTRODOMESTICOS Y\\nMOTOCICLETAS S\\nRNC CLIENTE: 133502879\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0103669387\\nFACTURA NO.: 4809430\\nAUTORIZACION: 803611181\\nTELEFONO: 809-556-3503\\nFECHA: 10/06/2024  HORA: 14:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                     945.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$          945.99\\nIMPUESTO ITBIS RD$         170.28\\nTOTAL RD$           1,116.27\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 300686\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 50340254\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nLC\"}","template_ids":[1],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131157963"],"invoice_ids":["inv_30f5acca0f06e71e5523"],"observation_id":"obs_b227b104cb33c8173a82","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.46,"augmentation_metadata":{"downscale_factor":0.915,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.035,"brightness_factor":1.016,"blur_sigma":0.208,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.41,"jpeg_quality":93,"documents":[{"rotation_deg":0.394,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LC"}]},"num_invoices":1,"seed":15376248413687827687,"difficulty":"light","split":"train"}
{"image":"images/607_003135.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131248659\",\"ncf\":\"B1531494901\",\"fecha_comprobante\":\"20241212\",\"monto_facturado\":2740.50,\"itbis_facturado\":493.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":3233.79,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00112794516\",\"ncf\":\"E444746179732\",\"fecha_comprobante\":\"20251215\",\"monto_facturado\":121500.00,\"itbis_facturado\":21870.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":143370.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"123008724\",\"ncf\":\"E444418491379\",\"fecha_comprobante\":\"20250606\",\"monto_facturado\":135637.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":135637.00}],\"ocr\":\"FAUSTO HUNGRIA GONZALEZ\\nRNC EMISOR: 130133735\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BK COMERCIAL SRL\\nRNC CLIENTE: 131248659\\nFACTURA DE CREDITO FISCAL\\nNCF: B1531494901\\nFACTURA NO.: 7610777\\nAUTORIZACION: 29823359\\nTELEFONO: 809-437-2136\\nFECHA: 12/12/2024  HORA: 18:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,180.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,560.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,740.50\\nITBIS 18% RD$         493.29\\nTOTAL RD$           3,233.79\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3067597\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 37371153\\n\\n--- FACTURA ---\\n\\nFUNDACION MARCOS DIAZ\\nRNC EMISOR: 430030015\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL DE JESUS DISLA RAMOS\\nRNC CLIENTE: 00112794516\\nFACTURA DE CREDITO FISCAL\\nNCF E444746179732\\nFACTURA NO.: 1476802\\nAUTORIZACION: 542382479\\nTELEFONO: 809-209-8497\\nFECHA: 15/12/2025  HORA: 20:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  27,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  94,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      121,500.00\\nIMPUESTO ITBIS RD$      21,870.00\\nTOTAL RD$         143,370.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5230706\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_003141.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03104108836\",\"ncf\":\"B1509064065\",\"fecha_comprobante\":\"20241121\",\"monto_facturado\":68715.00,\"itbis_facturado\":12368.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":60584.12,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20499.58,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VICTOR GARCES DE LA ROSA\\nRNC EMISOR: 00200152478\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOHAN RAFAEL PARRA SANCHEZ\\nRNC CLIENTE: 03104108836\\nFACTURA DE CREDITO FISCAL\\nNCF B1509064065\\nFACTURA NO.: 3883918\\nAUTORIZACION: 855282001\\nTELEFONO: 809-448-1467\\nFECHA: 21/11/2024  HORA: 19:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    BANNER PUBLICITARIO          4,912.00\\n    1  SERVICIO  DISENO GRAFICO               9,345.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES   38,482.00\\n    4  UNIDAD    TARJETAS DE PRESENTACION    15,976.00\\n----------------------------------------------\\nSUB-TOTAL RD$       68,715.00\\nITBIS RD$      12,368.70\\nTOTAL RD$          81,083.70\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4842948\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 80876609\\nCompra almacen\"}","template_ids":[13],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["00200152478"],"invoice_ids":["inv_453306a22c6076bd7198"],"observation_id":"obs_040266f65983a7fb7a03","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.647,"brightness_factor":1.054,"blur_sigma":0.533,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.61,"jpeg_quality":82,"documents":[{"rotation_deg":-0.731,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8844496128714296501,"difficulty":"medium","split":"train"}
{"image":"images/606_003142.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133257491\",\"ncf\":\"B1538078626\",\"fecha_comprobante\":\"20251127\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10225.50,\"itbis_facturado\":1840.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"KING CASTALAMARE BY TEAM GOMEZ\\nKING CASTALAMARE BY TEAM GOMEZ SRL\\nRNC EMISOR: 133257491\\nCLIENTE: ROMCRAFT CARIBE SRL\\nRNC CLIENTE: 132698789\\nFACTURA DE CREDITO FISCAL\\nNCF: B1538078626\\nFACTURA NO.: 2778717\\nAUTORIZACION: 726117844\\nTELEFONO: 809-924-2674\\nFECHA: 27/11/2025  HORA: 12:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    JUEGO DE PASTILLAS DE FRENO   10,225.50\\n----------------------------------------------\\nSUBTOTAL RD$       10,225.50\\nITBIS 18% RD$       1,840.59\\nTOTAL RD$          12,066.09\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6813185\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 99389932\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["133257491"],"invoice_ids":["inv_9f8ef29f0826ed255368"],"observation_id":"obs_966c79276b9373bb3914","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.96,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.997,"brightness_factor":0.987,"blur_sigma":0.108,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.29,"jpeg_quality":93,"documents":[{"rotation_deg":-0.075,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":706914380617023816,"difficulty":"light","split":"train"}
{"image":"images/607_003143.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22700008950\",\"ncf\":\"E445883897063\",\"fecha_comprobante\":\"20240508\",\"monto_facturado\":123000.00,\"itbis_facturado\":22140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":145140.00}],\"ocr\":\"CGF CONTADORES Y AUDITORES ASOCIADOS\\nRNC EMISOR: 130731616\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS SANTIAGO PINEDA COMPRES\\nRNC CLIENTE: 22700008950\\nFACTURA DE CREDITO FISCAL\\nNCF: E445883897063\\nFACTURA NO.: 0681501\\nAUTORIZACION: 487061463\\nTELEFONO: 809-957-2250\\nFECHA: 08/05/2024  HORA: 12:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    23,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      100,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      123,000.00\\nITBIS 18% RD$      22,140.00\\nTOTAL RD$         145,140.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 3431879\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130731616"],"invoice_ids":["inv_742bbba1d0d5cedad5e9"],"observation_id":"obs_eaeb8f7af539dafe6dca","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.009,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.05,"jpeg_quality":96,"documents":[{"rotation_deg":-0.116,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13591955180111361163,"difficulty":"clean","split":"train"}
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{"image":"images/607_003153.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131875394\",\"ncf\":\"B1468782386\",\"fecha_comprobante\":\"20250202\",\"monto_facturado\":83000.00,\"itbis_facturado\":14940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":63.23,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":98003.23}],\"ocr\":\"SGI-DATASYSTEMS\\nRNC EMISOR: 130319202\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GC360 SRL\\nRNC CLIENTE: 131875394\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1468782386\\nFACTURA NO.: 3541944\\nAUTORIZACION: 446228758\\nTELEFONO: 809-705-9618\\nFECHA: 02/02/2025  HORA: 18:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       17,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    40,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   25,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       83,000.00\\nITBIS 18% RD$      14,940.00\\nOTROS IMPUESTOS RD$      63.23\\nTOTAL RD$          98,003.23\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 875496\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 57995153\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130319202"],"invoice_ids":["inv_d9be09ebff5478a4744f"],"observation_id":"obs_02b37720318b6b751794","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.87,"augmentation_metadata":{"downscale_factor":0.583,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.888,"brightness_factor":1.047,"blur_sigma":0.445,"crop_applied":false,"camera_distance_factors":[0.915],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.34,"jpeg_quality":79,"documents":[{"rotation_deg":-2.074,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":497875147441095851,"difficulty":"medium","split":"test"}
{"image":"images/606_003154.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132776208\",\"ncf\":\"E322346775095\",\"fecha_comprobante\":\"20241204\",\"monto_facturado_servicios\":394260.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":70966.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INVERSIONES LLAMERSAN\\nINVERSIONES LLAMERSAN SRL\\nRNC: 132776208\\nCLIENTE: SOLUCIONES PERSONALES & NEGOCIOS SRL\\nRNC CLIENTE: 131161715\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322346775095\\nFACTURA NO.: 6018395\\nAUTORIZACION: 876115664\\nTELEFONO: 809-841-9144\\nFECHA: 04/12/2024  HORA: 17:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      219,709.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       10,803.99\\n    2  MES       ALQUILER DE LOCAL          163,748.00\\n----------------------------------------------\\nSUB-TOTAL RD$      394,260.99\\nITBIS 18% RD$      70,966.98\\nTOTAL RD$         465,227.97\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3409580\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 25767941\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["132776208"],"invoice_ids":["inv_5a91d3b9d8e9ca13b856"],"observation_id":"obs_ac4814feb92efdadf298","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.58,"augmentation_metadata":{"downscale_factor":0.782,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.862,"brightness_factor":0.948,"blur_sigma":0.399,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.64,"jpeg_quality":92,"documents":[{"rotation_deg":1.609,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2138351519898062990,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\nArchivado\\n\\n--- FACTURA ---\\n\\nBIORDOM\\nRNC EMISOR: 131761011\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARVIN MORIS CABRAL ELEUTERIO\\nRNC CLIENTE: 00117448423\\nFACTURA DE CREDITO FISCAL\\nNCF: E450294840114\\nFACTURA NO.: 4193163\\nAUTORIZACION: 501341694\\nTELEFONO: 809-475-1253\\nFECHA: 15/07/2025  HORA: 13:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             7,910.95\\n----------------------------------------------\\nSUBTOTAL RD$        7,910.95\\nIMPUESTO ITBIS RD$       1,423.97\\nTOTAL RD$           9,334.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1887397\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 28294637\\nARCHIVADO\"}","template_ids":[13,7,2],"business_categories":["restaurante","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03701165262","131414761","131761011"],"invoice_ids":["inv_01aa57713acde0d00021","inv_f47990b7c0b79ae1cf22","inv_dc499d750305eee32cb9"],"observation_id":"obs_ee9e602d414055669283","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":1.051,"brightness_factor":0.893,"blur_sigma":0.257,"crop_applied":false,"camera_distance_factors":[0.957,0.945,0.91],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.42,"jpeg_quality":87,"documents":[{"rotation_deg":0.978,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.47,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.629,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":1420967346436132677,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 92310570\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nCOLEGIO BAUTISTA CRISTOCENTRICO\\nRNC EMISOR: 132987438\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIRO DE JESUS ORTIZ TEJADA\\nRNC CLIENTE: 00106905516\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0140982484\\nFACTURA NO.: 0898610\\nAUTORIZACION: 368037729\\nTELEFONO: 809-439-1601\\nFECHA: 28/06/2024  HORA: 12:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CERTIFICACION                6,502.99\\n----------------------------------------------\\nSUBTOTAL RD$        6,502.99\\nITBIS 18% RD$           0.00\\nTOTAL RD$           6,502.99\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 8890111\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 43971076\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOJOSELY\\nRNC EMISOR: 101841001\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL RUBITO & LPL AUTOPARTES SRL\\nRNC CLIENTE: 133542651\\nFACTURA DE CREDITO FISCAL\\nNCF E452301462452\\nFACTURA NO.: 9366695\\nAUTORIZACION: 703416674\\nTELEFONO: 809-279-4052\\nFECHA: 26/06/2024  HORA: 14:12\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,365.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  1,188.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                                 31,130.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       33,683.00\\nITBIS RD$       6,062.94\\nTOTAL RD$          39,745.94\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4476199\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003188.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132957903\",\"ncf\":\"B0247823469\",\"fecha_comprobante\":\"20241031\",\"monto_facturado_servicios\":6735.97,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"STONE DENTAL STUDIO\\nSTONE DENTAL STUDIO SRL\\nRNC EMISOR: 132957903\\nCLIENTE: INVERSIONES SINALOA SRL\\nRNC CLIENTE: 130057427\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0247823469\\nFACTURA NO.: 9955694\\nAUTORIZACION: 883513466\\nTELEFONO: 809-643-5061\\nFECHA: 31/10/2024  HORA: 12:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTA MEDICA\\n                                   2,455.99\\n    2  SERVICIO  EVALUACION ODONTOLOGICA\\n                                   4,279.98\\n-------------------------------------------\\nSUB-TOTAL RD$        6,735.97\\nITBIS 18% RD$           0.00\\nTOTAL RD$           6,735.97\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 282231\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 16544027\"}","template_ids":[5],"business_categories":["salud"],"catalog_sources":[["curated"]],"issuer_rncs":["132957903"],"invoice_ids":["inv_92c98e1992ac97caa3ea"],"observation_id":"obs_07f8c42acabbdb61b209","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.25,"augmentation_metadata":{"downscale_factor":0.684,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":0.859,"brightness_factor":1.01,"blur_sigma":0.333,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.28,"jpeg_quality":86,"documents":[{"rotation_deg":0.261,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15751536743689854305,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 88476514\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRevisado\\n\\n--- FACTURA ---\\n\\nONE MARKET SOLUTIONS\\nONE MARKET SOLUTIONS SRL\\nRNC EMISOR: 130748111\\nCLIENTE: FUNDACION OPERACION SONRISA\\nRNC CLIENTE: 430086231\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459353718174\\nFACTURA NO.: 8145910\\nAUTORIZACION: 160640828\\nTELEFONO: 809-744-9894\\nFECHA: 17/03/2024  HORA: 13:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,612.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     940.50\\n-------------------------------------------\\nSUB-TOTAL RD$        2,552.50\\nITBIS 18% RD$         459.45\\nTOTAL RD$           3,011.95\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 1851700\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 97238915\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPACKING DOMINICANA PADOM\\nPACKING DOMINICANA PADOM SRL\\nRNC: 133096382\\nCLIENTE: JOSE ELADIO NOVA MARCELINO\\nRNC CLIENTE: 02600863654\\nFACTURA DE CREDITO FISCAL\\nNCF: E313583902586\\nFACTURA NO.: 3864020\\nAUTORIZACION: 645687432\\nTELEFONO: 809-518-1598\\nFECHA: 12/08/2025  HORA: 15:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA            426.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,756.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            547.98\\n----------------------------------------------\\nSUB-TOTAL RD$        2,729.98\\nITBIS RD$         491.40\\nTOTAL RD$           3,221.38\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7761960\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,1,2],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["05000407733","130748111","133096382"],"invoice_ids":["inv_317275c463b11d4365c1","inv_1655cd7a8fa322de598e","inv_f042df31b2626a597e49"],"observation_id":"obs_6799782c78dec6595f97","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.957,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.985,"brightness_factor":1.01,"blur_sigma":0.074,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.53,"jpeg_quality":95,"documents":[{"rotation_deg":0.208,"perspective":0.003,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.232,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.316,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":8487098104084067754,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 72026882\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nRICARDO FRANCISCO TADEO CANALDA CARVAJAL\\nRICARDO FRANCISCO TADEO CANALDA CARVAJAL\\nRNC EMISOR: 00100887645\\nCLIENTE: CENTRO DE DESARROLLO INTEGRAL ESTRELLA \\nRNC CLIENTE: 430148822\\nFACTURA DE CREDITO FISCAL\\nNCF: B0273711454\\nFACTURA NO.: 0551411\\nAUTORIZACION: 415055642\\nTELEFONO: 809-798-4943\\nFECHA: 07/02/2025  HORA: 10:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       82,226.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   19,221.50\\n    1  SERVICIO  TASACION DE PROPIEDAD       22,622.99\\n----------------------------------------------\\nSUB-TOTAL RD$      124,071.44\\nIMPUESTO ITBIS RD$      22,332.86\\nTOTAL RD$         146,404.30\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 5286680\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFRANCIS VIDAL BELLIARD MATOS\\nFRANCIS VIDAL BELLIARD MATOS\\nRNC 40220980938\\nCLIENTE: MERG AVIATION SERVICES SRL\\nRNC CLIENTE: 131282415\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1513982856\\nFACTURA NO.: 0442311\\nAUTORIZACION: 807969886\\nTELEFONO: 809-935-7249\\nFECHA: 19/07/2025  HORA: 11:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,339.50\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     454.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,270.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,755.90\\n-------------------------------------------\\nSUB-TOTAL RD$        5,819.40\\nIMPUESTO ITBIS RD$       1,047.49\\nTOTAL RD$           6,866.89\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2786514\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,4,5],"business_categories":["comercio_general","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00110509858","00100887645","40220980938"],"invoice_ids":["inv_6c8caaab5f61c6ddefc2","inv_000968b374fc960f1e02","inv_db35ffa4e4d0a92835d2"],"observation_id":"obs_1fdbb9f53a7af63b9327","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":3.9,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.998,"brightness_factor":0.948,"blur_sigma":0.434,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":42.54,"jpeg_quality":92,"documents":[{"rotation_deg":0.815,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.127,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-1.55,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6392850482168682779,"difficulty":"hard","split":"train"}
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{"image":"images/606_003202.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100644228\",\"ncf\":\"B1587545939\",\"fecha_comprobante\":\"20250408\",\"monto_facturado_servicios\":1612.95,\"monto_facturado_bienes\":2375.90,\"itbis_facturado\":717.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CELIA MARGARITA GARCIA COSTE DE MATOS COST\\nCELIA MARGARITA GARCIA COSTE DE MATOS COSTE DE M\\nRNC: 00100644228\\nCLIENTE: LILIANA RIVERA CONTRERAS\\nRNC CLIENTE: 00118972504\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1587545939\\nFACTURA NO.: 5711050\\nAUTORIZACION: 24273304\\nTELEFONO: 809-759-9814\\nFECHA: 08/04/2025  HORA: 19:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,836.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,612.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            539.90\\n----------------------------------------------\\nSUBTOTAL RD$        3,988.85\\nITBIS RD$         717.99\\nTOTAL RD$           4,706.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7356166\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 88185888\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00100644228"],"invoice_ids":["inv_f9b72600e988bc273e6c"],"observation_id":"obs_9bbfd8c2689debce7320","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.961,"brightness_factor":1.001,"blur_sigma":0.02,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.88,"jpeg_quality":94,"documents":[{"rotation_deg":0.671,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10680200948134070985,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 99684588\\nIDS\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nMARVIN NATALIA FELIZ MATOS\\nRNC EMISOR: 00116004482\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FLORIDA RESPIRATORY MEDICAL\\nEQUIPMENT S\\nRNC CLIENTE: 130032752\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327060622438\\nFACTURA NO.: 6243456\\nAUTORIZACION: 356634979\\nTELEFONO: 809-874-2634\\nFECHA: 13/12/2024  HORA: 20:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PANTALON CASUAL\\n                                   6,729.00\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                   8,935.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,208.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,872.00\\nITBIS 18% RD$       3,036.96\\nOTROS IMPUESTOS RD$      33.54\\nTOTAL RD$          19,942.50\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 2754514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 47701505\\nMNF\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA DICRUZ C POR A\\nRNC EMISOR: 130283761\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE E SANCHEZ BATISTA Y ASOCIADOS\\nC PO\\nRNC CLIENTE: 130108031\\nFACTURA DE CREDITO FISCAL\\nNCF: E323672831614\\nFACTURA NO.: 4376337\\nAUTORIZACION: 998524829\\nTELEFONO: 809-597-4861\\nFECHA: 18/07/2024  HORA: 14:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     759.95\\n-------------------------------------------\\nSUBTOTAL RD$          759.95\\nITBIS 18% RD$         136.79\\nTOTAL RD$             896.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 724790\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,5,0],"business_categories":["comercio_general","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101173246","00116004482","130283761"],"invoice_ids":["inv_dad7ea5fcb2a69915580","inv_a42fcc092c0eea04f962","inv_2d1a34840c5cbde4b9bf"],"observation_id":"obs_ea13da928867b227bf47","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.18,"augmentation_metadata":{"downscale_factor":0.946,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.946,"brightness_factor":1.048,"blur_sigma":0.274,"crop_applied":false,"camera_distance_factors":[0.93,0.954,0.977],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.47,"jpeg_quality":87,"documents":[{"rotation_deg":0.471,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.424,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.284,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IDS"},{"kind":"initials","text":"MNF"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6316044086211255388,"difficulty":"hard","split":"train"}
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{"image":"images/606_003212.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02200009005\",\"ncf\":\"E446279151598\",\"fecha_comprobante\":\"20250209\",\"monto_facturado_servicios\":251.99,\"monto_facturado_bienes\":18448.00,\"itbis_facturado\":3366.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"PANADERIA LILI\\nMODESTA SENA PEREZ\\nRNC EMISOR: 02200009005\\nCLIENTE: KI KOOL INVERSIONES S A\\nRNC CLIENTE: 130584303\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446279151598\\nFACTURA NO.: 0651276\\nAUTORIZACION: 40667088\\nTELEFONO: 809-676-9605\\nFECHA: 09/02/2025  HORA: 14:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,334.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  15,800.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     251.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,314.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,699.99\\nITBIS 18% RD$       3,366.00\\nTOTAL RD$          22,065.99\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4411402\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 85707041\\nRECIBIDO\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02200009005"],"invoice_ids":["inv_3c3fffdb4af47fe577e9"],"observation_id":"obs_8a951dbf31b0fde0c81a","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.36,"augmentation_metadata":{"downscale_factor":0.987,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.005,"brightness_factor":1.019,"blur_sigma":0.214,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.46,"jpeg_quality":89,"documents":[{"rotation_deg":-0.358,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15749083131281492666,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 60314646\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPAVPG & ASOCIADOS\\nPAVPG & ASOCIADOS SRL\\nRNC 132173181\\nCLIENTE: JOSAURA S R L\\nRNC CLIENTE: 130027722\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1419540184\\nFACTURA NO.: 2672927\\nAUTORIZACION: 129857597\\nTELEFONO: 809-387-5519\\nFECHA: 09/08/2024  HORA: 17:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  22,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  12,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  10,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  37,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       82,500.00\\nIMPUESTO ITBIS RD$      14,850.00\\nTOTAL RD$          97,350.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9249076\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nHENRRY FRANCISCO HERNANDEZ FABIAN\\nHENRRY FRANCISCO HERNANDEZ FABIAN\\nRNC EMISOR: 04900486707\\nCLIENTE: INGENIERIA Y MATERIALES ELECTRICOS DEL \\nRNC CLIENTE: 113011529\\nFACTURA DE CREDITO FISCAL\\nNCF: E320686525713\\nFACTURA NO.: 4980263\\nAUTORIZACION: 553497333\\nTELEFONO: 809-428-7229\\nFECHA: 04/08/2024  HORA: 10:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DISENO GRAFICO              10,932.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES   28,260.99\\n    1  SERVICIO  ROTULACION EN VINIL         14,632.99\\n    3  UNIDAD    BANNER PUBLICITARIO         13,551.00\\n    4  UNIDAD    TARJETAS DE PRESENTACION     9,744.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       77,120.98\\nITBIS 18% RD$      13,881.78\\nTOTAL RD$          91,002.76\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 846797\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 32796244\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\"}","template_ids":[4,0,2],"business_categories":["profesional","profesional","publicidad_impresion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["01300019104","132173181","04900486707"],"invoice_ids":["inv_cc0c9fc045798788d279","inv_9af042366dde30b87036","inv_f14e73536cca78a93926"],"observation_id":"obs_c157610387c53beef645","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.013,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.45,"jpeg_quality":98,"documents":[{"rotation_deg":-0.019,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.078,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.003,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4012475240872319994,"difficulty":"hard","split":"test"}
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{"image":"images/606_003234.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04700012554\",\"ncf\":\"E323233501173\",\"fecha_comprobante\":\"20240229\",\"monto_facturado_servicios\":907.99,\"monto_facturado_bienes\":56641.96,\"itbis_facturado\":10358.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JOYERIA LOS VEGANOS\\nNICOLAS DE JESUS ESTEVEZ TORRES\\nRNC: 04700012554\\nCLIENTE: MARAPE S R L\\nRNC CLIENTE: 101604727\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323233501173\\nFACTURA NO.: 8715905\\nAUTORIZACION: 297712767\\nTELEFONO: 809-972-5939\\nFECHA: 29/02/2024  HORA: 20:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     907.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  26,340.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,691.96\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  25,610.00\\n-------------------------------------------\\nSUBTOTAL RD$       57,549.95\\nITBIS 18% RD$      10,358.99\\nTOTAL RD$          67,908.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1632356\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["04700012554"],"invoice_ids":["inv_5f75b11ce1b83c0f2a6f"],"observation_id":"obs_df324cb488ffec9a0650","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.25,"augmentation_metadata":{"downscale_factor":0.883,"red_scale":0.955,"blue_scale":1.045,"contrast_factor":1.037,"brightness_factor":1.027,"blur_sigma":0.107,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.85,"jpeg_quality":90,"documents":[{"rotation_deg":0.727,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7801493796727273091,"difficulty":"light","split":"test"}
{"image":"images/607_003235.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133207117\",\"ncf\":\"E447610048045\",\"fecha_comprobante\":\"20241206\",\"monto_facturado\":184500.00,\"itbis_facturado\":33210.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":217710.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASMAR\\nRNC EMISOR: 101071214\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PICA POLLITO LIANG SRL\\nRNC CLIENTE: 133207117\\nFACTURA DE CREDITO FISCAL\\nNCF: E447610048045\\nFACTURA NO.: 9111890\\nAUTORIZACION: 554695187\\nTELEFONO: 809-913-1562\\nFECHA: 06/12/2024  HORA: 10:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   20,000.00\\n    1  CASO      REPRESENTACION LEGAL        50,000.00\\n    1  MES       SUPERVISION DE OBRA         85,000.00\\n    1  SERVICIO  ASESORIA TECNICA            29,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      184,500.00\\nITBIS RD$      33,210.00\\nTOTAL RD$         217,710.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5164867\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 32898241\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101071214"],"invoice_ids":["inv_d4fab101083d46890658"],"observation_id":"obs_4e68b1601c1d38742e97","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.813,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.762,"brightness_factor":1.085,"blur_sigma":0.331,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.97,"jpeg_quality":83,"documents":[{"rotation_deg":-1.156,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4231861306022527298,"difficulty":"medium","split":"validation"}
{"image":"images/606_003236.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00107367401\",\"ncf\":\"E456764629278\",\"fecha_comprobante\":\"20250302\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":20752.00,\"itbis_facturado\":3735.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101831944\",\"ncf\":\"E327490291521\",\"fecha_comprobante\":\"20241226\",\"monto_facturado_servicios\":1087.00,\"monto_facturado_bienes\":30493.50,\"itbis_facturado\":5684.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PURA MARIA CRISOSTOMO PAULA\\nPURA MARIA CRISOSTOMO PAULA\\nRNC EMISOR: 00107367401\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO BUENOS\\nAIRES\\nRNC CLIENTE: 430161365\\nFACTURA DE CREDITO FISCAL\\nNCF E456764629278\\nFACTURA NO.: 0952029\\nAUTORIZACION: 361406033\\nTELEFONO: 809-521-4824\\nFECHA: 02/03/2025  HORA: 20:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  20,752.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,752.00\\nIMPUESTO ITBIS RD$       3,735.36\\nTOTAL RD$          24,487.36\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6861357\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 92440697\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\\nArchivado\\n\\n--- FACTURA ---\\n\\nALTECA C POR A\\nALTECA C POR A\\nRNC: 101831944\\nCLIENTE: ASOCIACION DOMINICANA DE PERITOS\\nMEDICO\\nRNC CLIENTE: 430407178\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327490291521\\nFACTURA NO.: 4261228\\nAUTORIZACION: 424403010\\nTELEFONO: 809-598-6166\\nFECHA: 26/12/2024  HORA: 09:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,087.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  24,043.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,450.00\\n-------------------------------------------\\nSUBTOTAL RD$       31,580.50\\nITBIS RD$       5,684.49\\nTOTAL RD$          37,264.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3125029\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 98958569\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107367401","101831944"],"invoice_ids":["inv_b1f5fdf67c8b86bc4820","inv_12dd63b8f5accf72f272"],"observation_id":"obs_9fdf2a18f3f9d80355a9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":6.69,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.991,"brightness_factor":0.998,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.02,"jpeg_quality":97,"documents":[{"rotation_deg":-0.08,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.026,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12908471128979691296,"difficulty":"medium","split":"train"}
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{"image":"images/607_003239.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111364816\",\"ncf\":\"E440396838270\",\"fecha_comprobante\":\"20250406\",\"monto_facturado\":10587.75,\"itbis_facturado\":1905.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12493.55,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132182316\",\"ncf\":\"B1461755459\",\"fecha_comprobante\":\"20241009\",\"monto_facturado\":101899.00,\"itbis_facturado\":18341.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":120240.82,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSTRUCCIONES DMC\\nRNC EMISOR: 130839468\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DONAL BIENVENIDO SOTO RODRIGUEZ\\nRNC CLIENTE: 00111364816\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440396838270\\nFACTURA NO.: 7406112\\nAUTORIZACION: 862084652\\nTELEFONO: 809-402-5437\\nFECHA: 06/04/2025  HORA: 20:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          2,042.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,684.75\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,085.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,776.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       10,587.75\\nIMPUESTO ITBIS RD$       1,905.80\\nTOTAL RD$          12,493.55\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2216069\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 95347713\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nJOSE LUIS MONEGRO SEVERINO\\nRNC EMISOR: 00100301332\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EFFORI G INDUSTRIES SRL\\nRNC CLIENTE: 132182316\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1461755459\\nFACTURA NO.: 8834125\\nAUTORIZACION: 899413974\\nTELEFONO: 809-600-7961\\nFECHA: 09/10/2024  HORA: 16:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    TARJETAS DE PRESENTACION     2,802.00\\n    2  SERVICIO  GESTION DE REDES SOCIALES   87,590.00\\n    1  SERVICIO  IMPRESION FULL COLOR         4,168.00\\n    1  SERVICIO  ROTULACION EN VINIL          7,339.00\\n----------------------------------------------\\nSUBTOTAL RD$      101,899.00\\nITBIS RD$      18,341.82\\nTOTAL RD$         120,240.82\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8795953\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 32366790\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[12,11],"business_categories":["comercio_general","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130839468","00100301332"],"invoice_ids":["inv_2d781001e1b176d9288c","inv_402246d13616bad515da"],"observation_id":"obs_9b79724f7c728f26528b","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.989,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":29.82,"jpeg_quality":95,"documents":[{"rotation_deg":0.135,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.007,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12947120955664949713,"difficulty":"medium","split":"train"}
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{"image":"images/606_003242.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132168526\",\"ncf\":\"E440899387840\",\"fecha_comprobante\":\"20240627\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":29816.00,\"itbis_facturado\":5366.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"HIDALGAS\\nHIDALGAS SRL\\nRNC: 132168526\\nCLIENTE: IMERKABY CONSTRUCTORES SRL\\nRNC CLIENTE: 131108334\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440899387840\\nFACTURA NO.: 0752266\\nAUTORIZACION: 815079314\\nTELEFONO: 809-214-7151\\nFECHA: 27/06/2024  HORA: 14:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  24,995.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     906.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,740.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,175.00\\n-------------------------------------------\\nSUB-TOTAL RD$       29,816.00\\nITBIS RD$       5,366.88\\nTOTAL RD$          35,182.88\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4256701\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 48345338\\nH\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132168526"],"invoice_ids":["inv_437f2ee5b83aeebbc4df"],"observation_id":"obs_53d96c0d6eb945543200","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.42,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.981,"brightness_factor":1.012,"blur_sigma":0.187,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.73,"jpeg_quality":92,"documents":[{"rotation_deg":-0.542,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"H"}]},"num_invoices":1,"seed":12749644031638058411,"difficulty":"light","split":"train"}
{"image":"images/607_003243.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113065304\",\"ncf\":\"B0273779727\",\"fecha_comprobante\":\"20251106\",\"monto_facturado\":30000.00,\"itbis_facturado\":5400.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":21656.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13743.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133287501\",\"ncf\":\"E448333338330\",\"fecha_comprobante\":\"20241219\",\"monto_facturado\":152000.00,\"itbis_facturado\":27360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":179360.00}],\"ocr\":\"OXIHOGAR\\nRNC EMISOR: 131273653\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DENNY RAUL GARCIA CARELA\\nRNC CLIENTE: 00113065304\\nFACTURA DE CREDITO FISCAL\\nNCF B0273779727\\nFACTURA NO.: 5089740\\nAUTORIZACION: 707079224\\nTELEFONO: 809-844-6637\\nFECHA: 06/11/2025  HORA: 08:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   30,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       30,000.00\\nITBIS 18% RD$       5,400.00\\nTOTAL RD$          35,400.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3658803\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 88654710\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\\n\\n--- FACTURA ---\\n\\nASOCIACION DE MAIMONEROS AUSENTES DE PUERT\\nRNC EMISOR: 423000139\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PSINTECH SOLUTIONS SRL\\nRNC CLIENTE: 133287501\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448333338330\\nFACTURA NO.: 4125290\\nAUTORIZACION: 166898099\\nTELEFONO: 809-272-4510\\nFECHA: 19/12/2024  HORA: 20:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            42,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      110,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      152,000.00\\nITBIS 18% RD$      27,360.00\\nTOTAL RD$         179,360.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 160124\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 76435798\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nArchivado\"}","template_ids":[13,4],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131273653","423000139"],"invoice_ids":["inv_e721ea64fd1ffcb64998","inv_3c0efa2d6898ec10e3d6"],"observation_id":"obs_2ff100a12031595569ad","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.631,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.864,"brightness_factor":1.016,"blur_sigma":0.287,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.34,"jpeg_quality":84,"documents":[{"rotation_deg":0.134,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.194,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6546125233079598674,"difficulty":"hard","split":"train"}
{"image":"images/606_003244.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132768957\",\"ncf\":\"E458418363471\",\"fecha_comprobante\":\"20251014\",\"monto_facturado_servicios\":855550.15,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INVERSIONES JURIDICAS RAMON PINA PIERRET &\\nINVERSIONES JURIDICAS RAMON PINA PIERRET & YEANN\\nRNC 132768957\\nCLIENTE: MAFAR TERMINACIONES SRL\\nRNC CLIENTE: 131779311\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458418363471\\nFACTURA NO.: 3128524\\nAUTORIZACION: 851040573\\nTELEFONO: 809-460-7602\\nFECHA: 14/10/2025  HORA: 08:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    7,879.50\\n    3  SERVICIO  COMISION INMOBILIARIA      676,313.85\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   25,169.00\\n    4  SERVICIO  TASACION DE PROPIEDAD      146,187.80\\n----------------------------------------------\\nSUB-TOTAL RD$      855,550.15\\nITBIS RD$           0.00\\nTOTAL RD$         855,550.15\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6744241\\nGRACIAS POR SU COMPRA\"}","template_ids":[3],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["132768957"],"invoice_ids":["inv_4052c2587db9a273b186"],"observation_id":"obs_bf2105d7c52b05ec058d","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.49,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.868,"brightness_factor":1.08,"blur_sigma":0.177,"crop_applied":false,"camera_distance_factors":[0.962],"legibility_scale_corrections":[0.0],"final_contrast_stddev":22.98,"jpeg_quality":86,"documents":[{"rotation_deg":0.378,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15812848804439655472,"difficulty":"light","split":"test"}
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{"image":"images/606_003246.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430174424\",\"ncf\":\"E457211612996\",\"fecha_comprobante\":\"20241029\",\"monto_facturado_servicios\":1478.00,\"monto_facturado_bienes\":22177.91,\"itbis_facturado\":4258.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00115538134\",\"ncf\":\"B0281751120\",\"fecha_comprobante\":\"20240415\",\"monto_facturado_servicios\":95400.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17172.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO LOS PANCHOS\\nJUNTA DE CENTRO EDUCATIVO LOS PANCHOS\\nRNC: 430174424\\nCLIENTE: LUISA MARIA RODRIGUEZ CISNERO\\nRNC CLIENTE: 40220058537\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457211612996\\nFACTURA NO.: 6149920\\nAUTORIZACION: 770028769\\nTELEFONO: 809-928-6437\\nFECHA: 29/10/2024  HORA: 15:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,394.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,364.99\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,373.97\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,478.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  14,044.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,655.91\\nIMPUESTO ITBIS RD$       4,258.06\\nTOTAL RD$          27,913.97\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8145362\\nGRACIAS POR SU COMPRA\\nVerificado\\n\\n--- FACTURA ---\\n\\nJOSE ANGELA HERRERA HERRERA\\nJOSE ANGELA HERRERA HERRERA\\nRNC EMISOR: 00115538134\\nCLIENTE: MARIA IGNACIA VASQUEZ ESTEVEZ\\nRNC CLIENTE: 03100535966\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0281751120\\nFACTURA NO.: 8854641\\nAUTORIZACION: 183079131\\nTELEFONO: 809-514-6584\\nFECHA: 15/04/2024  HORA: 18:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA           9,000.00\\n   20  PAGINA    TRADUCCION DE DOCUMENTOS    31,400.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       40,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       95,400.00\\nITBIS 18% RD$      17,172.00\\nTOTAL RD$         112,572.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9545446\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 94389070\\nRESUMEN\\nJAH\"}","template_ids":[5,12],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430174424","00115538134"],"invoice_ids":["inv_484cb68bd95a79d0ecf9","inv_f3f8e605f34d12abcb19"],"observation_id":"obs_b44f7ee1176d40ca601f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.99,"augmentation_metadata":{"downscale_factor":0.745,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.72,"brightness_factor":1.039,"blur_sigma":0.593,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":87,"documents":[{"rotation_deg":0.732,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.112,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"JAH"}]},"num_invoices":2,"seed":16274359507645191822,"difficulty":"medium","split":"train"}
{"image":"images/607_003247.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130042527\",\"ncf\":\"B0184846934\",\"fecha_comprobante\":\"20250711\",\"monto_facturado\":288430.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":288430.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"J J CARRETERO & ASOC S A\\nRNC EMISOR: 101806583\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LAND DEVELOPERS LTD\\nRNC CLIENTE: 130042527\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0184846934\\nFACTURA NO.: 6463016\\nAUTORIZACION: 828956922\\nTELEFONO: 809-958-6990\\nFECHA: 11/07/2025  HORA: 19:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      216,555.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   14,902.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       40,821.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   16,152.00\\n----------------------------------------------\\nSUB-TOTAL RD$      288,430.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         288,430.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1456065\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 47503720\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["101806583"],"invoice_ids":["inv_5787ef2673f0e6ef5011"],"observation_id":"obs_10ae73b4e085156c9e18","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.007,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.31,"jpeg_quality":95,"documents":[{"rotation_deg":-0.005,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2432704205293897791,"difficulty":"clean","split":"test"}
{"image":"images/606_003248.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05400014667\",\"ncf\":\"E459098546151\",\"fecha_comprobante\":\"20240927\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17295.97,\"itbis_facturado\":3113.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MIGUELINA RAMONA SANCHEZ PAULINO\\nMIGUELINA RAMONA SANCHEZ PAULINO\\nRNC: 05400014667\\nCLIENTE: CONDUFLEX S A\\nRNC CLIENTE: 122000976\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459098546151\\nFACTURA NO.: 8900940\\nAUTORIZACION: 141164010\\nTELEFONO: 809-645-5318\\nFECHA: 27/09/2024  HORA: 14:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,161.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,202.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   4,766.97\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,788.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,377.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,295.97\\nITBIS RD$       3,113.27\\nTOTAL RD$          20,409.24\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 264628\\nGRACIAS POR SU COMPRA\\nMRS\\nREVISADO\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05400014667"],"invoice_ids":["inv_9ad4f94540c9406c49ae"],"observation_id":"obs_b38bcfe6bc2afffdeb12","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.12,"augmentation_metadata":{"downscale_factor":0.715,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.934,"brightness_factor":0.934,"blur_sigma":0.486,"crop_applied":false,"camera_distance_factors":[0.924],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.0,"jpeg_quality":81,"documents":[{"rotation_deg":1.686,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MRS"}]},"num_invoices":1,"seed":6588581294400554036,"difficulty":"medium","split":"train"}
{"image":"images/607_003249.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132290496\",\"ncf\":\"B0107697318\",\"fecha_comprobante\":\"20250422\",\"monto_facturado\":205812.00,\"itbis_facturado\":37046.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":104898.76,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":137959.40,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TAINO TOURS SRL\\nRNC EMISOR: 101787511\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GLOMARKET GROUP SRL\\nRNC CLIENTE: 132290496\\nFACTURA DE CREDITO FISCAL\\nNCF: B0107697318\\nFACTURA NO.: 6466999\\nAUTORIZACION: 152917923\\nTELEFONO: 809-404-3608\\nFECHA: 22/04/2025  HORA: 09:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            16,000.00\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS    27,312.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   22,500.00\\n    1  PROYECTO  DISENO DE PLANOS           140,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      205,812.00\\nIMPUESTO ITBIS RD$      37,046.16\\nTOTAL RD$         242,858.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 879583\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101787511"],"invoice_ids":["inv_615f29ab04c0ad32e076"],"observation_id":"obs_8d458e590d5ca02ce97b","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.812,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.792,"brightness_factor":1.031,"blur_sigma":0.605,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.09,"jpeg_quality":73,"documents":[{"rotation_deg":-0.101,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15640764964511130619,"difficulty":"hard","split":"train"}
{"image":"images/606_003250.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"105081164\",\"ncf\":\"B0139020365\",\"fecha_comprobante\":\"20251104\",\"monto_facturado_servicios\":3992.99,\"monto_facturado_bienes\":5943.00,\"itbis_facturado\":1788.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131012116\",\"ncf\":\"B0133611313\",\"fecha_comprobante\":\"20250205\",\"monto_facturado_servicios\":158500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28530.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"430163309\",\"ncf\":\"E442245919629\",\"fecha_comprobante\":\"20250324\",\"monto_facturado_servicios\":1585.00,\"monto_facturado_bienes\":22105.50,\"itbis_facturado\":4264.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"IAMA\\nIAMA TOURS\\nRNC: 105081164\\nCLIENTE: SUB AGENTE DE CAMBIO GARCIA S A\\nRNC CLIENTE: 107017194\\nFACTURA DE CREDITO FISCAL\\nNCF: B0139020365\\nFACTURA NO.: 4328159\\nAUTORIZACION: 722502020\\nTELEFONO: 809-371-5233\\nFECHA: 04/11/2025  HORA: 18:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     3,992.99\\n    3  UNIDAD    JUEGO DE PASTILLAS DE FRENO    5,943.00\\n----------------------------------------------\\nSUB-TOTAL RD$        9,935.99\\nIMPUESTO ITBIS RD$       1,788.48\\nTOTAL RD$          11,724.47\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3283373\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 12847743\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nI\\n\\n--- FACTURA ---\\n\\nSAGEP\\nSANCHIS GESTION DE PROYECTOS SAGEP SRL\\nRNC EMISOR: 131012116\\nCLIENTE: GSG HEALTHCARE SRL\\nRNC CLIENTE: 131730932\\nFACTURA DE CREDITO FISCAL\\nNCF: B0133611313\\nFACTURA NO.: 1396967\\nAUTORIZACION: 229929818\\nTELEFONO: 809-354-3319\\nFECHA: 05/02/2025  HORA: 08:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         73,500.00\\n    1  SERVICIO  ASESORIA TECNICA            34,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    51,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      158,500.00\\nITBIS 18% RD$      28,530.00\\nTOTAL RD$         187,030.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 5778867\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 19601899\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOOPAMBIENTE\\nCOOPERATIVA AGROPECUARIA Y SERVICIOS\\nMULTIPLES F\\nRNC 430163309\\nCLIENTE: HIERROS PSANTOS SRL\\nRNC CLIENTE: 132363991\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442245919629\\nFACTURA NO.: 5756740\\nAUTORIZACION: 586836623\\nTELEFONO: 809-893-8565\\nFECHA: 24/03/2025  HORA: 10:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,585.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  15,103.50\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,002.00\\n-------------------------------------------\\nSUBTOTAL RD$       23,690.50\\nIMPUESTO ITBIS RD$       4,264.29\\nTOTAL RD$          27,954.79\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4391967\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 36344566\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[12,4,5],"business_categories":["automotriz","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["105081164","131012116","430163309"],"invoice_ids":["inv_12692c6ec2dafa23e3f9","inv_0d23d05ca353ebfc8560","inv_0fbce3ab20fcacfc8a09"],"observation_id":"obs_e792ab02eee59a5f9599","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.96,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.004,"brightness_factor":1.021,"blur_sigma":0.247,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":22.36,"jpeg_quality":93,"documents":[{"rotation_deg":0.282,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.597,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.472,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"I"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17190695921610283092,"difficulty":"hard","split":"train"}
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{"image":"images/606_003252.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133108046\",\"ncf\":\"B1431629951\",\"fecha_comprobante\":\"20250403\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2182.00,\"itbis_facturado\":392.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"PEDRO AND CONSTRUCCTION PES\\nPEDRO AND CONSTRUCCTION PES S R L\\nRNC 133108046\\nCLIENTE: OKINAWA AUTO PARTS SRL\\nRNC CLIENTE: 132405511\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1431629951\\nFACTURA NO.: 9764269\\nAUTORIZACION: 190593054\\nTELEFONO: 809-260-7359\\nFECHA: 03/04/2025  HORA: 11:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    TUBO PVC PRESION 2 PULGADAS    2,182.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,182.00\\nITBIS RD$         392.76\\nTOTAL RD$           2,574.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3053434\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 79629438\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["construccion_ferreteria"],"catalog_sources":[["proconsumidor_ferreteria_2025"]],"issuer_rncs":["133108046"],"invoice_ids":["inv_18624044da6c28b74a68"],"observation_id":"obs_acbad1fabd6e417621b6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.94,"augmentation_metadata":{"downscale_factor":0.978,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.95,"brightness_factor":0.98,"blur_sigma":0.18,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":35.91,"jpeg_quality":91,"documents":[{"rotation_deg":0.31,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7339212459340063907,"difficulty":"light","split":"train"}
{"image":"images/607_003253.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"124019941\",\"ncf\":\"E318345147854\",\"fecha_comprobante\":\"20240419\",\"monto_facturado\":7878.50,\"itbis_facturado\":1418.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9296.63,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MAYJEL SOLUCION EMPRESARIAL\\nRNC EMISOR: 131538924\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO BENAVIEN SRL\\nRNC CLIENTE: 124019941\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318345147854\\nFACTURA NO.: 8737709\\nAUTORIZACION: 746994355\\nTELEFONO: 809-967-5502\\nFECHA: 19/04/2024  HORA: 13:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          2,084.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,804.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            920.00\\n    2  UNIDAD    EQUIPO ELECTRICO             3,070.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,878.50\\nIMPUESTO ITBIS RD$       1,418.13\\nTOTAL RD$           9,296.63\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5148775\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 89143795\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131538924"],"invoice_ids":["inv_2c09217f1465f24e62ad"],"observation_id":"obs_2314f73ebdae1c0eb8b5","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.6,"augmentation_metadata":{"downscale_factor":0.884,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.87,"brightness_factor":0.876,"blur_sigma":0.324,"crop_applied":false,"camera_distance_factors":[0.984],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.46,"jpeg_quality":93,"documents":[{"rotation_deg":-0.759,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2471289441411024552,"difficulty":"light","split":"train"}
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{"image":"images/606_003258.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132788907\",\"ncf\":\"E447737944929\",\"fecha_comprobante\":\"20250924\",\"monto_facturado_servicios\":140380.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25268.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ZOE S CELEBRATION & GARDEN\\nZOE S CELEBRATION & GARDEN SRL\\nRNC EMISOR: 132788907\\nCLIENTE: JOSE ANDRES CESPEDES GUZMAN\\nRNC CLIENTE: 03200347320\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447737944929\\nFACTURA NO.: 0216909\\nAUTORIZACION: 674548672\\nTELEFONO: 809-594-4101\\nFECHA: 24/09/2025  HORA: 15:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  PAGINA    TRADUCCION DE DOCUMENTOS     5,880.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   71,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       30,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   33,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      140,380.00\\nIMPUESTO ITBIS RD$      25,268.40\\nTOTAL RD$         165,648.40\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 779231\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 24601427\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132788907"],"invoice_ids":["inv_58f4db16b3e50c9a58b6"],"observation_id":"obs_9ef5ca1ece4015317147","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.42,"augmentation_metadata":{"downscale_factor":0.621,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.054,"brightness_factor":0.861,"blur_sigma":0.234,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.83,"jpeg_quality":84,"documents":[{"rotation_deg":2.646,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2595264464326775707,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 35187070\\nS\\n\\n--- FACTURA ---\\n\\nBITES FOR KIDS\\nRNC EMISOR: 133056471\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KAT BUSINESS GROUP KBG RD SRL\\nRNC CLIENTE: 133391511\\nFACTURA DE CREDITO FISCAL\\nNCF: E315226211625\\nFACTURA NO.: 7493391\\nAUTORIZACION: 952318239\\nTELEFONO: 809-293-1938\\nFECHA: 15/05/2024  HORA: 09:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,348.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,255.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,632.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     508.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,611.96\\n-------------------------------------------\\nSUBTOTAL RD$       14,354.96\\nITBIS RD$       2,583.89\\nTOTAL RD$          16,938.85\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7026228\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_003285.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133078279\",\"ncf\":\"E312697458906\",\"fecha_comprobante\":\"20250817\",\"monto_facturado\":20155.50,\"itbis_facturado\":3627.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":23783.49,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130003351\",\"ncf\":\"E310041824308\",\"fecha_comprobante\":\"20240902\",\"monto_facturado\":27009.75,\"itbis_facturado\":4861.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":31871.51,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RHAYGON\\nRNC EMISOR: 131713191\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVI SELLOS RODRIGUEZ SRL\\nRNC CLIENTE: 133078279\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E312697458906\\nFACTURA NO.: 1191321\\nAUTORIZACION: 642924766\\nTELEFONO: 809-360-6661\\nFECHA: 17/08/2025  HORA: 10:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,026.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,430.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,914.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,177.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,607.50\\n-------------------------------------------\\nSUBTOTAL RD$       20,155.50\\nIMPUESTO ITBIS RD$       3,627.99\\nTOTAL RD$          23,783.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 877366\\nGRACIAS POR SU COMPRA\\nR\\nRevisado\\n\\n--- FACTURA ---\\n\\nREPUESTO PAPITIN S A\\nRNC EMISOR: 104594861\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMERICA FARMS S A\\nRNC CLIENTE: 130003351\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310041824308\\nFACTURA NO.: 9753746\\nAUTORIZACION: 330552916\\nTELEFONO: 809-350-9419\\nFECHA: 02/09/2024  HORA: 10:41\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    ACEITE DE MOTOR\\n                                                  3,749.75\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                                  2,260.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE FRENO\\n                                                 21,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       27,009.75\\nITBIS 18% RD$       4,861.76\\nTOTAL RD$          31,871.51\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 8521493\\nGRACIAS POR SU COMPRA\\nVERIFICADO\\nProcesado\"}","template_ids":[5,9],"business_categories":["comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131713191","104594861"],"invoice_ids":["inv_c69719b2a71d2eb90fca","inv_61513fbba34a3d713aae"],"observation_id":"obs_a286b1a9bf75e4b259dc","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.38,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.961,"brightness_factor":1.015,"blur_sigma":0.711,"crop_applied":false,"camera_distance_factors":[0.911,0.952],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":72.51,"jpeg_quality":80,"documents":[{"rotation_deg":-3.16,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.346,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"R"},{"kind":"none","text":""}]},"num_invoices":2,"seed":9255020089920915689,"difficulty":"medium","split":"train"}
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{"image":"images/607_003293.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132397002\",\"ncf\":\"B0295109406\",\"fecha_comprobante\":\"20240212\",\"monto_facturado\":27719.00,\"itbis_facturado\":4989.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15930.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16778.42,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NINOSKA MARGARITA VELASQUEZ MATOS\\nRNC EMISOR: 00114501182\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO NAVARRO RODRIGUEZ D & E SRL\\nRNC CLIENTE: 132397002\\nFACTURA DE CREDITO FISCAL\\nNCF: B0295109406\\nFACTURA NO.: 1378424\\nAUTORIZACION: 972082681\\nTELEFONO: 809-477-1360\\nFECHA: 12/02/2024  HORA: 12:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  23,720.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,080.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     454.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,340.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,125.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,719.00\\nITBIS RD$       4,989.42\\nTOTAL RD$          32,708.42\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6094183\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 42364327\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00114501182"],"invoice_ids":["inv_87714898e2b815e337d4"],"observation_id":"obs_9eb8d0e0cf70e2abe446","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.91,"augmentation_metadata":{"downscale_factor":0.69,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":0.644,"brightness_factor":1.074,"blur_sigma":0.653,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":81,"documents":[{"rotation_deg":0.643,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16342215442503975896,"difficulty":"hard","split":"train"}
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{"image":"images/607_003295.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101743298\",\"ncf\":\"B0257288474\",\"fecha_comprobante\":\"20240407\",\"monto_facturado\":11950.95,\"itbis_facturado\":2151.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":14102.12,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05500349492\",\"ncf\":\"E323959605468\",\"fecha_comprobante\":\"20240120\",\"monto_facturado\":7864.99,\"itbis_facturado\":1415.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9280.69,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MX MAXIMA\\nRNC EMISOR: 130410313\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YENCY GARCIA & ASOCIADOS C POR A\\nRNC CLIENTE: 101743298\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0257288474\\nFACTURA NO.: 5673748\\nAUTORIZACION: 30895621\\nTELEFONO: 809-688-7752\\nFECHA: 07/04/2024  HORA: 15:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO\\n                                     436.00\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                   1,472.50\\n    1  SERVICIO  CORTE Y PEINADO\\n                                     544.95\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                   2,780.00\\n    5  UNIDAD    CHAMPU PROFESIONAL\\n                                   6,717.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,950.95\\nITBIS RD$       2,151.17\\nTOTAL RD$          14,102.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7571974\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 96268690\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nALFREDO DE JESUS ROSARIO ALEJO\\nRNC EMISOR: 00104854682\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RIGO ALBERTO RODRIGUEZ MARTINEZ\\nRNC CLIENTE: 05500349492\\nFACTURA DE CREDITO FISCAL\\nNCF E323959605468\\nFACTURA NO.: 0372495\\nAUTORIZACION: 356023244\\nTELEFONO: 809-457-3898\\nFECHA: 20/01/2024  HORA: 09:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    FILTRO DE ACEITE\\n                                   4,335.00\\n    1  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   3,529.99\\n-------------------------------------------\\nSUBTOTAL RD$        7,864.99\\nITBIS RD$       1,415.70\\nTOTAL RD$           9,280.69\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9044887\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 67792112\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\"}","template_ids":[0,5],"business_categories":["belleza","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130410313","00104854682"],"invoice_ids":["inv_f48790c37d415c687012","inv_e7882ddc8b0c51f1908c"],"observation_id":"obs_92f1dcc49ee9d8aceac7","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":6.33,"augmentation_metadata":{"downscale_factor":0.848,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":1.005,"brightness_factor":1.06,"blur_sigma":0.011,"crop_applied":false,"camera_distance_factors":[0.999,0.913],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.69,"jpeg_quality":91,"documents":[{"rotation_deg":1.302,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.923,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4495923330867008785,"difficulty":"medium","split":"test"}
{"image":"images/606_003296.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02700366905\",\"ncf\":\"E321838976418\",\"fecha_comprobante\":\"20250526\",\"monto_facturado_servicios\":705.00,\"monto_facturado_bienes\":5221.99,\"itbis_facturado\":1066.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101840013\",\"ncf\":\"E323637674341\",\"fecha_comprobante\":\"20250825\",\"monto_facturado_servicios\":90812.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16346.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CRISTOBAL RAFAEL GARCIA GONZALEZ\\nCRISTOBAL RAFAEL GARCIA GONZALEZ\\nRNC 02700366905\\nCLIENTE: DENTALAND SRL\\nRNC CLIENTE: 133089475\\nFACTURA DE CREDITO FISCAL\\nNCF: E321838976418\\nFACTURA NO.: 5034033\\nAUTORIZACION: 799682939\\nTELEFONO: 809-885-2712\\nFECHA: 26/05/2025  HORA: 17:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     423.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,443.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     705.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,355.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,926.99\\nITBIS 18% RD$       1,066.86\\nTOTAL RD$           6,993.85\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 780191\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 51769057\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nP REYES COMUNICACIONES S A\\nP REYES COMUNICACIONES S A\\nRNC EMISOR: 101840013\\nCLIENTE: JUAN CARLOS BELLO RODRIGUEZ\\nRNC CLIENTE: 06000193463\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323637674341\\nFACTURA NO.: 0141710\\nAUTORIZACION: 848074279\\nTELEFONO: 809-737-5017\\nFECHA: 25/08/2025  HORA: 19:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         32,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    5,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       27,500.00\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS    25,812.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       90,812.00\\nITBIS RD$      16,346.16\\nTOTAL RD$         107,158.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9450565\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 63366212\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02700366905","101840013"],"invoice_ids":["inv_ebb950d7fd23528fdc84","inv_a0a741cf60a976f946b0"],"observation_id":"obs_f35e4f31971fe4a4f516","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.707,"brightness_factor":1.004,"blur_sigma":0.441,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.97,"jpeg_quality":79,"documents":[{"rotation_deg":-0.868,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.747,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15943215471936813276,"difficulty":"medium","split":"test"}
{"image":"images/607_003297.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"102317242\",\"ncf\":\"B0208217540\",\"fecha_comprobante\":\"20250109\",\"monto_facturado\":25041.00,\"itbis_facturado\":4507.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":52.00,\"efectivo\":13962.27,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15638.11,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02300734742\",\"ncf\":\"B0159686289\",\"fecha_comprobante\":\"20240409\",\"monto_facturado\":484406.99,\"itbis_facturado\":87193.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":571600.25}],\"ocr\":\"MEDICAL MENNOVADIAZ WRAPS\\nRNC EMISOR: 132215958\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REPUESTOS USADOS VASQUEZ Y ASOCIADOS S\\nRNC CLIENTE: 102317242\\nFACTURA DE CREDITO FISCAL\\nNCF: B0208217540\\nFACTURA NO.: 0071759\\nAUTORIZACION: 589514412\\nTELEFONO: 809-262-1819\\nFECHA: 09/01/2025  HORA: 14:22\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  9,070.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                 13,911.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    520.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                    666.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    874.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       25,041.00\\nITBIS 18% RD$       4,507.38\\nPROPINA LEGAL RD$        52.00\\nTOTAL RD$          29,600.38\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9427042\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nRESIDENCIAL AVRIL II\\nRNC EMISOR: 430211281\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRUTARCO MORILLO\\nRNC CLIENTE: 02300734742\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0159686289\\nFACTURA NO.: 2185145\\nAUTORIZACION: 600300163\\nTELEFONO: 809-634-5643\\nFECHA: 09/04/2024  HORA: 11:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       35,232.99\\n    5  MES       ALQUILER DE LOCAL          416,885.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   23,500.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    8,789.00\\n----------------------------------------------\\nSUB-TOTAL RD$      484,406.99\\nIMPUESTO ITBIS RD$      87,193.26\\nTOTAL RD$         571,600.25\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 1404483\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 12211328\\nRAI\"}","template_ids":[9,13],"business_categories":["comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132215958","430211281"],"invoice_ids":["inv_aec752b32cb60d90911a","inv_7395fe9cec1c6810d75b"],"observation_id":"obs_2ebe41303fc1d72094a5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.38,"augmentation_metadata":{"downscale_factor":0.889,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":1.104,"brightness_factor":1.049,"blur_sigma":0.844,"crop_applied":false,"camera_distance_factors":[0.887,0.902],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":22.23,"jpeg_quality":89,"documents":[{"rotation_deg":-1.051,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.467,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"RAI"}]},"num_invoices":2,"seed":12674674857907460936,"difficulty":"medium","split":"test"}
{"image":"images/606_003298.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100680602\",\"ncf\":\"B1583514992\",\"fecha_comprobante\":\"20240123\",\"monto_facturado_servicios\":34834.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6270.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130571562\",\"ncf\":\"B1402021310\",\"fecha_comprobante\":\"20251025\",\"monto_facturado_servicios\":1566.00,\"monto_facturado_bienes\":7134.75,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130875596\",\"ncf\":\"B1480268581\",\"fecha_comprobante\":\"20250825\",\"monto_facturado_servicios\":25000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MARIO EMILIO PEREZ SANCHEZ\\nMARIO EMILIO PEREZ SANCHEZ\\nRNC 00100680602\\nCLIENTE: COSTA ARENA BEACH HOTEL YB SRL\\nRNC CLIENTE: 130968667\\nFACTURA DE CREDITO FISCAL\\nNCF B1583514992\\nFACTURA NO.: 9980827\\nAUTORIZACION: 160776754\\nTELEFONO: 809-389-7375\\nFECHA: 23/01/2024  HORA: 18:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  25,862.50\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   8,972.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,834.50\\nITBIS 18% RD$       6,270.21\\nTOTAL RD$          41,104.71\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 5145156\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCHANGLE MANAGEMENT CORP\\nCHANGLE MANAGEMENT CORP\\nRNC EMISOR: 130571562\\nCLIENTE: COMERCIALIZADORA DE METALES\\nCOMETDOM SR\\nRNC CLIENTE: 130979103\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1402021310\\nFACTURA NO.: 8663073\\nAUTORIZACION: 956554368\\nTELEFONO: 809-262-6236\\nFECHA: 25/10/2025  HORA: 20:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,669.75\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   5,465.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,566.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,700.75\\nITBIS 18% RD$           0.00\\nTOTAL RD$           8,700.75\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6673587\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 54818709\\n\\n--- FACTURA ---\\n\\nPAU EVENTOS & CATERING\\nPAU EVENTOS & CATERING EIRL\\nRNC 130875596\\nCLIENTE: MATEO DE LEON & ASOCIADOS\\nMADELANAS SRL\\nRNC CLIENTE: 131031315\\nFACTURA DE CREDITO FISCAL\\nNCF: B1480268581\\nFACTURA NO.: 2623009\\nAUTORIZACION: 483376519\\nTELEFONO: 809-456-1741\\nFECHA: 25/08/2025  HORA: 08:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  19,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                   6,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       25,000.00\\nIMPUESTO ITBIS RD$       4,500.00\\nTOTAL RD$          29,500.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6803683\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 73495816\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0,1],"business_categories":["publicidad_impresion","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00100680602","130571562","130875596"],"invoice_ids":["inv_c740ca9812a77f2ed604","inv_2cf61dcd3edb928506f8","inv_3296d4fcc411ca954dca"],"observation_id":"obs_9adf2d09cd79cd56b66d","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":4.53,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.976,"brightness_factor":1.006,"blur_sigma":0.106,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":40.77,"jpeg_quality":96,"documents":[{"rotation_deg":0.494,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.268,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.577,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13430212079431634342,"difficulty":"hard","split":"train"}
{"image":"images/607_003299.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133321701\",\"ncf\":\"E315141877468\",\"fecha_comprobante\":\"20241126\",\"monto_facturado\":58330.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":337.30,\"monto_propina_legal\":0.00,\"efectivo\":58668.25,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONDOMINIO NUEVA CANA 173 COUNTRY & GOLF\\nRNC EMISOR: 430249351\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL KAYAMB AUTO IMPORT SRL\\nRNC CLIENTE: 133321701\\nFACTURA DE CREDITO FISCAL\\nNCF E315141877468\\nFACTURA NO.: 0155311\\nAUTORIZACION: 295791702\\nTELEFONO: 809-906-1880\\nFECHA: 26/11/2024  HORA: 10:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       33,161.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   25,169.95\\n----------------------------------------------\\nSUBTOTAL RD$       58,330.95\\nITBIS RD$           0.00\\nOTROS IMPUESTOS RD$     337.30\\nTOTAL RD$          58,668.25\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8199307\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 77124219\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430249351"],"invoice_ids":["inv_946c4d263e348f373950"],"observation_id":"obs_4650b1835a19b531a338","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.8,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.651,"brightness_factor":1.019,"blur_sigma":0.427,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.24,"jpeg_quality":87,"documents":[{"rotation_deg":0.65,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1581913078313285843,"difficulty":"medium","split":"train"}
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{"image":"images/607_003353.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00100994938\",\"ncf\":\"B0249536475\",\"fecha_comprobante\":\"20240327\",\"monto_facturado\":32413.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":21476.63,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10937.36,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"22600104115\",\"ncf\":\"B0118901028\",\"fecha_comprobante\":\"20250628\",\"monto_facturado\":15000.00,\"itbis_facturado\":2700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":17700.00},{\"rnc\":\"133378426\",\"ncf\":\"E311214946692\",\"fecha_comprobante\":\"20250111\",\"monto_facturado\":3757.48,\"itbis_facturado\":609.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":4367.32}],\"ocr\":\"CENTRO DENTAL MORA TAVARAS CEDEMTA\\nRNC EMISOR: 01200043600\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA JOSEFINA PIMENTEL BOVE\\nRNC CLIENTE: 00100994938\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0249536475\\nFACTURA NO.: 4132690\\nAUTORIZACION: 841025612\\nTELEFONO: 809-858-6466\\nFECHA: 27/03/2024  HORA: 10:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                   3,468.99\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                  25,187.00\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                   3,758.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       32,413.99\\nITBIS 18% RD$           0.00\\nTOTAL RD$          32,413.99\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5799927\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPOZA DE BOJOLO\\nRNC EMISOR: 07100055776\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YSAIA VENTURA GARCIA\\nRNC CLIENTE: 22600104115\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0118901028\\nFACTURA NO.: 0396307\\nAUTORIZACION: 602862470\\nTELEFONO: 809-213-9202\\nFECHA: 28/06/2025  HORA: 10:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  15,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,000.00\\nITBIS 18% RD$       2,700.00\\nTOTAL RD$          17,700.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 5379534\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 54548140\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\\n\\n--- FACTURA ---\\n\\nCOME 2 DRINK LIQUOR STORE C POR A\\nRNC EMISOR: 130564711\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA JIANWEI CHEN SRL\\nRNC CLIENTE: 133378426\\nFACTURA DE CREDITO FISCAL\\nNCF E311214946692\\nFACTURA NO.: 3803742\\nAUTORIZACION: 704231837\\nTELEFONO: 809-452-7112\\nFECHA: 11/01/2025  HORA: 15:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  LIBRA     HARINA DE TRIGO LIBRA\\n                                      57.98\\n    4  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   3,388.00\\n    7  LIBRA     AZUCAR CREMA LIBRA\\n                                     311.50\\n-------------------------------------------\\nSUB-TOTAL RD$        3,757.48\\nITBIS 18% RD$         609.84\\nTOTAL RD$           4,367.32\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 5084939\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 35155938\"}","template_ids":[1,0,5],"business_categories":["salud","profesional","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["01200043600","07100055776","130564711"],"invoice_ids":["inv_2df7adfd2c7ef8bdaecd","inv_084a2aca0660f4ed365c","inv_1beb93d4b60c783df194"],"observation_id":"obs_4b8a6a72cad30c8727cc","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.64,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.944,"brightness_factor":1.018,"blur_sigma":0.234,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.43,"jpeg_quality":94,"documents":[{"rotation_deg":0.727,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.496,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.164,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11900999108906921409,"difficulty":"hard","split":"train"}
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{"image":"images/607_003355.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01800324079\",\"ncf\":\"B0174779248\",\"fecha_comprobante\":\"20240806\",\"monto_facturado\":29188.39,\"itbis_facturado\":5253.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":34442.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KELVIN LEOCLIDES RECIO NOVAS\\nRNC EMISOR: 22300185844\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN MARTINEZ PEREZ\\nRNC CLIENTE: 01800324079\\nFACTURA DE CREDITO FISCAL\\nNCF B0174779248\\nFACTURA NO.: 1515754\\nAUTORIZACION: 106019291\\nTELEFONO: 809-821-2090\\nFECHA: 06/08/2024  HORA: 10:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,875.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,409.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,477.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,989.90\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,436.00\\n-------------------------------------------\\nSUBTOTAL RD$       29,188.39\\nITBIS 18% RD$       5,253.91\\nTOTAL RD$          34,442.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 185903\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["22300185844"],"invoice_ids":["inv_f18976359a6c7f2dbdd9"],"observation_id":"obs_d95f79d55783a5cac307","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":9.75,"augmentation_metadata":{"downscale_factor":0.602,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.952,"brightness_factor":0.999,"blur_sigma":0.863,"crop_applied":false,"camera_distance_factors":[0.988],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.05,"jpeg_quality":64,"documents":[{"rotation_deg":4.871,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7277444244765047687,"difficulty":"very_hard","split":"train"}
{"image":"images/606_003356.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131493734\",\"ncf\":\"B1583571447\",\"fecha_comprobante\":\"20250916\",\"monto_facturado_servicios\":28407.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5113.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"DOÑA ESTELA BOAT SERVICES & RESTAURANT\\nDOÑA ESTELA BOAT SERVICES & RESTAURANT SRL\\nRNC EMISOR: 131493734\\nCLIENTE: CARALVA 172 LLC\\nRNC CLIENTE: 131864074\\nFACTURA DE CREDITO FISCAL\\nNCF B1583571447\\nFACTURA NO.: 3725078\\nAUTORIZACION: 24611551\\nTELEFONO: 809-629-9692\\nFECHA: 16/09/2025  HORA: 20:11\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  VIAJE     SERVICIO DE MENSAJERIA\\n                                                  6,540.00\\n    3  VIAJE     TRANSPORTE DE CARGA\\n                                                 21,867.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       28,407.00\\nIMPUESTO ITBIS RD$       5,113.26\\nTOTAL RD$          33,520.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8864712\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 35890607\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["131493734"],"invoice_ids":["inv_d8fc0df3a49fc9e7f928"],"observation_id":"obs_446759a2a3ebb1c8cbb9","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":9.8,"augmentation_metadata":{"downscale_factor":0.981,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.968,"brightness_factor":0.91,"blur_sigma":0.213,"crop_applied":false,"camera_distance_factors":[0.932],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.01,"jpeg_quality":93,"documents":[{"rotation_deg":0.339,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16897546453011633404,"difficulty":"light","split":"validation"}
{"image":"images/607_003357.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131797581\",\"ncf\":\"E312732884091\",\"fecha_comprobante\":\"20241214\",\"monto_facturado\":192000.00,\"itbis_facturado\":34560.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":226560.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELIZABETH MARIA CRUZ HERNANDEZ HERNANDEZ\\nRNC EMISOR: 00105509665\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMSOID CAFFE SRL\\nRNC CLIENTE: 131797581\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312732884091\\nFACTURA NO.: 6149635\\nAUTORIZACION: 749946695\\nTELEFONO: 809-775-8821\\nFECHA: 14/12/2024  HORA: 20:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 149,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  35,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                   6,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   2,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      192,000.00\\nITBIS 18% RD$      34,560.00\\nTOTAL RD$         226,560.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3398515\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 91068386\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00105509665"],"invoice_ids":["inv_a1bfde7de533093ffe30"],"observation_id":"obs_978fc258c46b09273fb7","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.3,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.656,"brightness_factor":1.119,"blur_sigma":0.385,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.58,"jpeg_quality":77,"documents":[{"rotation_deg":0.701,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5488703398425005524,"difficulty":"hard","split":"train"}
{"image":"images/606_003358.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131876791\",\"ncf\":\"E455808601188\",\"fecha_comprobante\":\"20241016\",\"monto_facturado_servicios\":65241.00,\"monto_facturado_bienes\":1136.00,\"itbis_facturado\":11947.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"VIGATA DEVELOPMENT\\nVIGATA DEVELOPMENT SRL\\nRNC 131876791\\nCLIENTE: THELMA MARGARITA ALT MEJIA\\nLLUBERES\\nRNC CLIENTE: 00100601566\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455808601188\\nFACTURA NO.: 5064811\\nAUTORIZACION: 78623913\\nTELEFONO: 809-276-5606\\nFECHA: 16/10/2024  HORA: 18:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DESARROLLO DE SOFTWARE\\n                                  56,069.00\\n    1  SERVICIO  SOPORTE TECNICO\\n                                   9,172.00\\n    1  UNIDAD    CABLE DE RED CAT6\\n                                   1,136.00\\n-------------------------------------------\\nSUBTOTAL RD$       66,377.00\\nIMPUESTO ITBIS RD$      11,947.86\\nTOTAL RD$          78,324.86\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 5655254\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["tecnologia"],"catalog_sources":[["curated"]],"issuer_rncs":["131876791"],"invoice_ids":["inv_702734639637bd9ec322"],"observation_id":"obs_86439c382c04e1872cfc","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.48,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.029,"brightness_factor":0.994,"blur_sigma":0.087,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":92,"documents":[{"rotation_deg":-0.663,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":848611605509702981,"difficulty":"light","split":"test"}
{"image":"images/607_003359.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00116871724\",\"ncf\":\"E324612670551\",\"fecha_comprobante\":\"20251121\",\"monto_facturado\":7035.50,\"itbis_facturado\":1266.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":8301.89,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130067821\",\"ncf\":\"B1529261920\",\"fecha_comprobante\":\"20241222\",\"monto_facturado\":15153.50,\"itbis_facturado\":2727.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17881.13,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EXECORP S A\\nRNC EMISOR: 130539944\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DANIEL JESUS RAMIREZ RAMIREZ\\nRNC CLIENTE: 00116871724\\nFACTURA DE CREDITO FISCAL\\nNCF E324612670551\\nFACTURA NO.: 3567265\\nAUTORIZACION: 169912126\\nTELEFONO: 809-674-1067\\nFECHA: 21/11/2025  HORA: 13:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     653.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,382.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,035.50\\nITBIS 18% RD$       1,266.39\\nTOTAL RD$           8,301.89\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6594006\\nGRACIAS POR SU COMPRA\\nESA\\n\\n--- FACTURA ---\\n\\nINVERSIONES LOPEZ INOA\\nRNC EMISOR: 131911781\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGROINDUSTRIAL LA ESPERANZA S A\\nRNC CLIENTE: 130067821\\nFACTURA DE CREDITO FISCAL\\nNCF: B1529261920\\nFACTURA NO.: 9922774\\nAUTORIZACION: 219401641\\nTELEFONO: 809-915-2760\\nFECHA: 22/12/2024  HORA: 17:39\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 12,860.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,062.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,231.50\\n----------------------------------------------------------\\nSUB-TOTAL RD$       15,153.50\\nITBIS RD$       2,727.63\\nTOTAL RD$          17,881.13\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1072639\\nGRACIAS POR SU COMPRA\\nVerificado\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130539944","131911781"],"invoice_ids":["inv_b728df4ae247f6d8a90f","inv_fc8d8008109a6fea548a"],"observation_id":"obs_a5c4a73c2f85b7c542e1","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.66,"augmentation_metadata":{"downscale_factor":0.525,"red_scale":0.946,"blue_scale":1.054,"contrast_factor":0.926,"brightness_factor":0.888,"blur_sigma":1.099,"crop_applied":false,"camera_distance_factors":[0.984,0.997],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":57.6,"jpeg_quality":75,"documents":[{"rotation_deg":-3.76,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.478,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"ESA"},{"kind":"none","text":""}]},"num_invoices":2,"seed":14765291813514589388,"difficulty":"very_hard","split":"train"}
{"image":"images/606_003360.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04800876775\",\"ncf\":\"B0175345844\",\"fecha_comprobante\":\"20240420\",\"monto_facturado_servicios\":120500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21690.00,\"impuesto_selectivo_al_consumo\":12050.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"DAYLEYNI ALTAGRACIA ORTIZ FERNANDEZ\\nDAYLEYNI ALTAGRACIA ORTIZ FERNANDEZ\\nRNC: 04800876775\\nCLIENTE: INVERSIONES FHEJUCA C POR A\\nRNC CLIENTE: 130086796\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0175345844\\nFACTURA NO.: 2127344\\nAUTORIZACION: 653961557\\nTELEFONO: 809-324-2285\\nFECHA: 20/04/2024  HORA: 10:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  32,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  12,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   5,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  71,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      120,500.00\\nITBIS RD$      21,690.00\\nIMP. SELECTIVO RD$  12,050.00\\nTOTAL RD$         154,240.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1405661\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 16423265\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDAO\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["04800876775"],"invoice_ids":["inv_9ec6d2792987aea2fcac"],"observation_id":"obs_d41cd00539914e6cf073","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":8.29,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.731,"brightness_factor":1.049,"blur_sigma":0.738,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.7,"jpeg_quality":77,"documents":[{"rotation_deg":-0.957,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DAO"}]},"num_invoices":1,"seed":8626395123484071912,"difficulty":"hard","split":"train"}
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{"image":"images/607_003363.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130247412\",\"ncf\":\"E318574242336\",\"fecha_comprobante\":\"20240522\",\"monto_facturado\":2850.00,\"itbis_facturado\":513.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3363.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AMAURIS VELOZ DE LEON\\nRNC EMISOR: 40215628377\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANTENIMIENTOS Y SERVICIOS BOCA\\nCHICA S\\nRNC CLIENTE: 130247412\\nFACTURA DE CREDITO FISCAL\\nNCF E318574242336\\nFACTURA NO.: 4450361\\nAUTORIZACION: 202824967\\nTELEFONO: 809-493-7233\\nFECHA: 22/05/2024  HORA: 20:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,850.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,850.00\\nIMPUESTO ITBIS RD$         513.00\\nTOTAL RD$           3,363.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7041582\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40215628377"],"invoice_ids":["inv_b6350ff5236562111814"],"observation_id":"obs_b2a2a818c30e6258d182","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":11.68,"augmentation_metadata":{"downscale_factor":0.977,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.008,"brightness_factor":0.993,"blur_sigma":0.215,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":90,"documents":[{"rotation_deg":-0.649,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":18314539700155393401,"difficulty":"light","split":"train"}
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{"image":"images/606_003366.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108183211\",\"ncf\":\"E320220034803\",\"fecha_comprobante\":\"20250717\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":60.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132742801\",\"ncf\":\"B0259642383\",\"fecha_comprobante\":\"20240707\",\"monto_facturado_servicios\":3156.00,\"monto_facturado_bienes\":2471.00,\"itbis_facturado\":1012.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"COLMADO MICHAEL\\nMINOLIN PUJOLS PUJOLS\\nRNC: 00108183211\\nCLIENTE: MATCORT CARGO TRADE & COURIER SRL\\nRNC CLIENTE: 133189682\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320220034803\\nFACTURA NO.: 0731450\\nAUTORIZACION: 721003107\\nTELEFONO: 809-904-8890\\nFECHA: 17/07/2025  HORA: 18:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  LIBRA     HARINA DE TRIGO LIBRA\\n                                      60.00\\n-------------------------------------------\\nSUBTOTAL RD$           60.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$              60.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7079715\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 38693375\\nCM\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nEQUIPOS Y AGREGADOS HDGCL\\nEQUIPOS Y AGREGADOS HDGCL SRL\\nRNC 132742801\\nCLIENTE: WEIFENG LI\\nRNC CLIENTE: 00116313388\\nFACTURA DE CREDITO FISCAL\\nNCF: B0259642383\\nFACTURA NO.: 5019081\\nAUTORIZACION: 825793675\\nTELEFONO: 809-209-4476\\nFECHA: 07/07/2024  HORA: 14:20\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  FUNDA     CEMENTO GRIS 42.5 KG\\n                                                  2,196.00\\n    5  LIBRA     CLAVOS CORRIENTES 2 PULGADAS\\n                                                    275.00\\n    4  DIA       ALQUILER TALADRO PERCUTOR\\n                                                  3,156.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        5,627.00\\nITBIS 18% RD$       1,012.86\\nTOTAL RD$           6,639.86\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 3687812\\nGRACIAS POR SU COMPRA\\nCopia cliente\"}","template_ids":[5,9],"business_categories":["colmado_alimentos","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00108183211","132742801"],"invoice_ids":["inv_254b37bd3a5221d3de48","inv_a207bd4d3e530a486bf3"],"observation_id":"obs_2ff526c80d41036f06ab","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":6.88,"augmentation_metadata":{"downscale_factor":0.641,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.81,"brightness_factor":1.092,"blur_sigma":0.338,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.6,"jpeg_quality":72,"documents":[{"rotation_deg":0.771,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.134,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CM"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5503558308513332159,"difficulty":"hard","split":"train"}
{"image":"images/607_003367.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101846429\",\"ncf\":\"E327342312178\",\"fecha_comprobante\":\"20250610\",\"monto_facturado\":37755.50,\"itbis_facturado\":6795.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":44551.49,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FARMACIA VICTORIO\\nRNC EMISOR: 131647723\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERRETERIA JACQUELIN C POR A\\nRNC CLIENTE: 101846429\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327342312178\\nFACTURA NO.: 1542108\\nAUTORIZACION: 325286964\\nTELEFONO: 809-794-8642\\nFECHA: 10/06/2025  HORA: 12:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          2,362.50\\n    5  UNIDAD    EQUIPO ELECTRICO            33,780.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,613.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       37,755.50\\nITBIS 18% RD$       6,795.99\\nTOTAL RD$          44,551.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7964572\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 46787428\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nARCHIVADO\"}","template_ids":[10],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131647723"],"invoice_ids":["inv_5e18db003d1db335ef79"],"observation_id":"obs_f87ebd2022e5357cd425","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.998,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.49,"jpeg_quality":97,"documents":[{"rotation_deg":0.089,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10748538436327253066,"difficulty":"clean","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 37763314\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPAGADO\\n\\n--- FACTURA ---\\n\\nVISTA LOMAS BY DCR\\nVISTA LOMAS BY DCR EIRL\\nRNC EMISOR: 133753359\\nCLIENTE: CARMEN DOLORES POLANCO ROSARIO DE DE LO\\nRNC CLIENTE: 00111677407\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1503591272\\nFACTURA NO.: 4516707\\nAUTORIZACION: 230841763\\nTELEFONO: 809-595-1339\\nFECHA: 12/03/2025  HORA: 11:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA        8,000.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION    7,059.00\\n    4  UNIDAD    BOMBILLO LED 9 W               632.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,691.00\\nIMPUESTO ITBIS RD$       2,824.38\\nTOTAL RD$          18,515.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1407729\\nGRACIAS POR SU COMPRA\\nVLB\\nCOPIA\\n\\n--- FACTURA ---\\n\\nJUNTA CENTRO EDUCATIVO 17058 PROF EUGENIO\\nJUNTA CENTRO EDUCATIVO 17058 PROF EUGENIO\\nDE JES\\nRNC 430392162\\nCLIENTE: HILARIO\\nLAURENCI\\nRNC CLIENTE: 00500233069\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0167920816\\nFACTURA NO.: 7544875\\nAUTORIZACION: 270595003\\nTELEFONO: 809-411-4608\\nFECHA: 20/03/2024  HORA: 13:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,135.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  23,824.00\\n-------------------------------------------\\nSUB-TOTAL RD$       32,959.00\\nITBIS RD$       5,932.62\\nTOTAL RD$          38,891.62\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 3861989\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 13293047\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJCE\\n\\n--- FACTURA ---\\n\\nAQUACIELO\\nAQUACIELO SRL\\nRNC: 132920708\\nCLIENTE: AGROPEACUICOLA CONSULTORIA DE LA\\nCRUZ R\\nRNC CLIENTE: 133271532\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1534257659\\nFACTURA NO.: 7028142\\nAUTORIZACION: 145884246\\nTELEFONO: 809-995-5614\\nFECHA: 01/05/2025  HORA: 13:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,195.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,979.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,630.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,804.00\\nITBIS RD$           0.00\\nTOTAL RD$          15,804.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4223278\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 35647071\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFMA\\n\\n--- FACTURA ---\\n\\nAMILKAN NERY CORDERO PAULINO\\nAMILKAN NERY CORDERO PAULINO\\nRNC EMISOR: 00115623175\\nCLIENTE: CONSTRUCTORA MON VR SRL\\nRNC CLIENTE: 132267631\\nFACTURA DE CREDITO FISCAL\\nNCF: B0210883685\\nFACTURA NO.: 0800503\\nAUTORIZACION: 205095111\\nTELEFONO: 809-283-9522\\nFECHA: 18/03/2024  HORA: 20:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    CHAMPU PROFESIONAL\\n                                   4,525.00\\n    2  UNIDAD    TINTE PARA CABELLO\\n                                   2,512.00\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                   1,227.00\\n    1  SERVICIO  CORTE Y PEINADO\\n                                     507.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,771.00\\nITBIS 18% RD$       1,578.78\\nTOTAL RD$          10,349.78\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7335038\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 17892611\\nANC\\n\\n--- FACTURA ---\\n\\nSALON ARGELIA\\nMAGDALENA GONZALEZ DE LA CRUZ\\nRNC EMISOR: 04900609811\\nCLIENTE: LEO MARINE MATOS\\nRNC CLIENTE: 06900024172\\nFACTURA DE CREDITO FISCAL\\nNCF: E327075739509\\nFACTURA NO.: 7556278\\nAUTORIZACION: 757529065\\nTELEFONO: 809-633-6043\\nFECHA: 20/02/2024  HORA: 15:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          1,167.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,167.00\\nITBIS 18% RD$         210.06\\nTOTAL RD$           1,377.06\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 8602152\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 96426689\\nSA\\n\\n--- FACTURA ---\\n\\nJOSE MIGUEL GONZALEZ MORONTA\\nJOSE MIGUEL GONZALEZ MORONTA\\nRNC EMISOR: 00400015384\\nCLIENTE: SANTOS ALBERTO VASQUEZ FABIAN\\nRNC CLIENTE: 03101116535\\nFACTURA DE CREDITO FISCAL\\nNCF: E327793739896\\nFACTURA NO.: 4982663\\nAUTORIZACION: 18745229\\nTELEFONO: 809-573-1207\\nFECHA: 16/08/2025  HORA: 11:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        25,860.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,205.00\\n    5  UNIDAD    EQUIPO ELECTRICO            40,930.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,531.96\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,672.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       75,198.96\\nITBIS 18% RD$      13,535.81\\nTOTAL RD$          88,734.77\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5159912\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003382.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100014810\",\"ncf\":\"E314520897340\",\"fecha_comprobante\":\"20240619\",\"monto_facturado_servicios\":29089.50,\"monto_facturado_bienes\":15021.00,\"itbis_facturado\":7939.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"06600151861\",\"ncf\":\"E446896704148\",\"fecha_comprobante\":\"20240511\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":24093.96,\"itbis_facturado\":4336.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":39.47,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ANNA LILIAN JANET DEL VILLAR FIGUEREO FIGU\\nANNA LILIAN JANET DEL VILLAR FIGUEREO\\nFIGUEREO\\nRNC: 00100014810\\nCLIENTE: EMA STRATEGIC PROPERTIES EIRL\\nRNC CLIENTE: 133670194\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314520897340\\nFACTURA NO.: 2762863\\nAUTORIZACION: 134802554\\nTELEFONO: 809-915-2504\\nFECHA: 19/06/2024  HORA: 13:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    BANNER PUBLICITARIO\\n                                  15,021.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   2,471.50\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                  15,911.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                  10,707.00\\n-------------------------------------------\\nSUBTOTAL RD$       44,110.50\\nIMPUESTO ITBIS RD$       7,939.89\\nTOTAL RD$          52,050.39\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5762444\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 73946389\\n\\n--- FACTURA ---\\n\\nNICOLAS DE JESUS BRITO DE JESUS\\nNICOLAS DE JESUS BRITO DE JESUS\\nRNC 06600151861\\nCLIENTE: HENRY NELSON BOURNIGAL PELLETIER\\nRNC CLIENTE: 00101610285\\nFACTURA DE CREDITO FISCAL\\nNCF E446896704148\\nFACTURA NO.: 9931812\\nAUTORIZACION: 703958875\\nTELEFONO: 809-910-2207\\nFECHA: 11/05/2024  HORA: 10:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,423.96\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  15,212.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,448.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,550.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,460.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       24,093.96\\nIMPUESTO ITBIS RD$       4,336.91\\nOTROS IMPUESTOS RD$      39.47\\nTOTAL RD$          28,470.34\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4511640\\nGRACIAS POR SU COMPRA\\nAPROBADO\"}","template_ids":[1,0],"business_categories":["publicidad_impresion","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00100014810","06600151861"],"invoice_ids":["inv_b3f7cc994f7f3728e82b","inv_da31405c26d9117d8d26"],"observation_id":"obs_927003cbbc092b2d6cc8","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":6.79,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.593,"brightness_factor":1.057,"blur_sigma":0.69,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.54,"jpeg_quality":87,"documents":[{"rotation_deg":1.448,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":1.206,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8811018574810030138,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nWERLIN GABRIEL PUJOLS PUJOLS\\nRNC EMISOR: 01001070026\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PANTALEON CEPEDA ABREU\\nRNC CLIENTE: 05300275582\\nFACTURA DE CREDITO FISCAL\\nNCF B1599397033\\nFACTURA NO.: 6877420\\nAUTORIZACION: 965724069\\nTELEFONO: 809-660-5053\\nFECHA: 02/10/2025  HORA: 12:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                  10,770.00\\n    2  UNIDAD    CAMISA DE VESTIR\\n                                   5,576.00\\n    5  UNIDAD    GORRA BORDADA\\n                                   5,090.00\\n    4  UNIDAD    CALZADO CASUAL\\n                                  13,807.96\\n-------------------------------------------\\nSUB-TOTAL RD$       35,243.96\\nITBIS 18% RD$       6,343.91\\nTOTAL RD$          41,587.87\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8201620\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 23562886\\nWGP\\n\\n--- FACTURA ---\\n\\nALUMNI MARKETING\\nRNC EMISOR: 131729721\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOME PROPERTY OWNERS ASSOCIATION\\nPLAYA\\nRNC CLIENTE: 430066222\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1413391572\\nFACTURA NO.: 7960201\\nAUTORIZACION: 654580320\\nTELEFONO: 809-847-9835\\nFECHA: 19/03/2024  HORA: 15:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  20,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,000.00\\nITBIS 18% RD$       3,600.00\\nTOTAL RD$          23,600.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 1284522\\nGRACIAS POR SU COMPRA\\nAM\"}","template_ids":[7,5,1],"business_categories":["colmado_alimentos","ropa_comercio","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00104569769","01001070026","131729721"],"invoice_ids":["inv_0fa7c1001fe00c9d4d8b","inv_2eba36e35de474e32ca5","inv_1a1a0e31e20cada7d7dd"],"observation_id":"obs_3df228adf532ba8d5cfd","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.787,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.99,"brightness_factor":1.023,"blur_sigma":0.079,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":44.81,"jpeg_quality":85,"documents":[{"rotation_deg":1.91,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.989,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.488,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"WGP"},{"kind":"initials","text":"AM"}]},"num_invoices":3,"seed":11033020929166316079,"difficulty":"hard","split":"train"}
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{"image":"images/607_003385.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40212512228\",\"ncf\":\"B0106761961\",\"fecha_comprobante\":\"20250128\",\"monto_facturado\":14438.00,\"itbis_facturado\":2598.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":17036.84,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"STEVEN MOYA\\nRNC EMISOR: 132745531\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELSY MELISSA OZUNA VASQUEZ\\nRNC CLIENTE: 40212512228\\nFACTURA DE CREDITO FISCAL\\nNCF B0106761961\\nFACTURA NO.: 4719992\\nAUTORIZACION: 670970963\\nTELEFONO: 809-908-5791\\nFECHA: 28/01/2025  HORA: 12:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO             8,338.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         6,100.00\\n----------------------------------------------\\nSUBTOTAL RD$       14,438.00\\nITBIS 18% RD$       2,598.84\\nTOTAL RD$          17,036.84\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3664287\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 99771564\\nARCHIVADO\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132745531"],"invoice_ids":["inv_f4e2b29ad52394742204"],"observation_id":"obs_b9cd774d752b782d3c2b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.54,"augmentation_metadata":{"downscale_factor":0.861,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":1.108,"brightness_factor":0.963,"blur_sigma":0.741,"crop_applied":false,"camera_distance_factors":[0.973],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.35,"jpeg_quality":89,"documents":[{"rotation_deg":-0.56,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10889352029736472597,"difficulty":"medium","split":"test"}
{"image":"images/606_003386.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133525976\",\"ncf\":\"B1418234911\",\"fecha_comprobante\":\"20250826\",\"monto_facturado_servicios\":215324.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":38758.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"DOYON MANON INVESTMENT\\nDOYON MANON INVESTMENT SRL\\nRNC EMISOR: 133525976\\nCLIENTE: PEQUENOS GOURMET ZF Y MUCHO MAS EIRL\\nRNC CLIENTE: 130809526\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1418234911\\nFACTURA NO.: 7472866\\nAUTORIZACION: 691725100\\nTELEFONO: 809-727-3732\\nFECHA: 26/08/2025  HORA: 10:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,928.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   19,577.00\\n    1  SERVICIO  COMISION INMOBILIARIA      181,819.00\\n----------------------------------------------\\nSUBTOTAL RD$      215,324.00\\nIMPUESTO ITBIS RD$      38,758.32\\nTOTAL RD$         254,082.32\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9574940\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133525976"],"invoice_ids":["inv_6b978b5ca416ea46ebf9"],"observation_id":"obs_2e87e009d24eb9acacae","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.896,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.932,"brightness_factor":1.011,"blur_sigma":0.665,"crop_applied":false,"camera_distance_factors":[0.935],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.34,"jpeg_quality":80,"documents":[{"rotation_deg":1.892,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11950361182471228259,"difficulty":"medium","split":"train"}
{"image":"images/607_003387.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132447573\",\"ncf\":\"B1442412425\",\"fecha_comprobante\":\"20250725\",\"monto_facturado\":334679.00,\"itbis_facturado\":60242.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":394921.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"J B IMPORT\\nRNC EMISOR: 110123337\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES TER 204 EIRL\\nRNC CLIENTE: 132447573\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1442412425\\nFACTURA NO.: 1379016\\nAUTORIZACION: 346665206\\nTELEFONO: 809-371-5154\\nFECHA: 25/07/2025  HORA: 14:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       ALQUILER DE LOCAL          140,861.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       19,966.00\\n    1  SERVICIO  COMISION INMOBILIARIA      165,605.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    8,247.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      334,679.00\\nITBIS 18% RD$      60,242.22\\nTOTAL RD$         394,921.22\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6469042\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 99520028\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["110123337"],"invoice_ids":["inv_972b0d466dedfcbdfe98"],"observation_id":"obs_79b96261beeacfa2aca3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.008,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.89,"jpeg_quality":98,"documents":[{"rotation_deg":0.14,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6128965688531219854,"difficulty":"clean","split":"train"}
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{"image":"images/607_003391.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101029501\",\"ncf\":\"E315470504306\",\"fecha_comprobante\":\"20240426\",\"monto_facturado\":40068.45,\"itbis_facturado\":7212.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":47280.77,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40226011555\",\"ncf\":\"B1595783915\",\"fecha_comprobante\":\"20240105\",\"monto_facturado\":195500.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":195500.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130533024\",\"ncf\":\"E313000013916\",\"fecha_comprobante\":\"20240120\",\"monto_facturado\":18923.99,\"itbis_facturado\":3406.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":22330.31,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IO MANUELA DEL ORBE SUAREZ\\nRNC EMISOR: 40230098390\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CHUN E NG Y YI C PIEN F FUNG\\nRNC CLIENTE: 101029501\\nFACTURA DE CREDITO FISCAL\\nNCF E315470504306\\nFACTURA NO.: 4671909\\nAUTORIZACION: 53309805\\nTELEFONO: 809-894-3453\\nFECHA: 26/04/2024  HORA: 11:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     670.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     630.95\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,585.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  35,182.50\\n-------------------------------------------\\nSUBTOTAL RD$       40,068.45\\nITBIS RD$       7,212.32\\nTOTAL RD$          47,280.77\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7884594\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 62291489\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTADL SDQ THE LEGAL OFFICE\\nRNC EMISOR: 132767187\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRISTIAN MANUEL PEGUERO GUERRA\\nRNC CLIENTE: 40226011555\\nFACTURA DE CREDITO FISCAL\\nNCF: B1595783915\\nFACTURA NO.: 1259774\\nAUTORIZACION: 881050512\\nTELEFONO: 809-381-8583\\nFECHA: 05/01/2024  HORA: 11:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  34,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  16,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  82,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  63,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      195,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         195,500.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9307056\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nTIENDA LA TUYA\\nRNC EMISOR: 130651779\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DE&CO INDUSTRIAL SRL\\nRNC CLIENTE: 130533024\\nFACTURA DE CREDITO FISCAL\\nNCF E313000013916\\nFACTURA NO.: 3970938\\nAUTORIZACION: 488906988\\nTELEFONO: 809-616-2064\\nFECHA: 20/01/2024  HORA: 15:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,873.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   5,025.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,050.99\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,935.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,040.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,923.99\\nITBIS RD$       3,406.32\\nTOTAL RD$          22,330.31\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3023860\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003394.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02301246506\",\"ncf\":\"E327490985135\",\"fecha_comprobante\":\"20250819\",\"monto_facturado_servicios\":76500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"131180108\",\"ncf\":\"E454358194365\",\"fecha_comprobante\":\"20240518\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":23661.00,\"itbis_facturado\":4258.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":77.11,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"VIN LIANG ROSA CHEA\\nVIN LIANG ROSA CHEA\\nRNC EMISOR: 02301246506\\nCLIENTE: TENEDORA INMOBILIARIA FUENSANTA S A\\nRNC CLIENTE: 130192456\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327490985135\\nFACTURA NO.: 5193035\\nAUTORIZACION: 425245023\\nTELEFONO: 809-772-8001\\nFECHA: 19/08/2025  HORA: 08:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   20,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      13,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       43,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       76,500.00\\nITBIS 18% RD$      13,770.00\\nTOTAL RD$          90,270.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5698605\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 63820522\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nARCONSTRU\\nARQUIZONE CONSTRUCCION SRL\\nRNC EMISOR: 131180108\\nCLIENTE: CN MEDICAL TRANSPORT PREVENTION AND SOL\\nRNC CLIENTE: 132264533\\nFACTURA DE CREDITO FISCAL\\nNCF: E454358194365\\nFACTURA NO.: 9685706\\nAUTORIZACION: 323605096\\nTELEFONO: 809-650-6164\\nFECHA: 18/05/2024  HORA: 11:54\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  GALON     PINTURA ACRILICA SUPERIOR 1 GAL\\n                                                  3,288.00\\n    9  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                    873.00\\n  500  PIE       ALAMBRE ELECTRICO THHN NO. 12\\n                                                 19,500.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       23,661.00\\nIMPUESTO ITBIS RD$       4,258.98\\nOTROS IMPUESTOS RD$      77.11\\nTOTAL RD$          27,997.09\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3749622\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,9],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["02301246506","131180108"],"invoice_ids":["inv_7c02ce7c5cd22c06bd87","inv_2b32ca9707ff294ad969"],"observation_id":"obs_3a0bd384267d92a9d0fa","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.039,"brightness_factor":0.976,"blur_sigma":0.033,"crop_applied":true,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":26.92,"jpeg_quality":94,"documents":[{"rotation_deg":-0.361,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.246,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1663725523330312236,"difficulty":"medium","split":"train"}
{"image":"images/607_003395.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03100965247\",\"ncf\":\"E320627201823\",\"fecha_comprobante\":\"20250320\",\"monto_facturado\":122344.95,\"itbis_facturado\":22022.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":144367.04,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VLADIMIR DE JESUS MEDRANO FRANCO\\nRNC EMISOR: 00100766260\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIEGO TOMAS SOUSA HERNANDEZ\\nRNC CLIENTE: 03100965247\\nFACTURA DE CREDITO FISCAL\\nNCF E320627201823\\nFACTURA NO.: 1716521\\nAUTORIZACION: 832815997\\nTELEFONO: 809-498-1024\\nFECHA: 20/03/2025  HORA: 16:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     TRANSPORTE DE CARGA         46,143.96\\n    2  VIAJE     SERVICIO DE MENSAJERIA       2,254.00\\n    5  VIAJE     SERVICIO DE TRANSPORTE      44,900.00\\n    1  SERVICIO  GESTION LOGISTICA           23,512.99\\n    1  SERVICIO  ALQUILER DE VEHICULO         5,534.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      122,344.95\\nITBIS 18% RD$      22,022.09\\nTOTAL RD$         144,367.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8591028\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 82339707\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["00100766260"],"invoice_ids":["inv_34f6a83670a064557ae0"],"observation_id":"obs_45223faff403c26195fa","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.037,"brightness_factor":1.005,"blur_sigma":0.171,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.82,"jpeg_quality":92,"documents":[{"rotation_deg":0.536,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12742849188974498947,"difficulty":"light","split":"train"}
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{"image":"images/607_003397.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00108148784\",\"ncf\":\"E316809399839\",\"fecha_comprobante\":\"20241215\",\"monto_facturado\":27807.50,\"itbis_facturado\":5005.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":32812.85,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSORCIO SYNERGIA RINCOCI\\nRNC EMISOR: 133544458\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN PATRICIO POLANCO YAQUE\\nRNC CLIENTE: 00108148784\\nFACTURA DE CREDITO FISCAL\\nNCF: E316809399839\\nFACTURA NO.: 8820200\\nAUTORIZACION: 165415473\\nTELEFONO: 809-872-2855\\nFECHA: 15/12/2024  HORA: 09:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA        9,000.00\\n    3  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS      474.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION    9,074.00\\n    3  METRO3    ARENA GRIS LAVADA GRUESA     7,903.50\\n    6  UNIDAD    TOMA CORRIENTE DOBLE         1,356.00\\n----------------------------------------------\\nSUB-TOTAL RD$       27,807.50\\nITBIS 18% RD$       5,005.35\\nTOTAL RD$          32,812.85\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9424237\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 49487661\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133544458"],"invoice_ids":["inv_1c7c7bbea4751e60e2ce"],"observation_id":"obs_55c6349242378ead5b54","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.64,"augmentation_metadata":{"downscale_factor":0.865,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.979,"brightness_factor":0.96,"blur_sigma":0.23,"crop_applied":true,"camera_distance_factors":[0.913],"legibility_scale_corrections":[0.0],"final_contrast_stddev":81.24,"jpeg_quality":91,"documents":[{"rotation_deg":-3.68,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13846046149126462386,"difficulty":"medium","split":"train"}
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{"image":"images/607_003399.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00105607170\",\"ncf\":\"B0113463738\",\"fecha_comprobante\":\"20250526\",\"monto_facturado\":7000.00,\"itbis_facturado\":1260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":8260.00},{\"rnc\":\"132229673\",\"ncf\":\"E446006311335\",\"fecha_comprobante\":\"20251013\",\"monto_facturado\":115500.00,\"itbis_facturado\":20790.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":136290.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RIKEL SMILL REYES ZAYAS\\nRNC EMISOR: 01800746727\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SORAYA EMILIA SOTO CASTILLO\\nRNC CLIENTE: 00105607170\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0113463738\\nFACTURA NO.: 4358144\\nAUTORIZACION: 632905470\\nTELEFONO: 809-351-2440\\nFECHA: 26/05/2025  HORA: 19:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       7,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        7,000.00\\nIMPUESTO ITBIS RD$       1,260.00\\nTOTAL RD$           8,260.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 9385169\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 49285943\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nRevisado\\n\\n--- FACTURA ---\\n\\nEVELIO FELIPE FERNANDEZ RODRIGUEZ\\nRNC EMISOR: 09600012133\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRESTATEC SRL\\nRNC CLIENTE: 132229673\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446006311335\\nFACTURA NO.: 4050312\\nAUTORIZACION: 665437545\\nTELEFONO: 809-871-8144\\nFECHA: 13/10/2025  HORA: 17:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  73,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  42,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      115,500.00\\nITBIS 18% RD$      20,790.00\\nTOTAL RD$         136,290.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9783774\\nGRACIAS POR SU COMPRA\"}","template_ids":[7,5],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01800746727","09600012133"],"invoice_ids":["inv_587980677530a9be4595","inv_c88ef8c709feef08ef48"],"observation_id":"obs_913133592906f8b88a31","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.18,"augmentation_metadata":{"downscale_factor":0.96,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":1.039,"brightness_factor":0.974,"blur_sigma":0.018,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.27,"jpeg_quality":96,"documents":[{"rotation_deg":-0.539,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.664,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13497988923912020510,"difficulty":"medium","split":"train"}
{"image":"images/606_003400.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"01600128936\",\"ncf\":\"B1507300703\",\"fecha_comprobante\":\"20240604\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":16193.50,\"itbis_facturado\":2914.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133261766\",\"ncf\":\"B0156442007\",\"fecha_comprobante\":\"20240306\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":390.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"NELSON ENCARNACION GARCIA\\nNELSON ENCARNACION GARCIA\\nRNC: 01600128936\\nCLIENTE: SANTMON & ASOCIADOS SRL\\nRNC CLIENTE: 133248052\\nFACTURA DE CREDITO FISCAL\\nNCF: B1507300703\\nFACTURA NO.: 2783238\\nAUTORIZACION: 923182062\\nTELEFONO: 809-921-6620\\nFECHA: 04/06/2024  HORA: 09:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,868.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,978.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,347.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,193.50\\nITBIS 18% RD$       2,914.83\\nTOTAL RD$          19,108.33\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5446532\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 75856194\\nNEG\\n\\n--- FACTURA ---\\n\\nCOLMADO EL RUBIO N P G\\nCOLMADO EL RUBIO N P G EIRL\\nRNC: 133261766\\nCLIENTE: PARVANEH KADIVAR\\nRNC CLIENTE: 00118428085\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0156442007\\nFACTURA NO.: 4285065\\nAUTORIZACION: 600367390\\nTELEFONO: 809-922-4649\\nFECHA: 06/03/2024  HORA: 13:47\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    DETERGENTE EN POLVO\\n                                                    279.00\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                                    111.50\\n----------------------------------------------------------\\nSUBTOTAL RD$          390.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$             390.50\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5159647\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 72056595\"}","template_ids":[0,9],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01600128936","133261766"],"invoice_ids":["inv_b3a1827a3cebe0bfeea4","inv_3b87762889f0479c8d5a"],"observation_id":"obs_b6d4f03eef0f0d41c5e6","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.8,"augmentation_metadata":{"downscale_factor":0.639,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.751,"brightness_factor":1.063,"blur_sigma":0.377,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.15,"jpeg_quality":82,"documents":[{"rotation_deg":-1.344,"perspective":0.008,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.765,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"NEG"},{"kind":"none","text":""}]},"num_invoices":2,"seed":554716872607040973,"difficulty":"hard","split":"train"}
{"image":"images/607_003401.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600438085\",\"ncf\":\"E449304007175\",\"fecha_comprobante\":\"20250421\",\"monto_facturado\":124850.80,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":55494.23,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":69356.57,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131326732\",\"ncf\":\"B1409945528\",\"fecha_comprobante\":\"20250505\",\"monto_facturado\":6298.91,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6298.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COLEGIO MIS PRIMEROS PASOS\\nRNC EMISOR: 09700040281\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GENRRI BERAS DE AZA\\nRNC CLIENTE: 02600438085\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449304007175\\nFACTURA NO.: 5525433\\nAUTORIZACION: 842724523\\nTELEFONO: 809-376-9985\\nFECHA: 21/04/2025  HORA: 09:07\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  CURSO     CURSO DE CAPACITACION\\n                                                 61,447.80\\n    5  UNIDAD    CUADERNO 100 HOJAS\\n                                                    695.00\\n    1  SERVICIO  CERTIFICACION\\n                                                  4,603.00\\n    2  MES       MENSUALIDAD ACADEMICA\\n                                                 49,096.00\\n    3  UNIDAD    LIBRO DE TEXTO\\n                                                  9,009.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      124,850.80\\nITBIS RD$           0.00\\nTOTAL RD$         124,850.80\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2502179\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFIDEICOMISO INMOBILIARIO GALERAS BAY\\nRNC EMISOR: 133295997\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRIMOROSA CENTRO DE BELLEZA Y ESTETICA \\nRNC CLIENTE: 131326732\\nFACTURA DE CREDITO FISCAL\\nNCF: B1409945528\\nFACTURA NO.: 7516849\\nAUTORIZACION: 448008711\\nTELEFONO: 809-496-9526\\nFECHA: 05/05/2025  HORA: 11:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  QUINTAL   VARILLA CORRUGADA 3/8        3,395.00\\n    9  UNIDAD    TOMA CORRIENTE DOBLE         1,223.91\\n    2  DIA       ALQUILER TALADRO PERCUTOR    1,680.00\\n----------------------------------------------\\nSUB-TOTAL RD$        6,298.91\\nITBIS 18% RD$           0.00\\nTOTAL RD$           6,298.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6805208\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[9,11],"business_categories":["educacion","construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_utiles_escolares_2025"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["09700040281","133295997"],"invoice_ids":["inv_4b3a568312d2e5ad1461","inv_879b50773858c8c2ffe7"],"observation_id":"obs_72fc4c08a2ad080d05eb","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.949,"brightness_factor":0.971,"blur_sigma":0.194,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.82,"jpeg_quality":94,"documents":[{"rotation_deg":-0.657,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.494,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6343300204116282369,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 44746761\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nKLA\\nKLA SRL\\nRNC 131354165\\nCLIENTE: SINDICATO DE CHOFERES Y DUENOS DE\\nGUAGU\\nRNC CLIENTE: 430068187\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319590008729\\nFACTURA NO.: 2826097\\nAUTORIZACION: 94561446\\nTELEFONO: 809-580-3168\\nFECHA: 25/09/2025  HORA: 08:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                  20,053.00\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                  14,000.00\\n    3  UNIDAD    BROCHA PARA PINTURA 3\\n                 PULGADAS\\n                                     642.00\\n-------------------------------------------\\nSUB-TOTAL RD$       34,695.00\\nITBIS 18% RD$       6,245.10\\nTOTAL RD$          40,940.10\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6408935\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003412.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03100719933\",\"ncf\":\"B1434869129\",\"fecha_comprobante\":\"20240728\",\"monto_facturado_servicios\":1664.00,\"monto_facturado_bienes\":14896.99,\"itbis_facturado\":2980.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"NELSON MANUEL CASTRO NUÑEZ\\nNELSON MANUEL CASTRO NUÑEZ\\nRNC EMISOR: 03100719933\\nCLIENTE: FRANCISCO JAVIER ABREU ALVAREZ\\nRNC CLIENTE: 05300403648\\nFACTURA DE CREDITO FISCAL\\nNCF B1434869129\\nFACTURA NO.: 7292662\\nAUTORIZACION: 239695747\\nTELEFONO: 809-285-7818\\nFECHA: 28/07/2024  HORA: 20:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     429.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,664.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,325.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,107.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,035.00\\n-------------------------------------------\\nSUBTOTAL RD$       16,560.99\\nIMPUESTO ITBIS RD$       2,980.98\\nTOTAL RD$          19,541.97\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1778210\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 42433811\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03100719933"],"invoice_ids":["inv_1a05378e74d720fb7cc1"],"observation_id":"obs_b1e545c40353aff91e47","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.773,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":1.002,"brightness_factor":1.004,"blur_sigma":0.772,"crop_applied":false,"camera_distance_factors":[0.945],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.11,"jpeg_quality":76,"documents":[{"rotation_deg":-1.218,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17362035749935162117,"difficulty":"medium","split":"validation"}
{"image":"images/607_003413.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00116321449\",\"ncf\":\"B0199945531\",\"fecha_comprobante\":\"20240614\",\"monto_facturado\":32723.00,\"itbis_facturado\":5890.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":38613.14,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131523706\",\"ncf\":\"B1581777256\",\"fecha_comprobante\":\"20240831\",\"monto_facturado\":877.41,\"itbis_facturado\":157.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1035.34,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131325564\",\"ncf\":\"E311538490467\",\"fecha_comprobante\":\"20241201\",\"monto_facturado\":8177.80,\"itbis_facturado\":1472.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9649.80,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES JLA\\nRNC EMISOR: 131555616\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARLEEN PATRICIA RIVERA ASENCIO\\nRNC CLIENTE: 00116321449\\nFACTURA DE CREDITO FISCAL\\nNCF: B0199945531\\nFACTURA NO.: 4328517\\nAUTORIZACION: 111163329\\nTELEFONO: 809-659-8575\\nFECHA: 14/06/2024  HORA: 16:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            17,444.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,540.00\\n    3  SERVICIO  SERVICIO DE ENTREGA          4,854.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         6,885.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       32,723.00\\nIMPUESTO ITBIS RD$       5,890.14\\nTOTAL RD$          38,613.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9907640\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 78744835\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFRANCISCO JUNIOR ARIAS HIDALGO\\nRNC EMISOR: 00111101721\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VILLA INFO DIGITAL SRL\\nRNC CLIENTE: 131523706\\nFACTURA DE CREDITO FISCAL\\nNCF: B1581777256\\nFACTURA NO.: 5784672\\nAUTORIZACION: 500744579\\nTELEFONO: 809-795-3888\\nFECHA: 31/08/2024  HORA: 16:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    9  LIBRA     ALAMBRE DULCE CALIBRE 18       656.91\\n    9  UNIDAD    CODO PVC 1/2 PULGADA           220.50\\n----------------------------------------------\\nSUB-TOTAL RD$          877.41\\nIMPUESTO ITBIS RD$         157.93\\nTOTAL RD$           1,035.34\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2928563\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 60076808\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nOK\\n\\n--- FACTURA ---\\n\\nYONNI PIMENTEL COMERCIANTE EN BANI\\nRNC EMISOR: 00300429735\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HIGHLINE ENTERPRISES SRL\\nRNC CLIENTE: 131325564\\nFACTURA DE CREDITO FISCAL\\nNCF E311538490467\\nFACTURA NO.: 3958623\\nAUTORIZACION: 993198095\\nTELEFONO: 809-433-6920\\nFECHA: 01/12/2024  HORA: 20:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     963.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,803.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,411.80\\n-------------------------------------------\\nSUBTOTAL RD$        8,177.80\\nITBIS 18% RD$       1,472.00\\nTOTAL RD$           9,649.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6293526\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003420.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131848699\",\"ncf\":\"B0130933821\",\"fecha_comprobante\":\"20241017\",\"monto_facturado_servicios\":119644.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21536.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"06800334333\",\"ncf\":\"B1522751302\",\"fecha_comprobante\":\"20241106\",\"monto_facturado_servicios\":731.00,\"monto_facturado_bienes\":5123.80,\"itbis_facturado\":1053.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"VIALVA\\nVIALVA SRL\\nRNC: 131848699\\nCLIENTE: LUIS MANUEL BARRIENTOS FERREIRA\\nRNC CLIENTE: 03103445163\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0130933821\\nFACTURA NO.: 5821510\\nAUTORIZACION: 305296529\\nTELEFONO: 809-801-3563\\nFECHA: 17/10/2024  HORA: 08:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           23,705.95\\n    2  VIAJE     SERVICIO DE TRANSPORTE      35,732.00\\n    2  VIAJE     TRANSPORTE DE CARGA         59,579.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         628.00\\n----------------------------------------------\\nSUB-TOTAL RD$      119,644.95\\nITBIS 18% RD$      21,536.09\\nTOTAL RD$         141,181.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1505995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 76605844\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\\n\\n--- FACTURA ---\\n\\nELECTRODOMESTICOS WILSON\\nRAMON ANTONIO DEL ORBE PICHARDO\\nRNC: 06800334333\\nCLIENTE: DENTAL GLOW EIRL\\nRNC CLIENTE: 133142902\\nFACTURA DE CREDITO FISCAL\\nNCF B1522751302\\nFACTURA NO.: 6219800\\nAUTORIZACION: 465977803\\nTELEFONO: 809-616-2452\\nFECHA: 06/11/2024  HORA: 10:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            731.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,664.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,459.80\\n----------------------------------------------\\nSUBTOTAL RD$        5,854.80\\nITBIS 18% RD$       1,053.86\\nTOTAL RD$           6,908.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8069869\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 19391571\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[3,7],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131848699","06800334333"],"invoice_ids":["inv_79997da157bcc97cc893","inv_ae872cf6035d2e95f441"],"observation_id":"obs_7a0774da9051b4dc50bb","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":0.873,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.674,"brightness_factor":1.04,"blur_sigma":0.346,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.33,"jpeg_quality":81,"documents":[{"rotation_deg":-1.228,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.013,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14243053325752152994,"difficulty":"medium","split":"train"}
{"image":"images/607_003421.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101998946\",\"ncf\":\"B0207181215\",\"fecha_comprobante\":\"20250208\",\"monto_facturado\":67000.00,\"itbis_facturado\":12060.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":79060.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133147521\",\"ncf\":\"E322791272936\",\"fecha_comprobante\":\"20240921\",\"monto_facturado\":287160.49,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":181984.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":105176.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BORELIS PRESTAMOS DIVERSOS\\nRNC EMISOR: 133028883\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAXIMINO                       PE¥A CAM\\nRNC CLIENTE: 00101998946\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0207181215\\nFACTURA NO.: 8894902\\nAUTORIZACION: 876459653\\nTELEFONO: 809-989-2660\\nFECHA: 08/02/2025  HORA: 19:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          21,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       3,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       67,000.00\\nIMPUESTO ITBIS RD$      12,060.00\\nTOTAL RD$          79,060.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6947419\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 81625402\\nCANT. UND. DESCRIPCION IMPORTE\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nRESIDENCIAL BREEZES ETAPA I\\nRNC EMISOR: 430322482\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RIGTH CONNECTION SRL\\nRNC CLIENTE: 133147521\\nFACTURA DE CREDITO FISCAL\\nNCF E322791272936\\nFACTURA NO.: 0456226\\nAUTORIZACION: 942189954\\nTELEFONO: 809-663-4523\\nFECHA: 21/09/2024  HORA: 18:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      227,462.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       23,839.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   17,053.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,805.99\\n----------------------------------------------\\nSUBTOTAL RD$      287,160.49\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         287,160.49\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7214805\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 94923393\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[7,4],"business_categories":["profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133028883","430322482"],"invoice_ids":["inv_7b316831445d63c7d011","inv_43f96b0eef5d45b03dd0"],"observation_id":"obs_3f9dbf6e4c57d23f4616","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.835,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.693,"brightness_factor":1.048,"blur_sigma":0.631,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.79,"jpeg_quality":79,"documents":[{"rotation_deg":0.242,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.008,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":930762255223379947,"difficulty":"medium","split":"test"}
{"image":"images/606_003422.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133766981\",\"ncf\":\"E318596779820\",\"fecha_comprobante\":\"20241105\",\"monto_facturado_servicios\":49084.00,\"monto_facturado_bienes\":1150.95,\"itbis_facturado\":9042.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":4908.40,\"forma_pago\":2}],\"ocr\":\"MFX2 ASOCIADOS\\nMFX2 ASOCIADOS SRL\\nRNC EMISOR: 133766981\\nCLIENTE: RAMON CARDERON ROSA\\nRNC CLIENTE: 00116027525\\nFACTURA DE CREDITO FISCAL\\nNCF: E318596779820\\nFACTURA NO.: 1415002\\nAUTORIZACION: 219746322\\nTELEFONO: 809-423-8608\\nFECHA: 05/11/2024  HORA: 09:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING        49,084.00\\n    1  UNIDAD    JUGO NATURAL                   166.95\\n    2  UNIDAD    REFRESCO                       152.00\\n    2  UNIDAD    POLLO A LA PLANCHA             832.00\\n----------------------------------------------\\nSUBTOTAL RD$       50,234.95\\nIMPUESTO ITBIS RD$       9,042.29\\nPROPINA LEGAL RD$     4,908.40\\nTOTAL RD$          64,185.64\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4129175\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 85788406\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["133766981"],"invoice_ids":["inv_0fd75ae0b1e6b24f46ea"],"observation_id":"obs_5fc1b96c2358b931e001","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.13,"augmentation_metadata":{"downscale_factor":0.835,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.864,"brightness_factor":1.017,"blur_sigma":0.735,"crop_applied":false,"camera_distance_factors":[0.977],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.31,"jpeg_quality":74,"documents":[{"rotation_deg":-3.543,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15207612078131384536,"difficulty":"medium","split":"train"}
{"image":"images/607_003423.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131273238\",\"ncf\":\"E441448063913\",\"fecha_comprobante\":\"20251002\",\"monto_facturado\":63331.50,\"itbis_facturado\":11399.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":74731.17,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MIGUEL ANTONIO HEDED JIMENEZ\\nRNC EMISOR: 00117138453\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOCUMENTA GESTION Y SERVICIOS MLM SRL\\nRNC CLIENTE: 131273238\\nFACTURA DE CREDITO FISCAL\\nNCF E441448063913\\nFACTURA NO.: 9252450\\nAUTORIZACION: 652902076\\nTELEFONO: 809-982-8906\\nFECHA: 02/10/2025  HORA: 20:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,541.50\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     8,493.00\\n    2  UNIDAD    BATERIA AUTOMOTRIZ          28,307.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE FRENO   24,990.00\\n----------------------------------------------\\nSUB-TOTAL RD$       63,331.50\\nITBIS RD$      11,399.67\\nTOTAL RD$          74,731.17\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8225421\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 49999843\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["00117138453"],"invoice_ids":["inv_046c55f215256c92bed5"],"observation_id":"obs_5fcef736a623a7373144","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.0,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":1.022,"brightness_factor":0.988,"blur_sigma":0.142,"crop_applied":false,"camera_distance_factors":[0.92],"legibility_scale_corrections":[0.0],"final_contrast_stddev":89.07,"jpeg_quality":86,"documents":[{"rotation_deg":1.457,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6393936786366985544,"difficulty":"light","split":"train"}
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{"image":"images/607_003425.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132668332\",\"ncf\":\"B1416198331\",\"fecha_comprobante\":\"20240815\",\"monto_facturado\":2210.95,\"itbis_facturado\":397.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2608.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PROD QUIMICOS Y FARM LAMM CXA\\nRNC EMISOR: 101133252\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INGCORGO SRL\\nRNC CLIENTE: 132668332\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1416198331\\nFACTURA NO.: 4855528\\nAUTORIZACION: 841591246\\nTELEFONO: 809-672-7495\\nFECHA: 15/08/2024  HORA: 20:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,059.95\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           685.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            466.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,210.95\\nIMPUESTO ITBIS RD$         397.97\\nTOTAL RD$           2,608.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5882777\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101133252"],"invoice_ids":["inv_078204274e9341ce9ce9"],"observation_id":"obs_44d745782289eb28c52b","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":7.42,"augmentation_metadata":{"downscale_factor":0.413,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.103,"brightness_factor":1.067,"blur_sigma":0.968,"crop_applied":false,"camera_distance_factors":[0.985],"legibility_scale_corrections":[0.0],"final_contrast_stddev":88.23,"jpeg_quality":67,"documents":[{"rotation_deg":-1.999,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1459350361274378159,"difficulty":"very_hard","split":"train"}
{"image":"images/606_003426.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132243293\",\"ncf\":\"E443325351835\",\"fecha_comprobante\":\"20251225\",\"monto_facturado_servicios\":30322.95,\"monto_facturado_bienes\":15292.00,\"itbis_facturado\":8210.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00117769513\",\"ncf\":\"E326767770160\",\"fecha_comprobante\":\"20240526\",\"monto_facturado_servicios\":338.00,\"monto_facturado_bienes\":11817.95,\"itbis_facturado\":2188.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00101679330\",\"ncf\":\"E313239227881\",\"fecha_comprobante\":\"20250108\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9483.70,\"itbis_facturado\":1707.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MATOS PERDOMO DIGITAL AGENCY\\nMATOS PERDOMO DIGITAL AGENCY SRL\\nRNC 132243293\\nCLIENTE: RAFAEL ANTONIO BELTRE RIJO\\nRNC CLIENTE: 02800000263\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443325351835\\nFACTURA NO.: 8134531\\nAUTORIZACION: 878261346\\nTELEFONO: 809-981-8441\\nFECHA: 25/12/2025  HORA: 08:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL         15,761.95\\n    1  SERVICIO  DISENO GRAFICO              14,561.00\\n    4  UNIDAD    TARJETAS DE PRESENTACION    15,292.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,614.95\\nIMPUESTO ITBIS RD$       8,210.69\\nTOTAL RD$          53,825.64\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7440063\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 67773246\\nMPD\\n\\n--- FACTURA ---\\n\\nSTALIN JOSE MARTINEZ BELTRE\\nSTALIN JOSE MARTINEZ BELTRE\\nRNC: 00117769513\\nCLIENTE: JUAN EMILIO PUJOLS\\nRNC CLIENTE: 01000011179\\nFACTURA DE CREDITO FISCAL\\nNCF E326767770160\\nFACTURA NO.: 8910276\\nAUTORIZACION: 898885865\\nTELEFONO: 809-593-6347\\nFECHA: 26/05/2024  HORA: 18:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,329.95\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  10,488.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     338.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,155.95\\nITBIS 18% RD$       2,188.07\\nTOTAL RD$          14,344.02\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6661225\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 68766991\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nCELESTE MARTINEZ S DE BAUTISTA S DE BAUTIS\\nCELESTE MARTINEZ S DE BAUTISTA S DE BAUTISTA\\nRNC 00101679330\\nCLIENTE: MWANGA INSTITUTE SRL\\nRNC CLIENTE: 132355237\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313239227881\\nFACTURA NO.: 6209806\\nAUTORIZACION: 701808862\\nTELEFONO: 809-909-4240\\nFECHA: 08/01/2025  HORA: 19:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             2,495.90\\n    4  UNIDAD    REPUESTO Y ACCESORIO         6,987.80\\n----------------------------------------------\\nBASE IMPONIBLE RD$        9,483.70\\nIMPUESTO ITBIS RD$       1,707.07\\nTOTAL RD$          11,190.77\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6392987\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 49288869\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[3,5,12],"business_categories":["publicidad_impresion","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132243293","00117769513","00101679330"],"invoice_ids":["inv_afde8470c8b4916bcbc7","inv_884b1551f1baa7213dc1","inv_e9b6ea7e0476581b6034"],"observation_id":"obs_ecae04716e014b35b5f6","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.715,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.918,"brightness_factor":1.016,"blur_sigma":0.384,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":49.42,"jpeg_quality":81,"documents":[{"rotation_deg":0.067,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.013,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.881,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"MPD"},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":5510625204026889417,"difficulty":"hard","split":"test"}
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{"image":"images/607_003437.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131205321\",\"ncf\":\"B1538943097\",\"fecha_comprobante\":\"20241226\",\"monto_facturado\":721104.99,\"itbis_facturado\":129798.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":850903.89,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132703316\",\"ncf\":\"B0283375740\",\"fecha_comprobante\":\"20240706\",\"monto_facturado\":4079.96,\"itbis_facturado\":734.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":4814.35,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133155222\",\"ncf\":\"E310619150354\",\"fecha_comprobante\":\"20250601\",\"monto_facturado\":14708.90,\"itbis_facturado\":2647.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11828.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5528.17,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DANNY CHARLES CAMERON\\nRNC EMISOR: 531995823\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TAXI EL SALTO SRL\\nRNC CLIENTE: 131205321\\nFACTURA DE CREDITO FISCAL\\nNCF B1538943097\\nFACTURA NO.: 2810848\\nAUTORIZACION: 552142853\\nTELEFONO: 809-807-9021\\nFECHA: 26/12/2024  HORA: 13:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      228,002.99\\n    2  MES       ALQUILER DE LOCAL          257,864.00\\n    4  SERVICIO  TASACION DE PROPIEDAD      170,280.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   34,862.00\\n    2  SERVICIO  MANTENIMIENTO DE AREA COMUN   30,096.00\\n----------------------------------------------\\nSUB-TOTAL RD$      721,104.99\\nIMPUESTO ITBIS RD$     129,798.90\\nTOTAL RD$         850,903.89\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9357368\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 64111891\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINDUSTRIA APICOLA CANAAN\\nRNC EMISOR: 131636454\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: STEINPAC SRL\\nRNC CLIENTE: 132703316\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0283375740\\nFACTURA NO.: 7020153\\nAUTORIZACION: 65229718\\nTELEFONO: 809-722-1554\\nFECHA: 06/07/2024  HORA: 09:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,244.00\\n    4  SERVICIO  SERVICIO DE ENTREGA          2,835.96\\n----------------------------------------------\\nSUB-TOTAL RD$        4,079.96\\nITBIS RD$         734.39\\nTOTAL RD$           4,814.35\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7305431\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 72691344\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nADOLFO ANTONIO ALMONTE PEÑA\\nADOLFO ANTONIO ALMONTE PEÑA\\nRNC: 04600269726\\nCLIENTE: CERDOS DEL NORDESTE CERNODOM SRL\\nRNC CLIENTE: 133400197\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0211362323\\nFACTURA NO.: 0777750\\nAUTORIZACION: 701859384\\nTELEFONO: 809-509-4846\\nFECHA: 07/01/2024  HORA: 10:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,346.99\\n    1  VIAJE     SERVICIO DE MENSAJERIA\\n                                     445.99\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                   2,609.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,401.98\\nITBIS 18% RD$         792.36\\nTOTAL RD$           5,194.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3933707\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 49062301\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFEDOSURF\\nFEDERACION DOMINICANA DE SURFING INC\\nRNC: 430037338\\nCLIENTE: BARRA SALUD HEALTH BAR SRL\\nRNC CLIENTE: 133299798\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0262158432\\nFACTURA NO.: 0739737\\nAUTORIZACION: 900455596\\nTELEFONO: 809-200-1174\\nFECHA: 26/01/2025  HORA: 19:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           147,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      147,000.00\\nIMPUESTO ITBIS RD$      26,460.00\\nTOTAL RD$         173,460.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4794135\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPROCESADO\"}","template_ids":[4,0,6],"business_categories":["construccion_ferreteria","transporte","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["132063635","04600269726","430037338"],"invoice_ids":["inv_c445984ea425ae78d536","inv_79efd887b86254536037","inv_380733abba493d6447d9"],"observation_id":"obs_3a8a3e4aa488b6d71c72","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.53,"augmentation_metadata":{"downscale_factor":0.661,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.919,"brightness_factor":0.906,"blur_sigma":0.423,"crop_applied":false,"camera_distance_factors":[0.905,0.911,0.885],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":52.48,"jpeg_quality":77,"documents":[{"rotation_deg":-3.587,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.441,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.181,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":4090557091767941335,"difficulty":"hard","split":"train"}
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{"image":"images/606_003448.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101140119\",\"ncf\":\"B0122472793\",\"fecha_comprobante\":\"20240801\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":19473.00,\"itbis_facturado\":3505.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00301064358\",\"ncf\":\"B0231057626\",\"fecha_comprobante\":\"20240609\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":18443.00,\"itbis_facturado\":3319.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131972799\",\"ncf\":\"E316135280584\",\"fecha_comprobante\":\"20250804\",\"monto_facturado_servicios\":7500.00,\"monto_facturado_bienes\":591.00,\"itbis_facturado\":1456.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CONSORCIO DE EXPORT G P S A\\nCONSORCIO DE EXPORT G P S A\\nRNC: 101140119\\nCLIENTE: MARLENNY BIENVENIDA BERIHUETE\\nMONTERO\\nRNC CLIENTE: 01100392008\\nFACTURA DE CREDITO FISCAL\\nNCF B0122472793\\nFACTURA NO.: 6552912\\nAUTORIZACION: 861306374\\nTELEFONO: 809-856-4316\\nFECHA: 01/08/2024  HORA: 17:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,702.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     923.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  16,848.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,473.00\\nIMPUESTO ITBIS RD$       3,505.14\\nTOTAL RD$          22,978.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4787791\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 89922579\\n\\n--- FACTURA ---\\n\\nD CLAUDIA PESCADERIA Y MAS\\nCLAUDIA JAZMIN PEÑA FAMILIA\\nRNC EMISOR: 00301064358\\nCLIENTE: B & C SUPPLIES VENTA DE BEBIDAS Y CRIST\\nRNC CLIENTE: 130787956\\nFACTURA DE CREDITO FISCAL\\nNCF B0231057626\\nFACTURA NO.: 9807387\\nAUTORIZACION: 146471177\\nTELEFONO: 809-466-1607\\nFECHA: 09/06/2024  HORA: 20:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,735.00\\n    4  UNIDAD    EQUIPO ELECTRICO            13,708.00\\n----------------------------------------------\\nSUB-TOTAL RD$       18,443.00\\nITBIS 18% RD$       3,319.74\\nTOTAL RD$          21,762.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9537194\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA E INMOBILIARIA WEALTHMAKER\\nCONSTRUCTORA E INMOBILIARIA WEALTHMAKER SRL\\nRNC 131972799\\nCLIENTE: GABRIELA LATORRE ARZENO\\nRNC CLIENTE: 00113161343\\nFACTURA DE CREDITO FISCAL\\nNCF E316135280584\\nFACTURA NO.: 6652847\\nAUTORIZACION: 874249344\\nTELEFONO: 809-392-8201\\nFECHA: 04/08/2025  HORA: 08:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    TOMA CORRIENTE DOBLE           591.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    7,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        8,091.00\\nITBIS 18% RD$       1,456.38\\nTOTAL RD$           9,547.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9695872\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,10,6],"business_categories":["comercio_general","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101140119","00301064358","131972799"],"invoice_ids":["inv_eb6b468afbe2fb4e3c21","inv_1f1586d38c6b615ed938","inv_e897f43a1405c98bccdc"],"observation_id":"obs_f2e8c95a0cab90bc421d","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.0,"augmentation_metadata":{"downscale_factor":0.934,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.099,"brightness_factor":0.906,"blur_sigma":0.248,"crop_applied":true,"camera_distance_factors":[0.995,0.991,0.899],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":32.25,"jpeg_quality":95,"documents":[{"rotation_deg":0.629,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.897,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.02,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13058547588972055745,"difficulty":"hard","split":"train"}
{"image":"images/607_003449.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22400493056\",\"ncf\":\"E443967120942\",\"fecha_comprobante\":\"20250516\",\"monto_facturado\":35255.30,\"itbis_facturado\":6345.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":41601.25,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RUFINA MARCELINA CORONADO RODRIGUEZ\\nRNC EMISOR: 130604509\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ORLANDO ARTURO  ORTIZ DEL CARMEN\\nRNC CLIENTE: 22400493056\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443967120942\\nFACTURA NO.: 6016660\\nAUTORIZACION: 14317835\\nTELEFONO: 809-833-3747\\nFECHA: 16/05/2025  HORA: 18:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,240.95\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  18,716.85\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   7,165.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,132.50\\n-------------------------------------------\\nSUB-TOTAL RD$       35,255.30\\nIMPUESTO ITBIS RD$       6,345.95\\nTOTAL RD$          41,601.25\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8552267\\nGRACIAS POR SU COMPRA\\nRMC\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130604509"],"invoice_ids":["inv_dec889ee914f318b7b5d"],"observation_id":"obs_f2608999c063629965f3","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.44,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.76,"brightness_factor":1.027,"blur_sigma":0.274,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.57,"jpeg_quality":84,"documents":[{"rotation_deg":-1.003,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"RMC"}]},"num_invoices":1,"seed":602149733189140507,"difficulty":"medium","split":"validation"}
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{"image":"images/606_003454.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00104063177\",\"ncf\":\"E322690523427\",\"fecha_comprobante\":\"20240103\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":846.00,\"itbis_facturado\":117.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"40245696477\",\"ncf\":\"E316289740832\",\"fecha_comprobante\":\"20250728\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5449.75,\"itbis_facturado\":980.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"EUGENIO PEREZ ROMERO\\nEUGENIO PEREZ ROMERO\\nRNC: 00104063177\\nCLIENTE: RICARDO JOSE MARCANO CORCINO\\nRNC CLIENTE: 40244352577\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322690523427\\nFACTURA NO.: 9791701\\nAUTORIZACION: 67903725\\nTELEFONO: 809-388-7781\\nFECHA: 03/01/2024  HORA: 20:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    7  LIBRA     HARINA DE TRIGO LIBRA          196.00\\n    1  UNIDAD    ACEITE VEGETAL 1 GAL           650.00\\n----------------------------------------------\\nSUBTOTAL RD$          846.00\\nITBIS RD$         117.00\\nTOTAL RD$             963.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8224587\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nJINGJING ZHANG\\nJINGJING ZHANG\\nRNC 40245696477\\nCLIENTE: VISTA ORIENTAL INC\\nRNC CLIENTE: 130960781\\nFACTURA DE CREDITO FISCAL\\nNCF E316289740832\\nFACTURA NO.: 8526834\\nAUTORIZACION: 476364182\\nTELEFONO: 809-242-2486\\nFECHA: 28/07/2025  HORA: 18:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    GORRA BORDADA                5,449.75\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,449.75\\nITBIS RD$         980.96\\nTOTAL RD$           6,430.71\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4872978\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 31031291\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[13,11],"business_categories":["colmado_alimentos","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00104063177","40245696477"],"invoice_ids":["inv_e51b031f8440656f19e7","inv_fb0e15a5ddbe149affa9"],"observation_id":"obs_1321605483fa440bea90","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.55,"augmentation_metadata":{"downscale_factor":0.793,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":1.115,"brightness_factor":0.919,"blur_sigma":0.841,"crop_applied":false,"camera_distance_factors":[0.956,0.982],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.76,"jpeg_quality":81,"documents":[{"rotation_deg":-3.537,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.309,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17680318459213506753,"difficulty":"medium","split":"train"}
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{"image":"images/606_003462.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02500297284\",\"ncf\":\"E443161873677\",\"fecha_comprobante\":\"20241124\",\"monto_facturado_servicios\":157000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DEYSI MARIA VILLA PADUA\\nDEYSI MARIA VILLA PADUA\\nRNC: 02500297284\\nCLIENTE: MINISTERIO IGLESIA REFORMADA FE INC\\nRNC CLIENTE: 430207705\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443161873677\\nFACTURA NO.: 3196573\\nAUTORIZACION: 289596323\\nTELEFONO: 809-555-7604\\nFECHA: 24/11/2024  HORA: 17:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       64,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   30,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   63,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      157,000.00\\nIMPUESTO ITBIS RD$      28,260.00\\nTOTAL RD$         185,260.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5668623\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["02500297284"],"invoice_ids":["inv_ff8732dc95ca541d0b6c"],"observation_id":"obs_9e8f052d62bc236c90df","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.72,"augmentation_metadata":{"downscale_factor":0.683,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":1.059,"brightness_factor":1.009,"blur_sigma":0.235,"crop_applied":false,"camera_distance_factors":[0.915],"legibility_scale_corrections":[0.0],"final_contrast_stddev":73.75,"jpeg_quality":74,"documents":[{"rotation_deg":-2.183,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6991657562531826019,"difficulty":"medium","split":"test"}
{"image":"images/607_003463.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130406987\",\"ncf\":\"B0269644486\",\"fecha_comprobante\":\"20250330\",\"monto_facturado\":35790.50,\"itbis_facturado\":6442.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":42232.79,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IRIS VIOLETA REYES NOLASCO\\nRNC EMISOR: 00100379114\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES EL TALON C POR A\\nRNC CLIENTE: 130406987\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0269644486\\nFACTURA NO.: 5259385\\nAUTORIZACION: 223834295\\nTELEFONO: 809-708-5277\\nFECHA: 30/03/2025  HORA: 18:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    CAMISA DE VESTIR             7,665.00\\n    3  UNIDAD    GORRA BORDADA                5,317.50\\n    5  UNIDAD    CALZADO CASUAL              14,735.00\\n    1  SERVICIO  AJUSTE Y CONFECCION            802.50\\n    3  UNIDAD    PANTALON CASUAL              7,270.50\\n----------------------------------------------\\nSUB-TOTAL RD$       35,790.50\\nITBIS RD$       6,442.29\\nTOTAL RD$          42,232.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4543792\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["00100379114"],"invoice_ids":["inv_483a5457006f609c70f3"],"observation_id":"obs_05feda385610f51c9957","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.56,"augmentation_metadata":{"downscale_factor":0.802,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.849,"brightness_factor":0.946,"blur_sigma":0.442,"crop_applied":false,"camera_distance_factors":[0.992],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.57,"jpeg_quality":74,"documents":[{"rotation_deg":1.302,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7707406849620781470,"difficulty":"medium","split":"train"}
{"image":"images/606_003464.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132966325\",\"ncf\":\"B1429660406\",\"fecha_comprobante\":\"20241216\",\"monto_facturado_servicios\":97500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JAM AUDITORES & CONSULTORES\\nJAM AUDITORES & CONSULTORES SRL\\nRNC: 132966325\\nCLIENTE: NORBERTO SANCHEZ ESPINAL\\nRNC CLIENTE: 03104448315\\nFACTURA DE CREDITO FISCAL\\nNCF B1429660406\\nFACTURA NO.: 3427415\\nAUTORIZACION: 395657619\\nTELEFONO: 809-807-5038\\nFECHA: 16/12/2024  HORA: 12:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  32,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  65,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       97,500.00\\nITBIS RD$      17,550.00\\nTOTAL RD$         115,050.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4577964\\nGRACIAS POR SU COMPRA\\nCargo a oficina\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132966325"],"invoice_ids":["inv_d0f4a273c547c5e2e4e8"],"observation_id":"obs_e069af6950adbcc784e4","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":11.74,"augmentation_metadata":{"downscale_factor":0.932,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.97,"brightness_factor":1.018,"blur_sigma":0.127,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.13,"jpeg_quality":91,"documents":[{"rotation_deg":0.685,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2980690934158733012,"difficulty":"light","split":"validation"}
{"image":"images/607_003465.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430257559\",\"ncf\":\"B0196979857\",\"fecha_comprobante\":\"20241015\",\"monto_facturado\":33662.00,\"itbis_facturado\":6059.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":2814.00,\"efectivo\":22744.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":19790.67,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BLISS BAR RESTAURANT AND LOUNGE C POR A\\nRNC EMISOR: 130292142\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESIDENCIAL AQUA DE LAS COLINAS 6\\nRNC CLIENTE: 430257559\\nFACTURA DE CREDITO FISCAL\\nNCF B0196979857\\nFACTURA NO.: 1811136\\nAUTORIZACION: 758241169\\nTELEFONO: 809-726-6874\\nFECHA: 15/10/2024  HORA: 17:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PIZZA MEDIANA\\n                                   2,330.00\\n    5  SERVICIO  SERVICIO DE CATERING\\n                                  28,140.00\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                   3,192.00\\n-------------------------------------------\\nSUBTOTAL RD$       33,662.00\\nITBIS 18% RD$       6,059.16\\nPROPINA LEGAL RD$     2,814.00\\nTOTAL RD$          42,535.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1012425\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 18428176\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["130292142"],"invoice_ids":["inv_9126dbaaac4611956aa4"],"observation_id":"obs_2b284878acda66a9c091","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.36,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.003,"brightness_factor":1.0,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.93,"jpeg_quality":98,"documents":[{"rotation_deg":-0.025,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6675893186230460080,"difficulty":"clean","split":"train"}
{"image":"images/606_003466.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430407569\",\"ncf\":\"B0204585937\",\"fecha_comprobante\":\"20251006\",\"monto_facturado_servicios\":109500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"05500007033\",\"ncf\":\"E446663309563\",\"fecha_comprobante\":\"20240714\",\"monto_facturado_servicios\":1709.00,\"monto_facturado_bienes\":31032.00,\"itbis_facturado\":5893.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"02500258138\",\"ncf\":\"E324842632186\",\"fecha_comprobante\":\"20250606\",\"monto_facturado_servicios\":97609.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17569.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"IGLESIA BIBLICA EDIFICANDO SOBRE LA ROCA E\\nIGLESIA BIBLICA EDIFICANDO SOBRE LA ROCA EL OLAM\\nRNC EMISOR: 430407569\\nCLIENTE: FELIX MARCELINO TAVAREZ PICHARDO\\nRNC CLIENTE: 40225246012\\nFACTURA DE CREDITO FISCAL\\nNCF: B0204585937\\nFACTURA NO.: 4612178\\nAUTORIZACION: 177738263\\nTELEFONO: 809-287-1078\\nFECHA: 06/10/2025  HORA: 08:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   72,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,500.00\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      109,500.00\\nITBIS RD$      19,710.00\\nTOTAL RD$         129,210.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1394473\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 77302912\\nIBE\\n\\n--- FACTURA ---\\n\\nDANIEL ANTONIO LIRIANO MENDOZA\\nDANIEL ANTONIO LIRIANO MENDOZA\\nRNC EMISOR: 05500007033\\nCLIENTE: POLICARPO SILVERIO LEBRON\\nRNC CLIENTE: 07100004378\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446663309563\\nFACTURA NO.: 0241206\\nAUTORIZACION: 353630719\\nTELEFONO: 809-824-1746\\nFECHA: 14/07/2024  HORA: 11:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         5,142.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,709.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        24,440.00\\n    4  UNIDAD    MATERIAL DE OFICINA          1,450.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       32,741.00\\nITBIS 18% RD$       5,893.38\\nTOTAL RD$          38,634.38\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3993022\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nLUIS EMILIO PUJOLS DE LOS SANTOS\\nLUIS EMILIO PUJOLS DE LOS SANTOS\\nRNC EMISOR: 02500258138\\nCLIENTE: INVERSIONES DEPORTIVAS VISIONARIAS\\nINDE\\nRNC CLIENTE: 130786382\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324842632186\\nFACTURA NO.: 0683077\\nAUTORIZACION: 267174557\\nTELEFONO: 809-239-5559\\nFECHA: 06/06/2025  HORA: 09:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                   6,609.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  24,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  24,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  43,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       97,609.00\\nITBIS 18% RD$      17,569.62\\nTOTAL RD$         115,178.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7498847\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 15764683\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3,12,0],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430407569","05500007033","02500258138"],"invoice_ids":["inv_da318b6a862341416007","inv_dac12737d3472e973905","inv_0e4d3862b265a9caad14"],"observation_id":"obs_84d365d889396b8fb989","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.54,"augmentation_metadata":{"downscale_factor":0.838,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.907,"brightness_factor":0.896,"blur_sigma":0.373,"crop_applied":false,"camera_distance_factors":[0.969,0.923,0.907],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":45.55,"jpeg_quality":80,"documents":[{"rotation_deg":2.515,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.247,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.638,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"IBE"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6233722620210982508,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 26521653\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nWELDIUM\\nRNC EMISOR: 132762843\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DANILO RAFAEL CASTRO PEREZ\\nRNC CLIENTE: 03103256438\\nFACTURA DE CREDITO FISCAL\\nNCF: E458563970322\\nFACTURA NO.: 9641457\\nAUTORIZACION: 966243123\\nTELEFONO: 809-404-5047\\nFECHA: 06/12/2025  HORA: 08:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  SERVICIO  ROTULACION EN VINIL         57,057.00\\n    1  UNIDAD    BANNER PUBLICITARIO          6,875.99\\n----------------------------------------------\\nSUB-TOTAL RD$       63,932.99\\nITBIS 18% RD$      11,507.94\\nTOTAL RD$          75,440.93\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5184666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 93382296\"}","template_ids":[2,5,3],"business_categories":["comercio_general","comercio_general","publicidad_impresion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03105120426","131936334","132762843"],"invoice_ids":["inv_ec23f1d353ec8160da64","inv_cbd2244de1c6146f7e1e","inv_2e6fa36fe4a76e31a97e"],"observation_id":"obs_fc3c01cfb647c8c2bdb2","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.64,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":1.043,"blue_scale":0.957,"contrast_factor":1.066,"brightness_factor":0.876,"blur_sigma":0.251,"crop_applied":false,"camera_distance_factors":[0.95,0.913,0.904],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":36.12,"jpeg_quality":86,"documents":[{"rotation_deg":0.185,"perspective":0.015,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.036,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.082,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"EAM"},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":15851771946249663837,"difficulty":"hard","split":"test"}
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{"image":"images/607_003483.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113958276\",\"ncf\":\"E444595416303\",\"fecha_comprobante\":\"20241116\",\"monto_facturado\":23374.00,\"itbis_facturado\":4207.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":27581.32,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132626524\",\"ncf\":\"E310686751915\",\"fecha_comprobante\":\"20240714\",\"monto_facturado\":67000.00,\"itbis_facturado\":12060.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":79060.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OCEANA\\nRNC EMISOR: 131397565\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZAIDY KARINA RIJO ZOUAIN\\nRNC CLIENTE: 00113958276\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444595416303\\nFACTURA NO.: 2984221\\nAUTORIZACION: 680279832\\nTELEFONO: 809-877-8574\\nFECHA: 16/11/2024  HORA: 09:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     284.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  23,090.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,374.00\\nITBIS RD$       4,207.32\\nTOTAL RD$          27,581.32\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6890668\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 79403646\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCAPEY CONSULTING GROUP C POR A\\nRNC EMISOR: 130491399\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: S & P DISTRIBUIDORES SRL\\nRNC CLIENTE: 132626524\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310686751915\\nFACTURA NO.: 8596604\\nAUTORIZACION: 835529967\\nTELEFONO: 809-971-3827\\nFECHA: 14/07/2024  HORA: 10:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        27,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    5,000.00\\n    1  SERVICIO  ASESORIA TECNICA            12,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       10,500.00\\n    1  VISITA    INSPECCION TECNICA          12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       67,000.00\\nITBIS 18% RD$      12,060.00\\nTOTAL RD$          79,060.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8600216\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 36257163\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131397565","130491399"],"invoice_ids":["inv_10e856cf15c36ddef6fd","inv_b0fc4d65b6283d1e7d81"],"observation_id":"obs_b6fe6c834c3014328ee8","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.63,"augmentation_metadata":{"downscale_factor":0.896,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.035,"brightness_factor":1.023,"blur_sigma":0.127,"crop_applied":false,"camera_distance_factors":[0.994,0.908],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":51.4,"jpeg_quality":88,"documents":[{"rotation_deg":-0.297,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.111,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1094556273754118942,"difficulty":"medium","split":"train"}
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{"image":"images/607_003487.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40220184572\",\"ncf\":\"E450335998328\",\"fecha_comprobante\":\"20250611\",\"monto_facturado\":39393.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":39393.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00103464004\",\"ncf\":\"E325052817263\",\"fecha_comprobante\":\"20240625\",\"monto_facturado\":26421.92,\"itbis_facturado\":4755.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15694.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15483.09,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02800916765\",\"ncf\":\"E453569062044\",\"fecha_comprobante\":\"20251101\",\"monto_facturado\":225000.00,\"itbis_facturado\":40500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":265500.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SAINT DAVID SCHOOL SRL\\nRNC EMISOR: 102313105\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS DANIEL SOSA BREA\\nRNC CLIENTE: 40220184572\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450335998328\\nFACTURA NO.: 9392824\\nAUTORIZACION: 28869966\\nTELEFONO: 809-248-4920\\nFECHA: 11/06/2025  HORA: 10:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  CURSO     CURSO DE CAPACITACION       23,672.00\\n    2  UNIDAD    CUADERNO 100 HOJAS             253.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION        15,468.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       39,393.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$          39,393.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5573723\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 45950169\\nDETALLE DE SERVICIOS\\nArchivado\\n\\n--- FACTURA ---\\n\\nLUISA MARIA PAULINO GUZMAN\\nRNC EMISOR: 00118457100\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANTONIO DE LA ROSA SURIEL SURIEL\\nRNC CLIENTE: 00103464004\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325052817263\\nFACTURA NO.: 6571504\\nAUTORIZACION: 98352842\\nTELEFONO: 809-708-1381\\nFECHA: 25/06/2024  HORA: 20:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    GORRA BORDADA\\n                                   1,049.00\\n    3  UNIDAD    CAMISA DE VESTIR\\n                                   7,709.97\\n    4  UNIDAD    PANTALON CASUAL\\n                                  15,872.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,790.95\\n-------------------------------------------\\nSUB-TOTAL RD$       26,421.92\\nIMPUESTO ITBIS RD$       4,755.95\\nTOTAL RD$          31,177.87\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7790951\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 30450299\\n\\n--- FACTURA ---\\n\\nFINAULEX\\nRNC EMISOR: 133098717\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAYLLY GUADALUPE GOMEZ RIJO DE RODRIGUE\\nRNC CLIENTE: 02800916765\\nFACTURA DE CREDITO FISCAL\\nNCF E453569062044\\nFACTURA NO.: 6021576\\nAUTORIZACION: 12432146\\nTELEFONO: 809-611-6075\\nFECHA: 01/11/2025  HORA: 16:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       33,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    71,000.00\\n    1  MES       SUPERVISION DE OBRA         62,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   58,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      225,000.00\\nITBIS 18% RD$      40,500.00\\nTOTAL RD$         265,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7295834\\nGRACIAS POR SU COMPRA\\nF\"}","template_ids":[4,5,13],"business_categories":["educacion","ropa_comercio","profesional"],"catalog_sources":[["curated","proconsumidor_utiles_escolares_2025"],["curated"],["curated"]],"issuer_rncs":["102313105","00118457100","133098717"],"invoice_ids":["inv_b9246b8b0d05b54487f5","inv_ae3f5f0fd0c3fa37d4a6","inv_324b72c1546b38cebdaf"],"observation_id":"obs_cc91b8b0270b84ae83bc","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":1.018,"brightness_factor":0.937,"blur_sigma":0.116,"crop_applied":false,"camera_distance_factors":[0.884,0.888,0.967],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":69.89,"jpeg_quality":95,"documents":[{"rotation_deg":0.13,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.117,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-1.566,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"F"}]},"num_invoices":3,"seed":8418587204868671030,"difficulty":"hard","split":"train"}
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{"image":"images/607_003489.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102088747\",\"ncf\":\"E328797797335\",\"fecha_comprobante\":\"20240810\",\"monto_facturado\":30600.98,\"itbis_facturado\":5508.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":36109.16,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EMBE\\nRNC EMISOR: 131351387\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO ANTONIO RAMIREZ PEREZ\\nRNC CLIENTE: 00102088747\\nFACTURA DE CREDITO FISCAL\\nNCF E328797797335\\nFACTURA NO.: 3642871\\nAUTORIZACION: 490879476\\nTELEFONO: 809-798-6644\\nFECHA: 10/08/2024  HORA: 14:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  19,506.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     723.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     735.98\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     516.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,120.00\\n-------------------------------------------\\nSUBTOTAL RD$       30,600.98\\nIMPUESTO ITBIS RD$       5,508.18\\nTOTAL RD$          36,109.16\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3257883\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 81540495\\nVerificado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131351387"],"invoice_ids":["inv_8cbea090c32d6c64e1b6"],"observation_id":"obs_beb6a812796a38083941","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.463,"red_scale":0.946,"blue_scale":1.054,"contrast_factor":0.889,"brightness_factor":1.014,"blur_sigma":0.66,"crop_applied":false,"camera_distance_factors":[0.898],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.02,"jpeg_quality":68,"documents":[{"rotation_deg":-0.934,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14400425284246064629,"difficulty":"very_hard","split":"train"}
{"image":"images/606_003490.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00116189002\",\"ncf\":\"B1581472647\",\"fecha_comprobante\":\"20250815\",\"monto_facturado_servicios\":2792.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":502.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"OSCAR SAN MARTIN CAMELIO\\nOSCAR SAN MARTIN CAMELIO\\nRNC EMISOR: 00116189002\\nCLIENTE: ARION DOMINICANA SRL\\nRNC CLIENTE: 130304262\\nFACTURA DE CREDITO FISCAL\\nNCF B1581472647\\nFACTURA NO.: 6249110\\nAUTORIZACION: 188203513\\nTELEFONO: 809-981-2653\\nFECHA: 15/08/2025  HORA: 18:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     2,792.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,792.00\\nIMPUESTO ITBIS RD$         502.56\\nTOTAL RD$           3,294.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9403176\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 35125435\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["00116189002"],"invoice_ids":["inv_b91a5c32f3d28f44aee2"],"observation_id":"obs_5967687fc74425e74d52","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.031,"brightness_factor":1.024,"blur_sigma":0.047,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":57.25,"jpeg_quality":95,"documents":[{"rotation_deg":-0.29,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3022227947576726459,"difficulty":"light","split":"train"}
{"image":"images/607_003491.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40224198073\",\"ncf\":\"E456975935844\",\"fecha_comprobante\":\"20250317\",\"monto_facturado\":2861.90,\"itbis_facturado\":515.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":3377.04,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COBB CARIBE\\nRNC EMISOR: 109023718\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUELA EVANGELISTA DE DE LA CRUZ\\nRNC CLIENTE: 40224198073\\nFACTURA DE CREDITO FISCAL\\nNCF: E456975935844\\nFACTURA NO.: 7642132\\nAUTORIZACION: 426738539\\nTELEFONO: 809-773-7770\\nFECHA: 17/03/2025  HORA: 17:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,599.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     262.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,861.90\\nIMPUESTO ITBIS RD$         515.14\\nTOTAL RD$           3,377.04\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 936058\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 60324422\\nCC\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["109023718"],"invoice_ids":["inv_baaa05a2be9d196f18e8"],"observation_id":"obs_ed3ac131813df770a51f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":9.66,"augmentation_metadata":{"downscale_factor":0.679,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.094,"brightness_factor":0.87,"blur_sigma":0.337,"crop_applied":false,"camera_distance_factors":[0.998],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.23,"jpeg_quality":90,"documents":[{"rotation_deg":1.139,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"CC"}]},"num_invoices":1,"seed":7141542738156950541,"difficulty":"medium","split":"train"}
{"image":"images/606_003492.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101199369\",\"ncf\":\"B0280754113\",\"fecha_comprobante\":\"20250215\",\"monto_facturado_servicios\":501.50,\"monto_facturado_bienes\":54692.96,\"itbis_facturado\":9935.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"EMPRESAS CAMILO C X A\\nEMPRESAS CAMILO C X A\\nRNC 101199369\\nCLIENTE: NONNO S BIO SHOP SRL\\nRNC CLIENTE: 131506844\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0280754113\\nFACTURA NO.: 1428509\\nAUTORIZACION: 146635314\\nTELEFONO: 809-741-8851\\nFECHA: 15/02/2025  HORA: 11:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     501.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  30,583.96\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,770.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,161.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,178.00\\n-------------------------------------------\\nSUBTOTAL RD$       55,194.46\\nITBIS 18% RD$       9,935.00\\nTOTAL RD$          65,129.46\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 5448236\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 78303295\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101199369"],"invoice_ids":["inv_f234d6d82ce97a8a8193"],"observation_id":"obs_5c0631b9824d4d31da9a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.29,"augmentation_metadata":{"downscale_factor":0.718,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.877,"brightness_factor":1.015,"blur_sigma":0.417,"crop_applied":false,"camera_distance_factors":[0.945],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.64,"jpeg_quality":88,"documents":[{"rotation_deg":-1.358,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17277631948844684781,"difficulty":"medium","split":"train"}
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{"image":"images/606_003494.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00113433759\",\"ncf\":\"B0287251956\",\"fecha_comprobante\":\"20250722\",\"monto_facturado_servicios\":137000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24660.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131273831\",\"ncf\":\"E443400644163\",\"fecha_comprobante\":\"20250219\",\"monto_facturado_servicios\":1775.50,\"monto_facturado_bienes\":2958.00,\"itbis_facturado\":852.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LAURA CLEOTINA RIVAS CALCAGÑO\\nLAURA CLEOTINA RIVAS CALCAGÑO\\nRNC 00113433759\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 17287 EL\\nSAMA\\nRNC CLIENTE: 430412597\\nFACTURA DE CREDITO FISCAL\\nNCF B0287251956\\nFACTURA NO.: 2813838\\nAUTORIZACION: 602825418\\nTELEFONO: 809-528-4186\\nFECHA: 22/07/2025  HORA: 14:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  37,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  64,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  19,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  17,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      137,000.00\\nITBIS 18% RD$      24,660.00\\nTOTAL RD$         161,660.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5081195\\nGRACIAS POR SU COMPRA\\nLCR\\nREVISADO\\n\\n--- FACTURA ---\\n\\nA & D AUTO PAINT\\nA & D AUTO PAINT SRL\\nRNC: 131273831\\nCLIENTE: PEDRO JUNIOR ROMERO ROMERO\\nRNC CLIENTE: 22300658204\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443400644163\\nFACTURA NO.: 1478500\\nAUTORIZACION: 857592473\\nTELEFONO: 809-228-9887\\nFECHA: 19/02/2025  HORA: 08:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,775.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           351.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         1,458.00\\n    1  UNIDAD    EQUIPO ELECTRICO             1,149.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,733.50\\nITBIS 18% RD$         852.03\\nTOTAL RD$           5,585.53\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7714653\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 24434720\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,3],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00113433759","131273831"],"invoice_ids":["inv_d16ae57792f45362a94b","inv_1e495b6225a4323e12aa"],"observation_id":"obs_852af79f8ddafadc37ec","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.46,"augmentation_metadata":{"downscale_factor":0.889,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.986,"brightness_factor":0.954,"blur_sigma":0.252,"crop_applied":false,"camera_distance_factors":[0.929,0.894],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.71,"jpeg_quality":76,"documents":[{"rotation_deg":-2.074,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.096,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LCR"},{"kind":"none","text":""}]},"num_invoices":2,"seed":889333235567182756,"difficulty":"medium","split":"validation"}
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{"image":"images/606_003498.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00300003159\",\"ncf\":\"B0176087851\",\"fecha_comprobante\":\"20250113\",\"monto_facturado_servicios\":37500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"MANOLO FELIX OLAVERRIA SANTANA\\nMANOLO FELIX OLAVERRIA SANTANA\\nRNC 00300003159\\nCLIENTE: CARLA PATRICIA CHALAS MONTOLIO\\nRNC CLIENTE: 00118082833\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0176087851\\nFACTURA NO.: 0804304\\nAUTORIZACION: 362207833\\nTELEFONO: 809-401-4396\\nFECHA: 13/01/2025  HORA: 15:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   37,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       37,500.00\\nIMPUESTO ITBIS RD$       6,750.00\\nTOTAL RD$          44,250.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 8769314\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 48684166\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00300003159"],"invoice_ids":["inv_30a87d56f41b90c72799"],"observation_id":"obs_203ecee6d4147ff5e7dc","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.97,"augmentation_metadata":{"downscale_factor":0.979,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.038,"brightness_factor":0.98,"blur_sigma":0.13,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.86,"jpeg_quality":95,"documents":[{"rotation_deg":0.168,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3913557054585460067,"difficulty":"light","split":"validation"}
{"image":"images/607_003499.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132297997\",\"ncf\":\"E449316849325\",\"fecha_comprobante\":\"20241122\",\"monto_facturado\":28708.25,\"itbis_facturado\":5167.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":33875.74,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EXPORTADORA DE MARISCOS Y PRODUCTOS AGRICO\\nRNC EMISOR: 131930131\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BONO PHARMA SRL\\nRNC CLIENTE: 132297997\\nFACTURA DE CREDITO FISCAL\\nNCF: E449316849325\\nFACTURA NO.: 4282657\\nAUTORIZACION: 452219425\\nTELEFONO: 809-457-5685\\nFECHA: 22/11/2024  HORA: 09:54\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 17,474.75\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  8,435.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    710.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,088.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       28,708.25\\nIMPUESTO ITBIS RD$       5,167.49\\nTOTAL RD$          33,875.74\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2306882\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 67206531\\nAPROBADO\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131930131"],"invoice_ids":["inv_00d7f4ab0dbb92d3d954"],"observation_id":"obs_466ec1d4e20f4b9ea6f5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.61,"augmentation_metadata":{"downscale_factor":0.74,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.906,"brightness_factor":0.887,"blur_sigma":0.721,"crop_applied":false,"camera_distance_factors":[0.885],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.12,"jpeg_quality":89,"documents":[{"rotation_deg":-4.013,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9181928157487012784,"difficulty":"medium","split":"train"}
{"image":"images/606_003500.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132189965\",\"ncf\":\"B0253527070\",\"fecha_comprobante\":\"20250827\",\"monto_facturado_servicios\":12962.00,\"monto_facturado_bienes\":22813.93,\"itbis_facturado\":3537.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131339883\",\"ncf\":\"B1557535172\",\"fecha_comprobante\":\"20251027\",\"monto_facturado_servicios\":136000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24480.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"GRUPO INTERSCAPE\\nGRUPO INTERSCAPE SRL\\nRNC: 132189965\\nCLIENTE: GERSAN CESARIN PINTURA Y DESABOLLADURA \\nRNC CLIENTE: 133096943\\nFACTURA DE CREDITO FISCAL\\nNCF B0253527070\\nFACTURA NO.: 7284968\\nAUTORIZACION: 932744867\\nTELEFONO: 809-200-9057\\nFECHA: 27/08/2025  HORA: 11:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  QUINTAL   ARROZ EN CASCARA            16,039.96\\n    3  UNIDAD    PLATANO BARAHONERO              84.00\\n    1  SERVICIO  SERVICIO DE COSECHA         12,962.00\\n    3  UNIDAD    FERTILIZANTE AGRICOLA        6,689.97\\n----------------------------------------------\\nSUB-TOTAL RD$       35,775.93\\nITBIS RD$       3,537.35\\nTOTAL RD$          39,313.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9825605\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 42721547\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nEntregado\\n\\n--- FACTURA ---\\n\\nGRUPO SILVESTRE\\nGRUPO SILVESTRE SRL\\nRNC 131339883\\nCLIENTE: AGROINDUSTRIAL JPM SRL\\nRNC CLIENTE: 130756198\\nFACTURA DE CREDITO FISCAL\\nNCF: B1557535172\\nFACTURA NO.: 7584089\\nAUTORIZACION: 905781900\\nTELEFONO: 809-539-4128\\nFECHA: 27/10/2025  HORA: 11:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       116,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      136,000.00\\nITBIS RD$      24,480.00\\nTOTAL RD$         160,480.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1673223\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 82886462\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[6,4],"business_categories":["agricultura","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132189965","131339883"],"invoice_ids":["inv_c36ee7ad8d20e4a32d72","inv_56c7fd08ff65cb28df63"],"observation_id":"obs_4f1121b188dd1af31d93","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.59,"augmentation_metadata":{"downscale_factor":0.971,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.842,"brightness_factor":0.909,"blur_sigma":0.131,"crop_applied":false,"camera_distance_factors":[0.987,0.92],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":38.08,"jpeg_quality":96,"documents":[{"rotation_deg":-1.003,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.194,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14807312349938409378,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 87475966\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGRR\\nEntregado\\n\\n--- FACTURA ---\\n\\nINVERSIONES AGAVE S A\\nINVERSIONES AGAVE S A\\nRNC EMISOR: 101830212\\nCLIENTE: ADANAY ELEGANCIA PERFUMADA SRL\\nRNC CLIENTE: 133036215\\nFACTURA DE CREDITO FISCAL\\nNCF: E459948736540\\nFACTURA NO.: 8255538\\nAUTORIZACION: 932477873\\nTELEFONO: 809-347-1009\\nFECHA: 27/02/2024  HORA: 14:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  34,080.95\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   3,217.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,297.95\\nITBIS RD$           0.00\\nOTROS IMPUESTOS RD$     291.28\\nTOTAL RD$          37,589.23\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2217759\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nNADECHA NICOLE CARO BRITO\\nNADECHA NICOLE CARO BRITO\\nRNC EMISOR: 40221197458\\nCLIENTE: WI WEALTH INVESTMENT SRL\\nRNC CLIENTE: 130677387\\nFACTURA DE CREDITO FISCAL\\nNCF B1467102978\\nFACTURA NO.: 3903571\\nAUTORIZACION: 703906754\\nTELEFONO: 809-742-7307\\nFECHA: 04/09/2024  HORA: 14:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  39,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  14,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   8,000.00\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  29,696.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  25,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      116,196.00\\nITBIS 18% RD$      20,915.28\\nTOTAL RD$         137,111.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9705047\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 66505019\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nNNC\\nCargo almacen\"}","template_ids":[1,0,5],"business_categories":["profesional","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133403846","101830212","40221197458"],"invoice_ids":["inv_3c826a30eff214853eaa","inv_27e328f3efe1ee9fe55d","inv_9df757def0f085f0bfb5"],"observation_id":"obs_f43ea7485d0ed9a694f7","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":1.049,"blue_scale":0.951,"contrast_factor":0.961,"brightness_factor":0.974,"blur_sigma":0.223,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.04,"jpeg_quality":92,"documents":[{"rotation_deg":-0.663,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.178,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.27,"perspective":0.004,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"GRR"},{"kind":"geometric","text":""},{"kind":"initials","text":"NNC"}]},"num_invoices":3,"seed":12369231195382776632,"difficulty":"hard","split":"train"}
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{"image":"images/606_003516.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02600501817\",\"ncf\":\"B1450697253\",\"fecha_comprobante\":\"20241011\",\"monto_facturado_servicios\":151168.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27210.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"MARISOL SANTOS\\nMARISOL SANTOS\\nRNC EMISOR: 02600501817\\nCLIENTE: RANDY  SALCEDO DE LA CRUZ\\nRNC CLIENTE: 40232155438\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1450697253\\nFACTURA NO.: 0269359\\nAUTORIZACION: 311698621\\nTELEFONO: 809-425-9704\\nFECHA: 11/10/2024  HORA: 13:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   11,631.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       25,375.00\\n    2  MES       ALQUILER DE LOCAL           88,258.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   25,904.99\\n----------------------------------------------\\nSUB-TOTAL RD$      151,168.99\\nITBIS 18% RD$      27,210.42\\nTOTAL RD$         178,379.41\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7348814\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["02600501817"],"invoice_ids":["inv_c48f55e12051f64f120a"],"observation_id":"obs_f6cc3fead95df979b5d1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.17,"augmentation_metadata":{"downscale_factor":0.585,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.072,"brightness_factor":0.947,"blur_sigma":0.649,"crop_applied":false,"camera_distance_factors":[0.986],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.65,"jpeg_quality":90,"documents":[{"rotation_deg":3.72,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7049309600298877935,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 71428360\\n\\n--- FACTURA ---\\n\\nSIND ENTERPRISES\\nRNC EMISOR: 132541324\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO FELIX LLUBERES SANCHEZ\\nRNC CLIENTE: 00101781904\\nFACTURA DE CREDITO FISCAL\\nNCF: B1400980396\\nFACTURA NO.: 6501349\\nAUTORIZACION: 891882578\\nTELEFONO: 809-745-9211\\nFECHA: 15/02/2024  HORA: 15:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         6,490.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,836.00\\n    2  UNIDAD    EQUIPO ELECTRICO             6,463.98\\n    5  UNIDAD    MATERIAL DE OFICINA          4,200.00\\n----------------------------------------------\\nSUBTOTAL RD$       18,989.98\\nITBIS RD$       3,418.20\\nTOTAL RD$          22,408.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8573235\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 79409424\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nGERMAN HERNANDEZ GH VEGTALES\\nRNC EMISOR: 133471612\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BENTLEY SANTO DOMINGO SRL\\nRNC CLIENTE: 130230463\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1574744725\\nFACTURA NO.: 2047300\\nAUTORIZACION: 869137438\\nTELEFONO: 809-732-1897\\nFECHA: 10/05/2024  HORA: 20:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   FRUTAS FRESCAS               4,101.00\\n    4  UNIDAD    FERTILIZANTE AGRICOLA        5,396.00\\n    1  SERVICIO  SERVICIO DE COSECHA          7,238.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       16,735.00\\nITBIS 18% RD$       2,274.12\\nTOTAL RD$          19,009.12\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4116695\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 54802178\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA ELA S A\\nRNC EMISOR: 102310203\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REYNALDO LORENZO MORETA SURIEL SURIEL\\nRNC CLIENTE: 00107930737\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458769444106\\nFACTURA NO.: 1688547\\nAUTORIZACION: 499650553\\nTELEFONO: 809-793-4758\\nFECHA: 13/01/2024  HORA: 15:40\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    605.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$          605.00\\nITBIS RD$           0.00\\nTOTAL RD$             605.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6461630\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 40768508\"}","template_ids":[5,12,4,9],"business_categories":["comercio_general","comercio_general","agricultura","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00108001207","132541324","133471612","102310203"],"invoice_ids":["inv_2766d27821d7d71231f9","inv_7bdcce0e776dfd96fd55","inv_75c40853086ded34daed","inv_eed00d12dbda7fb80c1f"],"observation_id":"obs_320fdebbbea09d98e829","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.002,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":26.85,"jpeg_quality":98,"documents":[{"rotation_deg":-0.009,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.007,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.131,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.056,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":5860517074832817569,"difficulty":"very_hard","split":"train"}
{"image":"images/606_003524.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00116170069\",\"ncf\":\"E322999606685\",\"fecha_comprobante\":\"20240808\",\"monto_facturado_servicios\":22500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4050.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133678731\",\"ncf\":\"E450373150021\",\"fecha_comprobante\":\"20241204\",\"monto_facturado_servicios\":1529.00,\"monto_facturado_bienes\":68866.75,\"itbis_facturado\":12671.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"DR EDWIN DISLA\\nEDWIN SAMUEL DISLA ROSARIO\\nRNC: 00116170069\\nCLIENTE: MARCO VINICIO TAVERAS MINAYA\\nRNC CLIENTE: 13600131406\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322999606685\\nFACTURA NO.: 5302576\\nAUTORIZACION: 20940603\\nTELEFONO: 809-640-3598\\nFECHA: 08/08/2024  HORA: 14:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   7,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  15,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       22,500.00\\nITBIS RD$       4,050.00\\nTOTAL RD$          26,550.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 863705\\nGRACIAS POR SU COMPRA\\nDED\\n\\n--- FACTURA ---\\n\\nFRAROMEL PROYECTOS INTEGRALES\\nFRAROMEL PROYECTOS INTEGRALES SRL\\nRNC EMISOR: 133678731\\nCLIENTE: CLEDY GENARINA JIMENEZ RODRIGUEZ\\nRNC CLIENTE: 03103838185\\nFACTURA DE CREDITO FISCAL\\nNCF E450373150021\\nFACTURA NO.: 1187382\\nAUTORIZACION: 352042129\\nTELEFONO: 809-334-9192\\nFECHA: 04/12/2024  HORA: 11:50\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 40,955.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 23,339.75\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,952.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,620.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,529.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       70,395.75\\nITBIS RD$      12,671.24\\nTOTAL RD$          83,066.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1861664\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 65067013\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\"}","template_ids":[1,9],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00116170069","133678731"],"invoice_ids":["inv_c814eecf0ebf26b2ca9c","inv_035d674b6bc4f8944524"],"observation_id":"obs_e1b237434296e23906a7","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":6.84,"augmentation_metadata":{"downscale_factor":0.696,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.736,"brightness_factor":1.054,"blur_sigma":0.373,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.33,"jpeg_quality":88,"documents":[{"rotation_deg":-0.695,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.452,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DED"},{"kind":"none","text":""}]},"num_invoices":2,"seed":14846662870068106672,"difficulty":"hard","split":"train"}
{"image":"images/607_003525.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131280382\",\"ncf\":\"E322731748858\",\"fecha_comprobante\":\"20250711\",\"monto_facturado\":41970.45,\"itbis_facturado\":7554.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":49525.13,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02600131896\",\"ncf\":\"E321281279613\",\"fecha_comprobante\":\"20240412\",\"monto_facturado\":13022.85,\"itbis_facturado\":2344.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15366.96,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MERAN AUTO IMPORT\\nRNC EMISOR: 131344692\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA MEDRANO SOSA SRL\\nRNC CLIENTE: 131280382\\nFACTURA DE CREDITO FISCAL\\nNCF: E322731748858\\nFACTURA NO.: 5328482\\nAUTORIZACION: 397548890\\nTELEFONO: 809-348-2704\\nFECHA: 11/07/2025  HORA: 20:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    FILTRO DE ACEITE               591.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,532.95\\n    1  UNIDAD    JUEGO DE PASTILLAS DE FRENO    4,796.00\\n    3  UNIDAD    BATERIA AUTOMOTRIZ          32,449.50\\n    3  UNIDAD    ACEITE DE MOTOR              2,601.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       41,970.45\\nITBIS 18% RD$       7,554.68\\nTOTAL RD$          49,525.13\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8369833\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nDESCON\\nRNC EMISOR: 101785276\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ANTONIO BERNARD\\nRNC CLIENTE: 02600131896\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321281279613\\nFACTURA NO.: 7817105\\nAUTORIZACION: 838224517\\nTELEFONO: 809-558-5320\\nFECHA: 12/04/2024  HORA: 17:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            878.85\\n    3  UNIDAD    MATERIAL DE OFICINA          3,063.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,456.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         7,625.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,022.85\\nITBIS 18% RD$       2,344.11\\nTOTAL RD$          15,366.96\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 861647\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 46314969\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[4,12],"business_categories":["automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131344692","101785276"],"invoice_ids":["inv_1b3a7137892b9148c962","inv_2b52a83082e3b1de9a74"],"observation_id":"obs_0d7cc3eca706ca2c4238","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.99,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":1.024,"brightness_factor":0.986,"blur_sigma":0.091,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":29.2,"jpeg_quality":91,"documents":[{"rotation_deg":-0.579,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.65,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10554339901100579676,"difficulty":"medium","split":"train"}
{"image":"images/606_003526.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131275524\",\"ncf\":\"B1435560871\",\"fecha_comprobante\":\"20250821\",\"monto_facturado_servicios\":254660.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":45838.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INNOVACIONES DIGITALES Y FOTOGRAFICAS DEL \\nINNOVACIONES DIGITALES Y FOTOGRAFICAS DEL ESTE J\\nRNC 131275524\\nCLIENTE: FUNDACION PRO PATRIA PARA TODOS\\nRNC CLIENTE: 430023752\\nFACTURA DE CREDITO FISCAL\\nNCF B1435560871\\nFACTURA NO.: 5511517\\nAUTORIZACION: 171139278\\nTELEFONO: 809-872-1219\\nFECHA: 21/08/2025  HORA: 10:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS      126,500.00\\n   30  PAGINA    TRADUCCION DE DOCUMENTOS    68,160.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   21,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      19,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      254,660.00\\nITBIS RD$      45,838.80\\nTOTAL RD$         300,498.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1962714\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 33272809\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131275524"],"invoice_ids":["inv_da5cc8d43b58b421c936"],"observation_id":"obs_faf2d03b4ab830b34455","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.67,"augmentation_metadata":{"downscale_factor":0.735,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.669,"brightness_factor":1.083,"blur_sigma":0.615,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":79,"documents":[{"rotation_deg":1.055,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16983720044339171251,"difficulty":"medium","split":"train"}
{"image":"images/607_003527.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09300467876\",\"ncf\":\"E454260488646\",\"fecha_comprobante\":\"20240223\",\"monto_facturado\":109550.97,\"itbis_facturado\":19719.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":74014.45,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":55255.69,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ADELAIDA DIAZ POLANCO\\nRNC EMISOR: 01600100786\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WENDY MILANY HENRIQUEZ MELENDEZ\\nRNC CLIENTE: 09300467876\\nFACTURA DE CREDITO FISCAL\\nNCF: E454260488646\\nFACTURA NO.: 7259637\\nAUTORIZACION: 546709182\\nTELEFONO: 809-517-3319\\nFECHA: 23/02/2024  HORA: 18:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          109,550.97\\n----------------------------------------------\\nSUB-TOTAL RD$      109,550.97\\nITBIS 18% RD$      19,719.17\\nTOTAL RD$         129,270.14\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2013911\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 97919051\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["01600100786"],"invoice_ids":["inv_427f1513f748decf945a"],"observation_id":"obs_847dd206c824cca312a7","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.26,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":1.065,"brightness_factor":1.007,"blur_sigma":0.353,"crop_applied":false,"camera_distance_factors":[0.96],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":96,"documents":[{"rotation_deg":-1.754,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13098659950503765949,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 17198679\\nP\\n\\n--- FACTURA ---\\n\\nCARLOS DAVID PACHE BAEZ\\nCARLOS DAVID PACHE BAEZ\\nRNC: 02601130657\\nCLIENTE: LIDIA LISSETTE BRITO MADERA\\nRNC CLIENTE: 40220779389\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317612502768\\nFACTURA NO.: 4292061\\nAUTORIZACION: 128209468\\nTELEFONO: 809-974-6744\\nFECHA: 12/12/2025  HORA: 08:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,471.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     872.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  14,092.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,435.00\\nITBIS RD$       3,138.30\\nTOTAL RD$          20,573.30\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2938848\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 87609735\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nDORALF INVESTMENT\\nDORALF INVESTMENT SRL\\nRNC EMISOR: 132666364\\nCLIENTE: WASHING TECHNOLOGIES INC\\nRNC CLIENTE: 130162891\\nFACTURA DE CREDITO FISCAL\\nNCF B1563282901\\nFACTURA NO.: 7076122\\nAUTORIZACION: 649254652\\nTELEFONO: 809-544-6433\\nFECHA: 02/04/2025  HORA: 20:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    POLLO A LA PLANCHA\\n                                     864.00\\n    3  UNIDAD    JUGO NATURAL\\n                                     501.00\\n    1  UNIDAD    PLATO DEL DIA\\n                                     320.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  29,061.00\\n    1  UNIDAD    POSTRE DE LA CASA\\n                                     309.95\\n-------------------------------------------\\nSUB-TOTAL RD$       31,055.95\\nITBIS RD$       5,590.07\\nPROPINA LEGAL RD$     2,906.10\\nTOTAL RD$          39,552.12\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8011876\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,5,1],"business_categories":["profesional","comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132411765","02601130657","132666364"],"invoice_ids":["inv_28c7e0ce97e9bdd1ec5a","inv_2521d0a0c2154a7913e6","inv_347cd8534ea9132cc3da"],"observation_id":"obs_002dc5f4df4b737853a8","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.33,"augmentation_metadata":{"downscale_factor":0.896,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.984,"brightness_factor":1.019,"blur_sigma":0.008,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.55,"jpeg_quality":93,"documents":[{"rotation_deg":-0.281,"perspective":0.004,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.425,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.022,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"P"},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3203711484476357325,"difficulty":"hard","split":"validation"}
{"image":"images/607_003539.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101135514\",\"ncf\":\"B1469039273\",\"fecha_comprobante\":\"20241227\",\"monto_facturado\":53207.35,\"itbis_facturado\":9577.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":24905.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":37878.89,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02500019480\",\"ncf\":\"B1446114022\",\"fecha_comprobante\":\"20250918\",\"monto_facturado\":5642.00,\"itbis_facturado\":1015.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":6657.56,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05600657661\",\"ncf\":\"B0264694737\",\"fecha_comprobante\":\"20240125\",\"monto_facturado\":265611.95,\"itbis_facturado\":47810.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":313422.10,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DAJER & ASOCIADOS S A\\nRNC EMISOR: 101811935\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MOVIMIENTO ATRAQUE MARITIMO S A\\nRNC CLIENTE: 101135514\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1469039273\\nFACTURA NO.: 9569883\\nAUTORIZACION: 353527314\\nTELEFONO: 809-385-1921\\nFECHA: 27/12/2024  HORA: 13:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REFRESCO\\n                                     434.85\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  52,772.50\\n-------------------------------------------\\nSUB-TOTAL RD$       53,207.35\\nITBIS 18% RD$       9,577.32\\nTOTAL RD$          62,784.67\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 793292\\nGRACIAS POR SU COMPRA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nALHA CLARA\\nRNC EMISOR: 131373097\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUILLERMINA MARIA MERCEDES AVILA\\nRNC CLIENTE: 02500019480\\nFACTURA DE CREDITO FISCAL\\nNCF: B1446114022\\nFACTURA NO.: 4565881\\nAUTORIZACION: 427129776\\nTELEFONO: 809-524-9747\\nFECHA: 18/09/2025  HORA: 12:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,458.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,184.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,642.00\\nIMPUESTO ITBIS RD$       1,015.56\\nTOTAL RD$           6,657.56\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1993858\\nGRACIAS POR SU COMPRA\\nPAGADO\\n\\n--- FACTURA ---\\n\\nCOCOMAR LAS CANAS SRL\\nRNC EMISOR: 105004951\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUILLERMO MANUEL MARTE GUERRA\\nRNC CLIENTE: 05600657661\\nFACTURA DE CREDITO FISCAL\\nNCF: B0264694737\\nFACTURA NO.: 6184198\\nAUTORIZACION: 397710066\\nTELEFONO: 809-448-5345\\nFECHA: 25/01/2024  HORA: 13:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  13,007.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  14,510.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  44,795.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  22,577.00\\n    1  MES       ALQUILER DE LOCAL\\n                                 170,722.95\\n-------------------------------------------\\nSUBTOTAL RD$      265,611.95\\nITBIS 18% RD$      47,810.15\\nTOTAL RD$         313,422.10\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9275219\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 30659027\"}","template_ids":[5,1,5],"business_categories":["restaurante","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101811935","131373097","105004951"],"invoice_ids":["inv_ecb78a6a23e42b82cddb","inv_2ef6c94b1e85a4e6d439","inv_576b54f024dd2aed1b2c"],"observation_id":"obs_e61d01f28e7ce26ef862","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.717,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.789,"brightness_factor":1.037,"blur_sigma":0.48,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":64.85,"jpeg_quality":76,"documents":[{"rotation_deg":-1.517,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.444,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.537,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9994093278462892100,"difficulty":"hard","split":"train"}
{"image":"images/606_003540.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101012511\",\"ncf\":\"B0108785415\",\"fecha_comprobante\":\"20241106\",\"monto_facturado_servicios\":976.00,\"monto_facturado_bienes\":4404.00,\"itbis_facturado\":968.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00113401640\",\"ncf\":\"E448545716675\",\"fecha_comprobante\":\"20250625\",\"monto_facturado_servicios\":1667.95,\"monto_facturado_bienes\":6993.83,\"itbis_facturado\":1559.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"PRODUCTOS FIESTA CXA\\nPRODUCTOS FIESTA CXA\\nRNC EMISOR: 101012511\\nCLIENTE: FUMIGON C POR A\\nRNC CLIENTE: 130146047\\nFACTURA DE CREDITO FISCAL\\nNCF B0108785415\\nFACTURA NO.: 0437282\\nAUTORIZACION: 786251543\\nTELEFONO: 809-890-5645\\nFECHA: 06/11/2024  HORA: 14:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,630.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     976.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     774.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,380.00\\nITBIS RD$         968.40\\nTOTAL RD$           6,348.40\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7792650\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 43567186\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nLOURDES ALTAGRACIA OZUNA LARA LARA\\nLOURDES ALTAGRACIA OZUNA LARA LARA\\nRNC 00113401640\\nCLIENTE: ELIO OCTAVIO VALDEZ Y/O MAGDALENA LANTI\\nRNC CLIENTE: 101545534\\nFACTURA DE CREDITO FISCAL\\nNCF E448545716675\\nFACTURA NO.: 8066303\\nAUTORIZACION: 502765817\\nTELEFONO: 809-588-1575\\nFECHA: 25/06/2025  HORA: 19:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,667.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            663.98\\n    3  UNIDAD    EQUIPO ELECTRICO             6,329.85\\n----------------------------------------------\\nSUBTOTAL RD$        8,661.78\\nITBIS RD$       1,559.12\\nTOTAL RD$          10,220.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2474792\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 77818843\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[5,11],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101012511","00113401640"],"invoice_ids":["inv_9a38c6c4cddf42263e9e","inv_1f5de701d4c65cf7a888"],"observation_id":"obs_58a123efbcdf6d8fce28","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.49,"augmentation_metadata":{"downscale_factor":0.674,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":1.117,"brightness_factor":0.849,"blur_sigma":0.212,"crop_applied":false,"camera_distance_factors":[0.929,0.902],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":60.23,"jpeg_quality":73,"documents":[{"rotation_deg":0.764,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.232,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9892276513749858880,"difficulty":"medium","split":"train"}
{"image":"images/607_003541.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06100125373\",\"ncf\":\"B1535189546\",\"fecha_comprobante\":\"20240802\",\"monto_facturado\":20582.88,\"itbis_facturado\":3704.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12924.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11363.47,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO 02431 LA CIENAGA\\nRNC EMISOR: 430265713\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MERCEDES POLANCO DE FLETE\\nRNC CLIENTE: 06100125373\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1535189546\\nFACTURA NO.: 9976230\\nAUTORIZACION: 281924503\\nTELEFONO: 809-604-3280\\nFECHA: 02/08/2024  HORA: 15:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     785.90\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  13,287.98\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,434.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,731.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,344.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,582.88\\nITBIS 18% RD$       3,704.92\\nTOTAL RD$          24,287.80\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4898662\\nGRACIAS POR SU COMPRA\\nREVISADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430265713"],"invoice_ids":["inv_38925deb3292c6bc3b53"],"observation_id":"obs_b318ad0f09609b8ee017","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.86,"augmentation_metadata":{"downscale_factor":0.899,"red_scale":0.958,"blue_scale":1.042,"contrast_factor":1.026,"brightness_factor":1.02,"blur_sigma":0.21,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.39,"jpeg_quality":89,"documents":[{"rotation_deg":0.755,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8751730648245976463,"difficulty":"light","split":"train"}
{"image":"images/606_003542.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133780054\",\"ncf\":\"E327469576317\",\"fecha_comprobante\":\"20240816\",\"monto_facturado_servicios\":819.00,\"monto_facturado_bienes\":24059.40,\"itbis_facturado\":4478.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CLIMATECNICA VR\\nCLIMATECNICA VR SRL\\nRNC EMISOR: 133780054\\nCLIENTE: FUNDACION BENEFICA TODO POR LOS NIÑOS D\\nRNC CLIENTE: 430223948\\nFACTURA DE CREDITO FISCAL\\nNCF E327469576317\\nFACTURA NO.: 9956003\\nAUTORIZACION: 42077335\\nTELEFONO: 809-947-9833\\nFECHA: 16/08/2024  HORA: 13:45\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n  425  PIE       ALAMBRE ELECTRICO THHN NO. 12\\n                                                 18,062.50\\n    1  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS\\n                                                    135.00\\n    1  DIA       ALQUILER TALADRO PERCUTOR\\n                                                    819.00\\n    4  FUNDA     CEMENTO GRIS 42.5 KG\\n                                                  2,428.00\\n    2  UNIDAD    CERRADURA DE POMO\\n                                                  3,433.90\\n----------------------------------------------------------\\nSUB-TOTAL RD$       24,878.40\\nIMPUESTO ITBIS RD$       4,478.11\\nTOTAL RD$          29,356.51\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6844470\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 16199327\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133780054"],"invoice_ids":["inv_8dfd4b6e3399de7f720d"],"observation_id":"obs_7d7627cbd3439282f32f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.983,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.23,"jpeg_quality":96,"documents":[{"rotation_deg":-0.085,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14046802956904068682,"difficulty":"clean","split":"train"}
{"image":"images/607_003543.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133767325\",\"ncf\":\"E453186508390\",\"fecha_comprobante\":\"20240416\",\"monto_facturado\":1243.00,\"itbis_facturado\":223.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1466.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"J SCIENCE\\nRNC EMISOR: 133215942\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO COMERCIAL WLM SRL\\nRNC CLIENTE: 133767325\\nFACTURA DE CREDITO FISCAL\\nNCF E453186508390\\nFACTURA NO.: 3104780\\nAUTORIZACION: 526433393\\nTELEFONO: 809-803-6378\\nFECHA: 16/04/2024  HORA: 13:33\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,243.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        1,243.00\\nITBIS RD$         223.74\\nTOTAL RD$           1,466.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 587711\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 54283505\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133215942"],"invoice_ids":["inv_211ed048b9b67f6af7a2"],"observation_id":"obs_b5c6f4a8161dbb46257f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.004,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.71,"jpeg_quality":95,"documents":[{"rotation_deg":0.086,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6299897176083316952,"difficulty":"clean","split":"train"}
{"image":"images/606_003544.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22400379990\",\"ncf\":\"E444784917179\",\"fecha_comprobante\":\"20240101\",\"monto_facturado_servicios\":106992.92,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19258.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132550846\",\"ncf\":\"B1461553124\",\"fecha_comprobante\":\"20251110\",\"monto_facturado_servicios\":2035.50,\"monto_facturado_bienes\":7946.80,\"itbis_facturado\":1796.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"132532384\",\"ncf\":\"E327754549862\",\"fecha_comprobante\":\"20250313\",\"monto_facturado_servicios\":725259.48,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"GILBERT DEBANAN SANCHEZ TERRERO\\nGILBERT DEBANAN SANCHEZ TERRERO\\nRNC 22400379990\\nCLIENTE: VICTOR MANUEL CORPORAN DIAZ\\nRNC CLIENTE: 00115935470\\nFACTURA DE CREDITO FISCAL\\nNCF E444784917179\\nFACTURA NO.: 5017342\\nAUTORIZACION: 768771725\\nTELEFONO: 809-592-2544\\nFECHA: 01/01/2024  HORA: 08:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  VIAJE     TRANSPORTE DE CARGA\\n                                  90,161.97\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  16,830.95\\n-------------------------------------------\\nSUB-TOTAL RD$      106,992.92\\nIMPUESTO ITBIS RD$      19,258.73\\nTOTAL RD$         126,251.65\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1707196\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 15357732\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nBANAMALPA\\nBANAMALPA SRL\\nRNC: 132550846\\nCLIENTE: EDWIN EDGARD TRINIDAD BREA\\nRNC CLIENTE: 10300032371\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1461553124\\nFACTURA NO.: 5390789\\nAUTORIZACION: 133959411\\nTELEFONO: 809-921-6639\\nFECHA: 10/11/2025  HORA: 12:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,815.80\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,131.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,035.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,982.30\\nITBIS RD$       1,796.81\\nTOTAL RD$          11,779.11\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 9014895\\nGRACIAS POR SU COMPRA\\nB\\n\\n--- FACTURA ---\\n\\nSTUMBLE BACK REAL ESTATE\\nSTUMBLE BACK REAL ESTATE EIRL\\nRNC: 132532384\\nCLIENTE: ECARLEN MARIELY MARTINEZ ORTIZ\\nRNC CLIENTE: 40221934132\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327754549862\\nFACTURA NO.: 3408664\\nAUTORIZACION: 872625948\\nTELEFONO: 809-756-9424\\nFECHA: 13/03/2025  HORA: 19:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          346,847.98\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    6,004.50\\n    1  SERVICIO  COMISION INMOBILIARIA      241,217.00\\n    3  SERVICIO  TASACION DE PROPIEDAD      131,190.00\\n----------------------------------------------\\nSUBTOTAL RD$      725,259.48\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         725,259.48\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2495654\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 23764400\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCompra almacen\"}","template_ids":[0,0,4],"business_categories":["transporte","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["22400379990","132550846","132532384"],"invoice_ids":["inv_132cb26adb80f84c493c","inv_0bf5f662845e0ccc0d1b","inv_927a6256d6a21fff2182"],"observation_id":"obs_be33de7326a0bcb713d0","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.99,"augmentation_metadata":{"downscale_factor":0.835,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.098,"brightness_factor":0.851,"blur_sigma":0.1,"crop_applied":false,"camera_distance_factors":[0.931,0.897,0.988],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":66.56,"jpeg_quality":92,"documents":[{"rotation_deg":1.218,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.369,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.888,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"B"},{"kind":"none","text":""}]},"num_invoices":3,"seed":4995611016934009969,"difficulty":"hard","split":"train"}
{"image":"images/607_003545.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"110123809\",\"ncf\":\"E445074756946\",\"fecha_comprobante\":\"20250921\",\"monto_facturado\":607079.95,\"itbis_facturado\":109274.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":716354.34,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05601517054\",\"ncf\":\"B1517715551\",\"fecha_comprobante\":\"20240119\",\"monto_facturado\":21971.00,\"itbis_facturado\":3954.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":25925.78,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132008286\",\"ncf\":\"B0228004013\",\"fecha_comprobante\":\"20250708\",\"monto_facturado\":3120.00,\"itbis_facturado\":561.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":3681.60}],\"ocr\":\"SANCHEZ & PIÑA\\nRNC EMISOR: 131043593\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAURO & MARCO TIBERT S A\\nRNC CLIENTE: 110123809\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445074756946\\nFACTURA NO.: 4395390\\nAUTORIZACION: 868969877\\nTELEFONO: 809-830-9152\\nFECHA: 21/09/2025  HORA: 14:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  MES       ALQUILER DE LOCAL          333,384.95\\n    1  SERVICIO  COMISION INMOBILIARIA      244,338.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   10,873.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   18,484.00\\n----------------------------------------------\\nSUBTOTAL RD$      607,079.95\\nITBIS RD$     109,274.39\\nTOTAL RD$         716,354.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5342038\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 73463393\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nXIAN LI INVERSIONES\\nRNC EMISOR: 132423722\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL PEREZ REYNOSO\\nRNC CLIENTE: 05601517054\\nFACTURA DE CREDITO FISCAL\\nNCF: B1517715551\\nFACTURA NO.: 4805420\\nAUTORIZACION: 224037578\\nTELEFONO: 809-477-1572\\nFECHA: 19/01/2024  HORA: 12:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            816.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        19,440.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,715.00\\n----------------------------------------------\\nSUBTOTAL RD$       21,971.00\\nITBIS 18% RD$       3,954.78\\nTOTAL RD$          25,925.78\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1807542\\nGRACIAS POR SU COMPRA\\nXLI\\n\\n--- FACTURA ---\\n\\nRAMON DANIEL NOLASCO CARABALLO\\nRNC EMISOR: 04900721988\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO D COPIADO Y LIBRERIA MOREL UTATE\\nRNC CLIENTE: 132008286\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0228004013\\nFACTURA NO.: 0608058\\nAUTORIZACION: 513270041\\nTELEFONO: 809-450-5171\\nFECHA: 08/07/2025  HORA: 12:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    TINTE PARA CABELLO           3,120.00\\n----------------------------------------------\\nSUBTOTAL RD$        3,120.00\\nITBIS RD$         561.60\\nTOTAL RD$           3,681.60\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 2772753\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 72129504\\nCargo almacen\"}","template_ids":[4,13,2],"business_categories":["inmobiliario","comercio_general","belleza"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131043593","132423722","04900721988"],"invoice_ids":["inv_436807eda0583d4b8378","inv_60794be2c7042a8e7f04","inv_e3d45bf74faa6e9dd0ba"],"observation_id":"obs_9d8ea7c55c55b6d31e71","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.82,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.913,"brightness_factor":1.042,"blur_sigma":0.726,"crop_applied":false,"camera_distance_factors":[0.958,0.907,0.94],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":38.88,"jpeg_quality":72,"documents":[{"rotation_deg":-3.031,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.244,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.304,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"XLI"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4229637867112492231,"difficulty":"hard","split":"test"}
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{"image":"images/607_003555.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132887123\",\"ncf\":\"B0168788454\",\"fecha_comprobante\":\"20250406\",\"monto_facturado\":65359.00,\"itbis_facturado\":11764.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":77123.62,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132430311\",\"ncf\":\"E447881954485\",\"fecha_comprobante\":\"20241204\",\"monto_facturado\":151000.00,\"itbis_facturado\":27180.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":115126.85,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":63053.15,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HENRY ANTONELY PUJOLS FRANCO\\nRNC EMISOR: 15000003291\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FL TECHNICS DOMINICAN REPUBLIC SAS\\nRNC CLIENTE: 132887123\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0168788454\\nFACTURA NO.: 2639762\\nAUTORIZACION: 599763218\\nTELEFONO: 809-683-5549\\nFECHA: 06/04/2025  HORA: 15:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  44,502.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   5,668.00\\n    2  UNIDAD    BANNER PUBLICITARIO\\n                                   9,074.00\\n    5  UNIDAD    TARJETAS DE PRESENTACION\\n                                   6,115.00\\n-------------------------------------------\\nSUB-TOTAL RD$       65,359.00\\nITBIS 18% RD$      11,764.62\\nTOTAL RD$          77,123.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3383077\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 82051139\\nHAP\\nVerificado\\n\\n--- FACTURA ---\\n\\nMARIA YAJAIRA MARTINEZ PADILLA\\nRNC EMISOR: 05401366439\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GIROMAR DOMINICANA SRL\\nRNC CLIENTE: 132430311\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447881954485\\nFACTURA NO.: 9475763\\nAUTORIZACION: 114389963\\nTELEFONO: 809-486-8931\\nFECHA: 04/12/2024  HORA: 20:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  19,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  24,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  75,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  11,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  21,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      151,000.00\\nIMPUESTO ITBIS RD$      27,180.00\\nTOTAL RD$         178,180.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8862927\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 61710774\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,5],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["15000003291","05401366439"],"invoice_ids":["inv_a48fea673e27e4d23ab3","inv_3c35881b39273c634563"],"observation_id":"obs_141be2820db4f942b05a","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":6.28,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":1.039,"brightness_factor":0.984,"blur_sigma":0.077,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.06,"jpeg_quality":95,"documents":[{"rotation_deg":0.643,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.584,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HAP"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12159560150362192808,"difficulty":"medium","split":"train"}
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{"image":"images/607_003557.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130761167\",\"ncf\":\"E324179708182\",\"fecha_comprobante\":\"20240323\",\"monto_facturado\":215000.00,\"itbis_facturado\":38700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":152260.95,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":101439.05,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101706945\",\"ncf\":\"E320586044658\",\"fecha_comprobante\":\"20240326\",\"monto_facturado\":4506.96,\"itbis_facturado\":811.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5318.21,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CALUVI\\nRNC EMISOR: 132348044\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INTRAPELLI EIRL\\nRNC CLIENTE: 130761167\\nFACTURA DE CREDITO FISCAL\\nNCF: E324179708182\\nFACTURA NO.: 4091725\\nAUTORIZACION: 760684304\\nTELEFONO: 809-653-5733\\nFECHA: 23/03/2024  HORA: 08:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            17,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     8,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       91,500.00\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    83,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      215,000.00\\nITBIS 18% RD$      38,700.00\\nTOTAL RD$         253,700.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1828361\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 62458106\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCAMPITO SUPLY\\nRNC EMISOR: 03700601663\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO DOBLE P C POR A\\nRNC CLIENTE: 101706945\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E320586044658\\nFACTURA NO.: 7631295\\nAUTORIZACION: 816989987\\nTELEFONO: 809-814-6366\\nFECHA: 26/03/2024  HORA: 17:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     987.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,796.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,723.96\\n-------------------------------------------\\nSUBTOTAL RD$        4,506.96\\nIMPUESTO ITBIS RD$         811.25\\nTOTAL RD$           5,318.21\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 493017\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 42712340\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132348044","03700601663"],"invoice_ids":["inv_f31d76c788ae7b05588a","inv_19902c316b93d525afb9"],"observation_id":"obs_a8a1cf6adb02a98c1bdb","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.957,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.997,"brightness_factor":0.996,"blur_sigma":0.135,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.11,"jpeg_quality":92,"documents":[{"rotation_deg":0.222,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.022,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":11867165327985015550,"difficulty":"medium","split":"train"}
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{"image":"images/607_003567.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130255881\",\"ncf\":\"E316342118977\",\"fecha_comprobante\":\"20250327\",\"monto_facturado\":20300.88,\"itbis_facturado\":3654.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14233.59,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9721.45,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101834617\",\"ncf\":\"E323166884707\",\"fecha_comprobante\":\"20251012\",\"monto_facturado\":10056.95,\"itbis_facturado\":1810.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11867.20,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03100804255\",\"ncf\":\"B1541497048\",\"fecha_comprobante\":\"20240103\",\"monto_facturado\":124063.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":124063.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIN & GIRALDO COLOMBIGAS INTERNACIONAL S\\nRNC EMISOR: 130794618\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUSCASTA RUE INVESTMENTS S A\\nRNC CLIENTE: 130255881\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E316342118977\\nFACTURA NO.: 7853119\\nAUTORIZACION: 135311413\\nTELEFONO: 809-324-7171\\nFECHA: 27/03/2025  HORA: 19:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     875.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,532.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     525.90\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  14,544.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,823.98\\n-------------------------------------------\\nSUB-TOTAL RD$       20,300.88\\nITBIS RD$       3,654.16\\nTOTAL RD$          23,955.04\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4927455\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 60814381\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nA&N CONSTRUCCIONES ENGIART\\nRNC EMISOR: 132765745\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RANCHO RN 23 S A\\nRNC CLIENTE: 101834617\\nFACTURA DE CREDITO FISCAL\\nNCF E323166884707\\nFACTURA NO.: 8437174\\nAUTORIZACION: 302266871\\nTELEFONO: 809-500-3370\\nFECHA: 12/10/2025  HORA: 18:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   7,000.00\\n   16  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                   1,872.00\\n    5  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                   1,184.95\\n-------------------------------------------\\nSUBTOTAL RD$       10,056.95\\nITBIS 18% RD$       1,810.25\\nTOTAL RD$          11,867.20\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3117844\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSOLUCIONES ESTRATEGICAS DE NEGOCIOS SANCHE\\nRNC EMISOR: 132201231\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN RADHAMES ALMONTE NUÑEZ\\nRNC CLIENTE: 03100804255\\nFACTURA DE CREDITO FISCAL\\nNCF: B1541497048\\nFACTURA NO.: 4308029\\nAUTORIZACION: 410846288\\nTELEFONO: 809-639-4268\\nFECHA: 03/01/2024  HORA: 10:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   18,000.00\\n    3  PAGINA    TRADUCCION DE DOCUMENTOS     7,563.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      22,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       60,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      16,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      124,063.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         124,063.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8810010\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003574.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130027668\",\"ncf\":\"B1524825085\",\"fecha_comprobante\":\"20240104\",\"monto_facturado_servicios\":352966.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"INMOBILIARIA SABALA S A\\nINMOBILIARIA SABALA S A\\nRNC EMISOR: 130027668\\nCLIENTE: ERIBERTO ALVAREZ SANTOS\\nRNC CLIENTE: 04900755853\\nFACTURA DE CREDITO FISCAL\\nNCF: B1524825085\\nFACTURA NO.: 9495605\\nAUTORIZACION: 496207190\\nTELEFONO: 809-449-3907\\nFECHA: 04/01/2024  HORA: 16:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    9,232.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,682.50\\n    1  SERVICIO  COMISION INMOBILIARIA      139,891.99\\n    5  MES       ALQUILER DE LOCAL          185,160.00\\n----------------------------------------------\\nSUB-TOTAL RD$      352,966.49\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         352,966.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6819586\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 19280564\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130027668"],"invoice_ids":["inv_9cd8b110902b5b20bcc0"],"observation_id":"obs_2e39bdaa06fc55785e3c","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.67,"brightness_factor":1.054,"blur_sigma":0.616,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.83,"jpeg_quality":79,"documents":[{"rotation_deg":0.56,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18387604956263725277,"difficulty":"medium","split":"train"}
{"image":"images/607_003575.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130480303\",\"ncf\":\"B0159062004\",\"fecha_comprobante\":\"20250809\",\"monto_facturado\":49349.85,\"itbis_facturado\":8882.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":58232.82,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRANSPORTE MENDEZ\\nRNC EMISOR: 01000384261\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERRETERIA GARABITO PICHARDO SRL\\nRNC CLIENTE: 130480303\\nFACTURA DE CREDITO FISCAL\\nNCF B0159062004\\nFACTURA NO.: 5823814\\nAUTORIZACION: 500263462\\nTELEFONO: 809-623-4494\\nFECHA: 09/08/2025  HORA: 11:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     SERVICIO DE MENSAJERIA       1,437.00\\n    2  VIAJE     SERVICIO DE TRANSPORTE       4,178.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         5,359.00\\n    3  VIAJE     TRANSPORTE DE CARGA         38,375.85\\n----------------------------------------------\\nSUBTOTAL RD$       49,349.85\\nITBIS RD$       8,882.97\\nTOTAL RD$          58,232.82\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9372537\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 63544426\"}","template_ids":[13],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["01000384261"],"invoice_ids":["inv_56f2b88f0d7ade00ed1f"],"observation_id":"obs_de057e65cc971bb98057","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.94,"augmentation_metadata":{"downscale_factor":0.601,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.896,"brightness_factor":1.065,"blur_sigma":0.885,"crop_applied":true,"camera_distance_factors":[0.905],"legibility_scale_corrections":[0.0],"final_contrast_stddev":79.98,"jpeg_quality":75,"documents":[{"rotation_deg":-1.03,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2009068953536570560,"difficulty":"medium","split":"train"}
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{"image":"images/606_003578.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132744101\",\"ncf\":\"B0170133909\",\"fecha_comprobante\":\"20241026\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7544.00,\"itbis_facturado\":1357.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"AVILA JIMENEZ\\nAVILA JIMENEZ SRL\\nRNC 132744101\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 02545\\nMONTELL\\nRNC CLIENTE: 430266027\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0170133909\\nFACTURA NO.: 6180791\\nAUTORIZACION: 714349093\\nTELEFONO: 809-993-7552\\nFECHA: 26/10/2024  HORA: 10:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,544.00\\n-------------------------------------------\\nSUB-TOTAL RD$        7,544.00\\nITBIS RD$       1,357.92\\nTOTAL RD$           8,901.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6110615\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132744101"],"invoice_ids":["inv_1742dcd4fa8397bfed98"],"observation_id":"obs_fc66e9ca25a04ec15fa5","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":11.61,"augmentation_metadata":{"downscale_factor":0.832,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.936,"brightness_factor":0.949,"blur_sigma":0.198,"crop_applied":false,"camera_distance_factors":[0.97],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.41,"jpeg_quality":95,"documents":[{"rotation_deg":-1.312,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2756399879187039082,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 65024634\\n\\n--- FACTURA ---\\n\\nRITA ANGELINA PEREZ MARTINEZ\\nRITA ANGELINA PEREZ MARTINEZ\\nRNC: 00114429954\\nCLIENTE: DATCOM4IT SRL\\nRNC CLIENTE: 130706591\\nFACTURA DE CREDITO FISCAL\\nNCF B1481877048\\nFACTURA NO.: 5955238\\nAUTORIZACION: 620825521\\nTELEFONO: 809-308-8681\\nFECHA: 19/02/2025  HORA: 11:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   65,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      19,000.00\\n    1  PROYECTO  DISENO DE PLANOS           108,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      17,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      209,500.00\\nITBIS RD$      37,710.00\\nTOTAL RD$         247,210.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5717500\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 98470551\\nDETALLE DE SERVICIOS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nELINARDO DIAZ CARVAJAL CARVAJAL\\nELINARDO DIAZ CARVAJAL CARVAJAL\\nRNC: 00106424856\\nCLIENTE: RUTVELI MASSIEL GARCIA MELO\\nRNC CLIENTE: 40224802807\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0225445015\\nFACTURA NO.: 7090509\\nAUTORIZACION: 287944015\\nTELEFONO: 809-875-7740\\nFECHA: 20/08/2025  HORA: 12:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       32,000.00\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    39,000.00\\n   23  PAGINA    TRADUCCION DE DOCUMENTOS    22,793.00\\n    1  SERVICIO  ELABORACION DE INFORME      17,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      136,293.00\\nITBIS 18% RD$      24,532.74\\nTOTAL RD$         160,825.74\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4878619\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 73400386\\nRevisado\\n\\n--- FACTURA ---\\n\\nCARMEN MARITZA LINARES BRITO\\nCARMEN MARITZA LINARES BRITO\\nRNC: 130002622\\nCLIENTE: FRANCISCO  ALBERTO  MARTE MONTERO\\nRNC CLIENTE: 00113813661\\nFACTURA DE CREDITO FISCAL\\nNCF E311470643635\\nFACTURA NO.: 6127568\\nAUTORIZACION: 347562036\\nTELEFONO: 809-414-4638\\nFECHA: 15/06/2024  HORA: 12:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,732.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,925.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,657.00\\nITBIS 18% RD$       1,018.26\\nTOTAL RD$           6,675.26\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9131925\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 32175182\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9,4,3,5],"business_categories":["automotriz","profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00107229940","00114429954","00106424856","130002622"],"invoice_ids":["inv_d231b7cf47f41d41edb2","inv_37d3400183e6b8a6a71a","inv_42201d986fa90b9bb0ab","inv_a8f5f896674f691394a6"],"observation_id":"obs_d01f3b49c0269e5b20a6","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.807,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.729,"brightness_factor":1.076,"blur_sigma":0.549,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.34,"jpeg_quality":82,"documents":[{"rotation_deg":0.5,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.246,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.019,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.273,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":9757779908260523456,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_003604.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05900100719\",\"ncf\":\"E448778317631\",\"fecha_comprobante\":\"20250413\",\"monto_facturado_servicios\":4053.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":729.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"GILBERTO POLANCO SANCHEZ\\nGILBERTO POLANCO SANCHEZ\\nRNC: 05900100719\\nCLIENTE: DIOMARY DURAN BASILIO\\nRNC CLIENTE: 40221300904\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448778317631\\nFACTURA NO.: 6587019\\nAUTORIZACION: 926348418\\nTELEFONO: 809-402-4150\\nFECHA: 13/04/2025  HORA: 12:53\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                                  4,053.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        4,053.00\\nIMPUESTO ITBIS RD$         729.54\\nTOTAL RD$           4,782.54\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 5978225\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 78002376\"}","template_ids":[9],"business_categories":["salud"],"catalog_sources":[["curated"]],"issuer_rncs":["05900100719"],"invoice_ids":["inv_c7a941a90711dd019d90"],"observation_id":"obs_dd0a9db2d51ed00c7524","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":10.43,"augmentation_metadata":{"downscale_factor":0.687,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.921,"brightness_factor":1.045,"blur_sigma":0.348,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.11,"jpeg_quality":92,"documents":[{"rotation_deg":0.766,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11077311849625952439,"difficulty":"hard","split":"train"}
{"image":"images/607_003605.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430184942\",\"ncf\":\"E455653607799\",\"fecha_comprobante\":\"20241217\",\"monto_facturado\":51817.00,\"itbis_facturado\":9327.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":61144.06,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DALY  FELIPE PIERRES\\nRNC EMISOR: 03700844255\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE VECINOS MAXIMO GOMEZ\\nRNC CLIENTE: 430184942\\nFACTURA DE CREDITO FISCAL\\nNCF: E455653607799\\nFACTURA NO.: 5174830\\nAUTORIZACION: 817513843\\nTELEFONO: 809-882-5579\\nFECHA: 17/12/2024  HORA: 14:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   5,000.00\\n    5  UNIDAD    CERRADURA DE POMO\\n                                   5,465.00\\n    4  SERVICIO  MANO DE OBRA DE REPARACION\\n                                  40,860.00\\n   12  UNIDAD    CODO PVC 1/2 PULGADA\\n                                     492.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       51,817.00\\nITBIS 18% RD$       9,327.06\\nTOTAL RD$          61,144.06\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9477711\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 85594833\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\"}","template_ids":[1],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["03700844255"],"invoice_ids":["inv_31b6327719db6420a7f0"],"observation_id":"obs_e959cf444111c07a870b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.3,"augmentation_metadata":{"downscale_factor":0.876,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":1.12,"brightness_factor":0.859,"blur_sigma":0.364,"crop_applied":false,"camera_distance_factors":[0.968],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.88,"jpeg_quality":90,"documents":[{"rotation_deg":-0.629,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10640233408333641804,"difficulty":"medium","split":"train"}
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{"image":"images/606_003608.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132026802\",\"ncf\":\"E443248888098\",\"fecha_comprobante\":\"20240410\",\"monto_facturado_servicios\":115431.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":20777.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":165.16,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"03100465438\",\"ncf\":\"E322213876240\",\"fecha_comprobante\":\"20250202\",\"monto_facturado_servicios\":793.00,\"monto_facturado_bienes\":25901.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"BIESCAS\\nBIESCAS SRL\\nRNC EMISOR: 132026802\\nCLIENTE: CRIST VIU SOLUTIONS SRL\\nRNC CLIENTE: 132739744\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443248888098\\nFACTURA NO.: 9950288\\nAUTORIZACION: 180324135\\nTELEFONO: 809-513-8669\\nFECHA: 10/04/2024  HORA: 10:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       ALQUILER DE LOCAL\\n                                  40,337.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  15,944.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  34,239.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  24,910.00\\n-------------------------------------------\\nSUB-TOTAL RD$      115,431.49\\nITBIS 18% RD$      20,777.67\\nOTROS IMPUESTOS RD$     165.16\\nTOTAL RD$         136,374.32\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 1796178\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 77344050\\n\\n--- FACTURA ---\\n\\nOMAR ENMARCADOS\\nHENRY OMAR GUZMAN GUZMAN\\nRNC: 03100465438\\nCLIENTE: ORDEN DOMINICANA DE CONCEJALES\\nCOMUNITA\\nRNC CLIENTE: 401509832\\nFACTURA DE CREDITO FISCAL\\nNCF: E322213876240\\nFACTURA NO.: 8076482\\nAUTORIZACION: 21617135\\nTELEFONO: 809-827-5473\\nFECHA: 02/02/2025  HORA: 13:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     793.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,124.95\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  13,115.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,565.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,097.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,694.95\\nITBIS RD$           0.00\\nTOTAL RD$          26,694.95\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 1716660\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 56310596\\nREVISADO\"}","template_ids":[1,0],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132026802","03100465438"],"invoice_ids":["inv_73a6eb5643e171b75866","inv_60f458f189f150c64ca3"],"observation_id":"obs_134a6a87ad8566201ea4","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.62,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":1.027,"brightness_factor":0.977,"blur_sigma":0.237,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":46.96,"jpeg_quality":90,"documents":[{"rotation_deg":0.391,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.773,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6099590873150775568,"difficulty":"medium","split":"train"}
{"image":"images/607_003609.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430369472\",\"ncf\":\"E446594351272\",\"fecha_comprobante\":\"20250121\",\"monto_facturado\":30287.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":30287.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"APLUS AUTO IMPORT\\nRNC EMISOR: 130248796\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IGLESIA MISIONERA JEHOVA ES EL\\nCAMINO\\nRNC CLIENTE: 430369472\\nFACTURA DE CREDITO FISCAL\\nNCF: E446594351272\\nFACTURA NO.: 3158110\\nAUTORIZACION: 229728003\\nTELEFONO: 809-671-1396\\nFECHA: 21/01/2025  HORA: 20:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    BATERIA AUTOMOTRIZ\\n                                   7,413.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,422.00\\n    3  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  10,665.00\\n    2  UNIDAD    ACEITE DE MOTOR\\n                                   2,385.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                   6,402.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       30,287.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          30,287.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2619581\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 49103380\"}","template_ids":[1],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["130248796"],"invoice_ids":["inv_c3d29b4625bea2a9d6a4"],"observation_id":"obs_d821aee65434e8c717b5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.19,"augmentation_metadata":{"downscale_factor":0.98,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.026,"brightness_factor":0.986,"blur_sigma":0.037,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.16,"jpeg_quality":92,"documents":[{"rotation_deg":0.002,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5786888760588561408,"difficulty":"light","split":"validation"}
{"image":"images/606_003610.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40219334238\",\"ncf\":\"E448202437710\",\"fecha_comprobante\":\"20240412\",\"monto_facturado_servicios\":730.50,\"monto_facturado_bienes\":27679.47,\"itbis_facturado\":5113.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"DIEGO DE JESUS PERALTA MORA\\nDIEGO DE JESUS PERALTA MORA\\nRNC: 40219334238\\nCLIENTE: SERVICIOS INMOBILIARIOS CARIBBEAN\\nCAPEL\\nRNC CLIENTE: 133500582\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448202437710\\nFACTURA NO.: 2110242\\nAUTORIZACION: 954213059\\nTELEFONO: 809-791-9920\\nFECHA: 12/04/2024  HORA: 11:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,681.97\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,471.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     730.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     165.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,361.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,409.97\\nIMPUESTO ITBIS RD$       5,113.79\\nTOTAL RD$          33,523.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 130259\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 34906090\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDDJ\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40219334238"],"invoice_ids":["inv_dabb9c62479298a94674"],"observation_id":"obs_53c626acf908aa1add70","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":8.13,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.839,"brightness_factor":0.908,"blur_sigma":0.273,"crop_applied":false,"camera_distance_factors":[0.995],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.99,"jpeg_quality":95,"documents":[{"rotation_deg":1.417,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DDJ"}]},"num_invoices":1,"seed":9744680194836450162,"difficulty":"light","split":"train"}
{"image":"images/607_003611.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113020838\",\"ncf\":\"B0144101896\",\"fecha_comprobante\":\"20240611\",\"monto_facturado\":7856.00,\"itbis_facturado\":1414.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9270.08,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00500414982\",\"ncf\":\"B1492180952\",\"fecha_comprobante\":\"20241121\",\"monto_facturado\":1629.00,\"itbis_facturado\":293.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1922.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE PEÑA JAIME\\nRNC EMISOR: 22400563908\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KELVYN ALBERTO PIÑA DE LEON\\nRNC CLIENTE: 00113020838\\nFACTURA DE CREDITO FISCAL\\nNCF B0144101896\\nFACTURA NO.: 8083809\\nAUTORIZACION: 661164994\\nTELEFONO: 809-962-8575\\nFECHA: 11/06/2024  HORA: 19:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,635.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     395.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     826.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,856.00\\nITBIS 18% RD$       1,414.08\\nTOTAL RD$           9,270.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1672379\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nADPRO\\nRNC EMISOR: 131888046\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DANNY GARCIA HERNANDEZ\\nRNC CLIENTE: 00500414982\\nFACTURA DE CREDITO FISCAL\\nNCF B1492180952\\nFACTURA NO.: 6713009\\nAUTORIZACION: 678323335\\nTELEFONO: 809-337-3671\\nFECHA: 21/11/2024  HORA: 19:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,629.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,629.00\\nIMPUESTO ITBIS RD$         293.22\\nTOTAL RD$           1,922.22\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3079809\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 57034261\\nRecibido\"}","template_ids":[5,0],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22400563908","131888046"],"invoice_ids":["inv_c88e80230a2b85b5648f","inv_1c5071ac90c2afe5effb"],"observation_id":"obs_94a903535a3063069e05","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.05,"augmentation_metadata":{"downscale_factor":0.933,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":1.037,"brightness_factor":1.019,"blur_sigma":0.15,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":48.91,"jpeg_quality":93,"documents":[{"rotation_deg":0.044,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.03,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":579234691762426437,"difficulty":"medium","split":"train"}
{"image":"images/606_003612.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00112281670\",\"ncf\":\"E327558472078\",\"fecha_comprobante\":\"20241006\",\"monto_facturado_servicios\":33552.00,\"monto_facturado_bienes\":8213.00,\"itbis_facturado\":7517.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130365832\",\"ncf\":\"E442193728040\",\"fecha_comprobante\":\"20240408\",\"monto_facturado_servicios\":24542.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4417.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"GG PERSONALIZACIONES\\nGEURI ANTONIO NU¥EZ ORTIZ\\nRNC: 00112281670\\nCLIENTE: DULCE CONEXION EIRL\\nRNC CLIENTE: 132818598\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327558472078\\nFACTURA NO.: 5275599\\nAUTORIZACION: 538839682\\nTELEFONO: 809-300-2241\\nFECHA: 06/10/2024  HORA: 19:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                  17,967.00\\n    2  UNIDAD    TARJETAS DE PRESENTACION\\n                                   8,213.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  15,585.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       41,765.00\\nITBIS 18% RD$       7,517.70\\nTOTAL RD$          49,282.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9185553\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 26624065\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGP\\nRevisado\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA RUFLES\\nINMOBILIARIA RUFLES SRL\\nRNC EMISOR: 130365832\\nCLIENTE: TOMLAND SRL III\\nRNC CLIENTE: 112108597\\nFACTURA DE CREDITO FISCAL\\nNCF: E442193728040\\nFACTURA NO.: 4225604\\nAUTORIZACION: 348779574\\nTELEFONO: 809-435-3076\\nFECHA: 08/04/2024  HORA: 19:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  11,987.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  12,555.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       24,542.95\\nITBIS 18% RD$       4,417.73\\nTOTAL RD$          28,960.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6563540\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 25791039\\nIR\"}","template_ids":[0,5],"business_categories":["publicidad_impresion","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00112281670","130365832"],"invoice_ids":["inv_3a4257fa7e29ff0317af","inv_2ed9091c192826608d17"],"observation_id":"obs_cf6140dc56392bd33752","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.99,"augmentation_metadata":{"downscale_factor":0.852,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.664,"brightness_factor":1.047,"blur_sigma":0.61,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.21,"jpeg_quality":88,"documents":[{"rotation_deg":1.776,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.46,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GP"},{"kind":"initials","text":"IR"}]},"num_invoices":2,"seed":13425179688909676089,"difficulty":"hard","split":"train"}
{"image":"images/607_003613.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40221710532\",\"ncf\":\"E320356317143\",\"fecha_comprobante\":\"20251112\",\"monto_facturado\":13416.00,\"itbis_facturado\":2414.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":15830.88,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00111487021\",\"ncf\":\"E458996042460\",\"fecha_comprobante\":\"20241120\",\"monto_facturado\":211000.00,\"itbis_facturado\":37980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":248980.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JESUS SANTIAGO GUZMAN MELLA\\nRNC EMISOR: 02300870710\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO AMADO                    ORTEGA L\\nRNC CLIENTE: 40221710532\\nFACTURA DE CREDITO FISCAL\\nNCF E320356317143\\nFACTURA NO.: 2073626\\nAUTORIZACION: 148903139\\nTELEFONO: 809-424-2558\\nFECHA: 12/11/2025  HORA: 17:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  ALQUILER DE VEHICULO        13,416.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,416.00\\nITBIS RD$       2,414.88\\nTOTAL RD$          15,830.88\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1384460\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 35425579\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nPagado\\n\\n--- FACTURA ---\\n\\nEDITORA MILENIO\\nRNC EMISOR: 130360952\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELIAS EVANGELISTA GAVILAN\\nRNC CLIENTE: 00111487021\\nFACTURA DE CREDITO FISCAL\\nNCF E458996042460\\nFACTURA NO.: 4212504\\nAUTORIZACION: 17572669\\nTELEFONO: 809-986-4774\\nFECHA: 20/11/2024  HORA: 12:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         34,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   25,500.00\\n    1  PROYECTO  DISENO DE PLANOS            60,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       41,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   49,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      211,000.00\\nITBIS RD$      37,980.00\\nTOTAL RD$         248,980.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4608659\\nGRACIAS POR SU COMPRA\"}","template_ids":[11,3],"business_categories":["transporte","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02300870710","130360952"],"invoice_ids":["inv_cf0635d29b524b2570ce","inv_b2e284e9699c8c803a14"],"observation_id":"obs_9987f5c5eb44c35b38da","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.91,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.776,"brightness_factor":1.062,"blur_sigma":0.417,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":90,"documents":[{"rotation_deg":-0.688,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.685,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11555901920120378518,"difficulty":"medium","split":"validation"}
{"image":"images/606_003614.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07600217074\",\"ncf\":\"B0245067132\",\"fecha_comprobante\":\"20250701\",\"monto_facturado_servicios\":5108.99,\"monto_facturado_bienes\":63282.00,\"itbis_facturado\":12310.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"40223138542\",\"ncf\":\"B1436585767\",\"fecha_comprobante\":\"20250909\",\"monto_facturado_servicios\":117500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21150.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SERVICIOS DE TRANSPORTE\\nRAMON ALBERTO RAMIREZ CHAL\\nRNC 07600217074\\nCLIENTE: DINOPE TASACIONES CONSTRUCCIONES Y\\nCONS\\nRNC CLIENTE: 133176513\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0245067132\\nFACTURA NO.: 8913750\\nAUTORIZACION: 731682825\\nTELEFONO: 809-688-3208\\nFECHA: 01/07/2025  HORA: 18:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  11,670.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   5,108.99\\n    4  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  51,612.00\\n-------------------------------------------\\nSUB-TOTAL RD$       68,390.99\\nITBIS RD$      12,310.38\\nTOTAL RD$          80,701.37\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 849489\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEMMANUEL RODRIGUEZ EUSEBIO\\nEMMANUEL RODRIGUEZ EUSEBIO\\nRNC 40223138542\\nCLIENTE: SOSUA SMART CABLE TV SRL\\nRNC CLIENTE: 132149327\\nFACTURA DE CREDITO FISCAL\\nNCF B1436585767\\nFACTURA NO.: 8225812\\nAUTORIZACION: 456313402\\nTELEFONO: 809-631-6463\\nFECHA: 09/09/2025  HORA: 08:40\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 27,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                  6,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                                 32,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 47,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES\\n                                                  5,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      117,500.00\\nITBIS RD$      21,150.00\\nTOTAL RD$         138,650.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8803753\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 44553345\"}","template_ids":[0,9],"business_categories":["automotriz","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07600217074","40223138542"],"invoice_ids":["inv_f29ccea9371f8e443c36","inv_71299c26664c8bd9b7e0"],"observation_id":"obs_7e3b9523a030ab48a705","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.82,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.036,"brightness_factor":1.025,"blur_sigma":0.225,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.79,"jpeg_quality":90,"documents":[{"rotation_deg":0.197,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.517,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9612670764138557577,"difficulty":"medium","split":"train"}
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{"image":"images/606_003616.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130073872\",\"ncf\":\"E450136100181\",\"fecha_comprobante\":\"20240716\",\"monto_facturado_servicios\":596494.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":107369.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130528802\",\"ncf\":\"E324260970203\",\"fecha_comprobante\":\"20240204\",\"monto_facturado_servicios\":28234.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5082.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"CLICLA\\nCLICLA SRL\\nRNC EMISOR: 130073872\\nCLIENTE: RAMONA OZORIA\\nRNC CLIENTE: 04900003130\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450136100181\\nFACTURA NO.: 1967429\\nAUTORIZACION: 692658849\\nTELEFONO: 809-261-9727\\nFECHA: 16/07/2024  HORA: 08:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   8,945.00\\n    1  MES       ALQUILER DE LOCAL\\n                                  75,256.00\\n    5  SERVICIO  COMISION INMOBILIARIA\\n                                 491,370.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  20,923.99\\n-------------------------------------------\\nSUBTOTAL RD$      596,494.99\\nITBIS RD$     107,369.10\\nTOTAL RD$         703,864.09\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2796542\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 86808384\\nC\\n\\n--- FACTURA ---\\n\\nINVERSIONES BUNGALOW 2013 S A\\nINVERSIONES BUNGALOW 2013 S A\\nRNC EMISOR: 130528802\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 01815\\nPOZO DE\\nRNC CLIENTE: 430342841\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324260970203\\nFACTURA NO.: 7966040\\nAUTORIZACION: 272831289\\nTELEFONO: 809-235-9404\\nFECHA: 04/02/2024  HORA: 12:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  28,234.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,234.50\\nITBIS RD$       5,082.21\\nTOTAL RD$          33,316.71\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 440929\\nGRACIAS POR SU COMPRA\\nIB2\"}","template_ids":[5,0],"business_categories":["inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130073872","130528802"],"invoice_ids":["inv_e5bc638e5e7be6c89168","inv_83a0109215f66a3d24f9"],"observation_id":"obs_7b2ae8f1b6494bf9926d","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":7.03,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":0.981,"brightness_factor":1.021,"blur_sigma":0.056,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.24,"jpeg_quality":96,"documents":[{"rotation_deg":-0.515,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.43,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"C"},{"kind":"initials","text":"IB2"}]},"num_invoices":2,"seed":1773630609603288547,"difficulty":"medium","split":"train"}
{"image":"images/607_003617.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132515498\",\"ncf\":\"B0142285500\",\"fecha_comprobante\":\"20240222\",\"monto_facturado\":3363.00,\"itbis_facturado\":605.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3968.34,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALBELL IMPORT EXPORT\\nRNC EMISOR: 131568981\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPLIDORA R&R ESPINAL SRL\\nRNC CLIENTE: 132515498\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0142285500\\nFACTURA NO.: 1966109\\nAUTORIZACION: 101370330\\nTELEFONO: 809-977-1138\\nFECHA: 22/02/2024  HORA: 09:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   2,608.00\\n    1  UNIDAD    FILTRO DE ACEITE\\n                                     755.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,363.00\\nIMPUESTO ITBIS RD$         605.34\\nTOTAL RD$           3,968.34\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5008770\\nGRACIAS POR SU COMPRA\\nAIE\"}","template_ids":[5],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["131568981"],"invoice_ids":["inv_4aabf8ebd734e20644a8"],"observation_id":"obs_6438ecf69b1c9dc207fb","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":11.09,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.923,"brightness_factor":1.04,"blur_sigma":0.725,"crop_applied":false,"camera_distance_factors":[0.991],"legibility_scale_corrections":[0.0],"final_contrast_stddev":77.62,"jpeg_quality":78,"documents":[{"rotation_deg":3.382,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AIE"}]},"num_invoices":1,"seed":6426813508153362873,"difficulty":"medium","split":"train"}
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{"image":"images/606_003630.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"103157033\",\"ncf\":\"B0147091695\",\"fecha_comprobante\":\"20251001\",\"monto_facturado_servicios\":1306.00,\"monto_facturado_bienes\":27001.85,\"itbis_facturado\":5095.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CORPORACION AVICOLA VEGANA C POR A\\nCORPORACION AVICOLA VEGANA C POR A\\nRNC EMISOR: 103157033\\nCLIENTE: CENTRO AUTOMOTRIZ MWJ CXA\\nRNC CLIENTE: 101149051\\nFACTURA DE CREDITO FISCAL\\nNCF B0147091695\\nFACTURA NO.: 9477254\\nAUTORIZACION: 861621619\\nTELEFONO: 809-282-3373\\nFECHA: 01/10/2025  HORA: 17:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  22,079.85\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,306.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,364.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     558.00\\n-------------------------------------------\\nSUBTOTAL RD$       28,307.85\\nITBIS RD$       5,095.41\\nTOTAL RD$          33,403.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8074726\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 29454607\\nCAV\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["103157033"],"invoice_ids":["inv_6b47c7b9d1863a585839"],"observation_id":"obs_ecdaff2104b5fdf3152a","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.43,"augmentation_metadata":{"downscale_factor":0.972,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":0.823,"brightness_factor":0.856,"blur_sigma":0.226,"crop_applied":false,"camera_distance_factors":[0.909],"legibility_scale_corrections":[0.0],"final_contrast_stddev":30.93,"jpeg_quality":94,"documents":[{"rotation_deg":1.943,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CAV"}]},"num_invoices":1,"seed":8370646922774228163,"difficulty":"light","split":"train"}
{"image":"images/607_003631.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133513153\",\"ncf\":\"B1553902308\",\"fecha_comprobante\":\"20241012\",\"monto_facturado\":31016.50,\"itbis_facturado\":5582.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9195.66,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27403.81,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRANCISCO ALBERTO ESTRELLA MARTE\\nRNC EMISOR: 05601703472\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LA PRIMERA DAMA BOUTIQUE SRL\\nRNC CLIENTE: 133513153\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1553902308\\nFACTURA NO.: 0544863\\nAUTORIZACION: 520119064\\nTELEFONO: 809-322-6795\\nFECHA: 12/10/2024  HORA: 19:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR        12,844.00\\n    5  UNIDAD    BANNER PUBLICITARIO         18,172.50\\n----------------------------------------------\\nSUB-TOTAL RD$       31,016.50\\nITBIS RD$       5,582.97\\nTOTAL RD$          36,599.47\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 195203\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 72908585\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\"}","template_ids":[4],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["05601703472"],"invoice_ids":["inv_aad6211005b531485c1b"],"observation_id":"obs_398a9d001b87426cd258","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.995,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":97,"documents":[{"rotation_deg":-0.111,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9297382911522444363,"difficulty":"clean","split":"train"}
{"image":"images/606_003632.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130269289\",\"ncf\":\"E444820062526\",\"fecha_comprobante\":\"20240117\",\"monto_facturado_servicios\":270500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131067931\",\"ncf\":\"B1538745509\",\"fecha_comprobante\":\"20251213\",\"monto_facturado_servicios\":231000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"00100462183\",\"ncf\":\"B0215789080\",\"fecha_comprobante\":\"20250127\",\"monto_facturado_servicios\":541.00,\"monto_facturado_bienes\":4732.00,\"itbis_facturado\":949.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"THE JELLY FISH\\nTHE JELLY FISH S R L\\nRNC EMISOR: 130269289\\nCLIENTE: ANA ANTONIA FORTUNATO GUILLEN\\nRNC CLIENTE: 00102725991\\nFACTURA DE CREDITO FISCAL\\nNCF: E444820062526\\nFACTURA NO.: 8074602\\nAUTORIZACION: 745975935\\nTELEFONO: 809-221-2821\\nFECHA: 17/01/2024  HORA: 17:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  14,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  73,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 143,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  40,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      270,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         270,500.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8212763\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 93552698\\n\\n--- FACTURA ---\\n\\nFUMIALL EIRL\\nFUMIALL EIRL\\nRNC 131067931\\nCLIENTE: AFC MULTI PRINT SRL\\nRNC CLIENTE: 131658687\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1538745509\\nFACTURA NO.: 0329437\\nAUTORIZACION: 684220439\\nTELEFONO: 809-569-9750\\nFECHA: 13/12/2025  HORA: 14:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                   7,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  26,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  60,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 105,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  32,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      231,000.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         231,000.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 7200983\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 59690269\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSULTIDORA DE PALETERO PLAZA GUERRA\\nMANUEL EMILIO MORENO GOMEZ\\nRNC 00100462183\\nCLIENTE: SABINS AND BECK AUTO IMPORT SRL\\nRNC CLIENTE: 130722668\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0215789080\\nFACTURA NO.: 9287623\\nAUTORIZACION: 495208547\\nTELEFONO: 809-841-8518\\nFECHA: 27/01/2025  HORA: 19:36\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,765.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    966.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  2,001.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    541.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        5,273.00\\nITBIS RD$         949.14\\nTOTAL RD$           6,222.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9468538\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 68517469\"}","template_ids":[0,5,9],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130269289","131067931","00100462183"],"invoice_ids":["inv_c00e6b659d28bacd84e5","inv_f74709b3924025dece90","inv_bf655399930eccc1c69f"],"observation_id":"obs_4541c62fabd4750e5c04","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.778,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.773,"brightness_factor":1.045,"blur_sigma":0.636,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.54,"jpeg_quality":89,"documents":[{"rotation_deg":0.618,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.472,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.062,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13371674317443174159,"difficulty":"hard","split":"train"}
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{"image":"images/606_003656.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133770881\",\"ncf\":\"E320748295799\",\"fecha_comprobante\":\"20250106\",\"monto_facturado_servicios\":93500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16830.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"05401510531\",\"ncf\":\"B1563181573\",\"fecha_comprobante\":\"20251221\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3410.72,\"itbis_facturado\":613.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"00100670850\",\"ncf\":\"E443122433268\",\"fecha_comprobante\":\"20240531\",\"monto_facturado_servicios\":113000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":20340.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ETHEA INTERIOR ARCHITECTURE & DESIGN\\nETHEA INTERIOR ARCHITECTURE & DESIGN SRL\\nRNC 133770881\\nCLIENTE: LOS MARDOS S A\\nRNC CLIENTE: 101586486\\nFACTURA DE CREDITO FISCAL\\nNCF: E320748295799\\nFACTURA NO.: 1179092\\nAUTORIZACION: 391315157\\nTELEFONO: 809-870-5961\\nFECHA: 06/01/2025  HORA: 11:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   32,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    47,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       93,500.00\\nITBIS RD$      16,830.00\\nTOTAL RD$         110,330.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7554253\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_003663.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101726271\",\"ncf\":\"B0158390577\",\"fecha_comprobante\":\"20251224\",\"monto_facturado\":16149.74,\"itbis_facturado\":2906.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19056.69,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BAGROTUR\\nRNC EMISOR: 101534419\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COCARDE S A\\nRNC CLIENTE: 101726271\\nFACTURA DE CREDITO FISCAL\\nNCF B0158390577\\nFACTURA NO.: 1118012\\nAUTORIZACION: 357833039\\nTELEFONO: 809-887-7904\\nFECHA: 24/12/2025  HORA: 17:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,416.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,123.80\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,239.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     876.99\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     493.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,149.74\\nITBIS RD$       2,906.95\\nTOTAL RD$          19,056.69\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4588215\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 73728132\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nB\\nEntregado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101534419"],"invoice_ids":["inv_6ccc4e80bb9b392c069b"],"observation_id":"obs_57ff2fdbde159e974970","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.4,"augmentation_metadata":{"downscale_factor":0.746,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.852,"brightness_factor":1.002,"blur_sigma":0.491,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":80.97,"jpeg_quality":82,"documents":[{"rotation_deg":0.758,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"B"}]},"num_invoices":1,"seed":8642501363274399720,"difficulty":"hard","split":"train"}
{"image":"images/606_003664.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03100934946\",\"ncf\":\"E440597539820\",\"fecha_comprobante\":\"20240227\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8454.95,\"itbis_facturado\":1521.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"EL JADIN\\nROSARIO BENITA GOMEZ GONZALEZ\\nRNC: 03100934946\\nCLIENTE: MODESTO ANTONIO BAEZ VENTURA\\nRNC CLIENTE: 02500237256\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440597539820\\nFACTURA NO.: 1134167\\nAUTORIZACION: 701380587\\nTELEFONO: 809-965-4826\\nFECHA: 27/02/2024  HORA: 12:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,712.99\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     474.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,267.96\\n-------------------------------------------\\nSUB-TOTAL RD$        8,454.95\\nIMPUESTO ITBIS RD$       1,521.89\\nTOTAL RD$           9,976.84\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3408209\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 83804216\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03100934946"],"invoice_ids":["inv_3866b6552a199ca0302c"],"observation_id":"obs_698e8fb3b4c495beacae","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.61,"augmentation_metadata":{"downscale_factor":0.649,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.87,"brightness_factor":1.038,"blur_sigma":0.573,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.01,"jpeg_quality":78,"documents":[{"rotation_deg":-0.066,"perspective":0.002,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1806752576231628426,"difficulty":"hard","split":"train"}
{"image":"images/607_003665.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132714407\",\"ncf\":\"B0282880917\",\"fecha_comprobante\":\"20251129\",\"monto_facturado\":31770.93,\"itbis_facturado\":5718.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":37489.70,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132995351\",\"ncf\":\"E453597109169\",\"fecha_comprobante\":\"20250620\",\"monto_facturado\":18249.00,\"itbis_facturado\":3284.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11558.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9975.10,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CAR FACTORY ROBLES SANTIAGO\\nRNC EMISOR: 132530527\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EPREZTO DOMINICANA S A S\\nRNC CLIENTE: 132714407\\nFACTURA DE CREDITO FISCAL\\nNCF: B0282880917\\nFACTURA NO.: 3063815\\nAUTORIZACION: 23867078\\nTELEFONO: 809-389-7228\\nFECHA: 29/11/2025  HORA: 11:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REPARACION MECANICA\\n                                  19,841.95\\n    1  UNIDAD    ACEITE DE MOTOR\\n                                     489.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   7,648.00\\n    2  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,347.98\\n    1  UNIDAD    FILTRO DE ACEITE\\n                                     444.00\\n-------------------------------------------\\nSUBTOTAL RD$       31,770.93\\nIMPUESTO ITBIS RD$       5,718.77\\nTOTAL RD$          37,489.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4112718\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 53005947\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nRAMDOL TERRERO MATOS\\nRNC EMISOR: 00103236857\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: POWERLOG SRL\\nRNC CLIENTE: 132995351\\nFACTURA DE CREDITO FISCAL\\nNCF: E453597109169\\nFACTURA NO.: 0360690\\nAUTORIZACION: 25935784\\nTELEFONO: 809-919-1590\\nFECHA: 20/06/2025  HORA: 13:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,875.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     323.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,036.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,734.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,281.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,249.00\\nIMPUESTO ITBIS RD$       3,284.82\\nTOTAL RD$          21,533.82\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9601679\\nGRACIAS POR SU COMPRA\\nCOPIA\"}","template_ids":[1,5],"business_categories":["automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132530527","00103236857"],"invoice_ids":["inv_f5be349893dcf6997ae3","inv_8060e723fe5ce9f9cd0a"],"observation_id":"obs_26d4975193b6788e43a6","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":6.67,"augmentation_metadata":{"downscale_factor":0.905,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.689,"brightness_factor":1.046,"blur_sigma":0.313,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.09,"jpeg_quality":79,"documents":[{"rotation_deg":-0.213,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.095,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":11160031747395328502,"difficulty":"medium","split":"train"}
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{"image":"images/607_003667.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40226653737\",\"ncf\":\"E451000075991\",\"fecha_comprobante\":\"20240810\",\"monto_facturado\":21518.65,\"itbis_facturado\":3873.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":25392.01,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"116000292\",\"ncf\":\"B0254270080\",\"fecha_comprobante\":\"20250304\",\"monto_facturado\":33500.00,\"itbis_facturado\":6030.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":25.93,\"monto_propina_legal\":0.00,\"efectivo\":39555.93,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130045232\",\"ncf\":\"B0117786569\",\"fecha_comprobante\":\"20241001\",\"monto_facturado\":363000.00,\"itbis_facturado\":65340.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":269357.91,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":158982.09,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EMBUTIDOS Y MINI MARKET EL AVION\\nRNC EMISOR: 132335945\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BOSCHIANA LEONELA REYES PEREZ\\nRNC CLIENTE: 40226653737\\nFACTURA DE CREDITO FISCAL\\nNCF: E451000075991\\nFACTURA NO.: 4246835\\nAUTORIZACION: 892894636\\nTELEFONO: 809-500-1955\\nFECHA: 10/08/2024  HORA: 14:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,067.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        13,315.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            944.85\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         6,191.80\\n----------------------------------------------\\nBASE IMPONIBLE RD$       21,518.65\\nIMPUESTO ITBIS RD$       3,873.36\\nTOTAL RD$          25,392.01\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9590332\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 82216456\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nASOCIACION DE TRANSPORTE SAONENSE ASOTRAON\\nRNC EMISOR: 430386758\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIX MA MELO SANCHEZ Y CO CXA\\nRNC CLIENTE: 116000292\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0254270080\\nFACTURA NO.: 3125361\\nAUTORIZACION: 190611760\\nTELEFONO: 809-328-5345\\nFECHA: 04/03/2025  HORA: 10:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA             7,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      26,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       33,500.00\\nITBIS RD$       6,030.00\\nOTROS IMPUESTOS RD$      25.93\\nTOTAL RD$          39,555.93\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5080217\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 60564221\\n\\n--- FACTURA ---\\n\\nGRUPO COMERCIAL PERDOMO SOLANO\\nRNC EMISOR: 132093641\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGRO ORGANIC SUN FOODS S A\\nRNC CLIENTE: 130045232\\nFACTURA DE CREDITO FISCAL\\nNCF B0117786569\\nFACTURA NO.: 0987082\\nAUTORIZACION: 623469117\\nTELEFONO: 809-270-8306\\nFECHA: 01/10/2024  HORA: 13:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    13,000.00\\n    1  PROYECTO  DISENO DE PLANOS           145,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      114,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   64,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      363,000.00\\nIMPUESTO ITBIS RD$      65,340.00\\nTOTAL RD$         428,340.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8203162\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 65612610\\nDETALLE DE SERVICIOS\"}","template_ids":[10,2,4],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132335945","430386758","132093641"],"invoice_ids":["inv_6f695d3e360c97c94bf4","inv_f07dc50ef7ed03807c3b","inv_350fdfd85f3c388e7f6c"],"observation_id":"obs_974a0a7aa7f92e91df08","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.794,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.804,"brightness_factor":1.022,"blur_sigma":0.522,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.48,"jpeg_quality":84,"documents":[{"rotation_deg":0.355,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.423,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.264,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":8122637526660411096,"difficulty":"hard","split":"validation"}
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{"image":"images/607_003669.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101697324\",\"ncf\":\"E315120217494\",\"fecha_comprobante\":\"20240403\",\"monto_facturado\":7954.00,\"itbis_facturado\":1431.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":9385.72,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DOMINGO ALFREDO SANCHEZ SANCHEZ\\nRNC EMISOR: 03102254871\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDWIN DE JESUS AVILES SANCHEZ\\nRNC CLIENTE: 00101697324\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315120217494\\nFACTURA NO.: 5215113\\nAUTORIZACION: 488631445\\nTELEFONO: 809-687-9872\\nFECHA: 03/04/2024  HORA: 16:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,680.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,122.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         4,152.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,954.00\\nITBIS 18% RD$       1,431.72\\nTOTAL RD$           9,385.72\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5307706\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 62498064\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03102254871"],"invoice_ids":["inv_73661071ea66857042d7"],"observation_id":"obs_23c4f893650ea5475901","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":7.57,"augmentation_metadata":{"downscale_factor":0.565,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.842,"brightness_factor":1.037,"blur_sigma":0.802,"crop_applied":false,"camera_distance_factors":[0.996],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.72,"jpeg_quality":78,"documents":[{"rotation_deg":-1.421,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3696373176090926595,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_003672.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05500382436\",\"ncf\":\"B0229781475\",\"fecha_comprobante\":\"20250217\",\"monto_facturado_servicios\":590.50,\"monto_facturado_bienes\":35353.00,\"itbis_facturado\":6469.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"YILKANIA CASCANTE\\nYILKANIA DORALIS CASCANTE RODRIGUEZ\\nRNC: 05500382436\\nCLIENTE: JOSE&ELIZON J&E REPUESTO SRL\\nRNC CLIENTE: 132487346\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0229781475\\nFACTURA NO.: 0755066\\nAUTORIZACION: 425387686\\nTELEFONO: 809-636-9732\\nFECHA: 17/02/2025  HORA: 19:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PANTALON CASUAL             12,039.00\\n    4  UNIDAD    CALZADO CASUAL              19,200.00\\n    2  UNIDAD    CAMISA DE VESTIR             4,114.00\\n    1  SERVICIO  AJUSTE Y CONFECCION            590.50\\n----------------------------------------------\\nSUBTOTAL RD$       35,943.50\\nITBIS RD$       6,469.83\\nTOTAL RD$          42,413.33\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4268169\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["05500382436"],"invoice_ids":["inv_42ad307220b96f18bb61"],"observation_id":"obs_34092c10bf4b57af63fb","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.017,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.74,"jpeg_quality":98,"documents":[{"rotation_deg":-0.095,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1906300364160150218,"difficulty":"clean","split":"train"}
{"image":"images/607_003673.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00116444258\",\"ncf\":\"E448046918886\",\"fecha_comprobante\":\"20250614\",\"monto_facturado\":177000.00,\"itbis_facturado\":31860.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":208860.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GISELLE JOSEFINA FERRANDO VELAZQUEZ\\nRNC EMISOR: 00102024692\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDWARD LUIS                    BIDO PER\\nRNC CLIENTE: 00116444258\\nFACTURA DE CREDITO FISCAL\\nNCF E448046918886\\nFACTURA NO.: 9937935\\nAUTORIZACION: 527181112\\nTELEFONO: 809-875-4345\\nFECHA: 14/06/2025  HORA: 12:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       101,000.00\\n    1  SERVICIO  ASESORIA TECNICA            22,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    54,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      177,000.00\\nITBIS RD$      31,860.00\\nTOTAL RD$         208,860.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9460233\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00102024692"],"invoice_ids":["inv_61cf67950a457880536a"],"observation_id":"obs_9d2b9b62cbba39e0457b","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.73,"augmentation_metadata":{"downscale_factor":0.445,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.931,"brightness_factor":1.019,"blur_sigma":0.744,"crop_applied":false,"camera_distance_factors":[0.918],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.31,"jpeg_quality":78,"documents":[{"rotation_deg":-3.29,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4113062966446983895,"difficulty":"very_hard","split":"test"}
{"image":"images/606_003674.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132343239\",\"ncf\":\"B0227893234\",\"fecha_comprobante\":\"20250421\",\"monto_facturado_servicios\":101000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GESTION OID DR\\nGESTION OID DR SRL\\nRNC 132343239\\nCLIENTE: MERCEDES ALTAGRACIA GARCIA PERALTA\\nRNC CLIENTE: 05500286850\\nFACTURA DE CREDITO FISCAL\\nNCF B0227893234\\nFACTURA NO.: 4659825\\nAUTORIZACION: 724992458\\nTELEFONO: 809-459-4842\\nFECHA: 21/04/2025  HORA: 14:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   18,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       35,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    35,500.00\\n    1  VISITA    INSPECCION TECNICA          12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      101,000.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         101,000.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8387977\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 87475763\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132343239"],"invoice_ids":["inv_1bda8b77caaacbc72728"],"observation_id":"obs_875455f4f98f573d90da","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.982,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":98,"documents":[{"rotation_deg":-0.121,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1871003566907952429,"difficulty":"clean","split":"train"}
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{"image":"images/606_003678.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132685253\",\"ncf\":\"B0290907187\",\"fecha_comprobante\":\"20240904\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":16014.00,\"itbis_facturado\":2882.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"115000451\",\"ncf\":\"B1480381326\",\"fecha_comprobante\":\"20250320\",\"monto_facturado_servicios\":1513.00,\"monto_facturado_bienes\":881.00,\"itbis_facturado\":430.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133436566\",\"ncf\":\"B0132907901\",\"fecha_comprobante\":\"20240525\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1066.00,\"itbis_facturado\":191.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MUDELI TREND FASHION\\nMUDELI TREND FASHION SRL\\nRNC EMISOR: 132685253\\nCLIENTE: FORMACRETO SRL\\nRNC CLIENTE: 130438307\\nFACTURA DE CREDITO FISCAL\\nNCF: B0290907187\\nFACTURA NO.: 6744899\\nAUTORIZACION: 31606014\\nTELEFONO: 809-859-6716\\nFECHA: 04/09/2024  HORA: 13:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CAMISA DE VESTIR\\n                                   4,618.00\\n    4  UNIDAD    GORRA BORDADA\\n                                   5,008.00\\n    2  UNIDAD    PANTALON CASUAL\\n                                   6,388.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,014.00\\nITBIS 18% RD$       2,882.52\\nTOTAL RD$          18,896.52\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8889245\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nBODEGA LARA C POR A\\nBODEGA LARA C POR A\\nRNC: 115000451\\nCLIENTE: MOX GESTOR DE NEGOCIOS SRL\\nRNC CLIENTE: 132169999\\nFACTURA DE CREDITO FISCAL\\nNCF B1480381326\\nFACTURA NO.: 0853383\\nAUTORIZACION: 716632999\\nTELEFONO: 809-823-4435\\nFECHA: 20/03/2025  HORA: 15:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     881.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,513.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,394.00\\nIMPUESTO ITBIS RD$         430.92\\nTOTAL RD$           2,824.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6501505\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 96958340\\nBLC\\n\\n--- FACTURA ---\\n\\nSOFRANC CONSTRUCTORA\\nSOFRANC CONSTRUCTORA SRL\\nRNC: 133436566\\nCLIENTE: CONSTRUCTORA ANNAYAH LEE SRL\\nRNC CLIENTE: 132261321\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0132907901\\nFACTURA NO.: 8872358\\nAUTORIZACION: 882725940\\nTELEFONO: 809-551-9505\\nFECHA: 25/05/2024  HORA: 13:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   13  LIBRA     ALAMBRE DULCE CALIBRE 18     1,066.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,066.00\\nITBIS 18% RD$         191.88\\nTOTAL RD$           1,257.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4322959\\nGRACIAS POR SU COMPRA\\nCANT. UND. 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DE MORENO\\nRNC CLIENTE: 02600257907\\nFACTURA DE CREDITO FISCAL\\nNCF E313434648263\\nFACTURA NO.: 1370253\\nAUTORIZACION: 151569392\\nTELEFONO: 809-270-1064\\nFECHA: 18/03/2025  HORA: 19:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA           696.00\\n    5  UNIDAD    EQUIPO ELECTRICO            32,505.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,160.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         5,841.99\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,264.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       42,466.99\\nIMPUESTO ITBIS RD$       7,644.06\\nTOTAL RD$          50,111.05\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 2486577\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 99880285\\nCANT. UND. DESCRIPCION IMPORTE\\nProcesado\\n\\n--- FACTURA ---\\n\\nAMAURY JOSE SUED MARMOL\\nRNC EMISOR: 03100965270\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: STSTEM GELU AUTO ADORNOS Y CENTRO\\nDE SE\\nRNC CLIENTE: 132361903\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1514445566\\nFACTURA NO.: 5867982\\nAUTORIZACION: 441914050\\nTELEFONO: 809-273-2544\\nFECHA: 08/09/2025  HORA: 19:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     743.98\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,086.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,470.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,684.50\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,763.80\\n-------------------------------------------\\nSUB-TOTAL RD$       39,748.28\\nIMPUESTO ITBIS RD$       7,154.69\\nTOTAL RD$          46,902.97\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 368431\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA GUAZUMA\\nRNC EMISOR: 130484181\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO LEONARDO MARTE PERALTA\\nRNC CLIENTE: 03701137568\\nFACTURA DE CREDITO FISCAL\\nNCF: B0201981829\\nFACTURA NO.: 6496142\\nAUTORIZACION: 581747801\\nTELEFONO: 809-993-5589\\nFECHA: 08/02/2024  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      109,474.95\\n    5  SERVICIO  MANTENIMIENTO DE AREA COMUN  136,495.00\\n----------------------------------------------\\nSUBTOTAL RD$      245,969.95\\nIMPUESTO ITBIS RD$      44,274.59\\nTOTAL RD$         290,244.54\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 2337548\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 86485286\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[7,1,4],"business_categories":["comercio_general","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03500177765","03100965270","130484181"],"invoice_ids":["inv_5aa76b5c1cc0723d750b","inv_42f38e29018d5aea25d6","inv_c931e1ac16cdae8544d7"],"observation_id":"obs_3fa318649601c79bb2e2","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.81,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.915,"brightness_factor":1.032,"blur_sigma":0.5,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.08,"jpeg_quality":86,"documents":[{"rotation_deg":-0.967,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.449,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.395,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6653942311353674458,"difficulty":"hard","split":"train"}
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{"image":"images/607_003699.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130429413\",\"ncf\":\"E446338048697\",\"fecha_comprobante\":\"20250613\",\"monto_facturado\":16654.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9287.69,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7366.81,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101049456\",\"ncf\":\"B0147979660\",\"fecha_comprobante\":\"20240801\",\"monto_facturado\":26060.99,\"itbis_facturado\":4690.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9298.57,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":21453.40,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DATACARIBE S A\\nRNC EMISOR: 101764953\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEPILACIÓN Y ESTETICA EVA SA\\nRNC CLIENTE: 130429413\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446338048697\\nFACTURA NO.: 1373184\\nAUTORIZACION: 578869940\\nTELEFONO: 809-569-3243\\nFECHA: 13/06/2025  HORA: 11:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,218.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,564.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,872.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,654.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          16,654.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9741770\\nGRACIAS POR SU COMPRA\\nDSA\\n\\n--- FACTURA ---\\n\\nDE LEON FIGUEROA CLETO\\nRNC EMISOR: 130153256\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: STANLEY CONSULTANTS INC\\nRNC CLIENTE: 101049456\\nFACTURA DE CREDITO FISCAL\\nNCF B0147979660\\nFACTURA NO.: 4850005\\nAUTORIZACION: 795234280\\nTELEFONO: 809-470-4692\\nFECHA: 01/08/2024  HORA: 10:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,887.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,956.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,217.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       26,060.99\\nITBIS RD$       4,690.98\\nTOTAL RD$          30,751.97\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 113269\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 32173091\\nDLF\"}","template_ids":[5,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101764953","130153256"],"invoice_ids":["inv_aa02d173b9c86f324785","inv_bce3711676aa5aac7ff8"],"observation_id":"obs_5a055bb1b09af9bb1d6d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":7.19,"augmentation_metadata":{"downscale_factor":0.82,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.553,"brightness_factor":1.127,"blur_sigma":0.714,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.71,"jpeg_quality":82,"documents":[{"rotation_deg":-0.782,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.721,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DSA"},{"kind":"initials","text":"DLF"}]},"num_invoices":2,"seed":7879758546210683239,"difficulty":"hard","split":"test"}
{"image":"images/606_003700.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133699354\",\"ncf\":\"B0272938354\",\"fecha_comprobante\":\"20240802\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6770.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"133569604\",\"ncf\":\"B0242325334\",\"fecha_comprobante\":\"20250616\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8720.00,\"itbis_facturado\":1569.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131792774\",\"ncf\":\"B1418695288\",\"fecha_comprobante\":\"20250209\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":45486.60,\"itbis_facturado\":8187.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"KALERID\\nKALERID SRL\\nRNC EMISOR: 133699354\\nCLIENTE: DOMINGO DE LEON MATEO\\nRNC CLIENTE: 09000010109\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0272938354\\nFACTURA NO.: 2659582\\nAUTORIZACION: 583533048\\nTELEFONO: 809-800-2676\\nFECHA: 02/08/2024  HORA: 09:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          6,770.00\\n----------------------------------------------\\nSUB-TOTAL RD$        6,770.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           6,770.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6110847\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCOPIA\\n\\n--- FACTURA ---\\n\\nGREAXEL H M\\nGREAXEL H M SRL\\nRNC EMISOR: 133569604\\nCLIENTE: MAKSIM FRANCISCOVICH CRUZ DANILUK\\nRNC CLIENTE: 00118539014\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0242325334\\nFACTURA NO.: 7690970\\nAUTORIZACION: 279638242\\nTELEFONO: 809-524-5100\\nFECHA: 16/06/2025  HORA: 18:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          8,720.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,720.00\\nITBIS RD$       1,569.60\\nTOTAL RD$          10,289.60\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9329991\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 88935816\\nRESUMEN\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nRAD FOOD CORP\\nRAD FOOD CORP SRL\\nRNC: 131792774\\nCLIENTE: TEXTIL SANCA DEL NORTE SRL\\nRNC CLIENTE: 131115561\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1418695288\\nFACTURA NO.: 1548323\\nAUTORIZACION: 601194906\\nTELEFONO: 809-763-1302\\nFECHA: 09/02/2025  HORA: 11:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            12,384.95\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,520.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        28,099.75\\n    2  UNIDAD    MATERIAL DE OFICINA          3,481.90\\n----------------------------------------------\\nSUB-TOTAL RD$       45,486.60\\nIMPUESTO ITBIS RD$       8,187.59\\nTOTAL RD$          53,674.19\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5930110\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 24944593\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[6,12,3],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133699354","133569604","131792774"],"invoice_ids":["inv_44fe79fa9c2fcb81ec88","inv_d42dd6a98edda68f7624","inv_f55b8ecb0f4992ca8b85"],"observation_id":"obs_a2a4b50af117f6048e7f","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.91,"augmentation_metadata":{"downscale_factor":0.531,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.875,"brightness_factor":1.034,"blur_sigma":0.912,"crop_applied":false,"camera_distance_factors":[0.913,1.0,0.958],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":66.42,"jpeg_quality":78,"documents":[{"rotation_deg":5.049,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.516,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.126,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":821822964048774126,"difficulty":"very_hard","split":"train"}
{"image":"images/607_003701.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101154189\",\"ncf\":\"E441025054581\",\"fecha_comprobante\":\"20251229\",\"monto_facturado\":65000.00,\"itbis_facturado\":11700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":76700.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"112108708\",\"ncf\":\"B0217789382\",\"fecha_comprobante\":\"20250906\",\"monto_facturado\":8532.00,\"itbis_facturado\":1535.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":10067.76,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131981072\",\"ncf\":\"B1501549095\",\"fecha_comprobante\":\"20251130\",\"monto_facturado\":7461.85,\"itbis_facturado\":1343.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":8804.98,\"otras_formas_de_venta\":0.00},{\"rnc\":\"06400296791\",\"ncf\":\"E453712024242\",\"fecha_comprobante\":\"20240925\",\"monto_facturado\":12598.35,\"itbis_facturado\":2248.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14846.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CAMLIGHT\\nRNC EMISOR: 132698452\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA LUISA MOSQUEA GARCIA\\nRNC CLIENTE: 03101154189\\nFACTURA DE CREDITO FISCAL\\nNCF: E441025054581\\nFACTURA NO.: 7839733\\nAUTORIZACION: 160565715\\nTELEFONO: 809-940-5956\\nFECHA: 29/12/2025  HORA: 11:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        65,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       65,000.00\\nITBIS RD$      11,700.00\\nTOTAL RD$          76,700.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2482597\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 77668766\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGRANJA AVICOLA Y TRANSPORTE PEÑA VENTURA\\nRNC EMISOR: 132024117\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS Y REPRESENTACIONES DOUMIR S A\\nRNC CLIENTE: 112108708\\nFACTURA DE CREDITO FISCAL\\nNCF B0217789382\\nFACTURA NO.: 9727056\\nAUTORIZACION: 38522668\\nTELEFONO: 809-501-2174\\nFECHA: 06/09/2025  HORA: 13:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,323.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,056.00\\n    2  UNIDAD    MATERIAL DE OFICINA          3,601.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         2,552.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,532.00\\nITBIS 18% RD$       1,535.76\\nTOTAL RD$          10,067.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7691987\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nMARTIRES REYES\\nRNC EMISOR: 02800987170\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HARLEY INDUSTRIAL PUERTAS VENTANAS\\nY MA\\nRNC CLIENTE: 131981072\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1501549095\\nFACTURA NO.: 7332840\\nAUTORIZACION: 395547114\\nTELEFONO: 809-379-7844\\nFECHA: 30/11/2025  HORA: 10:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    CERRADURA DE POMO\\n                                   3,040.00\\n    3  GALON     PINTURA ACRILICA SUPERIOR\\n                 1 GAL\\n                                   4,421.85\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,461.85\\nIMPUESTO ITBIS RD$       1,343.13\\nTOTAL RD$           8,804.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7664344\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 12371318\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSCALYN ARIAS RODRIGUEZ\\nRNC EMISOR: 40227699481\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EVELYN MASSIEL ROSARIO BRACHE\\nRNC CLIENTE: 06400296791\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453712024242\\nFACTURA NO.: 0867421\\nAUTORIZACION: 377588809\\nTELEFONO: 809-289-3918\\nFECHA: 25/09/2024  HORA: 14:38\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    FERTILIZANTE AGRICOLA\\n                                                  6,084.00\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                                  4,911.00\\n    1  UNIDAD    SEMILLAS CERTIFICADAS\\n                                                  1,495.50\\n    3  UNIDAD    PLATANO BARAHONERO\\n                                                    107.85\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       12,598.35\\nITBIS 18% RD$       2,248.29\\nTOTAL RD$          14,846.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6019192\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 19414194\"}","template_ids":[4,10,0,9],"business_categories":["profesional","comercio_general","construccion_ferreteria","agricultura"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["132698452","132024117","02800987170","40227699481"],"invoice_ids":["inv_66248fa97d1d1ea5a808","inv_7af8509fd11b5bca0eb9","inv_acef36ff762886b8f67f","inv_8fd07e1a0c18529086da"],"observation_id":"obs_95e3d9ecd8fdf5827c9e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.963,"brightness_factor":0.992,"blur_sigma":0.121,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":32.5,"jpeg_quality":93,"documents":[{"rotation_deg":0.175,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.405,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.502,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.61,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":15283400949631116996,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_003702.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"11000048055\",\"ncf\":\"B1573163587\",\"fecha_comprobante\":\"20250119\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2792.00,\"itbis_facturado\":502.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"TEUDYS RAMIREZ MONTERO\\nTEUDYS RAMIREZ MONTERO\\nRNC: 11000048055\\nCLIENTE: TAKATA INTERNACIONAL S A\\nRNC CLIENTE: 130202451\\nFACTURA DE CREDITO FISCAL\\nNCF B1573163587\\nFACTURA NO.: 9006240\\nAUTORIZACION: 757448650\\nTELEFONO: 809-563-4061\\nFECHA: 19/01/2025  HORA: 09:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,792.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,792.00\\nITBIS RD$         502.56\\nTOTAL RD$           3,294.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6117270\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 97495972\\nRESUMEN\\nCargo a oficina\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["11000048055"],"invoice_ids":["inv_855a74880f8e24a59d85"],"observation_id":"obs_2ca0b784a4530691825f","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":7.23,"augmentation_metadata":{"downscale_factor":0.513,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.047,"brightness_factor":0.995,"blur_sigma":0.622,"crop_applied":false,"camera_distance_factors":[0.998],"legibility_scale_corrections":[0.0],"final_contrast_stddev":92.67,"jpeg_quality":66,"documents":[{"rotation_deg":3.917,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16067663819616577379,"difficulty":"very_hard","split":"train"}
{"image":"images/607_003703.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101048832\",\"ncf\":\"B0297488417\",\"fecha_comprobante\":\"20250317\",\"monto_facturado\":10604.00,\"itbis_facturado\":1908.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6691.47,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5821.25,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARCIA EMILIA ANDUJAR ASUNCION\\nRNC EMISOR: 00117732693\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CHEOKSAN YIEPIN UNG Y JACINTO H\\nRNC CLIENTE: 101048832\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0297488417\\nFACTURA NO.: 4908536\\nAUTORIZACION: 713395565\\nTELEFONO: 809-640-9612\\nFECHA: 17/03/2025  HORA: 09:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,231.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,084.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,705.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,584.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,604.00\\nITBIS RD$       1,908.72\\nTOTAL RD$          12,512.72\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1974897\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 22339262\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00117732693"],"invoice_ids":["inv_955c5bdc3209fbf59f5b"],"observation_id":"obs_5fc1876c37960d4d7f29","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.19,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.959,"brightness_factor":0.972,"blur_sigma":0.135,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.31,"jpeg_quality":90,"documents":[{"rotation_deg":0.667,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16184241127315505388,"difficulty":"light","split":"train"}
{"image":"images/606_003704.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130234469\",\"ncf\":\"E319214532516\",\"fecha_comprobante\":\"20240911\",\"monto_facturado_servicios\":649.50,\"monto_facturado_bienes\":28034.96,\"itbis_facturado\":5163.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"VMP REALTY HOLDING\\nVMP REALTY HOLDING S R L\\nRNC EMISOR: 130234469\\nCLIENTE: FELIX ANTONIO GOMEZ\\nRNC CLIENTE: 04600087557\\nFACTURA DE CREDITO FISCAL\\nNCF: E319214532516\\nFACTURA NO.: 3371362\\nAUTORIZACION: 139117193\\nTELEFONO: 809-829-9364\\nFECHA: 11/09/2024  HORA: 14:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,111.96\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   8,573.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     678.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,672.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     649.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,684.46\\nITBIS RD$       5,163.20\\nTOTAL RD$          33,847.66\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1538995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 95144367\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130234469"],"invoice_ids":["inv_81a19c19a654def91170"],"observation_id":"obs_8971f6acbbdfe8e4d679","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":8.26,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.999,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.04,"jpeg_quality":95,"documents":[{"rotation_deg":0.135,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4563948503889299385,"difficulty":"clean","split":"train"}
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{"image":"images/607_003711.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101670533\",\"ncf\":\"B1580066691\",\"fecha_comprobante\":\"20240114\",\"monto_facturado\":181281.96,\"itbis_facturado\":32630.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":213912.71,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CANCELIS RENT CAR\\nRNC EMISOR: 133427923\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOINMAR SRL\\nRNC CLIENTE: 101670533\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1580066691\\nFACTURA NO.: 9449604\\nAUTORIZACION: 826342705\\nTELEFONO: 809-657-5227\\nFECHA: 14/01/2024  HORA: 17:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  11,026.50\\n    4  VIAJE     TRANSPORTE DE CARGA\\n                                 162,287.96\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                   6,643.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,324.50\\n-------------------------------------------\\nSUBTOTAL RD$      181,281.96\\nITBIS RD$      32,630.75\\nTOTAL RD$         213,912.71\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5054169\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 47393589\\nRevisado\"}","template_ids":[0],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["133427923"],"invoice_ids":["inv_8a367af1f9f398e6a554"],"observation_id":"obs_46bfca34ff13c04cc63e","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":9.21,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.797,"brightness_factor":1.032,"blur_sigma":0.741,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.55,"jpeg_quality":89,"documents":[{"rotation_deg":0.448,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8887250075589235993,"difficulty":"hard","split":"train"}
{"image":"images/606_003712.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132977815\",\"ncf\":\"E452504866925\",\"fecha_comprobante\":\"20240928\",\"monto_facturado_servicios\":984.99,\"monto_facturado_bienes\":16034.95,\"itbis_facturado\":3063.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JFCC INTERNACIONAL\\nJFCC INTERNACIONAL SRL\\nRNC EMISOR: 132977815\\nCLIENTE: KIRY AUTO IMPORT SRL\\nRNC CLIENTE: 131571532\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452504866925\\nFACTURA NO.: 6037738\\nAUTORIZACION: 232885997\\nTELEFONO: 809-533-1286\\nFECHA: 28/09/2024  HORA: 19:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,501.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     443.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     984.99\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,205.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,885.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,019.94\\nITBIS RD$       3,063.59\\nTOTAL RD$          20,083.53\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2022231\\nGRACIAS POR SU COMPRA\\nJI\\nREVISADO\\nCargo a oficina\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132977815"],"invoice_ids":["inv_6a2a5f170b37948e898b"],"observation_id":"obs_6e3fc1f60c19f9fedadd","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.58,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.934,"brightness_factor":0.988,"blur_sigma":0.285,"crop_applied":false,"camera_distance_factors":[0.882],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.22,"jpeg_quality":79,"documents":[{"rotation_deg":-3.158,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JI"}]},"num_invoices":1,"seed":17341660740027541396,"difficulty":"medium","split":"train"}
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{"image":"images/606_003714.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02301417057\",\"ncf\":\"B1572413581\",\"fecha_comprobante\":\"20250516\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":793.50,\"itbis_facturado\":142.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130377006\",\"ncf\":\"B1568602185\",\"fecha_comprobante\":\"20251205\",\"monto_facturado_servicios\":1400.50,\"monto_facturado_bienes\":35290.80,\"itbis_facturado\":6604.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"LA VILLA FRANCESA G. M.\\nANDRE GERMAIN MICHEL CASTILLO\\nRNC 02301417057\\nCLIENTE: MIGDALIA PAOLA DUQUELA HUED\\nRNC CLIENTE: 00116432121\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1572413581\\nFACTURA NO.: 8547541\\nAUTORIZACION: 80698413\\nTELEFONO: 809-594-5170\\nFECHA: 16/05/2025  HORA: 13:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PIZZA MEDIANA                  793.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$          793.50\\nITBIS 18% RD$         142.83\\nTOTAL RD$             936.33\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3065441\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 54994487\\nCANT. UND. DESCRIPCION IMPORTE\\nArchivado\\n\\n--- FACTURA ---\\n\\nTODO VENTA J T\\nTODO VENTA J T SRL\\nRNC EMISOR: 130377006\\nCLIENTE: JBSANTANA TRUCK MULTISERVICE SRL\\nRNC CLIENTE: 131417272\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1568602185\\nFACTURA NO.: 8610474\\nAUTORIZACION: 489835892\\nTELEFONO: 809-652-1229\\nFECHA: 05/12/2025  HORA: 11:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         8,405.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        22,438.00\\n    4  UNIDAD    EQUIPO ELECTRICO             4,447.80\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,400.50\\n----------------------------------------------\\nSUB-TOTAL RD$       36,691.30\\nITBIS RD$       6,604.43\\nTOTAL RD$          43,295.73\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7013870\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 49194511\\nTVJ\"}","template_ids":[7,2],"business_categories":["restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02301417057","130377006"],"invoice_ids":["inv_eb949ee738216bc675c4","inv_3f805cf18cadc20aba9d"],"observation_id":"obs_872b9c23a245f94bca62","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.7,"augmentation_metadata":{"downscale_factor":0.581,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":1.015,"brightness_factor":1.007,"blur_sigma":0.355,"crop_applied":true,"camera_distance_factors":[0.888,0.902],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":75.72,"jpeg_quality":75,"documents":[{"rotation_deg":0.833,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.095,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"TVJ"}]},"num_invoices":2,"seed":5534311091883463203,"difficulty":"medium","split":"train"}
{"image":"images/607_003715.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430102644\",\"ncf\":\"E446937410194\",\"fecha_comprobante\":\"20240922\",\"monto_facturado\":94025.00,\"itbis_facturado\":16924.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":110949.50,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DUSTECH\\nRNC EMISOR: 133597063\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION PARA EL DESARROLLO INTEGRAL\\nRNC CLIENTE: 430102644\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446937410194\\nFACTURA NO.: 6450512\\nAUTORIZACION: 752262869\\nTELEFONO: 809-347-2733\\nFECHA: 22/09/2024  HORA: 19:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   22,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       25,000.00\\n   25  PAGINA    TRADUCCION DE DOCUMENTOS    22,525.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       24,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       94,025.00\\nITBIS RD$      16,924.50\\nTOTAL RD$         110,949.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8462617\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 82942639\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133597063"],"invoice_ids":["inv_9e673bb9b8c8c61b215b"],"observation_id":"obs_82f52225916c0797165e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.013,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.24,"jpeg_quality":95,"documents":[{"rotation_deg":-0.115,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10645314293760841400,"difficulty":"clean","split":"train"}
{"image":"images/606_003716.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130360715\",\"ncf\":\"E318332249634\",\"fecha_comprobante\":\"20240622\",\"monto_facturado_servicios\":6000.00,\"monto_facturado_bienes\":12624.38,\"itbis_facturado\":3352.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CONSTRUCTORA C W S A\\nCONSTRUCTORA C W S A\\nRNC: 130360715\\nCLIENTE: DIGITAL PRO RD SRL\\nRNC CLIENTE: 132617152\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318332249634\\nFACTURA NO.: 7510311\\nAUTORIZACION: 64981577\\nTELEFONO: 809-855-9879\\nFECHA: 22/06/2024  HORA: 16:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   12  UNIDAD    INTERRUPTOR SENCILLO         1,523.88\\n    1  METRO3    ARENA GRIS LAVADA GRUESA     2,663.00\\n    1  SERVICIO  INSTALACION ELECTRICA        6,000.00\\n  225  PIE       ALAMBRE ELECTRICO THHN NO. 12    8,437.50\\n----------------------------------------------\\nSUBTOTAL RD$       18,624.38\\nITBIS 18% RD$       3,352.39\\nTOTAL RD$          21,976.77\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6019997\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 60418505\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nAPROBADO\\nArchivado\"}","template_ids":[6],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130360715"],"invoice_ids":["inv_6666dba5711f4beb9707"],"observation_id":"obs_794a91e63d276e7f1c57","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.0,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.997,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.73,"jpeg_quality":95,"documents":[{"rotation_deg":-0.097,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6440790552546424320,"difficulty":"clean","split":"test"}
{"image":"images/607_003717.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430273872\",\"ncf\":\"B1466599267\",\"fecha_comprobante\":\"20240505\",\"monto_facturado\":7062.00,\"itbis_facturado\":1271.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":8333.16,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132590775\",\"ncf\":\"E440610298832\",\"fecha_comprobante\":\"20240523\",\"monto_facturado\":52357.79,\"itbis_facturado\":9424.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":4990.30,\"efectivo\":66772.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132183355\",\"ncf\":\"B1442805383\",\"fecha_comprobante\":\"20250324\",\"monto_facturado\":558.97,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":558.97,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"REMI GOMEZ GONZALEZ\\nRNC EMISOR: 00115222523\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONDOMINIO RESIDENCIAL DIANA I\\nRNC CLIENTE: 430273872\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1466599267\\nFACTURA NO.: 0546614\\nAUTORIZACION: 589213164\\nTELEFONO: 809-348-9663\\nFECHA: 05/05/2024  HORA: 13:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,062.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,062.00\\nITBIS 18% RD$       1,271.16\\nTOTAL RD$           8,333.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9885601\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 63188203\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\\n\\n--- FACTURA ---\\n\\nTABARE ROSARIO MUSTAFA\\nRNC EMISOR: 00101784841\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DERMALAND SRL\\nRNC CLIENTE: 132590775\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440610298832\\nFACTURA NO.: 0914222\\nAUTORIZACION: 250530097\\nTELEFONO: 809-361-8904\\nFECHA: 23/05/2024  HORA: 13:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    POSTRE DE LA CASA\\n                                   1,239.80\\n    5  UNIDAD    JUGO NATURAL\\n                                   1,215.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  49,902.99\\n-------------------------------------------\\nSUB-TOTAL RD$       52,357.79\\nITBIS 18% RD$       9,424.40\\nPROPINA LEGAL RD$     4,990.30\\nTOTAL RD$          66,772.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5444473\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 54285963\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nSURTIDORA SOLANO\\nRNC EMISOR: 02300459357\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: V50 GROUP SRL\\nRNC CLIENTE: 132183355\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1442805383\\nFACTURA NO.: 4507181\\nAUTORIZACION: 603798425\\nTELEFONO: 809-313-8561\\nFECHA: 24/03/2025  HORA: 16:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  LIBRA     ARROZ SELECTO LIBRA            136.00\\n    1  CARTON    HUEVOS CARTON 30 UNIDADES      321.00\\n    3  LIBRA     AZUCAR CREMA LIBRA             101.97\\n----------------------------------------------\\nSUB-TOTAL RD$          558.97\\nITBIS RD$           0.00\\nTOTAL RD$             558.97\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7082841\\nGRACIAS POR SU COMPRA\\nSS\"}","template_ids":[5,1,2],"business_categories":["comercio_general","restaurante","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated","sidip_proconsumidor"]],"issuer_rncs":["00115222523","00101784841","02300459357"],"invoice_ids":["inv_8fb8cbe422eb256a818d","inv_0ad05b39caa2500d97f5","inv_24002025ce242e678dd3"],"observation_id":"obs_b9771b5fade0814ed1ad","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.89,"augmentation_metadata":{"downscale_factor":0.987,"red_scale":0.955,"blue_scale":1.045,"contrast_factor":0.883,"brightness_factor":0.881,"blur_sigma":0.32,"crop_applied":false,"camera_distance_factors":[0.939,0.968,0.97],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":63.57,"jpeg_quality":94,"documents":[{"rotation_deg":1.978,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.372,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.337,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"SS"}]},"num_invoices":3,"seed":14170785640998867823,"difficulty":"hard","split":"train"}
{"image":"images/606_003718.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101564911\",\"ncf\":\"E450413238137\",\"fecha_comprobante\":\"20240529\",\"monto_facturado_servicios\":584.00,\"monto_facturado_bienes\":37779.95,\"itbis_facturado\":6905.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133273022\",\"ncf\":\"E459707727257\",\"fecha_comprobante\":\"20250916\",\"monto_facturado_servicios\":81000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14580.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"04900437775\",\"ncf\":\"E310438162991\",\"fecha_comprobante\":\"20240123\",\"monto_facturado_servicios\":145000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"TRADING AGRO INDUSTRIAL S A\\nTRADING AGRO INDUSTRIAL S A\\nRNC: 101564911\\nCLIENTE: SURELIS ELIZABETH CALDERON BOYER\\nRNC CLIENTE: 01200795373\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450413238137\\nFACTURA NO.: 1122689\\nAUTORIZACION: 929140321\\nTELEFONO: 809-832-9930\\nFECHA: 29/05/2024  HORA: 19:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     980.97\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   2,653.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     584.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  28,275.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,870.00\\n-------------------------------------------\\nSUBTOTAL RD$       38,363.95\\nITBIS RD$       6,905.51\\nTOTAL RD$          45,269.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4233527\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 55053964\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMR LA PATRONA BAR LOUNGE\\nMR LA PATRONA BAR LOUNGE SRL\\nRNC EMISOR: 133273022\\nCLIENTE: BRANON SRL\\nRNC CLIENTE: 131151272\\nFACTURA DE CREDITO FISCAL\\nNCF: E459707727257\\nFACTURA NO.: 5604694\\nAUTORIZACION: 947011178\\nTELEFONO: 809-371-8052\\nFECHA: 16/09/2025  HORA: 18:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   9,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  72,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       81,000.00\\nIMPUESTO ITBIS RD$      14,580.00\\nTOTAL RD$          95,580.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3393905\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 19201868\\n\\n--- FACTURA ---\\n\\nWINSTHON DEL ORBE ALCEQUIEZ\\nWINSTHON DEL ORBE ALCEQUIEZ\\nRNC: 04900437775\\nCLIENTE: GARCIA SMESTER SOLUCIONES PARA LA\\nCONST\\nRNC CLIENTE: 130814831\\nFACTURA DE CREDITO FISCAL\\nNCF E310438162991\\nFACTURA NO.: 3133365\\nAUTORIZACION: 414200371\\nTELEFONO: 809-482-2143\\nFECHA: 23/01/2024  HORA: 16:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  55,000.00\\n    3  VISITA    INSPECCION TECNICA\\n                                  82,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                   7,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      145,000.00\\nIMPUESTO ITBIS RD$      26,100.00\\nTOTAL RD$         171,100.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7439066\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 37979067\"}","template_ids":[0,5,1],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101564911","133273022","04900437775"],"invoice_ids":["inv_26fbe80b8da833d6b961","inv_699ca98efde69bbce29a","inv_dd164aaf7554e639bfa7"],"observation_id":"obs_aede73a8b29e48ec741b","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":3.91,"augmentation_metadata":{"downscale_factor":0.712,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.578,"brightness_factor":1.063,"blur_sigma":0.253,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":45.18,"jpeg_quality":84,"documents":[{"rotation_deg":0.141,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.087,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.94,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2600749065265709294,"difficulty":"hard","split":"train"}
{"image":"images/607_003719.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130876797\",\"ncf\":\"B1443604031\",\"fecha_comprobante\":\"20240124\",\"monto_facturado\":4034.00,\"itbis_facturado\":726.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":4760.12,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00300549151\",\"ncf\":\"E445620158056\",\"fecha_comprobante\":\"20240703\",\"monto_facturado\":13731.75,\"itbis_facturado\":2471.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16203.47,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANUNCIADORA SAONA S A\\nRNC EMISOR: 101020415\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: M L J BASEBALL AGENCY SRL\\nRNC CLIENTE: 130876797\\nFACTURA DE CREDITO FISCAL\\nNCF: B1443604031\\nFACTURA NO.: 1553977\\nAUTORIZACION: 596820594\\nTELEFONO: 809-340-7473\\nFECHA: 24/01/2024  HORA: 09:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA           624.00\\n    1  UNIDAD    EQUIPO ELECTRICO             1,308.50\\n    3  UNIDAD    MATERIAL DE OFICINA            969.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,132.50\\n----------------------------------------------\\nSUBTOTAL RD$        4,034.00\\nITBIS RD$         726.12\\nTOTAL RD$           4,760.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6099506\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 84040202\\nRESUMEN\\nASS\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nSERVICOBROS S A\\nRNC EMISOR: 101142652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HECTOR BIENVENIDO SANTOS PUJOLS\\nRNC CLIENTE: 00300549151\\nFACTURA DE CREDITO FISCAL\\nNCF: E445620158056\\nFACTURA NO.: 7217186\\nAUTORIZACION: 176174070\\nTELEFONO: 809-981-9848\\nFECHA: 03/07/2024  HORA: 11:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   7,814.75\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     984.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,309.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,624.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,731.75\\nITBIS RD$       2,471.72\\nTOTAL RD$          16,203.47\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5319853\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 68152033\\nRECIBIDO\\nVerificado\"}","template_ids":[12,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101020415","101142652"],"invoice_ids":["inv_75b358b62ac9079a633f","inv_a37eb3394476d7c93ed2"],"observation_id":"obs_4414658081a7bc6da977","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.984,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.969,"brightness_factor":0.985,"blur_sigma":0.162,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.7,"jpeg_quality":92,"documents":[{"rotation_deg":0.597,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.104,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ASS"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":14357574516883619515,"difficulty":"medium","split":"validation"}
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{"image":"images/606_003724.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101809132\",\"ncf\":\"B0294162516\",\"fecha_comprobante\":\"20251117\",\"monto_facturado_servicios\":139000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25020.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130337101\",\"ncf\":\"B0275008110\",\"fecha_comprobante\":\"20241207\",\"monto_facturado_servicios\":1159.00,\"monto_facturado_bienes\":26657.99,\"itbis_facturado\":5007.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FRAME VISUALE LABS C POR A\\nFRAME VISUALE LABS C POR A\\nRNC: 101809132\\nCLIENTE: GRAFICA TORRES BAT SRL\\nRNC CLIENTE: 132289528\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0294162516\\nFACTURA NO.: 9357458\\nAUTORIZACION: 960193857\\nTELEFONO: 809-201-5001\\nFECHA: 17/11/2025  HORA: 12:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       102,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      11,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   25,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      139,000.00\\nITBIS RD$      25,020.00\\nTOTAL RD$         164,020.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7541086\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 72270425\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nINVERSIONES HAMSTER DOMINICANA S A\\nINVERSIONES HAMSTER DOMINICANA S A\\nRNC EMISOR: 130337101\\nCLIENTE: DOMINGO ANTONIO JIMENEZ POLANCO\\nRNC CLIENTE: 04800008247\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0275008110\\nFACTURA NO.: 6163960\\nAUTORIZACION: 535231887\\nTELEFONO: 809-814-8933\\nFECHA: 07/12/2024  HORA: 20:48\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,602.99\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 23,535.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,520.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,159.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       27,816.99\\nIMPUESTO ITBIS RD$       5,007.06\\nTOTAL RD$          32,824.05\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4472044\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 81829632\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,9],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101809132","130337101"],"invoice_ids":["inv_de77a34b6e775f1bdb18","inv_1b27d3e70d8a79b2034e"],"observation_id":"obs_af1a6ecfaa696fb8066d","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.731,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":0.768,"brightness_factor":1.073,"blur_sigma":0.6,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.45,"jpeg_quality":73,"documents":[{"rotation_deg":0.304,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.834,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16619868668162198445,"difficulty":"hard","split":"train"}
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{"image":"images/607_003727.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05000352921\",\"ncf\":\"B1579442892\",\"fecha_comprobante\":\"20250424\",\"monto_facturado\":10169.99,\"itbis_facturado\":1830.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12000.59,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PEDRO AGUERO VALLEJO\\nRNC EMISOR: 00103191722\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NORMA LISBELY DE JESUS  GENAO\\nDURAN DE\\nRNC CLIENTE: 05000352921\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1579442892\\nFACTURA NO.: 5756258\\nAUTORIZACION: 268437004\\nTELEFONO: 809-481-9252\\nFECHA: 24/04/2025  HORA: 16:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,129.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,040.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       10,169.99\\nITBIS 18% RD$       1,830.60\\nTOTAL RD$          12,000.59\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 337716\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00103191722"],"invoice_ids":["inv_eadd6ffdeffb4dd72848"],"observation_id":"obs_f5107e29ae7ff2200c46","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":11.45,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.036,"brightness_factor":0.978,"blur_sigma":0.102,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.41,"jpeg_quality":96,"documents":[{"rotation_deg":0.278,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3836797790009634544,"difficulty":"light","split":"train"}
{"image":"images/606_003728.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130763072\",\"ncf\":\"E329346376811\",\"fecha_comprobante\":\"20250827\",\"monto_facturado_servicios\":4768.00,\"monto_facturado_bienes\":9603.00,\"itbis_facturado\":2586.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130461831\",\"ncf\":\"E315449727369\",\"fecha_comprobante\":\"20250217\",\"monto_facturado_servicios\":1247.50,\"monto_facturado_bienes\":40065.80,\"itbis_facturado\":7436.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"SPA DEPOT & BEAUTY\\nSPA DEPOT & BEAUTY EIRL\\nRNC: 130763072\\nCLIENTE: JOVANNA PATRICIA PAULINO DE LA ROSA\\nRNC CLIENTE: 00116364506\\nFACTURA DE CREDITO FISCAL\\nNCF E329346376811\\nFACTURA NO.: 7426432\\nAUTORIZACION: 766630457\\nTELEFONO: 809-297-7474\\nFECHA: 27/08/2025  HORA: 11:35\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO\\n                                                    651.50\\n    2  UNIDAD    TINTE PARA CABELLO\\n                                                  1,768.00\\n    1  SERVICIO  CORTE Y PEINADO\\n                                                  1,860.50\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                                  2,256.00\\n    5  UNIDAD    CHAMPU PROFESIONAL\\n                                                  7,835.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       14,371.00\\nITBIS RD$       2,586.78\\nTOTAL RD$          16,957.78\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6562980\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDOMINICAN TENNIS SUPPLY M & M\\nDOMINICAN TENNIS SUPPLY M & M SRL\\nRNC 130461831\\nCLIENTE: ENSUPUNTO S A\\nRNC CLIENTE: 130524106\\nFACTURA DE CREDITO FISCAL\\nNCF: E315449727369\\nFACTURA NO.: 9200084\\nAUTORIZACION: 242685870\\nTELEFONO: 809-607-7363\\nFECHA: 17/02/2025  HORA: 08:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,707.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,247.50\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  12,630.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,629.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  24,099.80\\n-------------------------------------------\\nSUB-TOTAL RD$       41,313.30\\nIMPUESTO ITBIS RD$       7,436.39\\nTOTAL RD$          48,749.69\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 1215941\\nGRACIAS POR SU COMPRA\\nRECIBIDO\"}","template_ids":[9,5],"business_categories":["belleza","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130763072","130461831"],"invoice_ids":["inv_b49fd482403ed20b5486","inv_d538616aa849e91790a3"],"observation_id":"obs_20c276c5a2e1da60d1cf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.09,"augmentation_metadata":{"downscale_factor":0.645,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":0.884,"brightness_factor":0.86,"blur_sigma":0.799,"crop_applied":false,"camera_distance_factors":[0.911,0.969],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":65.42,"jpeg_quality":75,"documents":[{"rotation_deg":-1.504,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.531,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6400787940942767286,"difficulty":"medium","split":"validation"}
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{"image":"images/606_003730.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03102497348\",\"ncf\":\"B0174728907\",\"fecha_comprobante\":\"20250826\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":511.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"02601128032\",\"ncf\":\"B1462663280\",\"fecha_comprobante\":\"20240729\",\"monto_facturado_servicios\":122500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22050.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131292801\",\"ncf\":\"E449158469282\",\"fecha_comprobante\":\"20240323\",\"monto_facturado_servicios\":252500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":45450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MARIA DEL CARMEN CORONA SUSANA\\nMARIA DEL CARMEN CORONA SUSANA\\nRNC 03102497348\\nCLIENTE: EUGENIO JOSE RAMON FAÑAS CRUZ\\nRNC CLIENTE: 00101255230\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0174728907\\nFACTURA NO.: 3830789\\nAUTORIZACION: 886430689\\nTELEFONO: 809-710-7207\\nFECHA: 26/08/2025  HORA: 19:08\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                                    511.90\\n----------------------------------------------------------\\nSUBTOTAL RD$          511.90\\nITBIS RD$           0.00\\nTOTAL RD$             511.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2243544\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nTONY BERNARDO PEREZ HERNANDEZ\\nTONY BERNARDO PEREZ HERNANDEZ\\nRNC EMISOR: 02601128032\\nCLIENTE: INMOBILIARIA K L M S A\\nRNC CLIENTE: 130379653\\nFACTURA DE CREDITO FISCAL\\nNCF: B1462663280\\nFACTURA NO.: 7001659\\nAUTORIZACION: 609936094\\nTELEFONO: 809-847-1302\\nFECHA: 29/07/2024  HORA: 18:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  JORNADA   CAPACITACION EMPRESARIAL    50,000.00\\n    1  CASO      REPRESENTACION LEGAL        72,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      122,500.00\\nITBIS RD$      22,050.00\\nTOTAL RD$         144,550.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 349364\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 51618369\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMML VETERINARIA\\nMML VETERINARIA SRL\\nRNC 131292801\\nCLIENTE: FREISYS ANTONIO FRIAS FRIAS\\nRNC CLIENTE: 05900189878\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449158469282\\nFACTURA NO.: 9664423\\nAUTORIZACION: 745290047\\nTELEFONO: 809-629-1224\\nFECHA: 23/03/2024  HORA: 19:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            29,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   10,000.00\\n    1  MES       SUPERVISION DE OBRA         38,500.00\\n    1  CASO      REPRESENTACION LEGAL        90,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       85,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      252,500.00\\nITBIS 18% RD$      45,450.00\\nTOTAL RD$         297,950.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6637853\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[9,4,12],"business_categories":["colmado_alimentos","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03102497348","02601128032","131292801"],"invoice_ids":["inv_64b0081bc1f0c7d7189b","inv_d9f22a88182c432cbb78","inv_f5332b3bd80ce02ebad8"],"observation_id":"obs_479ed0fda30651a800a1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.66,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.965,"brightness_factor":0.854,"blur_sigma":0.68,"crop_applied":false,"camera_distance_factors":[0.92,0.898,0.893],"legibility_scale_corrections":[0.0,0.0,0.0066],"final_contrast_stddev":64.4,"jpeg_quality":78,"documents":[{"rotation_deg":0.737,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.565,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.232,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1222522487042505128,"difficulty":"hard","split":"train"}
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{"image":"images/606_003732.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430136123\",\"ncf\":\"B0147080081\",\"fecha_comprobante\":\"20250521\",\"monto_facturado_servicios\":146000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26280.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FUNDACION CENTRO DE VIDA SANA VISTA DEL JA\\nFUNDACION CENTRO DE VIDA SANA VISTA DEL JARDIN I\\nRNC EMISOR: 430136123\\nCLIENTE: CRISTAL PARADISE SRL\\nRNC CLIENTE: 130709661\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0147080081\\nFACTURA NO.: 7643928\\nAUTORIZACION: 228657850\\nTELEFONO: 809-252-8923\\nFECHA: 21/05/2025  HORA: 10:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        54,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      10,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   81,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      146,000.00\\nITBIS 18% RD$      26,280.00\\nTOTAL RD$         172,280.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4547550\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nProcesado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430136123"],"invoice_ids":["inv_19a6b2f41d60b3e0b3ed"],"observation_id":"obs_14ad873b349d2e18d2f0","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.727,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.921,"brightness_factor":0.996,"blur_sigma":0.051,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.43,"jpeg_quality":91,"documents":[{"rotation_deg":0.352,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16752106416411312282,"difficulty":"hard","split":"test"}
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{"image":"images/606_003736.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101026626\",\"ncf\":\"B0240410737\",\"fecha_comprobante\":\"20240309\",\"monto_facturado_servicios\":957.00,\"monto_facturado_bienes\":20253.98,\"itbis_facturado\":3817.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":45.93,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00107175424\",\"ncf\":\"E326650131009\",\"fecha_comprobante\":\"20240202\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":42478.99,\"itbis_facturado\":7646.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GANADERA VALLE GRANDE CXA\\nGANADERA VALLE GRANDE CXA\\nRNC 101026626\\nCLIENTE: RAFAEL TAVERAS TEAM SRL\\nRNC CLIENTE: 133062526\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0240410737\\nFACTURA NO.: 7695736\\nAUTORIZACION: 889499849\\nTELEFONO: 809-698-5407\\nFECHA: 09/03/2024  HORA: 10:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,452.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     957.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     585.98\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,060.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   9,156.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       21,210.98\\nITBIS RD$       3,817.98\\nOTROS IMPUESTOS RD$      45.93\\nTOTAL RD$          25,074.89\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6817318\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 80673194\\n\\n--- FACTURA ---\\n\\nBIENVENIDO TAVAREZ MORENO MORENO\\nBIENVENIDO TAVAREZ MORENO MORENO\\nRNC 00107175424\\nCLIENTE: MASTER FERRETERIA HOLGUIN VILLAR SRL\\nRNC CLIENTE: 131874632\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326650131009\\nFACTURA NO.: 1036394\\nAUTORIZACION: 649046289\\nTELEFONO: 809-504-1703\\nFECHA: 02/02/2024  HORA: 19:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         8,630.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            418.00\\n    3  UNIDAD    EQUIPO ELECTRICO            14,346.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        18,820.00\\n    1  UNIDAD    MATERIAL DE OFICINA            264.99\\n----------------------------------------------\\nSUBTOTAL RD$       42,478.99\\nITBIS RD$       7,646.22\\nTOTAL RD$          50,125.21\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7448692\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 95877443\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101026626","00107175424"],"invoice_ids":["inv_da371d9d1012cc1952bb","inv_d329ac85ce0d37c84bcc"],"observation_id":"obs_6bd83a139845434ace70","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.35,"augmentation_metadata":{"downscale_factor":0.586,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.935,"brightness_factor":1.075,"blur_sigma":0.812,"crop_applied":false,"camera_distance_factors":[0.97,0.893],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":59.76,"jpeg_quality":78,"documents":[{"rotation_deg":3.914,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.328,"perspective":0.035,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1738557917338042059,"difficulty":"medium","split":"train"}
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{"image":"images/606_003738.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04800383137\",\"ncf\":\"B0271476774\",\"fecha_comprobante\":\"20251003\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3829.86,\"itbis_facturado\":595.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"COLMADO FGERREIRA\\nAGUSTIN FERREIRA NOVA\\nRNC EMISOR: 04800383137\\nCLIENTE: SOLUCIONES JAIVI2 SRL\\nRNC CLIENTE: 132124723\\nFACTURA DE CREDITO FISCAL\\nNCF: B0271476774\\nFACTURA NO.: 3476636\\nAUTORIZACION: 495311910\\nTELEFONO: 809-596-7227\\nFECHA: 03/10/2025  HORA: 14:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     875.96\\n    2  LIBRA     ARROZ SELECTO LIBRA\\n                                      69.00\\n    2  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     451.90\\n    3  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   2,433.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,829.86\\nIMPUESTO ITBIS RD$         595.61\\nTOTAL RD$           4,425.47\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 331442\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated","sidip_proconsumidor"]],"issuer_rncs":["04800383137"],"invoice_ids":["inv_c55433f8d640d1bd9786"],"observation_id":"obs_17aa315db58d03904d23","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.39,"augmentation_metadata":{"downscale_factor":0.845,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.875,"brightness_factor":1.062,"blur_sigma":0.408,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.62,"jpeg_quality":76,"documents":[{"rotation_deg":0.478,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4048341041233069211,"difficulty":"hard","split":"validation"}
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{"image":"images/607_003741.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113933253\",\"ncf\":\"B0284784808\",\"fecha_comprobante\":\"20240824\",\"monto_facturado\":2194.90,\"itbis_facturado\":395.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2589.98,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ACCSA\\nRNC EMISOR: 131263283\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN ESTEBAN PION CASTILLO\\nRNC CLIENTE: 00113933253\\nFACTURA DE CREDITO FISCAL\\nNCF: B0284784808\\nFACTURA NO.: 1648470\\nAUTORIZACION: 931067247\\nTELEFONO: 809-277-6446\\nFECHA: 24/08/2024  HORA: 12:46\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n   75  PIE       ALAMBRE ELECTRICO THHN NO. 12\\n                                                  2,025.00\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS\\n                                                    169.90\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        2,194.90\\nIMPUESTO ITBIS RD$         395.08\\nTOTAL RD$           2,589.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8231919\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 31016977\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131263283"],"invoice_ids":["inv_f4c3ac63f19e245ee168"],"observation_id":"obs_b2181c018666f2e9baa9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":10.49,"augmentation_metadata":{"downscale_factor":0.947,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.959,"brightness_factor":1.024,"blur_sigma":0.159,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.92,"jpeg_quality":91,"documents":[{"rotation_deg":0.453,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13579982932137898567,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 41724196\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\\n\\n--- FACTURA ---\\n\\nGRUPO ALOMAX SRL\\nGRUPO ALOMAX SRL\\nRNC EMISOR: 131347517\\nCLIENTE: NATURAL HISPANO DOMINICANA SRL\\nRNC CLIENTE: 101890355\\nFACTURA DE CREDITO FISCAL\\nNCF B0126059851\\nFACTURA NO.: 5881143\\nAUTORIZACION: 813013297\\nTELEFONO: 809-321-2993\\nFECHA: 01/02/2025  HORA: 15:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO             8,695.96\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,588.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,898.85\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,113.95\\n    5  UNIDAD    REPUESTO Y ACCESORIO        26,019.95\\n----------------------------------------------\\nSUBTOTAL RD$       42,316.71\\nITBIS 18% RD$       7,617.01\\nTOTAL RD$          49,933.72\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2559675\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nGA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nSUPER DELMAR\\nSUPER DELMAR C POR A\\nRNC 130518051\\nCLIENTE: JUAN RAMON ANDUJAR RODRIGUEZ\\nRNC CLIENTE: 00102831963\\nFACTURA DE CREDITO FISCAL\\nNCF: B1519680873\\nFACTURA NO.: 4395580\\nAUTORIZACION: 549652654\\nTELEFONO: 809-735-5591\\nFECHA: 31/01/2024  HORA: 12:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             8,790.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,790.00\\nIMPUESTO ITBIS RD$       1,582.20\\nTOTAL RD$          10,372.20\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4192713\\nGRACIAS POR SU COMPRA\"}","template_ids":[2,12,3],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132119509","131347517","130518051"],"invoice_ids":["inv_e81ae00afd75928ed838","inv_4a604072bbaf8ee62119","inv_0c40e82f2589420c0496"],"observation_id":"obs_cdb89341cf5490a812b6","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.621,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.743,"brightness_factor":1.06,"blur_sigma":0.328,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.43,"jpeg_quality":86,"documents":[{"rotation_deg":0.834,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.81,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.781,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"GA"},{"kind":"none","text":""}]},"num_invoices":3,"seed":2309030288738616447,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\"}","template_ids":[3,4,7],"business_categories":["transporte","profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00103463261","131278434","132062574"],"invoice_ids":["inv_8f541ac71d533fef023a","inv_25490ba93d0b69a5a221","inv_78c3ccda73fb57d747ed"],"observation_id":"obs_8c01ce09e47a5ca63eca","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.994,"brightness_factor":1.002,"blur_sigma":0.118,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.5,"jpeg_quality":96,"documents":[{"rotation_deg":-0.036,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.461,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.1,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ADC"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14627879084132864442,"difficulty":"hard","split":"validation"}
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{"image":"images/607_003747.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131512623\",\"ncf\":\"B0275060659\",\"fecha_comprobante\":\"20250112\",\"monto_facturado\":38484.30,\"itbis_facturado\":6927.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":45411.47,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TENEDORA 98547 SRL\\nRNC EMISOR: 131125001\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS DILAMO SRL\\nRNC CLIENTE: 131512623\\nFACTURA DE CREDITO FISCAL\\nNCF B0275060659\\nFACTURA NO.: 4877852\\nAUTORIZACION: 447030782\\nTELEFONO: 809-828-3256\\nFECHA: 12/01/2025  HORA: 14:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,557.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,967.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  22,380.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,579.80\\n-------------------------------------------\\nSUBTOTAL RD$       38,484.30\\nITBIS 18% RD$       6,927.17\\nTOTAL RD$          45,411.47\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9453448\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 62901070\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131125001"],"invoice_ids":["inv_60df1269223955a82bfe"],"observation_id":"obs_c807ccf42788bb4a01af","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.52,"augmentation_metadata":{"downscale_factor":0.772,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.028,"brightness_factor":0.987,"blur_sigma":0.662,"crop_applied":false,"camera_distance_factors":[0.906],"legibility_scale_corrections":[0.0],"final_contrast_stddev":80.16,"jpeg_quality":91,"documents":[{"rotation_deg":-0.578,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7145310882346689212,"difficulty":"medium","split":"train"}
{"image":"images/606_003748.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101572212\",\"ncf\":\"E318245642045\",\"fecha_comprobante\":\"20240526\",\"monto_facturado_servicios\":193500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":34830.00,\"impuesto_selectivo_al_consumo\":19350.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"NILIA MELANEA LEDESMA PEREZ\\nNILIA MELANEA LEDESMA PEREZ\\nRNC 00101572212\\nCLIENTE: QUILVIO BIENVENIDO RODRIGUEZ GONZALEZ\\nRNC CLIENTE: 00102873304\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318245642045\\nFACTURA NO.: 9926470\\nAUTORIZACION: 735515705\\nTELEFONO: 809-417-8962\\nFECHA: 26/05/2024  HORA: 09:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    30,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   87,500.00\\n    1  SERVICIO  ASESORIA TECNICA            41,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO        7,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      193,500.00\\nIMPUESTO ITBIS RD$      34,830.00\\nIMP. SELECTIVO RD$  19,350.00\\nTOTAL RD$         247,680.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 192727\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 88149580\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101572212"],"invoice_ids":["inv_e14a8beffbcafd741675"],"observation_id":"obs_e65ba4be567e0c840009","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.684,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.845,"brightness_factor":1.051,"blur_sigma":0.56,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.98,"jpeg_quality":86,"documents":[{"rotation_deg":-0.336,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2542749582139006099,"difficulty":"hard","split":"train"}
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{"image":"images/606_003750.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00111111837\",\"ncf\":\"E457743260232\",\"fecha_comprobante\":\"20250722\",\"monto_facturado_servicios\":206494.77,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":37169.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"101512709\",\"ncf\":\"B1479265044\",\"fecha_comprobante\":\"20250130\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":676.00,\"itbis_facturado\":121.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133319502\",\"ncf\":\"B1575378516\",\"fecha_comprobante\":\"20240515\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":31987.60,\"itbis_facturado\":5757.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CLAUDIA HERASME ALFONSO ALFONSO\\nCLAUDIA HERASME ALFONSO ALFONSO\\nRNC 00111111837\\nCLIENTE: SKYDIVE ANGELINA LUCS SCHOOL CLUB\\nSRL\\nRNC CLIENTE: 131140009\\nFACTURA DE CREDITO FISCAL\\nNCF E457743260232\\nFACTURA NO.: 4236884\\nAUTORIZACION: 472256338\\nTELEFONO: 809-377-5799\\nFECHA: 22/07/2025  HORA: 12:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  MES       ALQUILER DE LOCAL\\n                                  82,335.80\\n    2  SERVICIO  TASACION DE PROPIEDAD\\n                                  44,557.98\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   2,977.99\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  76,623.00\\n-------------------------------------------\\nSUB-TOTAL RD$      206,494.77\\nIMPUESTO ITBIS RD$      37,169.06\\nTOTAL RD$         243,663.83\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6369975\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 76278305\\nCHA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nTOPOGRAFIA DISE¤OS Y CONSTRUCCIONES S A\\nTOPOGRAFIA DISE¤OS Y CONSTRUCCIONES S A\\nRNC 101512709\\nCLIENTE: NERY ANTONIA GONZALEZ TAVAREZ\\nRNC CLIENTE: 00111579827\\nFACTURA DE CREDITO FISCAL\\nNCF: B1479265044\\nFACTURA NO.: 6341058\\nAUTORIZACION: 60339908\\nTELEFONO: 809-678-9523\\nFECHA: 30/01/2025  HORA: 15:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     676.00\\n-------------------------------------------\\nSUB-TOTAL RD$          676.00\\nIMPUESTO ITBIS RD$         121.68\\nTOTAL RD$             797.68\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8738987\\nGRACIAS POR SU COMPRA\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nEL CHINAR LITTLE LEAGUE BASEBALL CLUB\\nEL CHINAR LITTLE LEAGUE BASEBALL CLUB EIRL\\nRNC 133319502\\nCLIENTE: COMERCIALIZADORA INTERNACIONAL CIBIOMET\\nRNC CLIENTE: 132734998\\nFACTURA DE CREDITO FISCAL\\nNCF: B1575378516\\nFACTURA NO.: 7951281\\nAUTORIZACION: 49119431\\nTELEFONO: 809-579-1532\\nFECHA: 15/05/2024  HORA: 16:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            19,500.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,075.80\\n    4  UNIDAD    REPUESTO Y ACCESORIO        10,411.80\\n----------------------------------------------\\nSUBTOTAL RD$       31,987.60\\nITBIS RD$       5,757.77\\nTOTAL RD$          37,745.37\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4343833\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003756.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00113075998\",\"ncf\":\"E323466229941\",\"fecha_comprobante\":\"20250707\",\"monto_facturado_servicios\":108000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19440.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"PATRICIA ADELINA NOBOA GUERRERO\\nPATRICIA ADELINA NOBOA GUERRERO\\nRNC EMISOR: 00113075998\\nCLIENTE: INVERSIONES MATEN SRL\\nRNC CLIENTE: 130847691\\nFACTURA DE CREDITO FISCAL\\nNCF: E323466229941\\nFACTURA NO.: 2269850\\nAUTORIZACION: 250044105\\nTELEFONO: 809-823-7247\\nFECHA: 07/07/2025  HORA: 20:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           108,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      108,000.00\\nITBIS RD$      19,440.00\\nTOTAL RD$         127,440.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7023508\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00113075998"],"invoice_ids":["inv_0df6914a45b1dae3f842"],"observation_id":"obs_b3b02dc2d74decf18d51","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.41,"augmentation_metadata":{"downscale_factor":0.855,"red_scale":0.953,"blue_scale":1.047,"contrast_factor":0.959,"brightness_factor":0.913,"blur_sigma":0.34,"crop_applied":false,"camera_distance_factors":[0.983],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.48,"jpeg_quality":93,"documents":[{"rotation_deg":-1.891,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13495769833169169728,"difficulty":"light","split":"train"}
{"image":"images/607_003757.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00100994714\",\"ncf\":\"E449234016730\",\"fecha_comprobante\":\"20251229\",\"monto_facturado\":108500.00,\"itbis_facturado\":19530.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":128030.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA PAULA  LUEJE CONTRERAS\\nRNC EMISOR: 40215578598\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELSON EDDY PEREZ CAIRO\\nRNC CLIENTE: 00100994714\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449234016730\\nFACTURA NO.: 4695189\\nAUTORIZACION: 183272846\\nTELEFONO: 809-685-3455\\nFECHA: 29/12/2025  HORA: 11:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        42,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       27,000.00\\n    1  SERVICIO  ASESORIA TECNICA            39,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      108,500.00\\nITBIS 18% RD$      19,530.00\\nTOTAL RD$         128,030.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1753001\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40215578598"],"invoice_ids":["inv_7ac4e69727ba14fc10dd"],"observation_id":"obs_c3c7cfcacbda56ac1be1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.974,"brightness_factor":1.018,"blur_sigma":0.236,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.28,"jpeg_quality":92,"documents":[{"rotation_deg":0.426,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14029594914785742773,"difficulty":"light","split":"train"}
{"image":"images/606_003758.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132343131\",\"ncf\":\"E312050697888\",\"fecha_comprobante\":\"20241017\",\"monto_facturado_servicios\":1198.00,\"monto_facturado_bienes\":4028.85,\"itbis_facturado\":940.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"VILLETA CIGAR\\nVILLETA CIGAR SRL\\nRNC EMISOR: 132343131\\nCLIENTE: WORKLAB BY PSU GROUP SRL\\nRNC CLIENTE: 133754436\\nFACTURA DE CREDITO FISCAL\\nNCF: E312050697888\\nFACTURA NO.: 3131124\\nAUTORIZACION: 201361688\\nTELEFONO: 809-450-2580\\nFECHA: 17/10/2024  HORA: 20:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,198.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,028.85\\n-------------------------------------------\\nSUBTOTAL RD$        5,226.85\\nIMPUESTO ITBIS RD$         940.83\\nTOTAL RD$           6,167.68\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5737212\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 78999415\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVC\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132343131"],"invoice_ids":["inv_679c0dbeaafb6b0033cc"],"observation_id":"obs_99f6f861c1cbbfc5832f","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.15,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":1.099,"brightness_factor":1.044,"blur_sigma":0.208,"crop_applied":false,"camera_distance_factors":[0.959],"legibility_scale_corrections":[0.0],"final_contrast_stddev":94.19,"jpeg_quality":90,"documents":[{"rotation_deg":-1.326,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VC"}]},"num_invoices":1,"seed":1447626005716506581,"difficulty":"light","split":"test"}
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{"image":"images/606_003760.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131831542\",\"ncf\":\"E447791542125\",\"fecha_comprobante\":\"20250304\",\"monto_facturado_servicios\":1613.99,\"monto_facturado_bienes\":19726.00,\"itbis_facturado\":3841.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ADC PARTY AND GIFT\\nADC PARTY AND GIFT SRL\\nRNC EMISOR: 131831542\\nCLIENTE: EQUIPOS DE PRECISION CNC EQUIPREC\\nSRL\\nRNC CLIENTE: 131154514\\nFACTURA DE CREDITO FISCAL\\nNCF E447791542125\\nFACTURA NO.: 1648552\\nAUTORIZACION: 384002371\\nTELEFONO: 809-561-5594\\nFECHA: 04/03/2025  HORA: 08:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,613.99\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  15,747.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     606.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,373.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,339.99\\nITBIS 18% RD$       3,841.20\\nTOTAL RD$          25,181.19\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6836512\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 65855101\\nAPA\\nAPROBADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131831542"],"invoice_ids":["inv_3cfed8f6c06a28ad379e"],"observation_id":"obs_667f7cc7c2a9bf226b35","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":8.72,"augmentation_metadata":{"downscale_factor":0.557,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":1.035,"brightness_factor":0.935,"blur_sigma":0.866,"crop_applied":false,"camera_distance_factors":[0.991],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.37,"jpeg_quality":79,"documents":[{"rotation_deg":-0.22,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"APA"}]},"num_invoices":1,"seed":1164587068802042378,"difficulty":"very_hard","split":"train"}
{"image":"images/607_003761.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00103737862\",\"ncf\":\"B0224980918\",\"fecha_comprobante\":\"20250819\",\"monto_facturado\":28166.40,\"itbis_facturado\":5069.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":33236.35,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430137642\",\"ncf\":\"E455246619468\",\"fecha_comprobante\":\"20251222\",\"monto_facturado\":23211.75,\"itbis_facturado\":4178.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27389.87,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CORP CDAD IND HONG KONG CAR S A\\nRNC EMISOR: 108000405\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TULIA SORAYA REYNOSO LOCKWARD\\nRNC CLIENTE: 00103737862\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0224980918\\nFACTURA NO.: 5083549\\nAUTORIZACION: 10816780\\nTELEFONO: 809-209-3226\\nFECHA: 19/08/2025  HORA: 13:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,040.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     943.90\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  24,182.50\\n-------------------------------------------\\nSUBTOTAL RD$       28,166.40\\nITBIS 18% RD$       5,069.95\\nTOTAL RD$          33,236.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8393393\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 55427265\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nYERY ENCARNACION YGNACIO\\nRNC EMISOR: 22300349572\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INSTITUTO CULTURAL DOMINICO RUSO INC\\nRNC CLIENTE: 430137642\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455246619468\\nFACTURA NO.: 6749936\\nAUTORIZACION: 324685572\\nTELEFONO: 809-455-3327\\nFECHA: 22/12/2025  HORA: 16:02\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    CAMISA DE VESTIR\\n                                                  7,709.75\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                                  8,592.00\\n    5  UNIDAD    GORRA BORDADA\\n                                                  6,910.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       23,211.75\\nIMPUESTO ITBIS RD$       4,178.12\\nTOTAL RD$          27,389.87\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6394638\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 19602611\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[0,9],"business_categories":["comercio_general","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["108000405","22300349572"],"invoice_ids":["inv_b01e88359adeb725ad3a","inv_31a79dda7014f5827fc7"],"observation_id":"obs_67f81f5a9cf92f0b5bb8","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.68,"augmentation_metadata":{"downscale_factor":0.693,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.741,"brightness_factor":1.046,"blur_sigma":0.491,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.61,"jpeg_quality":83,"documents":[{"rotation_deg":0.964,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.511,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14617954787924257493,"difficulty":"hard","split":"train"}
{"image":"images/606_003762.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00112081070\",\"ncf\":\"E459690796457\",\"fecha_comprobante\":\"20240229\",\"monto_facturado_servicios\":809.00,\"monto_facturado_bienes\":8056.97,\"itbis_facturado\":1595.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JUSTA ELISA SILVERIO CUETO DE GOMEZ\\nJUSTA ELISA SILVERIO CUETO DE GOMEZ\\nRNC 00112081070\\nCLIENTE: SEUS SOLUCIONES INFORMATICAS SRL\\nRNC CLIENTE: 131951481\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459690796457\\nFACTURA NO.: 6388961\\nAUTORIZACION: 926094714\\nTELEFONO: 809-957-6486\\nFECHA: 29/02/2024  HORA: 18:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            809.00\\n    1  UNIDAD    EQUIPO ELECTRICO             4,934.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,122.97\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,865.97\\nIMPUESTO ITBIS RD$       1,595.87\\nTOTAL RD$          10,461.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3174114\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 48554261\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00112081070"],"invoice_ids":["inv_608c17dce5829f10e55e"],"observation_id":"obs_d15ee42a8d1ad6e38dbb","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":7.12,"augmentation_metadata":{"downscale_factor":0.433,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.992,"brightness_factor":0.886,"blur_sigma":0.866,"crop_applied":false,"camera_distance_factors":[0.957],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.01,"jpeg_quality":66,"documents":[{"rotation_deg":-2.548,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3231616587258289843,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_003764.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103783118\",\"ncf\":\"E316373472172\",\"fecha_comprobante\":\"20250807\",\"monto_facturado_servicios\":130507.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23491.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"130902046\",\"ncf\":\"E459447654940\",\"fecha_comprobante\":\"20241216\",\"monto_facturado_servicios\":14419.00,\"monto_facturado_bienes\":17301.50,\"itbis_facturado\":5709.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"JUSTO  MIGUEL SURIEL\\nJUSTO  MIGUEL SURIEL\\nRNC EMISOR: 03103783118\\nCLIENTE: DISTRIBUIDORA BAEZ INMOBILIARIA S A\\nRNC CLIENTE: 101763523\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316373472172\\nFACTURA NO.: 0570968\\nAUTORIZACION: 609907493\\nTELEFONO: 809-416-9568\\nFECHA: 07/08/2025  HORA: 13:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     TRANSPORTE DE CARGA         93,897.00\\n    2  SERVICIO  GESTION LOGISTICA           33,930.00\\n    4  VIAJE     SERVICIO DE MENSAJERIA       2,680.00\\n----------------------------------------------\\nSUB-TOTAL RD$      130,507.00\\nITBIS 18% RD$      23,491.26\\nTOTAL RD$         153,998.26\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 3806274\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 85741796\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nINVERSIONES MAGUZ\\nINVERSIONES MAGUZ SRL\\nRNC 130902046\\nCLIENTE: MARCIA AVELLANEDA SEVERINO CRUZ\\nRNC CLIENTE: 04900503477\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459447654940\\nFACTURA NO.: 2826612\\nAUTORIZACION: 434401648\\nTELEFONO: 809-305-9477\\nFECHA: 16/12/2024  HORA: 15:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA       10,000.00\\n   11  UNIDAD    TOMA CORRIENTE DOBLE         2,409.00\\n    5  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    4,452.50\\n    3  QUINTAL   VARILLA CORRUGADA 3/8       10,440.00\\n    3  DIA       ALQUILER TALADRO PERCUTOR    4,419.00\\n----------------------------------------------\\nSUB-TOTAL RD$       31,720.50\\nITBIS 18% RD$       5,709.69\\nTOTAL RD$          37,430.19\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 4733464\\nGRACIAS POR SU COMPRA\"}","template_ids":[10,3],"business_categories":["transporte","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["03103783118","130902046"],"invoice_ids":["inv_ee6036488f93efceceb5","inv_848a10117e9dbfecd74b"],"observation_id":"obs_16fd7642f21054626e82","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.59,"augmentation_metadata":{"downscale_factor":0.63,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":0.886,"brightness_factor":0.887,"blur_sigma":0.599,"crop_applied":false,"camera_distance_factors":[0.993,0.973],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":26.14,"jpeg_quality":76,"documents":[{"rotation_deg":1.637,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.889,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10825376893868538528,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 10296406\\n\\n--- FACTURA ---\\n\\nMEGA LANGUAGES SCHOOL CENTER MELSC\\nMEGA LANGUAGES SCHOOL CENTER MELSC SRL\\nRNC 131950795\\nCLIENTE: JUANA BITALINA PEÑA\\nRNC CLIENTE: 00300455128\\nFACTURA DE CREDITO FISCAL\\nNCF: B1512051980\\nFACTURA NO.: 9877011\\nAUTORIZACION: 117630520\\nTELEFONO: 809-775-6284\\nFECHA: 12/05/2025  HORA: 17:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       MENSUALIDAD ACADEMICA\\n                                   4,392.00\\n    3  UNIDAD    CUADERNO 100 HOJAS\\n                                     497.97\\n    3  CURSO     CURSO DE CAPACITACION\\n                                  55,140.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION\\n                                  12,181.95\\n-------------------------------------------\\nSUB-TOTAL RD$       72,211.92\\nITBIS 18% RD$           0.00\\nTOTAL RD$          72,211.92\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2717085\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 15830197\\n\\n--- FACTURA ---\\n\\nSUPERANDO BARRERAS CON MARILDA JIMENEZ TOV\\nSUPERANDO BARRERAS CON MARILDA JIMENEZ TOVAR SRL\\nRNC EMISOR: 133766991\\nCLIENTE: PANADERIA E & M MARTINEZ SRL\\nRNC CLIENTE: 132930551\\nFACTURA DE CREDITO FISCAL\\nNCF: B1413161768\\nFACTURA NO.: 9764074\\nAUTORIZACION: 252212932\\nTELEFONO: 809-443-9878\\nFECHA: 16/02/2024  HORA: 17:41\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  MES       MENSUALIDAD ACADEMICA\\n                                                  2,514.00\\n    2  UNIDAD    LIBRO DE TEXTO\\n                                                  7,394.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        9,908.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           9,908.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8224982\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 83754600\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFRANCISCO JAVIER POLO FELIX\\nFRANCISCO JAVIER POLO FELIX\\nRNC EMISOR: 40226358899\\nCLIENTE: MIRIAN CANDY SRL\\nRNC CLIENTE: 123007094\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317167677502\\nFACTURA NO.: 2178174\\nAUTORIZACION: 755739335\\nTELEFONO: 809-926-8957\\nFECHA: 06/03/2025  HORA: 15:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   16  PAGINA    TRADUCCION DE DOCUMENTOS    22,432.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       33,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       73,432.00\\nITBIS RD$      13,217.76\\nTOTAL RD$          86,649.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8493396\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 99083819\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[13,1,9,4],"business_categories":["restaurante","educacion","educacion","profesional"],"catalog_sources":[["curated"],["curated","proconsumidor_utiles_escolares_2025"],["curated"],["curated"]],"issuer_rncs":["131603922","131950795","133766991","40226358899"],"invoice_ids":["inv_232f9758da66a80d90a2","inv_2ebc7e02b7dc6e8069ea","inv_b27251b994df60461a37","inv_81c2b5330af684aa7638"],"observation_id":"obs_57b61e838f78d71a4726","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.788,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.733,"brightness_factor":1.065,"blur_sigma":0.409,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":73,"documents":[{"rotation_deg":-0.095,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.802,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.866,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.447,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":10999679473228274430,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_003773.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109739979\",\"ncf\":\"B0299533047\",\"fecha_comprobante\":\"20250812\",\"monto_facturado\":33978.00,\"itbis_facturado\":6116.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":40094.04,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CANDIDA RIJO ABAD\\nRNC EMISOR: 02800112563\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO PABLO LLUBERES DICKSON\\nRNC CLIENTE: 00109739979\\nFACTURA DE CREDITO FISCAL\\nNCF B0299533047\\nFACTURA NO.: 8383436\\nAUTORIZACION: 349252346\\nTELEFONO: 809-302-4793\\nFECHA: 12/08/2025  HORA: 10:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  33,978.00\\n-------------------------------------------\\nSUBTOTAL RD$       33,978.00\\nITBIS 18% RD$       6,116.04\\nTOTAL RD$          40,094.04\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1552569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 73191601\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02800112563"],"invoice_ids":["inv_4439e35536976e58a966"],"observation_id":"obs_baf99e64bb016635dcf3","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":10.66,"augmentation_metadata":{"downscale_factor":0.642,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.772,"brightness_factor":1.033,"blur_sigma":0.661,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.03,"jpeg_quality":87,"documents":[{"rotation_deg":0.337,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14017362704727410759,"difficulty":"hard","split":"train"}
{"image":"images/606_003774.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101535059\",\"ncf\":\"B0192112057\",\"fecha_comprobante\":\"20240416\",\"monto_facturado_servicios\":35328.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6359.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":3532.80,\"forma_pago\":1}],\"ocr\":\"OPERADORA INTERVILLAS C POR A\\nOPERADORA INTERVILLAS C POR A\\nRNC: 101535059\\nCLIENTE: ALEX S VILLAGE SRL\\nRNC CLIENTE: 131183982\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0192112057\\nFACTURA NO.: 4493833\\nAUTORIZACION: 520529800\\nTELEFONO: 809-345-4875\\nFECHA: 16/04/2024  HORA: 19:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   13,500.00\\n    7  PAGINA    TRADUCCION DE DOCUMENTOS     9,828.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       35,328.00\\nITBIS RD$       6,359.04\\nPROPINA LEGAL RD$     3,532.80\\nTOTAL RD$          45,219.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1607965\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 95075003\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101535059"],"invoice_ids":["inv_3994bed66a7876712301"],"observation_id":"obs_78ac30371313e2c65718","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.963,"brightness_factor":1.028,"blur_sigma":0.001,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":95,"documents":[{"rotation_deg":0.505,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8054741458552831121,"difficulty":"light","split":"train"}
{"image":"images/607_003775.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131301012\",\"ncf\":\"B0137329088\",\"fecha_comprobante\":\"20250811\",\"monto_facturado\":158500.00,\"itbis_facturado\":28530.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":187030.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VQUANTUM TECHNOLOGY\\nRNC EMISOR: 132581555\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PICHARDO TAVAREZ & ASOCIADOS SRL\\nRNC CLIENTE: 131301012\\nFACTURA DE CREDITO FISCAL\\nNCF: B0137329088\\nFACTURA NO.: 8839962\\nAUTORIZACION: 378648933\\nTELEFONO: 809-856-5984\\nFECHA: 11/08/2025  HORA: 08:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       19,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   38,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    5,000.00\\n    1  PROYECTO  DISENO DE PLANOS            83,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      13,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      158,500.00\\nIMPUESTO ITBIS RD$      28,530.00\\nTOTAL RD$         187,030.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 128883\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 32666887\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132581555"],"invoice_ids":["inv_3c17bbe2a07a6c0c54f5"],"observation_id":"obs_6064e076f85d1d1286fa","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.52,"augmentation_metadata":{"downscale_factor":0.886,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":1.091,"brightness_factor":0.876,"blur_sigma":0.469,"crop_applied":false,"camera_distance_factors":[0.892],"legibility_scale_corrections":[0.0],"final_contrast_stddev":79.28,"jpeg_quality":83,"documents":[{"rotation_deg":-3.392,"perspective":0.035,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11172368563738788388,"difficulty":"medium","split":"train"}
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{"image":"images/607_003779.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"119502413\",\"ncf\":\"B1402184330\",\"fecha_comprobante\":\"20241102\",\"monto_facturado\":17500.00,\"itbis_facturado\":3150.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20650.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PRESTAMOS COMODOS PRESCOM\\nRNC EMISOR: 131624979\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FAST RENT & SERGE BONNEL S A\\nRNC CLIENTE: 119502413\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1402184330\\nFACTURA NO.: 2130520\\nAUTORIZACION: 586571114\\nTELEFONO: 809-713-6858\\nFECHA: 02/11/2024  HORA: 11:31\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 17,500.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       17,500.00\\nITBIS RD$       3,150.00\\nTOTAL RD$          20,650.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5053872\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 10849502\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131624979"],"invoice_ids":["inv_1257a50db4eee6bb7ea5"],"observation_id":"obs_ab6a07b16c56437da893","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.55,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.014,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.66,"jpeg_quality":95,"documents":[{"rotation_deg":-0.144,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8529840211367173530,"difficulty":"clean","split":"train"}
{"image":"images/606_003780.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130127204\",\"ncf\":\"E458322184387\",\"fecha_comprobante\":\"20240429\",\"monto_facturado_servicios\":1251.95,\"monto_facturado_bienes\":21127.85,\"itbis_facturado\":4028.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CRECENCIA GENAO REYNOSO\\nCRECENCIA GENAO REYNOSO\\nRNC: 130127204\\nCLIENTE: AGROMACHINE C POR A\\nRNC CLIENTE: 130297241\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458322184387\\nFACTURA NO.: 2047400\\nAUTORIZACION: 776743667\\nTELEFONO: 809-970-4776\\nFECHA: 29/04/2024  HORA: 16:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   6,860.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,251.95\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,424.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,019.85\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,824.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,379.80\\nITBIS 18% RD$       4,028.36\\nTOTAL RD$          26,408.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 936039\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 82693233\\nProcesado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130127204"],"invoice_ids":["inv_b365ac2ff1aa40d1de42"],"observation_id":"obs_e2b0f8b743f5cb557b5b","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":8.79,"augmentation_metadata":{"downscale_factor":0.889,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.885,"brightness_factor":0.928,"blur_sigma":0.136,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.39,"jpeg_quality":88,"documents":[{"rotation_deg":1.933,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8961031258940809861,"difficulty":"hard","split":"train"}
{"image":"images/607_003781.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133274957\",\"ncf\":\"B1457682129\",\"fecha_comprobante\":\"20250205\",\"monto_facturado\":1722.00,\"itbis_facturado\":309.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":2031.96}],\"ocr\":\"RESTAURANT MI TIO\\nRNC EMISOR: 132554256\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSULTA POPULAR SUPRASALUD SRL\\nRNC CLIENTE: 133274957\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1457682129\\nFACTURA NO.: 7388460\\nAUTORIZACION: 382022991\\nTELEFONO: 809-627-2216\\nFECHA: 05/02/2025  HORA: 19:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PLATO DEL DIA\\n                                     437.00\\n    5  UNIDAD    POSTRE DE LA CASA\\n                                   1,285.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,722.00\\nIMPUESTO ITBIS RD$         309.96\\nTOTAL RD$           2,031.96\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 5605234\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 85798704\\nENTREGADO\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["132554256"],"invoice_ids":["inv_0fdae37b93d6ad5786ba"],"observation_id":"obs_678b96b8dcdfe747dc0b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":10.02,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.899,"brightness_factor":1.043,"blur_sigma":0.328,"crop_applied":false,"camera_distance_factors":[0.999],"legibility_scale_corrections":[0.0],"final_contrast_stddev":74.97,"jpeg_quality":79,"documents":[{"rotation_deg":-2.939,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4265239487782075500,"difficulty":"medium","split":"train"}
{"image":"images/606_003782.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130257264\",\"ncf\":\"E440043710296\",\"fecha_comprobante\":\"20250303\",\"monto_facturado_servicios\":328236.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":59082.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132857186\",\"ncf\":\"E455082671967\",\"fecha_comprobante\":\"20241015\",\"monto_facturado_servicios\":135655.00,\"monto_facturado_bienes\":16660.00,\"itbis_facturado\":27416.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130622711\",\"ncf\":\"B0143193641\",\"fecha_comprobante\":\"20240420\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2294.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SNOWBROOK INTERNATIONAL CORP\\nSNOWBROOK INTERNATIONAL CORP\\nRNC: 130257264\\nCLIENTE: MT HANTONI SOLUCIONES TRASPORTE RD SRL\\nRNC CLIENTE: 133217767\\nFACTURA DE CREDITO FISCAL\\nNCF: E440043710296\\nFACTURA NO.: 5884565\\nAUTORIZACION: 225377356\\nTELEFONO: 809-417-3337\\nFECHA: 03/03/2025  HORA: 17:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       25,481.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   13,207.00\\n    4  MES       ALQUILER DE LOCAL          289,548.00\\n----------------------------------------------\\nSUBTOTAL RD$      328,236.00\\nIMPUESTO ITBIS RD$      59,082.48\\nTOTAL RD$         387,318.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3391428\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 51698846\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nAPA ARBAJE PEREZ AGROINDUSTRIAL\\nAPA ARBAJE PEREZ AGROINDUSTRIAL SRL\\nRNC 132857186\\nCLIENTE: BICALLYS PEÑA LARA\\nRNC CLIENTE: 00101092468\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E455082671967\\nFACTURA NO.: 6446437\\nAUTORIZACION: 221695381\\nTELEFONO: 809-342-3839\\nFECHA: 15/10/2024  HORA: 09:05\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    SEMILLAS CERTIFICADAS\\n                                                  1,265.00\\n    5  SERVICIO  SERVICIO DE COSECHA\\n                                                135,655.00\\n    5  UNIDAD    FERTILIZANTE AGRICOLA\\n                                                 15,395.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      152,315.00\\nIMPUESTO ITBIS RD$      27,416.70\\nTOTAL RD$         179,731.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4022783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 48363475\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nCOLMADO EL TAMARINDO\\nRHADAMES TEJADA MARTINEZ\\nRNC: 130622711\\nCLIENTE: MARIA DE LOURDES BALBUENA\\nCONCEPCION\\nRNC CLIENTE: 03700533445\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0143193641\\nFACTURA NO.: 1536413\\nAUTORIZACION: 290546684\\nTELEFONO: 809-388-7439\\nFECHA: 20/04/2024  HORA: 10:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    8  LIBRA     HARINA DE TRIGO LIBRA\\n                                     232.00\\n    1  LIBRA     CAFE MOLIDO 1 LB\\n                                     301.00\\n    9  LIBRA     AZUCAR CREMA LIBRA\\n                                     342.00\\n    2  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   1,419.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,294.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           2,294.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2635973\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 80761252\"}","template_ids":[2,9,5],"business_categories":["inmobiliario","agricultura","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130257264","132857186","130622711"],"invoice_ids":["inv_599eb897292005caefef","inv_c9a2649c20c3d7ab86f2","inv_adae890e12a9fff7645b"],"observation_id":"obs_2872b64ca316e6bf15ee","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.97,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.032,"brightness_factor":1.001,"blur_sigma":0.06,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":94,"documents":[{"rotation_deg":-0.199,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.277,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.071,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":18232374383808379207,"difficulty":"hard","split":"train"}
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SELECTIVO RD$      27.15\\nTOTAL RD$             347.52\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 146372\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nLITROS & LEO MIXOLOGIA Y EVENTOS\\nRNC EMISOR: 133368331\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERATIVA AGROPECUARIA DE PRODUCTORES\\nRNC CLIENTE: 430124605\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324371708825\\nFACTURA NO.: 7615326\\nAUTORIZACION: 743386192\\nTELEFONO: 809-346-5804\\nFECHA: 09/01/2024  HORA: 08:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            80,000.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       11,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      106,000.00\\nITBIS 18% RD$      19,080.00\\nTOTAL RD$         125,080.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1445949\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCOPIA\"}","template_ids":[13,10,4],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03700390325","132253515","133368331"],"invoice_ids":["inv_60b13d52282a39886f2e","inv_972a29e6e387ed939a98","inv_3203a744ba34ecadc71c"],"observation_id":"obs_13f94c9167dbb47423ac","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":3.97,"augmentation_metadata":{"downscale_factor":0.822,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.925,"brightness_factor":0.999,"blur_sigma":0.438,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":82.71,"jpeg_quality":88,"documents":[{"rotation_deg":-1.142,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.5,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.106,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11646408054610894663,"difficulty":"hard","split":"train"}
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{"image":"images/606_003798.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"09300370377\",\"ncf\":\"B1412705881\",\"fecha_comprobante\":\"20250813\",\"monto_facturado_servicios\":1514.00,\"monto_facturado_bienes\":10817.75,\"itbis_facturado\":2219.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131596772\",\"ncf\":\"E454657650408\",\"fecha_comprobante\":\"20240707\",\"monto_facturado_servicios\":1136.00,\"monto_facturado_bienes\":24977.00,\"itbis_facturado\":4700.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"EDWIN APOLINAR GRULLON POLANCO\\nEDWIN APOLINAR GRULLON POLANCO\\nRNC 09300370377\\nCLIENTE: D SANQUINTIN FUEGOS ARTIFICIALES\\nRD SRL\\nRNC CLIENTE: 133016788\\nFACTURA DE CREDITO FISCAL\\nNCF B1412705881\\nFACTURA NO.: 7242481\\nAUTORIZACION: 671131169\\nTELEFONO: 809-288-5357\\nFECHA: 13/08/2025  HORA: 18:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,907.85\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     436.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   6,570.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,903.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,514.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       12,331.75\\nITBIS 18% RD$       2,219.72\\nTOTAL RD$          14,551.47\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1237763\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nBRAVO CIRIACO COMPANY ENERGIA Y SERVICIOS\\nBRAVO CIRIACO COMPANY ENERGIA Y SERVICIOS SRL\\nRNC EMISOR: 131596772\\nCLIENTE: WELINTON MIGUEL SANTANA GUTIERREZ\\nRNC CLIENTE: 02700252022\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454657650408\\nFACTURA NO.: 4347557\\nAUTORIZACION: 189258140\\nTELEFONO: 809-291-8841\\nFECHA: 07/07/2024  HORA: 17:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          6,420.00\\n    4  UNIDAD    EQUIPO ELECTRICO            11,528.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,136.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         5,195.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,834.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,113.00\\nITBIS 18% RD$       4,700.34\\nTOTAL RD$          30,813.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7321563\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 70901112\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,6],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["09300370377","131596772"],"invoice_ids":["inv_1a47e68b4bf9929ebe1f","inv_7b9d80fad183f205dbb7"],"observation_id":"obs_9e3ed1620f0cb0060203","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":6.08,"augmentation_metadata":{"downscale_factor":0.907,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.001,"brightness_factor":0.934,"blur_sigma":0.338,"crop_applied":false,"camera_distance_factors":[0.943,0.935],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.0,"jpeg_quality":86,"documents":[{"rotation_deg":-1.894,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.137,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11451953708108502534,"difficulty":"medium","split":"train"}
{"image":"images/607_003799.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101843519\",\"ncf\":\"B0167707418\",\"fecha_comprobante\":\"20241010\",\"monto_facturado\":206816.50,\"itbis_facturado\":37226.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":84866.51,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":159176.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEUE STATION\\nRNC EMISOR: 131042651\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PERALTA FRUITS 4.0 SRL\\nRNC CLIENTE: 101843519\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0167707418\\nFACTURA NO.: 9803729\\nAUTORIZACION: 728586229\\nTELEFONO: 809-940-4858\\nFECHA: 10/10/2024  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       10,406.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   16,902.00\\n    1  SERVICIO  COMISION INMOBILIARIA      174,448.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    5,060.50\\n----------------------------------------------\\nSUB-TOTAL RD$      206,816.50\\nITBIS RD$      37,226.97\\nTOTAL RD$         244,043.47\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7992073\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 45735186\\nNS\"}","template_ids":[2],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131042651"],"invoice_ids":["inv_52cf4904ff3e62313f08"],"observation_id":"obs_b874be2198d6ab7c9f55","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.87,"augmentation_metadata":{"downscale_factor":0.687,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.917,"brightness_factor":0.942,"blur_sigma":0.875,"crop_applied":false,"camera_distance_factors":[0.949],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.94,"jpeg_quality":72,"documents":[{"rotation_deg":-3.903,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"NS"}]},"num_invoices":1,"seed":17481592658368342466,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 38694522\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEN MOTO\\nRNC EMISOR: 130760896\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BERTHA ARIANNA MATOS MONTILLA\\nRNC CLIENTE: 22300179391\\nFACTURA DE CREDITO FISCAL\\nNCF E453756353757\\nFACTURA NO.: 9610036\\nAUTORIZACION: 662893153\\nTELEFONO: 809-454-3591\\nFECHA: 26/02/2025  HORA: 12:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    JUEGO DE PASTILLAS DE FRENO   12,986.97\\n    3  UNIDAD    ACEITE DE MOTOR              2,687.97\\n    1  SERVICIO  REPARACION MECANICA         15,843.50\\n----------------------------------------------\\nSUBTOTAL RD$       31,518.44\\nITBIS RD$       5,673.32\\nTOTAL RD$          37,191.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9219603\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPROGENERA\\nRNC EMISOR: 101026936\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MULTISERVICIOS COCO BERROA SRL\\nRNC CLIENTE: 131414516\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0297023299\\nFACTURA NO.: 8763930\\nAUTORIZACION: 330309326\\nTELEFONO: 809-712-5830\\nFECHA: 05/08/2024  HORA: 14:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,671.50\\n    4  MES       ALQUILER DE LOCAL           88,264.00\\n    2  SERVICIO  COMISION INMOBILIARIA      129,386.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,242.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      240,563.50\\nIMPUESTO ITBIS RD$      43,301.43\\nTOTAL RD$         283,864.93\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4453126\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nMEDCRAFTERS\\nRNC EMISOR: 132395077\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LA CASA DEL NINO BY NATHALIE JOMAR\\nSRL\\nRNC CLIENTE: 132778103\\nFACTURA DE CREDITO FISCAL\\nNCF: B0126606046\\nFACTURA NO.: 3171592\\nAUTORIZACION: 307755954\\nTELEFONO: 809-481-4779\\nFECHA: 04/03/2024  HORA: 18:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,152.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,527.99\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   3,048.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,668.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,520.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,915.99\\nITBIS RD$           0.00\\nTOTAL RD$          18,915.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2480641\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_003811.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131064191\",\"ncf\":\"B1497407057\",\"fecha_comprobante\":\"20251126\",\"monto_facturado\":14876.75,\"itbis_facturado\":2677.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17554.57,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131882463\",\"ncf\":\"B0190879165\",\"fecha_comprobante\":\"20250117\",\"monto_facturado\":1972.00,\"itbis_facturado\":354.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":2326.96,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COMERCIAL LA PALMERA DOMINICANA\\nRNC EMISOR: 101616972\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA MICASA SRL\\nRNC CLIENTE: 131064191\\nFACTURA DE CREDITO FISCAL\\nNCF: B1497407057\\nFACTURA NO.: 6448514\\nAUTORIZACION: 263739739\\nTELEFONO: 809-444-1029\\nFECHA: 26/11/2025  HORA: 16:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,309.75\\n    3  UNIDAD    REPUESTO Y ACCESORIO        12,567.00\\n----------------------------------------------\\nSUB-TOTAL RD$       14,876.75\\nIMPUESTO ITBIS RD$       2,677.82\\nTOTAL RD$          17,554.57\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5190166\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 54883981\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nJONIOR RAMON ENCARNACION PICHARDO\\nRNC EMISOR: 00300716784\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUMP ON TOURS SRL\\nRNC CLIENTE: 131882463\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0190879165\\nFACTURA NO.: 6721290\\nAUTORIZACION: 662988797\\nTELEFONO: 809-561-7870\\nFECHA: 17/01/2025  HORA: 18:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO           978.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            994.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,972.00\\nITBIS RD$         354.96\\nTOTAL RD$           2,326.96\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8018197\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nJRE\"}","template_ids":[10,12],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101616972","00300716784"],"invoice_ids":["inv_427269b827a7924f773b","inv_d44aea230299f7b73212"],"observation_id":"obs_ec3299299e78a4e0643a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.976,"brightness_factor":0.982,"blur_sigma":0.132,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":39.14,"jpeg_quality":92,"documents":[{"rotation_deg":0.38,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.127,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"JRE"}]},"num_invoices":2,"seed":2880416224951431108,"difficulty":"medium","split":"validation"}
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{"image":"images/606_003820.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103408294\",\"ncf\":\"B0271153311\",\"fecha_comprobante\":\"20240831\",\"monto_facturado_servicios\":253500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":45630.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ELBA ALTAGRACIA DEL ROSARIO MERCADO DIAZ\\nELBA ALTAGRACIA DEL ROSARIO MERCADO DIAZ\\nRNC: 03103408294\\nCLIENTE: AGROINDUSTRIA PUERTO ESCONDIDO SRL\\nRNC CLIENTE: 131409067\\nFACTURA DE CREDITO FISCAL\\nNCF B0271153311\\nFACTURA NO.: 6033391\\nAUTORIZACION: 950828111\\nTELEFONO: 809-427-7205\\nFECHA: 31/08/2024  HORA: 14:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  75,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  92,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  32,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  53,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      253,500.00\\nITBIS RD$      45,630.00\\nTOTAL RD$         299,130.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9709783\\nGRACIAS POR SU COMPRA\\nEAD\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03103408294"],"invoice_ids":["inv_4709c08aceb460214952"],"observation_id":"obs_7537c562b3822d385cfb","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.65,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.574,"brightness_factor":1.054,"blur_sigma":0.491,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.33,"jpeg_quality":80,"documents":[{"rotation_deg":-0.042,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EAD"}]},"num_invoices":1,"seed":8870129370368635772,"difficulty":"hard","split":"train"}
{"image":"images/607_003821.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133324482\",\"ncf\":\"B0188517008\",\"fecha_comprobante\":\"20251107\",\"monto_facturado\":113101.00,\"itbis_facturado\":20358.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":133459.18,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00301240560\",\"ncf\":\"E459657650444\",\"fecha_comprobante\":\"20251105\",\"monto_facturado\":313571.00,\"itbis_facturado\":56442.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":370013.78},{\"rnc\":\"40224745980\",\"ncf\":\"B0108371781\",\"fecha_comprobante\":\"20251201\",\"monto_facturado\":8812.50,\"itbis_facturado\":1586.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":10398.75,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUIS CAMILO GONZALEZ BATISTA\\nRNC EMISOR: 00107929077\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO DARONI SRL\\nRNC CLIENTE: 133324482\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0188517008\\nFACTURA NO.: 1341965\\nAUTORIZACION: 441707644\\nTELEFONO: 809-620-5550\\nFECHA: 07/11/2025  HORA: 14:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      113,101.00\\n----------------------------------------------\\nSUB-TOTAL RD$      113,101.00\\nIMPUESTO ITBIS RD$      20,358.18\\nTOTAL RD$         133,459.18\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2560812\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 91516942\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nHANSEL ANTONIO ROQUE PEYNADO\\nRNC EMISOR: 00116245903\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FREDEÑA VIOLETA SANTANA DE GUERRERO\\nRNC CLIENTE: 00301240560\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459657650444\\nFACTURA NO.: 9006603\\nAUTORIZACION: 781326671\\nTELEFONO: 809-750-7506\\nFECHA: 05/11/2025  HORA: 12:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    9  PAGINA    TRADUCCION DE DOCUMENTOS    10,071.00\\n    3  MES       SUPERVISION DE OBRA        186,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   21,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  PROYECTO  DISENO DE PLANOS            81,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      313,571.00\\nIMPUESTO ITBIS RD$      56,442.78\\nTOTAL RD$         370,013.78\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 8446300\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nREVISADO\\n\\n--- FACTURA ---\\n\\nJUAN ROMERO DELGADO\\nRNC EMISOR: 05300412391\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RICARDO DE JESUS MIESES GUILIANI\\nRNC CLIENTE: 40224745980\\nFACTURA DE CREDITO FISCAL\\nNCF: B0108371781\\nFACTURA NO.: 8756048\\nAUTORIZACION: 579328335\\nTELEFONO: 809-506-1138\\nFECHA: 01/12/2025  HORA: 13:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             7,948.50\\n    2  UNIDAD    MATERIAL DE OFICINA            864.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,812.50\\nITBIS RD$       1,586.25\\nTOTAL RD$          10,398.75\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4836627\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 21447788\\nCANT. UND. 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{"image":"images/606_003832.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131713106\",\"ncf\":\"E444383543024\",\"fecha_comprobante\":\"20251001\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":23772.97,\"itbis_facturado\":4279.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"G Y E MUEBLES\\nG Y E MUEBLES SRL\\nRNC: 131713106\\nCLIENTE: SERVICIOS EDUCATIVOS MS SEDUCA SRL\\nRNC CLIENTE: 133390663\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444383543024\\nFACTURA NO.: 9642366\\nAUTORIZACION: 144599179\\nTELEFONO: 809-315-5581\\nFECHA: 01/10/2025  HORA: 12:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             6,971.99\\n    5  UNIDAD    MATERIAL DE OFICINA          1,515.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        10,896.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,609.98\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,780.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,772.97\\nITBIS 18% RD$       4,279.13\\nTOTAL RD$          28,052.10\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3137931\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 25294293\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131713106"],"invoice_ids":["inv_42cbd51972d8fc2155e9"],"observation_id":"obs_b63cdf629fce76e42658","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.802,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.86,"brightness_factor":1.026,"blur_sigma":0.328,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":83,"documents":[{"rotation_deg":-0.467,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8867590275165728767,"difficulty":"medium","split":"train"}
{"image":"images/607_003833.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132866322\",\"ncf\":\"E452976318607\",\"fecha_comprobante\":\"20240422\",\"monto_facturado\":177500.00,\"itbis_facturado\":31950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":209450.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133080826\",\"ncf\":\"B0243167190\",\"fecha_comprobante\":\"20251206\",\"monto_facturado\":55016.29,\"itbis_facturado\":9902.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":64919.22,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BELKIS SORAYA FARIAS DE LA ROSA\\nRNC EMISOR: 00101339778\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RHINA LIRIANO SRL\\nRNC CLIENTE: 132866322\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452976318607\\nFACTURA NO.: 7686117\\nAUTORIZACION: 41521213\\nTELEFONO: 809-889-5423\\nFECHA: 22/04/2024  HORA: 19:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   73,000.00\\n    1  MES       SUPERVISION DE OBRA        104,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      177,500.00\\nITBIS 18% RD$      31,950.00\\nTOTAL RD$         209,450.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5342829\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 35582817\\nDETALLE DE SERVICIOS\\nRecibido\\n\\n--- FACTURA ---\\n\\nFERRIC COMERCIAL C POR A\\nRNC EMISOR: 130194661\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WORLD BEAUTY STETIC BY BONGINA SRL\\nRNC CLIENTE: 133080826\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0243167190\\nFACTURA NO.: 0132155\\nAUTORIZACION: 491781856\\nTELEFONO: 809-695-9246\\nFECHA: 06/12/2025  HORA: 12:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,154.99\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  20,175.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  23,343.80\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,342.50\\n-------------------------------------------\\nSUB-TOTAL RD$       55,016.29\\nITBIS 18% RD$       9,902.93\\nTOTAL RD$          64,919.22\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2744064\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 19054513\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00101339778","130194661"],"invoice_ids":["inv_5ea40362678aad9b07fc","inv_9846b1b5e5119ce9c732"],"observation_id":"obs_51f753538a1484074a73","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.47,"augmentation_metadata":{"downscale_factor":0.653,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.893,"brightness_factor":0.863,"blur_sigma":0.57,"crop_applied":false,"camera_distance_factors":[0.898,0.935],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":71.78,"jpeg_quality":68,"documents":[{"rotation_deg":-1.227,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.408,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":16911303138669296216,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_003838.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133244284\",\"ncf\":\"E453354211973\",\"fecha_comprobante\":\"20250926\",\"monto_facturado_servicios\":93000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16740.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MATERIALARQ\\nMATERIALARQ EIRL\\nRNC: 133244284\\nCLIENTE: YOLENNY MATOS GONZALEZ\\nRNC CLIENTE: 22300321209\\nFACTURA DE CREDITO FISCAL\\nNCF: E453354211973\\nFACTURA NO.: 6700772\\nAUTORIZACION: 198769148\\nTELEFONO: 809-861-1881\\nFECHA: 26/09/2025  HORA: 20:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   22,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   28,000.00\\n    1  SERVICIO  ASESORIA TECNICA            30,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   13,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       93,000.00\\nITBIS RD$      16,740.00\\nTOTAL RD$         109,740.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 875572\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133244284"],"invoice_ids":["inv_435f9d7a36aa3c2ff11c"],"observation_id":"obs_5e5a8a72ecc7c8e5ad9e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.07,"augmentation_metadata":{"downscale_factor":0.858,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.872,"brightness_factor":0.853,"blur_sigma":0.467,"crop_applied":true,"camera_distance_factors":[0.938],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.47,"jpeg_quality":76,"documents":[{"rotation_deg":-1.821,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2708947506664346103,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 14772166\\n\\n--- FACTURA ---\\n\\nCRISLEIDY FRAGOSO\\nCRISLEIDY FRAGOSO\\nRNC EMISOR: 04801129737\\nCLIENTE: MULTI GESTION N A SRL\\nRNC CLIENTE: 133328382\\nFACTURA DE CREDITO FISCAL\\nNCF B1469637009\\nFACTURA NO.: 8415627\\nAUTORIZACION: 853713257\\nTELEFONO: 809-685-1563\\nFECHA: 29/08/2024  HORA: 20:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,735.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,275.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,656.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,666.00\\nITBIS 18% RD$       3,719.88\\nTOTAL RD$          24,385.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9562155\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 76122218\\nEntregado\\n\\n--- FACTURA ---\\n\\nR & D CIGARRO FILLIN\\nDELVIN DAWRY MERCADO PEREZ\\nRNC: 05401519797\\nCLIENTE: YANET DEL CARMEN RAMOS SANTANA\\nRNC CLIENTE: 03400321984\\nFACTURA DE CREDITO FISCAL\\nNCF B1400277328\\nFACTURA NO.: 6802606\\nAUTORIZACION: 680740166\\nTELEFONO: 809-681-5359\\nFECHA: 21/09/2024  HORA: 17:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          9,980.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         5,336.85\\n    5  UNIDAD    REPUESTO Y ACCESORIO         5,040.00\\n    3  UNIDAD    EQUIPO ELECTRICO            19,419.00\\n----------------------------------------------\\nSUB-TOTAL RD$       39,775.85\\nITBIS RD$       7,159.65\\nTOTAL RD$          46,935.50\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1301069\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_003851.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00104329750\",\"ncf\":\"E318223076013\",\"fecha_comprobante\":\"20250624\",\"monto_facturado\":724.50,\"itbis_facturado\":130.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":854.91,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CENTRO DE RADIADORES Y SERVICIOS DIPRE\\nRNC EMISOR: 00109565697\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRUZ ASUNCION CRICHLOW GONZALEZ\\nRNC CLIENTE: 00104329750\\nFACTURA DE CREDITO FISCAL\\nNCF: E318223076013\\nFACTURA NO.: 1705586\\nAUTORIZACION: 772992682\\nTELEFONO: 809-676-6740\\nFECHA: 24/06/2025  HORA: 19:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     724.50\\n-------------------------------------------\\nSUB-TOTAL RD$          724.50\\nITBIS 18% RD$         130.41\\nTOTAL RD$             854.91\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8662965\\nGRACIAS POR SU COMPRA\\nCDR\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00109565697"],"invoice_ids":["inv_7a7cec9e0b60cdc0a22c"],"observation_id":"obs_0ccefbbcbcd3ffa6d409","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":12.24,"augmentation_metadata":{"downscale_factor":0.96,"red_scale":1.048,"blue_scale":0.952,"contrast_factor":1.008,"brightness_factor":0.987,"blur_sigma":0.16,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":93,"documents":[{"rotation_deg":0.281,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CDR"}]},"num_invoices":1,"seed":13897571932868259913,"difficulty":"light","split":"train"}
{"image":"images/606_003852.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133185202\",\"ncf\":\"B0126929632\",\"fecha_comprobante\":\"20240611\",\"monto_facturado_servicios\":1155.00,\"monto_facturado_bienes\":11909.00,\"itbis_facturado\":2351.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"EMMAS CONCEPT\\nEMMAS CONCEPT SRL\\nRNC EMISOR: 133185202\\nCLIENTE: BOLT SRL\\nRNC CLIENTE: 130315701\\nFACTURA DE CREDITO FISCAL\\nNCF: B0126929632\\nFACTURA NO.: 6647969\\nAUTORIZACION: 200458991\\nTELEFONO: 809-364-5691\\nFECHA: 11/06/2024  HORA: 15:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PANTALON CASUAL\\n                                     958.00\\n    2  UNIDAD    GORRA BORDADA\\n                                   1,126.00\\n    4  UNIDAD    UNIFORME EMPRESARIAL\\n                                   6,552.00\\n    1  UNIDAD    CALZADO CASUAL\\n                                   3,273.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,155.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,064.00\\nIMPUESTO ITBIS RD$       2,351.52\\nTOTAL RD$          15,415.52\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 1932370\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 81429470\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["133185202"],"invoice_ids":["inv_8a441e7f8abbcd424f13"],"observation_id":"obs_5a6ff4be07fbb5b180be","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.3,"augmentation_metadata":{"downscale_factor":0.828,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.796,"brightness_factor":1.078,"blur_sigma":0.524,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.6,"jpeg_quality":87,"documents":[{"rotation_deg":-0.205,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16300043348949297540,"difficulty":"hard","split":"train"}
{"image":"images/607_003853.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03700856853\",\"ncf\":\"E317156206619\",\"fecha_comprobante\":\"20250320\",\"monto_facturado\":104000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":104000.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132410459\",\"ncf\":\"B1430565169\",\"fecha_comprobante\":\"20240410\",\"monto_facturado\":23217.99,\"itbis_facturado\":4179.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":27397.23,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN TOMAS PEÑA SORIANO\\nRNC EMISOR: 00101035921\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAYMOND JUNIOR ORTIZ\\nRNC CLIENTE: 03700856853\\nFACTURA DE CREDITO FISCAL\\nNCF: E317156206619\\nFACTURA NO.: 9564630\\nAUTORIZACION: 679508023\\nTELEFONO: 809-300-2839\\nFECHA: 20/03/2025  HORA: 12:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        72,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    32,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      104,000.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         104,000.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3176258\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nREVISADO\\n\\n--- FACTURA ---\\n\\nPROTECA\\nRNC EMISOR: 132243048\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GERENCIA PROFESIONAL DE CONDOMINIO GERE\\nRNC CLIENTE: 132410459\\nFACTURA DE CREDITO FISCAL\\nNCF: B1430565169\\nFACTURA NO.: 1169144\\nAUTORIZACION: 829095312\\nTELEFONO: 809-943-5186\\nFECHA: 10/04/2024  HORA: 14:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n  248  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS   12,896.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    2,000.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION    8,075.99\\n    2  UNIDAD    BOMBILLO LED 9 W               246.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,217.99\\nITBIS RD$       4,179.24\\nTOTAL RD$          27,397.23\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8707035\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 84345404\\nPendiente\"}","template_ids":[4,2],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00101035921","132243048"],"invoice_ids":["inv_b7ba15e37e306dabc0c1","inv_c175e58e993e172d523f"],"observation_id":"obs_8c4fda72ba96312c6529","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.41,"augmentation_metadata":{"downscale_factor":0.856,"red_scale":1.043,"blue_scale":0.957,"contrast_factor":0.977,"brightness_factor":0.918,"blur_sigma":0.221,"crop_applied":false,"camera_distance_factors":[0.908,0.888],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":69.53,"jpeg_quality":90,"documents":[{"rotation_deg":-0.218,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.33,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17378772160469158531,"difficulty":"medium","split":"train"}
{"image":"images/606_003854.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131725317\",\"ncf\":\"B1519371125\",\"fecha_comprobante\":\"20240312\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":39014.97,\"itbis_facturado\":7022.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"05600797095\",\"ncf\":\"E321287864307\",\"fecha_comprobante\":\"20240924\",\"monto_facturado_servicios\":6695.00,\"monto_facturado_bienes\":9662.00,\"itbis_facturado\":2944.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"40221020759\",\"ncf\":\"E450806396416\",\"fecha_comprobante\":\"20240615\",\"monto_facturado_servicios\":1251.00,\"monto_facturado_bienes\":29588.50,\"itbis_facturado\":5551.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"EQUIPOS AGRICOLAS CRISTINO DIAZ\\nEQUIPOS AGRICOLAS CRISTINO DIAZ EIRL\\nRNC: 131725317\\nCLIENTE: YOSMAIRA ARNATA PEÑA RAMOS\\nRNC CLIENTE: 03103498410\\nFACTURA DE CREDITO FISCAL\\nNCF: B1519371125\\nFACTURA NO.: 0298835\\nAUTORIZACION: 279970802\\nTELEFONO: 809-312-4554\\nFECHA: 12/03/2024  HORA: 17:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,841.50\\n    3  UNIDAD    EQUIPO ELECTRICO            21,986.97\\n    1  UNIDAD    MATERIAL DE OFICINA          1,086.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            954.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        11,146.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       39,014.97\\nITBIS RD$       7,022.69\\nTOTAL RD$          46,037.66\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6529308\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 90371424\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEAC\\nEntregado\\n\\n--- FACTURA ---\\n\\nJUAN CARLOS CABREJA GONZALEZ\\nJUAN CARLOS CABREJA GONZALEZ\\nRNC: 05600797095\\nCLIENTE: SANDY VLADIMIR PARRA COLON\\nRNC CLIENTE: 00112047303\\nFACTURA DE CREDITO FISCAL\\nNCF E321287864307\\nFACTURA NO.: 0637708\\nAUTORIZACION: 553986406\\nTELEFONO: 809-855-4931\\nFECHA: 24/09/2024  HORA: 09:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    BOMBILLO LED 9 W               172.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    5,000.00\\n  130  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    9,490.00\\n    1  DIA       ALQUILER TALADRO PERCUTOR    1,695.00\\n----------------------------------------------\\nSUBTOTAL RD$       16,357.00\\nITBIS RD$       2,944.26\\nTOTAL RD$          19,301.26\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 4406831\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 75959835\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nEntregado\\n\\n--- FACTURA ---\\n\\nEDWIN DAVID PEREZ NOLASCO\\nEDWIN DAVID PEREZ NOLASCO\\nRNC: 40221020759\\nCLIENTE: MANGO SOUR SRL\\nRNC CLIENTE: 133686317\\nFACTURA DE CREDITO FISCAL\\nNCF E450806396416\\nFACTURA NO.: 4691724\\nAUTORIZACION: 903040588\\nTELEFONO: 809-592-6370\\nFECHA: 15/06/2024  HORA: 10:32\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  4,150.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,251.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                    908.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 24,530.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       30,839.50\\nIMPUESTO ITBIS RD$       5,551.11\\nTOTAL RD$          36,390.61\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 9681514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 87203779\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13,4,9],"business_categories":["comercio_general","construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["131725317","05600797095","40221020759"],"invoice_ids":["inv_d572c926a01f1a7b7344","inv_75969a2cbbee3de71bcd","inv_8f0214e23ca180092303"],"observation_id":"obs_88031f48b104fc2127b4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.973,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.97,"brightness_factor":1.004,"blur_sigma":0.187,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.44,"jpeg_quality":90,"documents":[{"rotation_deg":-0.577,"perspective":0.003,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.342,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.249,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EAC"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15611916777416442297,"difficulty":"hard","split":"train"}
{"image":"images/607_003855.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04800639231\",\"ncf\":\"E443742537707\",\"fecha_comprobante\":\"20251025\",\"monto_facturado\":26102.49,\"itbis_facturado\":4698.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":22197.64,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8603.30,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RONY JOSE PEÑA ESPINAL\\nRNC EMISOR: 40224381471\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PABLO ROBERTO SAVIÑON\\nRNC CLIENTE: 04800639231\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443742537707\\nFACTURA NO.: 3520729\\nAUTORIZACION: 719564717\\nTELEFONO: 809-649-9354\\nFECHA: 25/10/2025  HORA: 20:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,287.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,379.99\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,872.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,563.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,102.49\\nITBIS 18% RD$       4,698.45\\nTOTAL RD$          30,800.94\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4956957\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 43550949\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRJP\\nOK\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40224381471"],"invoice_ids":["inv_d91d5c1820c4a1d5a117"],"observation_id":"obs_7e7a9a3d14afe2c62086","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.63,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.944,"brightness_factor":1.011,"blur_sigma":0.768,"crop_applied":false,"camera_distance_factors":[0.9],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.75,"jpeg_quality":91,"documents":[{"rotation_deg":-3.352,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RJP"}]},"num_invoices":1,"seed":9761186941509235837,"difficulty":"medium","split":"train"}
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{"image":"images/607_003857.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132972783\",\"ncf\":\"E451324994590\",\"fecha_comprobante\":\"20251130\",\"monto_facturado\":4935.80,\"itbis_facturado\":888.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":5824.24},{\"rnc\":\"03700060555\",\"ncf\":\"B1486082948\",\"fecha_comprobante\":\"20250323\",\"monto_facturado\":170000.00,\"itbis_facturado\":30600.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":200600.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OLGA MERCEDES GOMEZ MORA\\nRNC EMISOR: 00107811812\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZEYNED POSTRES Y MAS SRL\\nRNC CLIENTE: 132972783\\nFACTURA DE CREDITO FISCAL\\nNCF: E451324994590\\nFACTURA NO.: 3364562\\nAUTORIZACION: 171563385\\nTELEFONO: 809-535-3546\\nFECHA: 30/11/2025  HORA: 15:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PIZZA MEDIANA\\n                                   4,935.80\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,935.80\\nITBIS RD$         888.44\\nTOTAL RD$           5,824.24\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6000850\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 70810765\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOMG\\n\\n--- FACTURA ---\\n\\nD A.BLON DISCOTEC\\nRNC EMISOR: 00201454204\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE SALVADOR HERNANDEZ MACELLE\\nRNC CLIENTE: 03700060555\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1486082948\\nFACTURA NO.: 9426150\\nAUTORIZACION: 962659283\\nTELEFONO: 809-436-3312\\nFECHA: 23/03/2025  HORA: 18:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       30,000.00\\n    1  SERVICIO  ASESORIA TECNICA            28,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    30,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   69,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      170,000.00\\nITBIS 18% RD$      30,600.00\\nTOTAL RD$         200,600.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9045023\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 43504039\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,6],"business_categories":["restaurante","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107811812","00201454204"],"invoice_ids":["inv_48062631d98a1c77c0e0","inv_a8af377284527bdb3034"],"observation_id":"obs_4e3bbbb190c9da3f805d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.52,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.025,"brightness_factor":1.015,"blur_sigma":0.036,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":29.51,"jpeg_quality":90,"documents":[{"rotation_deg":-0.588,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.038,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"OMG"},{"kind":"none","text":""}]},"num_invoices":2,"seed":12687315090102750745,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nBENITO  FERMIN ALCÁNTARA\\nBENITO  FERMIN ALCÁNTARA\\nRNC: 00201144011\\nCLIENTE: YONATTAN RAFAEL ACEVEDO MACEO\\nRNC CLIENTE: 22500224229\\nFACTURA DE CREDITO FISCAL\\nNCF: B0252635491\\nFACTURA NO.: 9155129\\nAUTORIZACION: 361615534\\nTELEFONO: 809-363-7894\\nFECHA: 08/09/2024  HORA: 12:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            10,008.00\\n----------------------------------------------\\nSUBTOTAL RD$       10,008.00\\nITBIS 18% RD$       1,801.44\\nTOTAL RD$          11,809.44\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9727251\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,7,6],"business_categories":["ropa_comercio","publicidad_impresion","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131481078","130464707","00201144011"],"invoice_ids":["inv_eb21e7ea3df57564fce4","inv_9668c2bcea68142ed218","inv_256e8072be76f3d48fbc"],"observation_id":"obs_a7e8382fc2e21b9ff752","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.912,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.755,"brightness_factor":1.06,"blur_sigma":0.346,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.47,"jpeg_quality":80,"documents":[{"rotation_deg":-0.991,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.857,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":-0.74,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"IG"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17585476190534637312,"difficulty":"hard","split":"train"}
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{"image":"images/606_003868.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00107933517\",\"ncf\":\"E310389418937\",\"fecha_comprobante\":\"20240312\",\"monto_facturado_servicios\":205000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133676273\",\"ncf\":\"E313198615989\",\"fecha_comprobante\":\"20240820\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6956.00,\"itbis_facturado\":1252.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132067802\",\"ncf\":\"B0165943495\",\"fecha_comprobante\":\"20241213\",\"monto_facturado_servicios\":234500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":42210.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ANA SUNILDA VERAS HERNANDEZ\\nANA SUNILDA VERAS HERNANDEZ\\nRNC: 00107933517\\nCLIENTE: ESPINAL BREA Y ASOCIADOS C PORA\\nRNC CLIENTE: 101104309\\nFACTURA DE CREDITO FISCAL\\nNCF E310389418937\\nFACTURA NO.: 4083963\\nAUTORIZACION: 464034207\\nTELEFONO: 809-526-3920\\nFECHA: 12/03/2024  HORA: 08:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      21,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   81,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    53,000.00\\n    2  JORNADA   CAPACITACION EMPRESARIAL    50,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      205,000.00\\nIMPUESTO ITBIS RD$      36,900.00\\nTOTAL RD$         241,900.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6662982\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 89882459\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nKINGAPPLE\\nKINGAPPLE SRL\\nRNC EMISOR: 133676273\\nCLIENTE: PEREZ MARTINEZ INVERSIONES SRL\\nRNC CLIENTE: 130859762\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313198615989\\nFACTURA NO.: 5510608\\nAUTORIZACION: 63261681\\nTELEFONO: 809-461-2598\\nFECHA: 20/08/2024  HORA: 20:25\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                                  6,956.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        6,956.00\\nIMPUESTO ITBIS RD$       1,252.08\\nTOTAL RD$           8,208.08\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7015722\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nVABABY MONTAJES Y EVENTOS\\nVABABY MONTAJES Y EVENTOS SRL\\nRNC EMISOR: 132067802\\nCLIENTE: ZULEYCA JOCABEB CASTILLO PEÑA\\nRNC CLIENTE: 04701966170\\nFACTURA DE CREDITO FISCAL\\nNCF: B0165943495\\nFACTURA NO.: 6627071\\nAUTORIZACION: 103861364\\nTELEFONO: 809-605-8179\\nFECHA: 13/12/2024  HORA: 12:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  29,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  11,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  68,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 126,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      234,500.00\\nITBIS RD$      42,210.00\\nTOTAL RD$         276,710.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9799669\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_003876.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132767391\",\"ncf\":\"B1574716321\",\"fecha_comprobante\":\"20251007\",\"monto_facturado_servicios\":1299.00,\"monto_facturado_bienes\":40308.70,\"itbis_facturado\":7489.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INDUSTRIA DE PRODUCCION UNIVERSAL NUEVA GE\\nINDUSTRIA DE PRODUCCION UNIVERSAL NUEVA\\nGENERACI\\nRNC 132767391\\nCLIENTE: R Y M SERVICIOS MULTIPLES S A\\nRNC CLIENTE: 101811218\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1574716321\\nFACTURA NO.: 9627124\\nAUTORIZACION: 86870057\\nTELEFONO: 809-223-6502\\nFECHA: 07/10/2025  HORA: 17:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  31,794.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,299.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,610.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     903.95\\n-------------------------------------------\\nSUB-TOTAL RD$       41,607.70\\nITBIS RD$       7,489.39\\nTOTAL RD$          49,097.09\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 578859\\nGRACIAS POR SU COMPRA\\nIDP\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132767391"],"invoice_ids":["inv_b05b326b5a1dddfb468c"],"observation_id":"obs_a1304a1cbac29b58214d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":9.44,"augmentation_metadata":{"downscale_factor":0.802,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":1.096,"brightness_factor":1.023,"blur_sigma":0.391,"crop_applied":false,"camera_distance_factors":[0.917],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.79,"jpeg_quality":80,"documents":[{"rotation_deg":-1.108,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IDP"}]},"num_invoices":1,"seed":412388135719622555,"difficulty":"medium","split":"train"}
{"image":"images/607_003877.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430003433\",\"ncf\":\"B1507617415\",\"fecha_comprobante\":\"20240418\",\"monto_facturado\":14009.50,\"itbis_facturado\":2521.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5701.20,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10830.01,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSTRUCTORA TG C POR A\\nRNC EMISOR: 101527501\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION POR LA EDUCACION Y\\nRECUPERACI\\nRNC CLIENTE: 430003433\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1507617415\\nFACTURA NO.: 0719259\\nAUTORIZACION: 595814078\\nTELEFONO: 809-381-7584\\nFECHA: 18/04/2024  HORA: 14:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n  120  UNIDAD    BLOCK DE HORMIGON 6\\n                 PULGADAS\\n                                   8,160.00\\n   10  UNIDAD    INTERRUPTOR SENCILLO\\n                                   1,949.50\\n    3  DIA       ALQUILER TALADRO PERCUTOR\\n                                   3,900.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,009.50\\nIMPUESTO ITBIS RD$       2,521.71\\nTOTAL RD$          16,531.21\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5035885\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 73980964\\nArchivado\"}","template_ids":[5],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["101527501"],"invoice_ids":["inv_bf368fa9adb703de5b4c"],"observation_id":"obs_504f7cc7d10e3ee6f53c","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":9.34,"augmentation_metadata":{"downscale_factor":0.792,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.603,"brightness_factor":1.033,"blur_sigma":0.458,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.91,"jpeg_quality":85,"documents":[{"rotation_deg":0.877,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16972010838457304402,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 18225115\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJOYERIA RELOJERIA LOS COMPADRES S A\\nJOYERIA RELOJERIA LOS COMPADRES S A\\nRNC: 101898623\\nCLIENTE: PROMOTORA VALDERRAMA S A\\nRNC CLIENTE: 101825049\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1476461526\\nFACTURA NO.: 7011425\\nAUTORIZACION: 18264543\\nTELEFONO: 809-567-2497\\nFECHA: 19/12/2024  HORA: 14:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            18,460.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            402.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,348.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            845.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       21,055.50\\nITBIS 18% RD$       3,789.99\\nTOTAL RD$          24,845.49\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5198718\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nProcesado\\n\\n--- FACTURA ---\\n\\nSAMANA 37\\nSAMANA 37 SRL\\nRNC 133618372\\nCLIENTE: CM COMPANY 023 SRL\\nRNC CLIENTE: 133569282\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0169576406\\nFACTURA NO.: 0185536\\nAUTORIZACION: 201199344\\nTELEFONO: 809-775-4093\\nFECHA: 15/04/2025  HORA: 14:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   13,593.50\\n    3  SERVICIO  COMISION INMOBILIARIA      581,678.85\\n    1  SERVICIO  TASACION DE PROPIEDAD       39,837.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   11,597.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      646,706.35\\nITBIS 18% RD$           0.00\\nTOTAL RD$         646,706.35\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5282906\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 93469726\\nCANT. UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 91918691\\n\\n--- FACTURA ---\\n\\nD SEGURISERVICE & ALGO MAS\\nRNC EMISOR: 133005212\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YIRANDY MERCEDES AMADOR TERRERO\\nRNC CLIENTE: 01201070537\\nFACTURA DE CREDITO FISCAL\\nNCF E324644370035\\nFACTURA NO.: 4618088\\nAUTORIZACION: 434297255\\nTELEFONO: 809-828-5570\\nFECHA: 05/06/2024  HORA: 11:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            508.95\\n    3  UNIDAD    EQUIPO ELECTRICO             3,511.50\\n    1  UNIDAD    MATERIAL DE OFICINA          1,447.99\\n----------------------------------------------\\nSUB-TOTAL RD$        5,468.44\\nITBIS RD$         984.32\\nTOTAL RD$           6,452.76\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7722120\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 68564272\\nDETALLE DE SERVICIOS\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nCORPAIX  C POR A\\nRNC EMISOR: 101851521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JESUS ALEJANDRO QUEVEDO MATEO\\nRNC CLIENTE: 07400030719\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454690283979\\nFACTURA NO.: 9948707\\nAUTORIZACION: 506450182\\nTELEFONO: 809-912-5796\\nFECHA: 03/05/2025  HORA: 13:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,433.50\\n-------------------------------------------\\nSUBTOTAL RD$        6,433.50\\nIMPUESTO ITBIS RD$       1,158.03\\nTOTAL RD$           7,591.53\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3265597\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. DESCRIPCION IMPORTE\\nREVISADO\\n\\n--- FACTURA ---\\n\\nHEBRATEX\\nRNC EMISOR: 131735177\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE MADRES MUJERES UNIDAS EMPREND\\nRNC CLIENTE: 430165476\\nFACTURA DE CREDITO FISCAL\\nNCF: E445642420822\\nFACTURA NO.: 7287336\\nAUTORIZACION: 35934617\\nTELEFONO: 809-265-2911\\nFECHA: 09/05/2025  HORA: 10:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            40,125.00\\n----------------------------------------------\\nSUBTOTAL RD$       40,125.00\\nIMPUESTO ITBIS RD$       7,222.50\\nTOTAL RD$          47,347.50\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 1589329\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 88378632\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPROCESADO\"}","template_ids":[4,7,10],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03104376573","00115084428","131735177"],"invoice_ids":["inv_060b86563c1530061f8d","inv_836c0aa29ec026642f80","inv_b95a9f77dd1a7a2850f0"],"observation_id":"obs_05e14874939d921d76f8","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.458,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.84,"brightness_factor":0.934,"blur_sigma":0.918,"crop_applied":true,"camera_distance_factors":[0.986,0.975,0.938],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":53.35,"jpeg_quality":65,"documents":[{"rotation_deg":3.451,"perspective":0.045,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-1.642,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":3.004,"perspective":0.045,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2905023216237427678,"difficulty":"very_hard","split":"test"}
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{"image":"images/607_003901.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131845878\",\"ncf\":\"E325062803269\",\"fecha_comprobante\":\"20241226\",\"monto_facturado\":27709.00,\"itbis_facturado\":4987.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":32696.62}],\"ocr\":\"CREACIONES PLANETARIA\\nRNC EMISOR: 130444791\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GLOBAL MUEBLES Y DECORACIONES GMD\\nSRL\\nRNC CLIENTE: 131845878\\nFACTURA DE CREDITO FISCAL\\nNCF: E325062803269\\nFACTURA NO.: 7552715\\nAUTORIZACION: 190889875\\nTELEFONO: 809-713-2395\\nFECHA: 26/12/2024  HORA: 13:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     925.00\\n    4  UNIDAD    CALZADO CASUAL\\n                                  16,060.00\\n    1  UNIDAD    CAMISA DE VESTIR\\n                                   3,071.00\\n    4  UNIDAD    PANTALON CASUAL\\n                                   4,868.00\\n    1  UNIDAD    UNIFORME EMPRESARIAL\\n                                   2,785.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       27,709.00\\nITBIS 18% RD$       4,987.62\\nTOTAL RD$          32,696.62\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 9449967\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 12181185\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo a oficina\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["130444791"],"invoice_ids":["inv_7a9f7b2d0226e2117d92"],"observation_id":"obs_f72d716aa26a6fa419ba","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.411,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.962,"brightness_factor":1.061,"blur_sigma":0.847,"crop_applied":false,"camera_distance_factors":[0.959],"legibility_scale_corrections":[0.0],"final_contrast_stddev":80.23,"jpeg_quality":78,"documents":[{"rotation_deg":-4.86,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5525495898746726651,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_003902.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130849994\",\"ncf\":\"E455876675327\",\"fecha_comprobante\":\"20241111\",\"monto_facturado_servicios\":5500.00,\"monto_facturado_bienes\":252.00,\"itbis_facturado\":1035.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CONSORCIO DOVICON EPC\\nCONSORCIO DOVICON EPC\\nRNC EMISOR: 130849994\\nCLIENTE: MIGUEL ANTONIO HURTADO TINEO\\nRNC CLIENTE: 08600006558\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E455876675327\\nFACTURA NO.: 2197163\\nAUTORIZACION: 299595712\\nTELEFONO: 809-263-5711\\nFECHA: 11/11/2024  HORA: 12:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    5,500.00\\n    4  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      252.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,752.00\\nITBIS RD$       1,035.36\\nTOTAL RD$           6,787.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2055403\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 21291009\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo a oficina\"}","template_ids":[2],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130849994"],"invoice_ids":["inv_862dbbc4b847144e9bbb"],"observation_id":"obs_904e1e27e24b596c263b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.903,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.692,"brightness_factor":1.006,"blur_sigma":0.403,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.51,"jpeg_quality":87,"documents":[{"rotation_deg":-0.015,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11132074148042897639,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 61987245\\nUVA\\n\\n--- FACTURA ---\\n\\nANYELINA SOSA CRUZ\\nANYELINA SOSA CRUZ\\nRNC 11800154962\\nCLIENTE: CORPORACION ULTRA SRL\\nRNC CLIENTE: 130534578\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326937070382\\nFACTURA NO.: 5007802\\nAUTORIZACION: 428727974\\nTELEFONO: 809-936-1550\\nFECHA: 20/05/2024  HORA: 19:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       56,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       73,500.00\\nITBIS 18% RD$      13,230.00\\nTOTAL RD$          86,730.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8595489\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nOFF RIDERS GP\\nOFF RIDERS GP SRL\\nRNC EMISOR: 131743307\\nCLIENTE: TAINO TOURS SRL\\nRNC CLIENTE: 101787511\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443616382998\\nFACTURA NO.: 5824616\\nAUTORIZACION: 84237654\\nTELEFONO: 809-331-7981\\nFECHA: 25/01/2024  HORA: 09:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     4,300.00\\n    5  UNIDAD    BATERIA AUTOMOTRIZ          48,339.95\\n    1  SERVICIO  REPARACION MECANICA         24,439.99\\n    1  SERVICIO  ALINEACION Y BALANCEO        3,740.00\\n    1  UNIDAD    FILTRO DE ACEITE               811.00\\n----------------------------------------------\\nSUB-TOTAL RD$       81,630.94\\nIMPUESTO ITBIS RD$      14,693.57\\nTOTAL RD$          96,324.51\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8890547\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[13,4,12],"business_categories":["inmobiliario","profesional","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00115877920","11800154962","131743307"],"invoice_ids":["inv_6163e0d5a65170c89f50","inv_b15dea5cde68a361f4f4","inv_ac6a462becac3034d639"],"observation_id":"obs_e7c7c76cb1f33fe78fe6","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.411,"red_scale":0.957,"blue_scale":1.043,"contrast_factor":0.899,"brightness_factor":1.024,"blur_sigma":1.082,"crop_applied":false,"camera_distance_factors":[0.915,0.933,0.954],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":74.08,"jpeg_quality":82,"documents":[{"rotation_deg":1.272,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.22,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":5.121,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"UVA"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":5482861046834108182,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_003912.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132559347\",\"ncf\":\"E310537652615\",\"fecha_comprobante\":\"20250201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12320.97,\"itbis_facturado\":2217.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CARNOAN\\nCARNOAN SRL\\nRNC: 132559347\\nCLIENTE: GREGORY JAVIER VERAS\\nRNC CLIENTE: 40229242009\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310537652615\\nFACTURA NO.: 9378744\\nAUTORIZACION: 173084355\\nTELEFONO: 809-594-9701\\nFECHA: 01/02/2025  HORA: 12:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        12,320.97\\n----------------------------------------------\\nSUB-TOTAL RD$       12,320.97\\nITBIS 18% RD$       2,217.77\\nTOTAL RD$          14,538.74\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1575036\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 61642354\\nPendiente\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132559347"],"invoice_ids":["inv_6a12ad4aa69c0fb61c7b"],"observation_id":"obs_a5d03ceb4efdd3cde49e","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.59,"augmentation_metadata":{"downscale_factor":0.803,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.978,"brightness_factor":0.902,"blur_sigma":0.115,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":35.36,"jpeg_quality":83,"documents":[{"rotation_deg":-1.546,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5058071767558978633,"difficulty":"hard","split":"train"}
{"image":"images/607_003913.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"105083582\",\"ncf\":\"E319117519043\",\"fecha_comprobante\":\"20250507\",\"monto_facturado\":43046.66,\"itbis_facturado\":7748.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":23886.18,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26908.88,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TENRETIM S A\\nRNC EMISOR: 130004791\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RUSSTANGROUP S A\\nRNC CLIENTE: 105083582\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319117519043\\nFACTURA NO.: 4137016\\nAUTORIZACION: 329697250\\nTELEFONO: 809-222-4435\\nFECHA: 07/05/2025  HORA: 11:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,983.96\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     932.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,444.75\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  18,810.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     875.95\\n-------------------------------------------\\nSUB-TOTAL RD$       43,046.66\\nIMPUESTO ITBIS RD$       7,748.40\\nTOTAL RD$          50,795.06\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3191138\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 38339164\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130004791"],"invoice_ids":["inv_3ae2e3bb804ba42df313"],"observation_id":"obs_58c9a5b54df7b71642c3","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.2,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":1.022,"brightness_factor":1.026,"blur_sigma":0.496,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":94.76,"jpeg_quality":86,"documents":[{"rotation_deg":-2.203,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11757196508637627044,"difficulty":"hard","split":"train"}
{"image":"images/606_003914.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101495596\",\"ncf\":\"B0299636299\",\"fecha_comprobante\":\"20241209\",\"monto_facturado_servicios\":12000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ROSA MARGARITA VICTORIO DE JESUS\\nROSA MARGARITA VICTORIO DE JESUS\\nRNC EMISOR: 00101495596\\nCLIENTE: TERLINI DOMINICANA SRL\\nRNC CLIENTE: 131888216\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0299636299\\nFACTURA NO.: 9975986\\nAUTORIZACION: 840549754\\nTELEFONO: 809-900-8905\\nFECHA: 09/12/2024  HORA: 15:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       12,000.00\\nITBIS 18% RD$       2,160.00\\nTOTAL RD$          14,160.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8412995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 81272341\\nDETALLE DE SERVICIOS\\nEntregado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101495596"],"invoice_ids":["inv_20ea0bdc92b81429d669"],"observation_id":"obs_02ecf4b9cb202c75a9d6","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.816,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.842,"brightness_factor":1.057,"blur_sigma":0.332,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.91,"jpeg_quality":84,"documents":[{"rotation_deg":0.382,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3944415350556763906,"difficulty":"hard","split":"train"}
{"image":"images/607_003915.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101766794\",\"ncf\":\"E455430291109\",\"fecha_comprobante\":\"20240705\",\"monto_facturado\":19231.00,\"itbis_facturado\":3461.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":22692.58,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELVIS EXPEDITO ROSARIO\\nRNC EMISOR: 03500124635\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MOTOROLA DE LA REPUBLICA\\nDOMINICANA S A\\nRNC CLIENTE: 101766794\\nFACTURA DE CREDITO FISCAL\\nNCF: E455430291109\\nFACTURA NO.: 7500031\\nAUTORIZACION: 707878515\\nTELEFONO: 809-479-7451\\nFECHA: 05/07/2024  HORA: 20:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,069.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     963.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,716.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,483.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,231.00\\nITBIS 18% RD$       3,461.58\\nTOTAL RD$          22,692.58\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8090222\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 81105623\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03500124635"],"invoice_ids":["inv_a4d32f0a2f4e22f5b5f1"],"observation_id":"obs_20b06ae742f2e61082a8","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.35,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.7,"brightness_factor":1.085,"blur_sigma":0.291,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.11,"jpeg_quality":85,"documents":[{"rotation_deg":0.432,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15277165786691353692,"difficulty":"hard","split":"validation"}
{"image":"images/606_003916.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00114868250\",\"ncf\":\"E318502304868\",\"fecha_comprobante\":\"20250306\",\"monto_facturado_servicios\":147000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"OSVALDO ANIBAL  OLLER BOLANOS\\nOSVALDO ANIBAL  OLLER BOLANOS\\nRNC: 00114868250\\nCLIENTE: UBL UN BAR LOCAL GROUP SRL\\nRNC CLIENTE: 131502385\\nFACTURA DE CREDITO FISCAL\\nNCF: E318502304868\\nFACTURA NO.: 6176025\\nAUTORIZACION: 979197711\\nTELEFONO: 809-648-3607\\nFECHA: 06/03/2025  HORA: 16:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       30,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    1  MES       SUPERVISION DE OBRA         18,000.00\\n    1  SERVICIO  ASESORIA TECNICA            39,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    45,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      147,000.00\\nITBIS RD$      26,460.00\\nTOTAL RD$         173,460.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2375597\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 42539539\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00114868250"],"invoice_ids":["inv_7a9ddcbdcdc3b8a385c1"],"observation_id":"obs_68c5ff32158120baf857","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.41,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.01,"brightness_factor":1.018,"blur_sigma":0.097,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.86,"jpeg_quality":90,"documents":[{"rotation_deg":-0.521,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2594328077428530740,"difficulty":"light","split":"test"}
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UND. DESCRIPCION IMPORTE\\nCOPIA\\n\\n--- FACTURA ---\\n\\nGET WET THE ADVENTURE COMPANY S A\\nRNC EMISOR: 105040141\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KEITWO IMPORT AND EXPORT S A\\nRNC CLIENTE: 130033082\\nFACTURA DE CREDITO FISCAL\\nNCF E319692688682\\nFACTURA NO.: 2690886\\nAUTORIZACION: 756608420\\nTELEFONO: 809-735-1687\\nFECHA: 05/12/2024  HORA: 09:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       16,852.99\\n----------------------------------------------\\nSUBTOTAL RD$       16,852.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          16,852.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4153550\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 66761284\\nDETALLE DE SERVICIOS\"}","template_ids":[11,7,4],"business_categories":["salud","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04701664957","133639408","105040141"],"invoice_ids":["inv_f3a76c5e51d23a48a1e8","inv_db86ce15f8309a9c9961","inv_8bf37b2289406060c063"],"observation_id":"obs_dd410a1c758f65829ac9","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.787,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.627,"brightness_factor":1.093,"blur_sigma":0.271,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.1,"jpeg_quality":87,"documents":[{"rotation_deg":0.68,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.528,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.096,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":8587454197267030234,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\nPendiente\\n\\n--- FACTURA ---\\n\\nCENTRO PARA EL DESARROLLO INTEGRAL DE LA N\\nCENTRO PARA EL DESARROLLO INTEGRAL DE LA\\nNIÑEZ D\\nRNC: 430289981\\nCLIENTE: GUATA VICTORIA S A\\nRNC CLIENTE: 101065141\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444555030576\\nFACTURA NO.: 5020737\\nAUTORIZACION: 279635569\\nTELEFONO: 809-787-6259\\nFECHA: 27/02/2024  HORA: 08:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  15,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 115,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                   5,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  17,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                   8,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      162,000.00\\nITBIS 18% RD$      29,160.00\\nTOTAL RD$         191,160.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 889234\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_003931.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"07100044200\",\"ncf\":\"B1433095237\",\"fecha_comprobante\":\"20240329\",\"monto_facturado\":95000.00,\"itbis_facturado\":17100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":112100.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RED DE UNIDAD ONCOLOGICA RUO\\nRNC EMISOR: 133582767\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIGUEL ANGEL GUZMAN\\nRNC CLIENTE: 07100044200\\nFACTURA DE CREDITO FISCAL\\nNCF B1433095237\\nFACTURA NO.: 3614795\\nAUTORIZACION: 390200758\\nTELEFONO: 809-651-4436\\nFECHA: 29/03/2024  HORA: 20:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA           8,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       65,000.00\\n    1  SERVICIO  ASESORIA TECNICA            10,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      11,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       95,000.00\\nIMPUESTO ITBIS RD$      17,100.00\\nTOTAL RD$         112,100.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1747116\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 95269917\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133582767"],"invoice_ids":["inv_4f731b9daff0ab9ba274"],"observation_id":"obs_50db9e37911fec5fac0d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.948,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.992,"brightness_factor":1.02,"blur_sigma":0.217,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.49,"jpeg_quality":95,"documents":[{"rotation_deg":0.1,"perspective":0.003,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17875503261580004292,"difficulty":"light","split":"train"}
{"image":"images/606_003932.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06400221211\",\"ncf\":\"B1430409314\",\"fecha_comprobante\":\"20240211\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1842.00,\"itbis_facturado\":122.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"00109949966\",\"ncf\":\"B1519220138\",\"fecha_comprobante\":\"20251017\",\"monto_facturado_servicios\":22714.50,\"monto_facturado_bienes\":4181.00,\"itbis_facturado\":4841.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SUPERMERCADO PAULINO\\nLUIS RAMON PAULINO TEJADA\\nRNC 06400221211\\nCLIENTE: STEPHANIE GUZMAN & CO SRL\\nRNC CLIENTE: 131653065\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1430409314\\nFACTURA NO.: 3791695\\nAUTORIZACION: 985198581\\nTELEFONO: 809-823-8019\\nFECHA: 11/02/2024  HORA: 15:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  GALON     CLORO LIQUIDO 1 GALON          682.00\\n    2  CARTON    HUEVOS CARTON 30 UNIDADES      584.00\\n    3  LIBRA     QUESO BLANCO DE FREIR LIBRA      576.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,842.00\\nITBIS 18% RD$         122.76\\nTOTAL RD$           1,964.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4083207\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 95558506\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nYSABEL RODRIGUEZ ABREU\\nYSABEL RODRIGUEZ ABREU\\nRNC EMISOR: 00109949966\\nCLIENTE: WORLD PLASTIC HAMLET GARCIA SRL\\nRNC CLIENTE: 131776434\\nFACTURA DE CREDITO FISCAL\\nNCF: B1519220138\\nFACTURA NO.: 9370247\\nAUTORIZACION: 554013780\\nTELEFONO: 809-659-4663\\nFECHA: 17/10/2025  HORA: 13:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   2,045.00\\n    3  UNIDAD    FILTRO DE ACEITE\\n                                   2,136.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                  19,972.50\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   2,742.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,895.50\\nIMPUESTO ITBIS RD$       4,841.19\\nTOTAL RD$          31,736.69\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2547791\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 65351161\\nYRA\"}","template_ids":[10,5],"business_categories":["colmado_alimentos","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["06400221211","00109949966"],"invoice_ids":["inv_1f0e048d005300a8e8b8","inv_c2d6a0011f793ce999c2"],"observation_id":"obs_57c8b55dc693840aa0ce","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.59,"augmentation_metadata":{"downscale_factor":0.423,"red_scale":1.07,"blue_scale":0.93,"contrast_factor":0.913,"brightness_factor":1.014,"blur_sigma":0.626,"crop_applied":false,"camera_distance_factors":[0.966,0.962],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":52.62,"jpeg_quality":65,"documents":[{"rotation_deg":-3.574,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.789,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"YRA"}]},"num_invoices":2,"seed":15799050203457338799,"difficulty":"very_hard","split":"validation"}
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{"image":"images/606_003936.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"502613146\",\"ncf\":\"E458102640164\",\"fecha_comprobante\":\"20250617\",\"monto_facturado_servicios\":711.99,\"monto_facturado_bienes\":3724.00,\"itbis_facturado\":798.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"05800203449\",\"ncf\":\"E442750341706\",\"fecha_comprobante\":\"20241115\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1790.00,\"itbis_facturado\":322.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JOSE L BELTRAN POLANCO\\nJOSE L BELTRAN POLANCO\\nRNC: 502613146\\nCLIENTE: MC COLORSHOP SRL\\nRNC CLIENTE: 132541839\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458102640164\\nFACTURA NO.: 2614098\\nAUTORIZACION: 230315406\\nTELEFONO: 809-221-5357\\nFECHA: 17/06/2025  HORA: 15:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     224.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     711.99\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   3,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,435.99\\nIMPUESTO ITBIS RD$         798.48\\nTOTAL RD$           5,234.47\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8548025\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nRAFAEL ANTONIO ESTEVEZ\\nRAFAEL ANTONIO ESTEVEZ\\nRNC EMISOR: 05800203449\\nCLIENTE: SANTIAGO IMPORT & EXPORT S A\\nRNC CLIENTE: 102338507\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442750341706\\nFACTURA NO.: 1688231\\nAUTORIZACION: 523812405\\nTELEFONO: 809-618-3023\\nFECHA: 15/11/2024  HORA: 19:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,790.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,790.00\\nIMPUESTO ITBIS RD$         322.20\\nTOTAL RD$           2,112.20\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3120414\\nGRACIAS POR SU COMPRA\\nEntregado\"}","template_ids":[1,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["502613146","05800203449"],"invoice_ids":["inv_ff59114c77ab1b780d52","inv_b6820b051e1f7ed96f25"],"observation_id":"obs_8d6880e3572afbdb675f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.35,"augmentation_metadata":{"downscale_factor":0.669,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.906,"brightness_factor":1.021,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[0.916,0.951],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":50.31,"jpeg_quality":90,"documents":[{"rotation_deg":4.074,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.179,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6258343311170197447,"difficulty":"medium","split":"train"}
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{"image":"images/606_003940.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07300184350\",\"ncf\":\"E319476743291\",\"fecha_comprobante\":\"20240111\",\"monto_facturado_servicios\":460.00,\"monto_facturado_bienes\":14354.97,\"itbis_facturado\":2666.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00107225476\",\"ncf\":\"B1451153628\",\"fecha_comprobante\":\"20240624\",\"monto_facturado_servicios\":29186.00,\"monto_facturado_bienes\":8356.00,\"itbis_facturado\":6757.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":2918.60,\"forma_pago\":7}],\"ocr\":\"JOAN MANUEL  BERMUNDEZ ESPINAL\\nJOAN MANUEL  BERMUNDEZ ESPINAL\\nRNC 07300184350\\nCLIENTE: GEGABI TRANSPORTOURS DEL ESTE SRL\\nRNC CLIENTE: 131794203\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319476743291\\nFACTURA NO.: 6553613\\nAUTORIZACION: 554683627\\nTELEFONO: 809-859-3694\\nFECHA: 11/01/2024  HORA: 15:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,204.97\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,825.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     460.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,325.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,814.97\\nITBIS RD$       2,666.69\\nTOTAL RD$          17,481.66\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5411923\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 27994594\\n\\n--- FACTURA ---\\n\\nEMPAREDADOS\\nJORGE MIGUEL HEYAIME PRESINAL\\nRNC EMISOR: 00107225476\\nCLIENTE: IDEASPPK EIRL\\nRNC CLIENTE: 132305515\\nFACTURA DE CREDITO FISCAL\\nNCF: B1451153628\\nFACTURA NO.: 7792803\\nAUTORIZACION: 792029585\\nTELEFONO: 809-733-7615\\nFECHA: 24/06/2024  HORA: 15:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    POSTRE DE LA CASA\\n                                     308.00\\n    4  UNIDAD    PLATO DEL DIA\\n                                   1,372.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  29,186.00\\n    4  UNIDAD    PIZZA MEDIANA\\n                                   4,360.00\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                   2,316.00\\n-------------------------------------------\\nSUB-TOTAL RD$       37,542.00\\nITBIS RD$       6,757.56\\nPROPINA LEGAL RD$     2,918.60\\nTOTAL RD$          47,218.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7880079\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 66991683\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,1],"business_categories":["comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07300184350","00107225476"],"invoice_ids":["inv_64fd3dd4046ff8cef975","inv_bcde420d0c928ad96c10"],"observation_id":"obs_4e2a7644c6156222fece","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":5.69,"augmentation_metadata":{"downscale_factor":0.881,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.031,"brightness_factor":0.862,"blur_sigma":0.583,"crop_applied":false,"camera_distance_factors":[0.933,0.926],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":80.93,"jpeg_quality":72,"documents":[{"rotation_deg":-3.048,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.24,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":596755072281212151,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 10821700\\n\\n--- FACTURA ---\\n\\nGRUPO SHADDAYME\\nGRUPO SHADDAYME SRL\\nRNC EMISOR: 131039596\\nCLIENTE: TANSY ENTERPRISES MANAGEMENT LTD\\nRNC CLIENTE: 130463808\\nFACTURA DE CREDITO FISCAL\\nNCF: E442106498989\\nFACTURA NO.: 3834889\\nAUTORIZACION: 789160156\\nTELEFONO: 809-810-6863\\nFECHA: 18/03/2025  HORA: 14:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,204.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,928.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,018.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,935.99\\n-------------------------------------------\\nSUBTOTAL RD$       12,086.98\\nITBIS RD$       2,175.66\\nTOTAL RD$          14,262.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5397821\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 29034487\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGS\"}","template_ids":[4,1,5],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132024036","03701090858","131039596"],"invoice_ids":["inv_27e18957f47c7a2d46ea","inv_f7024ca6c6f851c33eb0","inv_75b1e674df6be5902f32"],"observation_id":"obs_5b69277add22d8174f9f","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.969,"brightness_factor":0.98,"blur_sigma":0.083,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.07,"jpeg_quality":95,"documents":[{"rotation_deg":-0.245,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.241,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.385,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"GS"}]},"num_invoices":3,"seed":13860543165606748455,"difficulty":"hard","split":"train"}
{"image":"images/607_003949.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130309272\",\"ncf\":\"B0234178985\",\"fecha_comprobante\":\"20240413\",\"monto_facturado\":12958.99,\"itbis_facturado\":2332.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6773.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8517.99,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101563168\",\"ncf\":\"B1593352779\",\"fecha_comprobante\":\"20241111\",\"monto_facturado\":6947.49,\"itbis_facturado\":1250.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8198.04,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133304181\",\"ncf\":\"B1588801030\",\"fecha_comprobante\":\"20241219\",\"monto_facturado\":188500.00,\"itbis_facturado\":33930.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":222430.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COMERCIO DE PESCA &C.G. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 77870802\\n\\n--- FACTURA ---\\n\\nCOMPAÑIA JUNO GLOBAL TRADE\\nCOMPAÑIA JUNO GLOBAL TRADE SRL\\nRNC: 131761992\\nCLIENTE: RIJO SQUARE SRL\\nRNC CLIENTE: 132033371\\nFACTURA DE CREDITO FISCAL\\nNCF: B0187494724\\nFACTURA NO.: 2848712\\nAUTORIZACION: 345234691\\nTELEFONO: 809-769-7217\\nFECHA: 29/11/2024  HORA: 12:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  30,707.50\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,589.75\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,123.80\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     685.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       36,106.05\\nITBIS 18% RD$       6,499.09\\nTOTAL RD$          42,605.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3195205\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSANTA MARIA RESIDENCIAS\\nSANTA MARIA RESIDENCIAS SRL\\nRNC EMISOR: 130720827\\nCLIENTE: INVERFEXSA SRL\\nRNC CLIENTE: 123016166\\nFACTURA DE CREDITO FISCAL\\nNCF E453192288648\\nFACTURA NO.: 8053864\\nAUTORIZACION: 111677928\\nTELEFONO: 809-375-4123\\nFECHA: 14/05/2024  HORA: 10:36\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN\\n                                                 22,817.95\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                148,366.95\\n    5  SERVICIO  TASACION DE PROPIEDAD\\n                                                203,745.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                                 12,327.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      387,256.90\\nITBIS RD$      69,706.24\\nTOTAL RD$         456,963.14\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1436863\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 44604513\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,5,9],"business_categories":["restaurante","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00110888609","131761992","130720827"],"invoice_ids":["inv_b54d6ea8d288380727c5","inv_d99119dc4c377e40dd8c","inv_ca4d58e40299a84dc725"],"observation_id":"obs_e5bf247228a12c7d048a","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.46,"augmentation_metadata":{"downscale_factor":0.713,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.63,"brightness_factor":1.066,"blur_sigma":0.462,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.35,"jpeg_quality":88,"documents":[{"rotation_deg":-1.474,"perspective":0.008,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.079,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.031,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10833012421642265777,"difficulty":"hard","split":"train"}
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{"image":"images/607_003957.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132483342\",\"ncf\":\"B1435567874\",\"fecha_comprobante\":\"20250419\",\"monto_facturado\":6094.00,\"itbis_facturado\":1096.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7190.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00102376050\",\"ncf\":\"E322668143413\",\"fecha_comprobante\":\"20241004\",\"monto_facturado\":38500.00,\"itbis_facturado\":6930.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19744.22,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":25685.78,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEGOCIOS Y SERVICIOS JYS\\nRNC EMISOR: 40220473520\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LIC RAMON H GOMEZ ALMONTE &\\nASOCIADOS S\\nRNC CLIENTE: 132483342\\nFACTURA DE CREDITO FISCAL\\nNCF: B1435567874\\nFACTURA NO.: 9235223\\nAUTORIZACION: 828932735\\nTELEFONO: 809-737-6330\\nFECHA: 19/04/2025  HORA: 08:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     701.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,306.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,087.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,094.00\\nITBIS RD$       1,096.92\\nTOTAL RD$           7,190.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5225732\\nGRACIAS POR SU COMPRA\\nNYS\\n\\n--- FACTURA ---\\n\\nJODAMA MUSIC\\nRNC EMISOR: 131617166\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRIMITIVO ROJAS DE LOS SANTOS\\nRNC CLIENTE: 00102376050\\nFACTURA DE CREDITO FISCAL\\nNCF E322668143413\\nFACTURA NO.: 3165307\\nAUTORIZACION: 752314720\\nTELEFONO: 809-513-5549\\nFECHA: 04/10/2024  HORA: 19:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   21,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       38,500.00\\nITBIS RD$       6,930.00\\nTOTAL RD$          45,430.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9414221\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 95496828\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40220473520","131617166"],"invoice_ids":["inv_7ed8b04acd84f3f47d3e","inv_ddc4b388c73ebc769a34"],"observation_id":"obs_917113d49d211a63f914","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.49,"augmentation_metadata":{"downscale_factor":0.975,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":1.118,"brightness_factor":1.068,"blur_sigma":0.295,"crop_applied":false,"camera_distance_factors":[0.889,0.892],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":50.93,"jpeg_quality":92,"documents":[{"rotation_deg":1.154,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.745,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"NYS"},{"kind":"none","text":""}]},"num_invoices":2,"seed":11189127288803999626,"difficulty":"medium","split":"train"}
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{"image":"images/606_003964.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132814657\",\"ncf\":\"E450905700718\",\"fecha_comprobante\":\"20240916\",\"monto_facturado_servicios\":192000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":34560.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130622248\",\"ncf\":\"E320916029599\",\"fecha_comprobante\":\"20251007\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6360.95,\"itbis_facturado\":1144.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101834781\",\"ncf\":\"E458871679316\",\"fecha_comprobante\":\"20250921\",\"monto_facturado_servicios\":2787.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":501.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ANGEL COMPANIONS PUNTA CANA\\nANGEL COMPANIONS PUNTA CANA SRL\\nRNC: 132814657\\nCLIENTE: ARACELIS BERGER MERCADO\\nRNC CLIENTE: 09700024921\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450905700718\\nFACTURA NO.: 7727783\\nAUTORIZACION: 808211202\\nTELEFONO: 809-827-3283\\nFECHA: 16/09/2024  HORA: 09:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   55,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      130,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       7,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      192,000.00\\nITBIS 18% RD$      34,560.00\\nTOTAL RD$         226,560.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6743751\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nB RRAKOS\\nDESIRE PENA\\nRNC 130622248\\nCLIENTE: GRUPO DE COMUNICACIONES GARCIA\\nFERNANDE\\nRNC CLIENTE: 131835082\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320916029599\\nFACTURA NO.: 7971249\\nAUTORIZACION: 957319087\\nTELEFONO: 809-400-2879\\nFECHA: 07/10/2025  HORA: 11:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    CALZADO CASUAL\\n                                   2,416.00\\n    5  UNIDAD    CAMISA DE VESTIR\\n                                   3,944.95\\n-------------------------------------------\\nSUBTOTAL RD$        6,360.95\\nIMPUESTO ITBIS RD$       1,144.97\\nTOTAL RD$           7,505.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1508107\\nGRACIAS POR SU COMPRA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nBIARTI AUTO SRL\\nBIARTI AUTO SRL\\nRNC 101834781\\nCLIENTE: MADERA MORETA BROADCAST SUPPORT\\nSRL\\nRNC CLIENTE: 131985475\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458871679316\\nFACTURA NO.: 9296592\\nAUTORIZACION: 68955503\\nTELEFONO: 809-412-2689\\nFECHA: 21/09/2025  HORA: 19:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   2,787.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,787.00\\nITBIS RD$         501.66\\nTOTAL RD$           3,288.66\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4317416\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 82529004\"}","template_ids":[4,5,1],"business_categories":["profesional","ropa_comercio","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132814657","130622248","101834781"],"invoice_ids":["inv_6b7e0b5e67cc31895c92","inv_0a9df8de841eee78780e","inv_3ae95715f0445f3b040c"],"observation_id":"obs_b10c7e9548a23387e1fc","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.639,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.903,"brightness_factor":1.099,"blur_sigma":0.604,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.88,"jpeg_quality":88,"documents":[{"rotation_deg":-0.548,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.898,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.348,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6040635569546646130,"difficulty":"hard","split":"validation"}
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{"image":"images/606_003966.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133080389\",\"ncf\":\"B1436544262\",\"fecha_comprobante\":\"20250503\",\"monto_facturado_servicios\":185500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33390.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"130888469\",\"ncf\":\"E457424333854\",\"fecha_comprobante\":\"20241210\",\"monto_facturado_servicios\":1326.00,\"monto_facturado_bienes\":35845.95,\"itbis_facturado\":6690.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"430198552\",\"ncf\":\"B1597941725\",\"fecha_comprobante\":\"20250820\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9294.00,\"itbis_facturado\":1672.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INVERSIONES ROSA FVM\\nINVERSIONES ROSA FVM SRL\\nRNC: 133080389\\nCLIENTE: CENTRO DE CAPACITACION PARA CIEGOS\\nRNC CLIENTE: 430081167\\nFACTURA DE CREDITO FISCAL\\nNCF: B1436544262\\nFACTURA NO.: 8624320\\nAUTORIZACION: 159608906\\nTELEFONO: 809-280-5999\\nFECHA: 03/05/2025  HORA: 16:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  27,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  64,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  30,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  42,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  21,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      185,500.00\\nIMPUESTO ITBIS RD$      33,390.00\\nTOTAL RD$         218,890.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2723010\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 18797448\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJOL AUDIO\\nJOL AUDIO SRL\\nRNC EMISOR: 130888469\\nCLIENTE: ETHNIK GROUP HOLDING LIMITED\\nRNC CLIENTE: 130363005\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457424333854\\nFACTURA NO.: 2295594\\nAUTORIZACION: 569967796\\nTELEFONO: 809-411-1889\\nFECHA: 10/12/2024  HORA: 19:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,326.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,145.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  15,489.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,572.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,639.95\\n-------------------------------------------\\nSUBTOTAL RD$       37,171.95\\nITBIS 18% RD$       6,690.95\\nTOTAL RD$          43,862.90\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 4170921\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 57293854\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO ENRIQUILLO\\nJUNTA DE CENTRO EDUCATIVO ENRIQUILLO\\nRNC EMISOR: 430198552\\nCLIENTE: VICTOR JOSE VENTURA PEREZ\\nRNC CLIENTE: 00101761260\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1597941725\\nFACTURA NO.: 2836305\\nAUTORIZACION: 361290699\\nTELEFONO: 809-439-6930\\nFECHA: 20/08/2025  HORA: 18:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   8,160.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,134.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,294.00\\nITBIS RD$       1,672.92\\nTOTAL RD$          10,966.92\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8783706\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[5,1,0],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133080389","130888469","430198552"],"invoice_ids":["inv_7516e2fd091107fb5f12","inv_920b59d4ccc28f76a412","inv_1352ffa9bdb0051eb3d8"],"observation_id":"obs_d0f956524126850a45b3","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":3.87,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.661,"brightness_factor":1.117,"blur_sigma":0.351,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.68,"jpeg_quality":77,"documents":[{"rotation_deg":-1.073,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-1.025,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.62,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":2377345901239529357,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 30802238\\nMRA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nBRAYAN  PAULINO CASTILLO\\nRNC EMISOR: 40248499812\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUANA EMILIA BRETON HERNANDEZ\\nRNC CLIENTE: 05401186944\\nFACTURA DE CREDITO FISCAL\\nNCF: B0106489041\\nFACTURA NO.: 6099690\\nAUTORIZACION: 749570275\\nTELEFONO: 809-782-9928\\nFECHA: 08/10/2025  HORA: 18:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   25,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   21,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      10,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       56,000.00\\nITBIS RD$      10,080.00\\nTOTAL RD$          66,080.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4591905\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 20237914\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOMERCIAL MELISSA EXPRESS S A\\nRNC EMISOR: 130187789\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BRILLIANT CARS SHOP & SALE SRL\\nRNC CLIENTE: 130904197\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1416085759\\nFACTURA NO.: 1028222\\nAUTORIZACION: 112024713\\nTELEFONO: 809-765-3471\\nFECHA: 30/04/2024  HORA: 12:18\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                                  3,466.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        3,466.00\\nIMPUESTO ITBIS RD$         623.88\\nTOTAL RD$           4,089.88\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 9791538\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,4,9],"business_categories":["educacion","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131616038","40248499812","130187789"],"invoice_ids":["inv_e267ef0747c910308ec4","inv_7351b382b8c1f26348de","inv_c633d1a161fd2916f954"],"observation_id":"obs_c68e7c6387c0d0d66c56","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":1.03,"brightness_factor":1.005,"blur_sigma":0.056,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.29,"jpeg_quality":95,"documents":[{"rotation_deg":0.255,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.35,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.257,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MRA"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1427304703875281464,"difficulty":"hard","split":"train"}
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{"image":"images/606_003978.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131118518\",\"ncf\":\"E453755338320\",\"fecha_comprobante\":\"20250414\",\"monto_facturado_servicios\":109500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"40225322938\",\"ncf\":\"E457922392207\",\"fecha_comprobante\":\"20240321\",\"monto_facturado_servicios\":24774.00,\"monto_facturado_bienes\":2413.00,\"itbis_facturado\":4893.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":2477.40,\"forma_pago\":2},{\"rnc\":\"130489629\",\"ncf\":\"E315322931458\",\"fecha_comprobante\":\"20241115\",\"monto_facturado_servicios\":26000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4680.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"AM SYSTEM CARIBE\\nAM SYSTEM CARIBE SRL\\nRNC: 131118518\\nCLIENTE: JUAN MANUEL AQUINO PEGUERO\\nRNC CLIENTE: 00400004420\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453755338320\\nFACTURA NO.: 6872881\\nAUTORIZACION: 819680455\\nTELEFONO: 809-316-3015\\nFECHA: 14/04/2025  HORA: 19:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                 109,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      109,500.00\\nITBIS 18% RD$      19,710.00\\nTOTAL RD$         129,210.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1463488\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nKEREN GONZALEZ MOREL\\nKEREN GONZALEZ MOREL\\nRNC: 40225322938\\nCLIENTE: JUAN OSCAR SOUFFRONT RODRIGUEZ\\nRNC CLIENTE: 03700198975\\nFACTURA DE CREDITO FISCAL\\nNCF E457922392207\\nFACTURA NO.: 8954805\\nAUTORIZACION: 91068406\\nTELEFONO: 809-608-5101\\nFECHA: 21/03/2024  HORA: 18:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    JUGO NATURAL\\n                                     452.00\\n    5  UNIDAD    POSTRE DE LA CASA\\n                                   1,675.00\\n    2  UNIDAD    REFRESCO\\n                                     286.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  24,774.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,187.00\\nIMPUESTO ITBIS RD$       4,893.66\\nPROPINA LEGAL RD$     2,477.40\\nTOTAL RD$          34,558.06\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1936823\\nGRACIAS POR SU COMPRA\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nEASY EVENTS SOLUTIONS\\nEASY EVENTS SOLUTIONS SRL\\nRNC: 130489629\\nCLIENTE: EMEASSA SRL\\nRNC CLIENTE: 132193601\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315322931458\\nFACTURA NO.: 5242076\\nAUTORIZACION: 973700758\\nTELEFONO: 809-279-4970\\nFECHA: 15/11/2024  HORA: 08:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          26,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       26,000.00\\nITBIS RD$       4,680.00\\nTOTAL RD$          30,680.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 8737703\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 73708926\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[1,0,4],"business_categories":["profesional","restaurante","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131118518","40225322938","130489629"],"invoice_ids":["inv_f5a6bcf1c226514fd770","inv_637448f3d19f3d8a8de5","inv_cca2a7e01ee0bebe00d6"],"observation_id":"obs_6c1faf971ff3131fba62","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.76,"augmentation_metadata":{"downscale_factor":0.53,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":1.096,"brightness_factor":1.076,"blur_sigma":0.876,"crop_applied":false,"camera_distance_factors":[0.899,0.898,0.947],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":68.91,"jpeg_quality":78,"documents":[{"rotation_deg":-5.428,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.954,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.151,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7248027491672779634,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_003983.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133713128\",\"ncf\":\"E318587250883\",\"fecha_comprobante\":\"20251115\",\"monto_facturado\":74000.00,\"itbis_facturado\":13320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":87320.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASANZA\\nRNC EMISOR: 131894852\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AUTO REPUESTOS CAMPANA SRL\\nRNC CLIENTE: 133713128\\nFACTURA DE CREDITO FISCAL\\nNCF: E318587250883\\nFACTURA NO.: 0907327\\nAUTORIZACION: 503778440\\nTELEFONO: 809-265-3105\\nFECHA: 15/11/2025  HORA: 14:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    51,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       23,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       74,000.00\\nITBIS 18% RD$      13,320.00\\nTOTAL RD$          87,320.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4284795\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 46297903\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131894852"],"invoice_ids":["inv_1b5702010e6d8db380a3"],"observation_id":"obs_b64eab96ba6e701b1221","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":0.958,"blue_scale":1.042,"contrast_factor":1.109,"brightness_factor":0.988,"blur_sigma":0.264,"crop_applied":false,"camera_distance_factors":[0.989],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.63,"jpeg_quality":87,"documents":[{"rotation_deg":0.053,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2400225106194968392,"difficulty":"light","split":"train"}
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{"image":"images/606_003992.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00113194906\",\"ncf\":\"E441707620246\",\"fecha_comprobante\":\"20240104\",\"monto_facturado_servicios\":1067.00,\"monto_facturado_bienes\":1942.99,\"itbis_facturado\":541.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ROSYBEL JIMENEZ POLANCO POLANCO\\nROSYBEL JIMENEZ POLANCO POLANCO\\nRNC 00113194906\\nCLIENTE: WILFREDO JASKUL TEJADA MARTIN\\nRNC CLIENTE: 40222547016\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441707620246\\nFACTURA NO.: 5413054\\nAUTORIZACION: 996325199\\nTELEFONO: 809-649-4509\\nFECHA: 04/01/2024  HORA: 13:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            527.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,067.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,415.99\\n----------------------------------------------\\nSUBTOTAL RD$        3,009.99\\nITBIS RD$         541.80\\nTOTAL RD$           3,551.79\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1458790\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 78984502\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00113194906"],"invoice_ids":["inv_bcaf14e9f6f56a42c0a5"],"observation_id":"obs_2be14ccf3d47025e1861","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.0,"brightness_factor":0.99,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":30.97,"jpeg_quality":98,"documents":[{"rotation_deg":-0.118,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4649491658479307401,"difficulty":"clean","split":"test"}
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{"image":"images/606_003994.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03100535057\",\"ncf\":\"E321574112550\",\"fecha_comprobante\":\"20250114\",\"monto_facturado_servicios\":1293.00,\"monto_facturado_bienes\":10297.25,\"itbis_facturado\":2086.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"08200052549\",\"ncf\":\"B0269754904\",\"fecha_comprobante\":\"20240122\",\"monto_facturado_servicios\":79209.00,\"monto_facturado_bienes\":250.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"FRANCISCO JAVIER RUIZ TORRES\\nFRANCISCO JAVIER RUIZ TORRES\\nRNC 03100535057\\nCLIENTE: COMPAÑIA DE TRANSPORTES Y\\nSERVICIOS LOP\\nRNC CLIENTE: 131778722\\nFACTURA DE CREDITO FISCAL\\nNCF: E321574112550\\nFACTURA NO.: 9771234\\nAUTORIZACION: 777599936\\nTELEFONO: 809-657-1886\\nFECHA: 14/01/2025  HORA: 10:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,309.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,293.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,987.50\\n-------------------------------------------\\nSUB-TOTAL RD$       11,590.25\\nITBIS 18% RD$       2,086.25\\nTOTAL RD$          13,676.50\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1813728\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDIONYS BENTURA CASILLA BENZANT\\nDIONYS BENTURA CASILLA BENZANT\\nRNC: 08200052549\\nCLIENTE: ARIEL EMMANUEL TEJADA ABREU ABREU\\nRNC CLIENTE: 00112825815\\nFACTURA DE CREDITO FISCAL\\nNCF B0269754904\\nFACTURA NO.: 7128353\\nAUTORIZACION: 277656940\\nTELEFONO: 809-737-4727\\nFECHA: 22/01/2024  HORA: 12:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       MENSUALIDAD ACADEMICA       58,124.00\\n    2  UNIDAD    CUADERNO 100 HOJAS             250.00\\n    5  CURSO     CURSO DE CAPACITACION       21,085.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       79,459.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          79,459.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 9167412\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 98636275\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nEntregado\"}","template_ids":[5,7],"business_categories":["comercio_general","educacion"],"catalog_sources":[["curated"],["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["03100535057","08200052549"],"invoice_ids":["inv_2bb9ecd8b5cd5477874b","inv_56aae31828866b373552"],"observation_id":"obs_de525219506bec77d8d1","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.834,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":1.03,"brightness_factor":1.037,"blur_sigma":0.339,"crop_applied":false,"camera_distance_factors":[0.956,0.949],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":81.68,"jpeg_quality":94,"documents":[{"rotation_deg":1.205,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.147,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16757557605086003842,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 26748321\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nKATHERINE VERUSKA TAVERAS PELAEZ\\nRNC EMISOR: 00108156969\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZAGEXPORT GROUP DOMINICANA S A\\nRNC CLIENTE: 130065438\\nFACTURA DE CREDITO FISCAL\\nNCF: E455051760029\\nFACTURA NO.: 8634717\\nAUTORIZACION: 203710454\\nTELEFONO: 809-473-8758\\nFECHA: 27/09/2025  HORA: 16:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   28  PAGINA    TRADUCCION DE DOCUMENTOS    77,420.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   20,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       53,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      150,420.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         150,420.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7980560\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 64196961\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFUNDACION GONXHA BOJAXHIU CALCUTA FUNGOBOC\\nRNC EMISOR: 430382681\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: L ABRICOTIER SRL\\nRNC CLIENTE: 131030106\\nFACTURA DE CREDITO FISCAL\\nNCF E447273536503\\nFACTURA NO.: 9272663\\nAUTORIZACION: 508514057\\nTELEFONO: 809-564-9074\\nFECHA: 24/01/2024  HORA: 17:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   37,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,000.00\\nITBIS RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3121445\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 20032451\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nREVISADO\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO LICEO HILDA GUTI\\nRNC EMISOR: 430182542\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISTRIBUIDORA SILUET EIRL\\nRNC CLIENTE: 131062601\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318412010498\\nFACTURA NO.: 3968284\\nAUTORIZACION: 560804435\\nTELEFONO: 809-791-2963\\nFECHA: 22/07/2025  HORA: 12:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,735.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,675.00\\n-------------------------------------------\\nSUBTOTAL RD$       17,410.00\\nIMPUESTO ITBIS RD$       3,133.80\\nTOTAL RD$          20,543.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8954825\\nGRACIAS POR SU COMPRA\\nJDC\"}","template_ids":[5,4,10,0],"business_categories":["profesional","profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["130752117","00108156969","430382681","430182542"],"invoice_ids":["inv_4a879326cbb301c2f568","inv_4aa8c0acb8d2e3baad36","inv_46343a3ce1033444191d","inv_b405e998784cd7c5823a"],"observation_id":"obs_fcc44338ab8d9f891745","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.997,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.069,"brightness_factor":0.94,"blur_sigma":0.183,"crop_applied":false,"camera_distance_factors":[0.968,0.911,0.891,0.95],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":42.94,"jpeg_quality":95,"documents":[{"rotation_deg":-1.735,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.817,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.668,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.449,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"JDC"}]},"num_invoices":4,"seed":1751713919834074979,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 38913509\\nRESUMEN\\nWP\\n\\n--- FACTURA ---\\n\\nRIGOBERTO DE JESUS BAUTISTA ABREU\\nRNC EMISOR: 40222107225\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERNANDO FERNANDEZ MOTORS SRL\\nRNC CLIENTE: 131865852\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313788939262\\nFACTURA NO.: 5750988\\nAUTORIZACION: 120403171\\nTELEFONO: 809-601-6704\\nFECHA: 12/09/2024  HORA: 12:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA    5,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   25,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       58,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       88,000.00\\nIMPUESTO ITBIS RD$      15,840.00\\nTOTAL RD$         103,840.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5085390\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004021.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01100026416\",\"ncf\":\"B1574090911\",\"fecha_comprobante\":\"20240426\",\"monto_facturado\":32252.87,\"itbis_facturado\":5805.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":38058.39,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03105147320\",\"ncf\":\"B1403506131\",\"fecha_comprobante\":\"20241210\",\"monto_facturado\":46000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":72.06,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":46072.06,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ING VICTOR R HERRERA & ASOC S A\\nRNC EMISOR: 112108775\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESTEBAN ENCARNACION FAMILIA\\nRNC CLIENTE: 01100026416\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1574090911\\nFACTURA NO.: 1387191\\nAUTORIZACION: 283943656\\nTELEFONO: 809-606-8349\\nFECHA: 26/04/2024  HORA: 14:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          3,509.98\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            597.90\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,354.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            400.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO        24,390.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       32,252.87\\nITBIS RD$       5,805.52\\nTOTAL RD$          38,058.39\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4224999\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nA&R EVENTOS YUDELKA\\nRNC EMISOR: 03102558958\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSSY ELENA SALCEDO MARTE\\nRNC CLIENTE: 03105147320\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1403506131\\nFACTURA NO.: 4809633\\nAUTORIZACION: 173230309\\nTELEFONO: 809-693-4817\\nFECHA: 10/12/2024  HORA: 18:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          28,000.00\\n    1  SERVICIO  ASESORIA TECNICA            18,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       46,000.00\\nIMPUESTO ITBIS RD$           0.00\\nOTROS IMPUESTOS RD$      72.06\\nTOTAL RD$          46,072.06\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4094588\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 30329021\\nCopia cliente\"}","template_ids":[4,13],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["112108775","03102558958"],"invoice_ids":["inv_c1233b7b9e3988588b4b","inv_3c90d71265a5b4bbb7fa"],"observation_id":"obs_4d6b30d06a4c1a32e859","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.817,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":0.764,"brightness_factor":1.015,"blur_sigma":0.342,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.04,"jpeg_quality":86,"documents":[{"rotation_deg":-0.314,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.561,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":4262007585389815489,"difficulty":"hard","split":"train"}
{"image":"images/606_004022.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03101172363\",\"ncf\":\"E451142775688\",\"fecha_comprobante\":\"20240822\",\"monto_facturado_servicios\":84000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"03102420977\",\"ncf\":\"E450061205703\",\"fecha_comprobante\":\"20251029\",\"monto_facturado_servicios\":411.00,\"monto_facturado_bienes\":56382.74,\"itbis_facturado\":10222.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430252107\",\"ncf\":\"E440546352023\",\"fecha_comprobante\":\"20250412\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13727.70,\"itbis_facturado\":2470.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430037372\",\"ncf\":\"B0256578581\",\"fecha_comprobante\":\"20250731\",\"monto_facturado_servicios\":53500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9630.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MARIA FIDELINA RODRIGUEZ DE DE AZA\\nMARIA FIDELINA RODRIGUEZ DE DE AZA\\nRNC EMISOR: 03101172363\\nCLIENTE: CONTAGAS DOMINICANA SRL\\nRNC CLIENTE: 130831531\\nFACTURA DE CREDITO FISCAL\\nNCF E451142775688\\nFACTURA NO.: 4602633\\nAUTORIZACION: 918184254\\nTELEFONO: 809-514-2981\\nFECHA: 22/08/2024  HORA: 11:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    24,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   60,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       84,000.00\\nIMPUESTO ITBIS RD$      15,120.00\\nTOTAL RD$          99,120.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6102234\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 84403395\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVerificado\\n\\n--- FACTURA ---\\n\\nANGEL RODRIGUEZ PATIÑO\\nANGEL RODRIGUEZ PATIÑO\\nRNC: 03102420977\\nCLIENTE: FRANK JOEL SANTANA VILLA\\nRNC CLIENTE: 02500020967\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450061205703\\nFACTURA NO.: 2540135\\nAUTORIZACION: 290004074\\nTELEFONO: 809-599-7134\\nFECHA: 29/10/2025  HORA: 15:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  42,104.75\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,700.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     411.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,278.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,299.99\\n-------------------------------------------\\nSUBTOTAL RD$       56,793.74\\nIMPUESTO ITBIS RD$      10,222.87\\nTOTAL RD$          67,016.61\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 687397\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 88103952\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO LA CRUZ DE YASIC\\nJUNTA DE CENTRO EDUCATIVO LA CRUZ DE YASICA\\nRNC: 430252107\\nCLIENTE: AUTOMALL CARE CENTER S A\\nRNC CLIENTE: 130476705\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440546352023\\nFACTURA NO.: 8298555\\nAUTORIZACION: 678544090\\nTELEFONO: 809-593-5765\\nFECHA: 12/04/2025  HORA: 08:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO         5,600.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,804.75\\n    1  UNIDAD    EQUIPO ELECTRICO             6,322.95\\n----------------------------------------------\\nSUBTOTAL RD$       13,727.70\\nITBIS RD$       2,470.99\\nTOTAL RD$          16,198.69\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3673305\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 46180872\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nASOJUVESA\\nASOCIACION DE JUNTAS DE VECINOS DE SALCEDO\\nRNC 430037372\\nCLIENTE: INDHIAVELY NAILS CENTER SRL\\nRNC CLIENTE: 132445432\\nFACTURA DE CREDITO FISCAL\\nNCF: B0256578581\\nFACTURA NO.: 0668933\\nAUTORIZACION: 977463287\\nTELEFONO: 809-643-6077\\nFECHA: 31/07/2025  HORA: 10:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   40,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   13,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       53,500.00\\nITBIS RD$       9,630.00\\nTOTAL RD$          63,130.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3805424\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 46584979\"}","template_ids":[4,11,3],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101884886","132600053","130015432"],"invoice_ids":["inv_a2629042efcf182ffff3","inv_8acd9c8effebe73c471a","inv_3890f13c340e251d7222"],"observation_id":"obs_c50d3279e7d572b7a8f5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.963,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.979,"brightness_factor":1.01,"blur_sigma":0.23,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.98,"jpeg_quality":92,"documents":[{"rotation_deg":-0.679,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.325,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.669,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4331192242514176047,"difficulty":"hard","split":"train"}
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{"image":"images/607_004061.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133278537\",\"ncf\":\"E459273624782\",\"fecha_comprobante\":\"20241129\",\"monto_facturado\":173000.00,\"itbis_facturado\":31140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":204140.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERNUESA\\nRNC EMISOR: 09500227658\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZF BEAUTY CENTER & SPA SRL\\nRNC CLIENTE: 133278537\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459273624782\\nFACTURA NO.: 6914650\\nAUTORIZACION: 725564782\\nTELEFONO: 809-342-8788\\nFECHA: 29/11/2024  HORA: 11:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   30,000.00\\n    1  PROYECTO  DISENO DE PLANOS           143,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      173,000.00\\nITBIS 18% RD$      31,140.00\\nTOTAL RD$         204,140.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6688430\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["09500227658"],"invoice_ids":["inv_c017f09212225a974636"],"observation_id":"obs_6cf422dbb5836c36d233","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.808,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.802,"brightness_factor":1.03,"blur_sigma":0.363,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.98,"jpeg_quality":84,"documents":[{"rotation_deg":1.183,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15682055152996531017,"difficulty":"medium","split":"train"}
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{"image":"images/606_004064.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101515742\",\"ncf\":\"B0257094998\",\"fecha_comprobante\":\"20250509\",\"monto_facturado_servicios\":290.00,\"monto_facturado_bienes\":16085.85,\"itbis_facturado\":2947.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"REPUESTOS KARINA C POR A\\nREPUESTOS KARINA C POR A\\nRNC: 101515742\\nCLIENTE: YESSENYA DEL CARMEN CIFUENTE VARGAS VAR\\nRNC CLIENTE: 05000221993\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0257094998\\nFACTURA NO.: 4208133\\nAUTORIZACION: 471141421\\nTELEFONO: 809-740-9976\\nFECHA: 09/05/2025  HORA: 16:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            290.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,400.85\\n    3  UNIDAD    MATERIAL DE OFICINA          4,017.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        10,668.00\\n----------------------------------------------\\nSUBTOTAL RD$       16,375.85\\nIMPUESTO ITBIS RD$       2,947.65\\nTOTAL RD$          19,323.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5877713\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 30101481\\nDETALLE DE SERVICIOS\\nRecibido\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101515742"],"invoice_ids":["inv_a6345e747842ebc735bc"],"observation_id":"obs_807b39622ca27e156249","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.69,"augmentation_metadata":{"downscale_factor":0.603,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.927,"brightness_factor":1.058,"blur_sigma":1.105,"crop_applied":false,"camera_distance_factors":[0.944],"legibility_scale_corrections":[0.0],"final_contrast_stddev":51.45,"jpeg_quality":82,"documents":[{"rotation_deg":5.084,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8814176591577856120,"difficulty":"very_hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 23868397\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nMELIN ANTOINE\\nRNC EMISOR: 131199321\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LL STUDIO SRL\\nRNC CLIENTE: 131726722\\nFACTURA DE CREDITO FISCAL\\nNCF E458810391344\\nFACTURA NO.: 8599888\\nAUTORIZACION: 471987818\\nTELEFONO: 809-774-9406\\nFECHA: 16/04/2025  HORA: 16:02\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                157,059.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                                 24,836.00\\n    2  MES       ALQUILER DE LOCAL\\n                                                203,585.90\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                                 38,221.99\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      423,702.89\\nIMPUESTO ITBIS RD$      76,266.52\\nTOTAL RD$         499,969.41\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5197002\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 90376512\\nPendiente\\n\\n--- FACTURA ---\\n\\nIUCO ART STUDIO\\nRNC EMISOR: 132921402\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PSIKIDS SRL\\nRNC CLIENTE: 132295481\\nFACTURA DE CREDITO FISCAL\\nNCF: B1509331854\\nFACTURA NO.: 3153281\\nAUTORIZACION: 29517786\\nTELEFONO: 809-902-2252\\nFECHA: 12/01/2025  HORA: 14:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   30,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   14,000.00\\n    1  MES       SUPERVISION DE OBRA         43,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       87,000.00\\nITBIS 18% RD$      15,660.00\\nTOTAL RD$         102,660.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 3308325\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 97093618\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nOPERADORA TARAMUNDI\\nRNC EMISOR: 131308074\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GAROTADAS S A\\nRNC CLIENTE: 130300072\\nFACTURA DE CREDITO FISCAL\\nNCF E312356092931\\nFACTURA NO.: 7444391\\nAUTORIZACION: 334079489\\nTELEFONO: 809-311-4382\\nFECHA: 29/02/2024  HORA: 12:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      193,406.00\\n    1  SERVICIO  TASACION DE PROPIEDAD        9,008.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      202,414.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         202,414.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6546039\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_004072.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110369717\",\"ncf\":\"E314276803653\",\"fecha_comprobante\":\"20240412\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2608.50,\"itbis_facturado\":469.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FRANKLIN FERREIRA ALMONTE\\nFRANKLIN FERREIRA ALMONTE\\nRNC: 00110369717\\nCLIENTE: HANS JEEP TOURS S A\\nRNC CLIENTE: 105022338\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314276803653\\nFACTURA NO.: 0011481\\nAUTORIZACION: 729494943\\nTELEFONO: 809-521-2323\\nFECHA: 12/04/2024  HORA: 19:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,608.50\\n-------------------------------------------\\nSUB-TOTAL RD$        2,608.50\\nITBIS 18% RD$         469.53\\nTOTAL RD$           3,078.03\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 342603\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 82057297\\nCOPIA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00110369717"],"invoice_ids":["inv_de0d1baccc4eca835696"],"observation_id":"obs_e489e43f133d29ba8af6","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":10.81,"augmentation_metadata":{"downscale_factor":0.824,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.835,"brightness_factor":1.069,"blur_sigma":0.474,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.84,"jpeg_quality":90,"documents":[{"rotation_deg":0.042,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9964543771236012737,"difficulty":"medium","split":"validation"}
{"image":"images/607_004073.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00100785922\",\"ncf\":\"B0230651362\",\"fecha_comprobante\":\"20250720\",\"monto_facturado\":1192.00,\"itbis_facturado\":214.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1406.56,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO 01098 LUIS TEODO\\nRNC EMISOR: 430264857\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOMINGO ANTONIO CHAIN REYNOSO\\nRNC CLIENTE: 00100785922\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0230651362\\nFACTURA NO.: 7040214\\nAUTORIZACION: 481863608\\nTELEFONO: 809-963-7376\\nFECHA: 20/07/2025  HORA: 18:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,192.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,192.00\\nIMPUESTO ITBIS RD$         214.56\\nTOTAL RD$           1,406.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6954619\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 22773208\\nJDC\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430264857"],"invoice_ids":["inv_f38c796f2ec6daa5955a"],"observation_id":"obs_464bdbdc83cdb310c4f3","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.57,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.986,"brightness_factor":1.028,"blur_sigma":0.078,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.28,"jpeg_quality":94,"documents":[{"rotation_deg":0.46,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JDC"}]},"num_invoices":1,"seed":1375741909510505851,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 91768410\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nVICTOR RAFAEL SOTO HEREDIA HEREDIA\\nRNC EMISOR: 00300177227\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RIVIERA MARE RESORT SRL\\nRNC CLIENTE: 132730445\\nFACTURA DE CREDITO FISCAL\\nNCF B0256026238\\nFACTURA NO.: 1002111\\nAUTORIZACION: 995288386\\nTELEFONO: 809-425-7516\\nFECHA: 09/12/2024  HORA: 10:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  SERVICIO  CONSULTA MEDICA             28,924.75\\n    1  SERVICIO  ANALISIS DE LABORATORIO      6,436.00\\n    1  SERVICIO  LIMPIEZA DENTAL              3,575.99\\n    4  UNIDAD    MATERIAL MEDICO DESECHABLE    7,156.00\\n----------------------------------------------\\nSUBTOTAL RD$       46,092.74\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          46,092.74\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 1305491\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004081.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131643043\",\"ncf\":\"E321253928214\",\"fecha_comprobante\":\"20240321\",\"monto_facturado\":703.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":703.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133039508\",\"ncf\":\"E441317431049\",\"fecha_comprobante\":\"20250913\",\"monto_facturado\":223000.00,\"itbis_facturado\":40140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":263140.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YADIRA ALTAGRACIA FIGUEROA GONZALEZ DE GAR\\nRNC EMISOR: 05401185144\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ETSEXA CONSULTING GROUP SRL\\nRNC CLIENTE: 131643043\\nFACTURA DE CREDITO FISCAL\\nNCF: E321253928214\\nFACTURA NO.: 7302019\\nAUTORIZACION: 593812747\\nTELEFONO: 809-732-8106\\nFECHA: 21/03/2024  HORA: 17:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  LITRO     LECHE UHT 1 LITRO              445.00\\n    6  LIBRA     HARINA DE TRIGO LIBRA          258.00\\n----------------------------------------------\\nSUB-TOTAL RD$          703.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$             703.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 200007\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 25931886\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nROSA MARIA ESCOTO BATISTA\\nRNC EMISOR: 22301189332\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA UVERTE SRL\\nRNC CLIENTE: 133039508\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441317431049\\nFACTURA NO.: 1753364\\nAUTORIZACION: 396168773\\nTELEFONO: 809-802-3913\\nFECHA: 13/09/2025  HORA: 13:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   58,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      137,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      27,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      223,000.00\\nITBIS 18% RD$      40,140.00\\nTOTAL RD$         263,140.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8510280\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 50962202\\nDETALLE DE SERVICIOS\"}","template_ids":[2,4],"business_categories":["colmado_alimentos","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05401185144","22301189332"],"invoice_ids":["inv_96d4f11d0c5684ed0a38","inv_6700cb87536c2b427fd4"],"observation_id":"obs_fe4cdc46045de6b9cf3a","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.38,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.931,"brightness_factor":0.93,"blur_sigma":0.033,"crop_applied":false,"camera_distance_factors":[0.905,0.883],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":35.46,"jpeg_quality":86,"documents":[{"rotation_deg":-1.267,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.412,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5312847100364565548,"difficulty":"medium","split":"test"}
{"image":"images/606_004082.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40223869237\",\"ncf\":\"E455294105002\",\"fecha_comprobante\":\"20251224\",\"monto_facturado_servicios\":48533.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8735.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":4853.30,\"forma_pago\":5}],\"ocr\":\"LA VELA BLANCA\\nTHIERRY DANIEL GUY BLONDY\\nRNC: 40223869237\\nCLIENTE: ALIMED SRL\\nRNC CLIENTE: 131202748\\nFACTURA DE CREDITO FISCAL\\nNCF: E455294105002\\nFACTURA NO.: 5485491\\nAUTORIZACION: 612395229\\nTELEFONO: 809-728-6562\\nFECHA: 24/12/2025  HORA: 17:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  48,533.00\\n-------------------------------------------\\nSUBTOTAL RD$       48,533.00\\nIMPUESTO ITBIS RD$       8,735.94\\nPROPINA LEGAL RD$     4,853.30\\nTOTAL RD$          62,122.24\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 7997305\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 43160506\\nPagado\"}","template_ids":[1],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["40223869237"],"invoice_ids":["inv_f2b829d2a6c3bf3dcac2"],"observation_id":"obs_3cffa2d92a3b23055a90","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.53,"augmentation_metadata":{"downscale_factor":0.841,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.735,"brightness_factor":1.049,"blur_sigma":0.373,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":53.84,"jpeg_quality":80,"documents":[{"rotation_deg":-1.614,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5657452989906731226,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 11115547\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nKERVIN RUBEN SISA VARGAS\\nRNC EMISOR: 01000670347\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HALIMENTO SRL\\nRNC CLIENTE: 101599316\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310442357117\\nFACTURA NO.: 3115587\\nAUTORIZACION: 799756513\\nTELEFONO: 809-392-5844\\nFECHA: 24/05/2025  HORA: 10:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       12,000.00\\nITBIS 18% RD$       2,160.00\\nTOTAL RD$          14,160.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1473241\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 44303759\\nKRS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nSNC-LAVALIN DOMINICANA\\nRNC EMISOR: 130060541\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL ANTONIO RODRIGUEZ RODRIGUEZ\\nRNC CLIENTE: 130187071\\nFACTURA DE CREDITO FISCAL\\nNCF B1580267383\\nFACTURA NO.: 0954955\\nAUTORIZACION: 400036135\\nTELEFONO: 809-732-8426\\nFECHA: 11/06/2025  HORA: 18:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     261.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  25,368.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,272.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,764.75\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,745.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       50,411.25\\nITBIS 18% RD$       9,074.03\\nTOTAL RD$          59,485.28\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7406420\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004105.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102053851\",\"ncf\":\"E322494906935\",\"fecha_comprobante\":\"20240118\",\"monto_facturado\":7430.00,\"itbis_facturado\":1337.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":8767.40}],\"ocr\":\"DISTRIBUIDORA DILASA S A\\nRNC EMISOR: 101745673\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WINSTON ANTONIO BARRIENTOS PARRA\\nRNC CLIENTE: 03102053851\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322494906935\\nFACTURA NO.: 3796470\\nAUTORIZACION: 91537096\\nTELEFONO: 809-958-4228\\nFECHA: 18/01/2024  HORA: 17:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,775.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,050.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,605.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,430.00\\nITBIS RD$       1,337.40\\nTOTAL RD$           8,767.40\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 7288602\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 49302626\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101745673"],"invoice_ids":["inv_815e2f4cfde59943b7ef"],"observation_id":"obs_8bba2c2e1a84f140a6af","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.597,"red_scale":1.059,"blue_scale":0.941,"contrast_factor":0.973,"brightness_factor":1.077,"blur_sigma":0.799,"crop_applied":false,"camera_distance_factors":[0.889],"legibility_scale_corrections":[0.0],"final_contrast_stddev":84.95,"jpeg_quality":70,"documents":[{"rotation_deg":-0.456,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6735672204893999534,"difficulty":"very_hard","split":"train"}
{"image":"images/606_004106.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109897264\",\"ncf\":\"B1466179261\",\"fecha_comprobante\":\"20241207\",\"monto_facturado_servicios\":774.50,\"monto_facturado_bienes\":27382.95,\"itbis_facturado\":5068.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"XIAO YAO LIANG DE FUNG DE FUNG\\nXIAO YAO LIANG DE FUNG DE FUNG\\nRNC 00109897264\\nCLIENTE: COMERCIAL 2JPB SRL\\nRNC CLIENTE: 132619323\\nFACTURA DE CREDITO FISCAL\\nNCF: B1466179261\\nFACTURA NO.: 5113032\\nAUTORIZACION: 182741127\\nTELEFONO: 809-885-2384\\nFECHA: 07/12/2024  HORA: 16:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CALZADO CASUAL\\n                                   6,628.00\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                   5,964.00\\n    5  UNIDAD    PANTALON CASUAL\\n                                  10,474.95\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     774.50\\n    4  UNIDAD    CAMISA DE VESTIR\\n                                   4,316.00\\n-------------------------------------------\\nSUBTOTAL RD$       28,157.45\\nIMPUESTO ITBIS RD$       5,068.34\\nTOTAL RD$          33,225.79\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1962607\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 71487783\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["00109897264"],"invoice_ids":["inv_d2e8baca95bc3884bfe7"],"observation_id":"obs_838aa4dea08e0995e3f8","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.007,"brightness_factor":1.023,"blur_sigma":0.204,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.37,"jpeg_quality":93,"documents":[{"rotation_deg":0.452,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10688773004840069161,"difficulty":"light","split":"train"}
{"image":"images/607_004107.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06600051681\",\"ncf\":\"E321564608614\",\"fecha_comprobante\":\"20240901\",\"monto_facturado\":8422.97,\"itbis_facturado\":1516.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":9939.10,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAFAEL EDUARDO MOLINA KHOURI KHOURI\\nRNC EMISOR: 03103052985\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VICENTE CASTILLO LORA\\nRNC CLIENTE: 06600051681\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321564608614\\nFACTURA NO.: 7174036\\nAUTORIZACION: 381528887\\nTELEFONO: 809-796-7400\\nFECHA: 01/09/2024  HORA: 14:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,142.00\\n    3  UNIDAD    MATERIAL DE OFICINA          5,552.97\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,728.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,422.97\\nIMPUESTO ITBIS RD$       1,516.13\\nTOTAL RD$           9,939.10\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6471352\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 11382274\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03103052985"],"invoice_ids":["inv_225a8722bdce8a04a282"],"observation_id":"obs_d2e4dd4a742ae946349e","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":7.21,"augmentation_metadata":{"downscale_factor":0.654,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":1.073,"brightness_factor":0.973,"blur_sigma":1.103,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.67,"jpeg_quality":66,"documents":[{"rotation_deg":1.603,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17522140127828729081,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 38218480\\nRGE\\n\\n--- FACTURA ---\\n\\nRAMON ANTONIO VELEZ ACEVEDO\\nRNC EMISOR: 00104425392\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WENDY AYBAR BETANCES\\nRNC CLIENTE: 00113242374\\nFACTURA DE CREDITO FISCAL\\nNCF: B0177519724\\nFACTURA NO.: 7126797\\nAUTORIZACION: 704710860\\nTELEFONO: 809-284-7855\\nFECHA: 27/04/2024  HORA: 11:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            19,027.50\\n    3  UNIDAD    MATERIAL DE OFICINA          3,996.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            576.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        13,536.00\\n----------------------------------------------\\nSUBTOTAL RD$       37,135.50\\nITBIS RD$       6,684.39\\nOTROS IMPUESTOS RD$      36.43\\nTOTAL RD$          43,856.32\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1112050\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 54700531\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[4,5,3],"business_categories":["inmobiliario","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131388477","133278324","00104425392"],"invoice_ids":["inv_79dbf1a932affca5f815","inv_86f148b881bfb46beb38","inv_bafa269dae69a7e900ef"],"observation_id":"obs_007239eb65c9a089b505","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.68,"augmentation_metadata":{"downscale_factor":0.739,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.946,"brightness_factor":0.852,"blur_sigma":0.683,"crop_applied":false,"camera_distance_factors":[0.986,0.886,0.929],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":32.28,"jpeg_quality":76,"documents":[{"rotation_deg":-1.966,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.306,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.406,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"RGE"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":7907814288024133741,"difficulty":"hard","split":"test"}
{"image":"images/606_004112.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03102287723\",\"ncf\":\"B0154018855\",\"fecha_comprobante\":\"20250511\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2555.95,\"itbis_facturado\":460.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"CAFETERIA LOS PRIMOS\\nEUGENIO BONIFACIO INFANTE JIMENEZ\\nRNC EMISOR: 03102287723\\nCLIENTE: FASEL & GROSS C POR A\\nRNC CLIENTE: 101560762\\nFACTURA DE CREDITO FISCAL\\nNCF: B0154018855\\nFACTURA NO.: 7700658\\nAUTORIZACION: 707551493\\nTELEFONO: 809-224-6560\\nFECHA: 11/05/2025  HORA: 19:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PLATO DEL DIA\\n                                   1,383.00\\n    4  UNIDAD    POSTRE DE LA CASA\\n                                     588.00\\n    5  UNIDAD    REFRESCO\\n                                     584.95\\n-------------------------------------------\\nSUB-TOTAL RD$        2,555.95\\nITBIS 18% RD$         460.07\\nTOTAL RD$           3,016.02\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 7662112\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["03102287723"],"invoice_ids":["inv_235276db9fd62728a3ce"],"observation_id":"obs_839b2b2bb35f4a2a39a9","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":11.14,"augmentation_metadata":{"downscale_factor":0.896,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":1.022,"brightness_factor":0.993,"blur_sigma":0.508,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.9,"jpeg_quality":78,"documents":[{"rotation_deg":-0.815,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1209531940781759692,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 47954904\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCARLOS GABRIEL VARGAS SANTOS\\nCARLOS GABRIEL VARGAS SANTOS\\nRNC EMISOR: 03700999281\\nCLIENTE: SUPLIDORA DE FRUTAS Y VEGETALES SANGARC\\nRNC CLIENTE: 131792979\\nFACTURA DE CREDITO FISCAL\\nNCF: E450390188069\\nFACTURA NO.: 9477245\\nAUTORIZACION: 533625793\\nTELEFONO: 809-362-9951\\nFECHA: 04/03/2025  HORA: 12:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    64,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       64,000.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          64,000.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8942203\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 58581323\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nProcesado\\n\\n--- FACTURA ---\\n\\nINSTALACIONES Y PROYECTOS ELECTRICOS INPRO\\nINSTALACIONES Y PROYECTOS ELECTRICOS\\nINPROLECTRA\\nRNC EMISOR: 132572939\\nCLIENTE: KENIA YAQUELIN GARABITO SANCHEZ\\nRNC CLIENTE: 01000913101\\nFACTURA DE CREDITO FISCAL\\nNCF: E443651440171\\nFACTURA NO.: 2627487\\nAUTORIZACION: 662103036\\nTELEFONO: 809-525-2615\\nFECHA: 11/04/2025  HORA: 17:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   7,000.00\\n  350  PIE       ALAMBRE ELECTRICO THHN NO.\\n                 12\\n                                   9,450.00\\n   24  UNIDAD    BLOCK DE HORMIGON 6\\n                 PULGADAS\\n                                   1,344.00\\n    2  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                     226.00\\n    4  UNIDAD    CERRADURA DE POMO\\n                                   3,515.80\\n-------------------------------------------\\nSUBTOTAL RD$       21,535.80\\nITBIS 18% RD$       3,876.44\\nTOTAL RD$          25,412.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2364281\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 12067722\"}","template_ids":[5,11,0],"business_categories":["comercio_general","profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00117444331","03700999281","132572939"],"invoice_ids":["inv_3074a134ddad8103dddb","inv_f35c6c1b65b03f6696be","inv_7625ade2572cadd42cf0"],"observation_id":"obs_a02a34e280871d3402e9","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":3.96,"augmentation_metadata":{"downscale_factor":0.803,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.744,"brightness_factor":1.043,"blur_sigma":0.507,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.48,"jpeg_quality":84,"documents":[{"rotation_deg":-0.341,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.348,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.568,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6936841263918905991,"difficulty":"hard","split":"train"}
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{"image":"images/606_004124.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05401244222\",\"ncf\":\"B1403898307\",\"fecha_comprobante\":\"20251118\",\"monto_facturado_servicios\":27565.00,\"monto_facturado_bienes\":7189.00,\"itbis_facturado\":5154.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132455878\",\"ncf\":\"E314235310198\",\"fecha_comprobante\":\"20250601\",\"monto_facturado_servicios\":75500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13590.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JOSE ODALIS CAMACHO ESTRELLA\\nJOSE ODALIS CAMACHO ESTRELLA\\nRNC EMISOR: 05401244222\\nCLIENTE: GRUPO MONGOSERO LOS BEBA STAR\\nRNC CLIENTE: 430432334\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1403898307\\nFACTURA NO.: 1756061\\nAUTORIZACION: 432981113\\nTELEFONO: 809-278-2343\\nFECHA: 18/11/2025  HORA: 18:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  QUINTAL   ARROZ EN CASCARA\\n                                   6,050.00\\n    2  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   1,070.00\\n    3  UNIDAD    PLATANO BARAHONERO\\n                                      69.00\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  27,565.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,754.00\\nITBIS RD$       5,154.30\\nTOTAL RD$          39,908.30\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8979227\\nGRACIAS POR SU COMPRA\\nArchivado\\n\\n--- FACTURA ---\\n\\nSERVICIOS FUNEBRE BUJIA\\nSERVICIOS FUNEBRE BUJIA SRL\\nRNC EMISOR: 132455878\\nCLIENTE: R CORPORAN INMOBILIARIA SRL\\nRNC CLIENTE: 132863976\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314235310198\\nFACTURA NO.: 3323961\\nAUTORIZACION: 504833720\\nTELEFONO: 809-227-9134\\nFECHA: 01/06/2025  HORA: 15:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  35,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  40,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       75,500.00\\nITBIS RD$      13,590.00\\nTOTAL RD$          89,090.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5352921\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 24923687\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSFB\\nCompra almacen\"}","template_ids":[0,5],"business_categories":["agricultura","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05401244222","132455878"],"invoice_ids":["inv_4c2458490b0452e0ff52","inv_a06d020f31b247476391"],"observation_id":"obs_a712c60288788b88cdd6","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":7.01,"augmentation_metadata":{"downscale_factor":0.918,"red_scale":0.958,"blue_scale":1.042,"contrast_factor":1.026,"brightness_factor":1.003,"blur_sigma":0.126,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":96,"documents":[{"rotation_deg":0.497,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.664,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"SFB"}]},"num_invoices":2,"seed":12046297953276062743,"difficulty":"medium","split":"train"}
{"image":"images/607_004125.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133557975\",\"ncf\":\"B0238318132\",\"fecha_comprobante\":\"20250509\",\"monto_facturado\":2230.78,\"itbis_facturado\":401.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":2632.32,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RESTAURANT LA CUEVA TAINA\\nRNC EMISOR: 130615314\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MADERMA EIRL\\nRNC CLIENTE: 133557975\\nFACTURA DE CREDITO FISCAL\\nNCF B0238318132\\nFACTURA NO.: 3845621\\nAUTORIZACION: 103572039\\nTELEFONO: 809-490-3084\\nFECHA: 09/05/2025  HORA: 16:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    JUGO NATURAL\\n                                     699.00\\n    2  UNIDAD    PLATO DEL DIA\\n                                   1,231.98\\n    4  UNIDAD    REFRESCO\\n                                     299.80\\n-------------------------------------------\\nSUB-TOTAL RD$        2,230.78\\nIMPUESTO ITBIS RD$         401.54\\nTOTAL RD$           2,632.32\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7673432\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 89509742\"}","template_ids":[1],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["130615314"],"invoice_ids":["inv_fad960083bc55d2485ba"],"observation_id":"obs_0141391170728154b320","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.46,"augmentation_metadata":{"downscale_factor":0.904,"red_scale":1.046,"blue_scale":0.954,"contrast_factor":0.979,"brightness_factor":0.988,"blur_sigma":0.174,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.93,"jpeg_quality":91,"documents":[{"rotation_deg":-0.133,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2701417963934136503,"difficulty":"light","split":"train"}
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{"image":"images/606_004152.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130607656\",\"ncf\":\"E451017811468\",\"fecha_comprobante\":\"20251120\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2127.97,\"itbis_facturado\":59.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SUPERTIENDA DURAN\\nLUIS SANTIAGO DURAN FERNANDEZ\\nRNC 130607656\\nCLIENTE: MARCELINO VARGAS MEDRANO\\nRNC CLIENTE: 130611272\\nFACTURA DE CREDITO FISCAL\\nNCF E451017811468\\nFACTURA NO.: 5013707\\nAUTORIZACION: 272141369\\nTELEFONO: 809-720-4639\\nFECHA: 20/11/2025  HORA: 10:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     142.00\\n    2  GALON     CLORO LIQUIDO 1 GALON\\n                                     332.00\\n    6  LIBRA     HARINA DE TRIGO LIBRA\\n                                     228.00\\n  3.5  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     965.97\\n    4  UNIDAD    HABICHUELAS 800 G\\n                                     460.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,127.97\\nIMPUESTO ITBIS RD$          59.76\\nTOTAL RD$           2,187.73\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 484825\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["130607656"],"invoice_ids":["inv_4792689a341c2b14b7f2"],"observation_id":"obs_f60301c5bdb7fddae223","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":10.27,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.985,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.47,"jpeg_quality":96,"documents":[{"rotation_deg":-0.051,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17914381366523878275,"difficulty":"clean","split":"train"}
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{"image":"images/606_004178.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430404551\",\"ncf\":\"E454652565084\",\"fecha_comprobante\":\"20250609\",\"monto_facturado_servicios\":250405.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":45072.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"CONDOMINIO CDR 4TA 5TA 6TA ETAPA CARONI I\\nCONDOMINIO CDR 4TA 5TA 6TA ETAPA CARONI I\\nRNC: 430404551\\nCLIENTE: IGLESIA CRISTIANA LA REDENCION COL\\n1 14\\nRNC CLIENTE: 430244074\\nFACTURA DE CREDITO FISCAL\\nNCF: E454652565084\\nFACTURA NO.: 9188394\\nAUTORIZACION: 434425521\\nTELEFONO: 809-591-8091\\nFECHA: 09/06/2025  HORA: 10:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   5,513.00\\n    2  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  27,514.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 217,378.00\\n-------------------------------------------\\nSUB-TOTAL RD$      250,405.00\\nITBIS RD$      45,072.90\\nTOTAL RD$         295,477.90\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4754925\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 24061600\\nCC4\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430404551"],"invoice_ids":["inv_5f210156a0b16d730f4b"],"observation_id":"obs_784cf0ff4e4469e7f859","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.35,"augmentation_metadata":{"downscale_factor":0.927,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":0.969,"brightness_factor":1.02,"blur_sigma":0.186,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":96,"documents":[{"rotation_deg":-0.326,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CC4"}]},"num_invoices":1,"seed":13559277508036257010,"difficulty":"light","split":"train"}
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{"image":"images/606_004194.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22301274944\",\"ncf\":\"E321483232731\",\"fecha_comprobante\":\"20240614\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12938.00,\"itbis_facturado\":2328.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"13600170149\",\"ncf\":\"E315139193832\",\"fecha_comprobante\":\"20240912\",\"monto_facturado_servicios\":2005.99,\"monto_facturado_bienes\":29360.50,\"itbis_facturado\":5645.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"YORDI RAFAEL DE LOS SANTOS TAVAREZ\\nYORDI RAFAEL DE LOS SANTOS TAVAREZ\\nRNC EMISOR: 22301274944\\nCLIENTE: TORRE MELANIE VI\\nRNC CLIENTE: 430233412\\nFACTURA DE CREDITO FISCAL\\nNCF E321483232731\\nFACTURA NO.: 9809961\\nAUTORIZACION: 35703477\\nTELEFONO: 809-640-4289\\nFECHA: 14/06/2024  HORA: 11:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        12,938.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       12,938.00\\nIMPUESTO ITBIS RD$       2,328.84\\nTOTAL RD$          15,266.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7566051\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 22718369\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nVARIEDADES VALDEZ\\nNILSA                          VALDEZ\\nCERRANO\\nRNC: 13600170149\\nCLIENTE: QUASI PARROQUIA NUESTRA SENORA DE\\nFATIM\\nRNC CLIENTE: 430383953\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315139193832\\nFACTURA NO.: 3881190\\nAUTORIZACION: 615937506\\nTELEFONO: 809-375-8301\\nFECHA: 12/09/2024  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    CALZADO CASUAL\\n                                   2,172.00\\n    4  UNIDAD    CAMISA DE VESTIR\\n                                  11,508.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   2,005.99\\n    2  UNIDAD    PANTALON CASUAL\\n                                   6,758.00\\n    5  UNIDAD    GORRA BORDADA\\n                                   8,922.50\\n-------------------------------------------\\nSUB-TOTAL RD$       31,366.49\\nIMPUESTO ITBIS RD$       5,645.97\\nTOTAL RD$          37,012.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1938503\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 68408961\"}","template_ids":[11,5],"business_categories":["comercio_general","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22301274944","13600170149"],"invoice_ids":["inv_553565d53ba1204a4d78","inv_3538ccbac29ebf687643"],"observation_id":"obs_dc560f185553e913df9f","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":1.011,"brightness_factor":1.023,"blur_sigma":0.004,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.07,"jpeg_quality":92,"documents":[{"rotation_deg":-0.618,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.666,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":14712563373673010298,"difficulty":"medium","split":"train"}
{"image":"images/607_004195.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131071572\",\"ncf\":\"B1508010800\",\"fecha_comprobante\":\"20240728\",\"monto_facturado\":152000.00,\"itbis_facturado\":27360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":179360.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430298883\",\"ncf\":\"E457299285780\",\"fecha_comprobante\":\"20251201\",\"monto_facturado\":52742.55,\"itbis_facturado\":9493.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":62236.21,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130401136\",\"ncf\":\"B0102256919\",\"fecha_comprobante\":\"20250914\",\"monto_facturado\":200000.00,\"itbis_facturado\":36000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":236000.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"A A AUDIT ACCOUNTANTS\\nRNC EMISOR: 131200494\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PSS CENTRO ODONTODOM HERRERA SRL\\nRNC CLIENTE: 131071572\\nFACTURA DE CREDITO FISCAL\\nNCF: B1508010800\\nFACTURA NO.: 4514310\\nAUTORIZACION: 624962085\\nTELEFONO: 809-272-8787\\nFECHA: 28/07/2024  HORA: 15:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      115,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      152,000.00\\nIMPUESTO ITBIS RD$      27,360.00\\nTOTAL RD$         179,360.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9322055\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nP&D TRANSPORTE TURISTICO Y EMPRESARIAL\\nRNC EMISOR: 132605322\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERATIVA FAMILIAR DE AHORROS CREDITO\\nRNC CLIENTE: 430298883\\nFACTURA DE CREDITO FISCAL\\nNCF: E457299285780\\nFACTURA NO.: 4908875\\nAUTORIZACION: 699844114\\nTELEFONO: 809-649-2482\\nFECHA: 01/12/2025  HORA: 10:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  VIAJE     SERVICIO DE TRANSPORTE      40,509.75\\n    4  VIAJE     SERVICIO DE MENSAJERIA       2,807.80\\n    1  SERVICIO  ALQUILER DE VEHICULO         9,425.00\\n----------------------------------------------\\nSUBTOTAL RD$       52,742.55\\nITBIS 18% RD$       9,493.66\\nTOTAL RD$          62,236.21\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4885910\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 17156620\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\\n\\n--- FACTURA ---\\n\\nASOCIACION DE AGRICULTORES PARA EL PROGRES\\nRNC EMISOR: 430247588\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: UNITED SHOULDER PADS S A\\nRNC CLIENTE: 130401136\\nFACTURA DE CREDITO FISCAL\\nNCF: B0102256919\\nFACTURA NO.: 5113888\\nAUTORIZACION: 436540977\\nTELEFONO: 809-385-6244\\nFECHA: 14/09/2025  HORA: 14:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA    8,000.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   26,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      136,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      200,000.00\\nITBIS RD$      36,000.00\\nTOTAL RD$         236,000.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9541983\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 20877805\\nADA\"}","template_ids":[4,3,2],"business_categories":["profesional","transporte","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131200494","132605322","430247588"],"invoice_ids":["inv_e8e7fb63a8f5e1d500bb","inv_44288cc3970cd9fec60d","inv_21b98792b12ca95251f0"],"observation_id":"obs_d717ea70134dd57e6bbe","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.62,"augmentation_metadata":{"downscale_factor":0.65,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":1.102,"brightness_factor":0.95,"blur_sigma":0.573,"crop_applied":false,"camera_distance_factors":[0.896,0.937,0.935],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":82.69,"jpeg_quality":84,"documents":[{"rotation_deg":-0.834,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.786,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.604,"perspective":0.035,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"ADA"}]},"num_invoices":3,"seed":6275051063018711157,"difficulty":"hard","split":"train"}
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{"image":"images/606_004208.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130011745\",\"ncf\":\"E325997639093\",\"fecha_comprobante\":\"20241025\",\"monto_facturado_servicios\":316.99,\"monto_facturado_bienes\":19142.80,\"itbis_facturado\":3502.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ROSA EMILIA ESPINAL ESPINAL\\nROSA EMILIA ESPINAL ESPINAL\\nRNC: 130011745\\nCLIENTE: ANV MEDIA SRL\\nRNC CLIENTE: 131821979\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325997639093\\nFACTURA NO.: 9516926\\nAUTORIZACION: 990834325\\nTELEFONO: 809-946-1399\\nFECHA: 25/10/2024  HORA: 13:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        12,980.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            316.99\\n    1  UNIDAD    MATERIAL DE OFICINA            959.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            676.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,527.80\\n----------------------------------------------\\nSUBTOTAL RD$       19,459.79\\nIMPUESTO ITBIS RD$       3,502.76\\nTOTAL RD$          22,962.55\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9837787\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 70352919\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130011745"],"invoice_ids":["inv_b636b6c1ff96a3948e61"],"observation_id":"obs_94da5a1ef14d7a766402","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":9.48,"augmentation_metadata":{"downscale_factor":0.761,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.915,"brightness_factor":0.904,"blur_sigma":0.893,"crop_applied":false,"camera_distance_factors":[0.959],"legibility_scale_corrections":[0.0],"final_contrast_stddev":30.33,"jpeg_quality":88,"documents":[{"rotation_deg":-0.507,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15742222153331382388,"difficulty":"medium","split":"test"}
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{"image":"images/606_004234.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133316323\",\"ncf\":\"B0267330176\",\"fecha_comprobante\":\"20250906\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":18979.97,\"itbis_facturado\":3416.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"01200965646\",\"ncf\":\"B1499560468\",\"fecha_comprobante\":\"20251209\",\"monto_facturado_servicios\":63234.95,\"monto_facturado_bienes\":12990.00,\"itbis_facturado\":13720.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130426333\",\"ncf\":\"B1504417196\",\"fecha_comprobante\":\"20250818\",\"monto_facturado_servicios\":1451.95,\"monto_facturado_bienes\":22397.00,\"itbis_facturado\":4292.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"IMPULSO CARIBE\\nIMPULSO CARIBE SRL\\nRNC EMISOR: 133316323\\nCLIENTE: FRANCISCO ANTONIO MARTE MORILLO\\nRNC CLIENTE: 04700232301\\nFACTURA DE CREDITO FISCAL\\nNCF B0267330176\\nFACTURA NO.: 5384827\\nAUTORIZACION: 133281838\\nTELEFONO: 809-226-8013\\nFECHA: 06/09/2025  HORA: 20:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,311.98\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,820.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,725.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,122.99\\n-------------------------------------------\\nSUB-TOTAL RD$       18,979.97\\nIMPUESTO ITBIS RD$       3,416.39\\nTOTAL RD$          22,396.36\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 1452514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 86543630\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nJONATHAN SUERO FIGUEREO\\nJONATHAN SUERO FIGUEREO\\nRNC: 01200965646\\nCLIENTE: COMERCIAL E INVERSIONES ARIAS ROBLES SR\\nRNC CLIENTE: 132095588\\nFACTURA DE CREDITO FISCAL\\nNCF: B1499560468\\nFACTURA NO.: 8062325\\nAUTORIZACION: 852121216\\nTELEFONO: 809-529-9448\\nFECHA: 09/12/2025  HORA: 10:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR         5,282.00\\n    4  UNIDAD    TARJETAS DE PRESENTACION    12,990.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES   25,194.00\\n    1  SERVICIO  DISENO GRAFICO              10,863.95\\n    1  SERVICIO  ROTULACION EN VINIL         21,895.00\\n----------------------------------------------\\nSUBTOTAL RD$       76,224.95\\nIMPUESTO ITBIS RD$      13,720.49\\nTOTAL RD$          89,945.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6918639\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 87017706\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. 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{"image":"images/607_004241.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430376851\",\"ncf\":\"E456392643044\",\"fecha_comprobante\":\"20241206\",\"monto_facturado\":82000.00,\"itbis_facturado\":14760.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":96760.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AMAURIS DE JESUS BEATO GRULLON\\nRNC EMISOR: 00101684066\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PARROQUIA NUESTRA SENORA DE FATIMA\\nRNC CLIENTE: 430376851\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456392643044\\nFACTURA NO.: 1925215\\nAUTORIZACION: 26770136\\nTELEFONO: 809-639-1846\\nFECHA: 06/12/2024  HORA: 09:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   47,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       34,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       82,000.00\\nIMPUESTO ITBIS RD$      14,760.00\\nTOTAL RD$          96,760.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2662734\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 52873081\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101684066"],"invoice_ids":["inv_36cddec6c7e021e91688"],"observation_id":"obs_9d106c4f13b44eac96ff","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.94,"augmentation_metadata":{"downscale_factor":0.841,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.881,"brightness_factor":0.842,"blur_sigma":0.268,"crop_applied":false,"camera_distance_factors":[0.939],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.58,"jpeg_quality":75,"documents":[{"rotation_deg":2.837,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7915326339661816487,"difficulty":"medium","split":"validation"}
{"image":"images/606_004242.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101742194\",\"ncf\":\"B1597987578\",\"fecha_comprobante\":\"20250703\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2702.50,\"itbis_facturado\":486.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131566995\",\"ncf\":\"B1437251368\",\"fecha_comprobante\":\"20241111\",\"monto_facturado_servicios\":58500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10530.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"430446785\",\"ncf\":\"E327555035811\",\"fecha_comprobante\":\"20241228\",\"monto_facturado_servicios\":124904.97,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22482.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"DISTRIBUIDORA J-M C POR A\\nDISTRIBUIDORA J-M C POR A\\nRNC EMISOR: 101742194\\nCLIENTE: MARA ESTUDIO SRL\\nRNC CLIENTE: 131803334\\nFACTURA DE CREDITO FISCAL\\nNCF: B1597987578\\nFACTURA NO.: 3149856\\nAUTORIZACION: 568771123\\nTELEFONO: 809-555-5823\\nFECHA: 03/07/2025  HORA: 13:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,702.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,702.50\\nITBIS 18% RD$         486.45\\nTOTAL RD$           3,188.95\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9953979\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 79750782\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nF ARISTY DESPACHO DE ABOGADOS\\nF ARISTY DESPACHO DE ABOGADOS SRL\\nRNC 131566995\\nCLIENTE: THP VIRTUAL STORE\\nRNC CLIENTE: 130408752\\nFACTURA DE CREDITO FISCAL\\nNCF: B1437251368\\nFACTURA NO.: 1242671\\nAUTORIZACION: 819688628\\nTELEFONO: 809-662-6953\\nFECHA: 11/11/2024  HORA: 08:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  43,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  15,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       58,500.00\\nITBIS RD$      10,530.00\\nTOTAL RD$          69,030.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5310107\\nGRACIAS POR SU COMPRA\\nFAD\\n\\n--- FACTURA ---\\n\\nCONDOMINIO TORRE P A-7\\nCONDOMINIO TORRE P A-7\\nRNC EMISOR: 430446785\\nCLIENTE: DE OLEO & ESTEVEZ SOLUCIONES\\nELECTROMEC\\nRNC CLIENTE: 133206935\\nFACTURA DE CREDITO FISCAL\\nNCF E327555035811\\nFACTURA NO.: 9674096\\nAUTORIZACION: 729201368\\nTELEFONO: 809-446-1159\\nFECHA: 28/12/2024  HORA: 17:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  MES       ALQUILER DE LOCAL\\n                                 124,904.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$      124,904.97\\nIMPUESTO ITBIS RD$      22,482.89\\nTOTAL RD$         147,387.86\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6131298\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004259.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131334407\",\"ncf\":\"E442370468913\",\"fecha_comprobante\":\"20250811\",\"monto_facturado\":19200.00,\"itbis_facturado\":3456.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7504.03,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15151.97,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGUA DILON\\nRNC EMISOR: 133167832\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BADTORITEXTIL SRL\\nRNC CLIENTE: 131334407\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442370468913\\nFACTURA NO.: 7092518\\nAUTORIZACION: 47977320\\nTELEFONO: 809-265-9975\\nFECHA: 11/08/2025  HORA: 17:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  19,200.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,200.00\\nIMPUESTO ITBIS RD$       3,456.00\\nTOTAL RD$          22,656.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2725371\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 56622884\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133167832"],"invoice_ids":["inv_4ffeef7bde0fb179efd5"],"observation_id":"obs_19c341c1e8e3b12125ff","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.6,"augmentation_metadata":{"downscale_factor":0.695,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.959,"brightness_factor":0.926,"blur_sigma":0.625,"crop_applied":false,"camera_distance_factors":[0.912],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.31,"jpeg_quality":76,"documents":[{"rotation_deg":4.09,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2073078713886515694,"difficulty":"medium","split":"train"}
{"image":"images/606_004260.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133126214\",\"ncf\":\"E328149426229\",\"fecha_comprobante\":\"20250512\",\"monto_facturado_servicios\":418.00,\"monto_facturado_bienes\":2400.00,\"itbis_facturado\":507.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MULTICLIPS SERVICES\\nMULTICLIPS SERVICES SRL\\nRNC 133126214\\nCLIENTE: FABRICIANO ANTONIO SUAREZ JIMENEZ\\nRNC CLIENTE: 04700576152\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328149426229\\nFACTURA NO.: 3628876\\nAUTORIZACION: 363849209\\nTELEFONO: 809-252-9252\\nFECHA: 12/05/2025  HORA: 20:45\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    418.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  2,400.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        2,818.00\\nITBIS 18% RD$         507.24\\nTOTAL RD$           3,325.24\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2469191\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 48815971\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133126214"],"invoice_ids":["inv_b20b993748b4588aeba4"],"observation_id":"obs_a9e33b4e128aa2eccac3","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":9.29,"augmentation_metadata":{"downscale_factor":0.773,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.967,"brightness_factor":0.87,"blur_sigma":0.602,"crop_applied":false,"camera_distance_factors":[0.909],"legibility_scale_corrections":[0.0],"final_contrast_stddev":29.21,"jpeg_quality":85,"documents":[{"rotation_deg":1.555,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3479843113333805384,"difficulty":"medium","split":"train"}
{"image":"images/607_004261.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00104780374\",\"ncf\":\"E444283377716\",\"fecha_comprobante\":\"20241122\",\"monto_facturado\":4405.00,\"itbis_facturado\":792.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5197.90,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131446681\",\"ncf\":\"B0125936100\",\"fecha_comprobante\":\"20241111\",\"monto_facturado\":506330.00,\"itbis_facturado\":91139.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":597469.40,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIBEL VARGAS MENDOZA\\nRNC EMISOR: 00107287328\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HUGO VIRGILIO CRUZ PICHARDO\\nRNC CLIENTE: 00104780374\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444283377716\\nFACTURA NO.: 5002842\\nAUTORIZACION: 765813302\\nTELEFONO: 809-220-2311\\nFECHA: 22/11/2024  HORA: 19:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,405.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,405.00\\nITBIS RD$         792.90\\nTOTAL RD$           5,197.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6621695\\nGRACIAS POR SU COMPRA\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nMARCIAL ENRIQUE UREÑA PEREZ\\nRNC EMISOR: 00100593128\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HORMIGON MOVIL & CONSTRUCTORA HORMOVILC\\nRNC CLIENTE: 131446681\\nFACTURA DE CREDITO FISCAL\\nNCF: B0125936100\\nFACTURA NO.: 6587656\\nAUTORIZACION: 76026013\\nTELEFONO: 809-305-4628\\nFECHA: 11/11/2024  HORA: 16:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          455,229.00\\n    1  SERVICIO  COMISION INMOBILIARIA       23,667.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       27,434.00\\n----------------------------------------------\\nSUBTOTAL RD$      506,330.00\\nIMPUESTO ITBIS RD$      91,139.40\\nTOTAL RD$         597,469.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3442383\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nARCHIVADO\"}","template_ids":[5,6],"business_categories":["comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107287328","00100593128"],"invoice_ids":["inv_b8448a6f2704c4bd2028","inv_1fabc56168f565487453"],"observation_id":"obs_fc51a40d8b81610a2dee","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":5.57,"augmentation_metadata":{"downscale_factor":0.589,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.829,"brightness_factor":0.864,"blur_sigma":0.64,"crop_applied":false,"camera_distance_factors":[0.977,0.881],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":39.99,"jpeg_quality":88,"documents":[{"rotation_deg":-1.978,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.385,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17148757882239433103,"difficulty":"medium","split":"train"}
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{"image":"images/607_004271.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133730091\",\"ncf\":\"E447669582487\",\"fecha_comprobante\":\"20250314\",\"monto_facturado\":412908.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":176572.56,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":236335.44,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BUHO FAMILY\\nRNC EMISOR: 133115107\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VALERUS MAILS & FASHION SRL\\nRNC CLIENTE: 133730091\\nFACTURA DE CREDITO FISCAL\\nNCF E447669582487\\nFACTURA NO.: 3553186\\nAUTORIZACION: 775661127\\nTELEFONO: 809-679-9298\\nFECHA: 14/03/2025  HORA: 19:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 202,184.00\\n    4  MES       ALQUILER DE LOCAL\\n                                 210,724.00\\n-------------------------------------------\\nSUB-TOTAL RD$      412,908.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         412,908.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3461006\\nGRACIAS POR SU COMPRA\\nBF\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133115107"],"invoice_ids":["inv_e1f8a0e22adb31bd41a1"],"observation_id":"obs_be6baa8cd239431b0d5d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":11.63,"augmentation_metadata":{"downscale_factor":0.986,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.99,"brightness_factor":1.017,"blur_sigma":0.164,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.83,"jpeg_quality":94,"documents":[{"rotation_deg":-0.483,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"BF"}]},"num_invoices":1,"seed":11730071591519069635,"difficulty":"light","split":"train"}
{"image":"images/606_004272.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430078344\",\"ncf\":\"B0183422834\",\"fecha_comprobante\":\"20250329\",\"monto_facturado_servicios\":92500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FUNDACION SAN JUAN EUDES INC\\nFUNDACION SAN JUAN EUDES INC\\nRNC 430078344\\nCLIENTE: JOSE DOBLE DE JESUS\\nRNC CLIENTE: 00110023603\\nFACTURA DE CREDITO FISCAL\\nNCF B0183422834\\nFACTURA NO.: 7979000\\nAUTORIZACION: 327027061\\nTELEFONO: 809-490-2010\\nFECHA: 29/03/2025  HORA: 09:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       2,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   30,000.00\\n    1  CASO      REPRESENTACION LEGAL        40,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       92,500.00\\nITBIS RD$      16,650.00\\nTOTAL RD$         109,150.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7142426\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430078344"],"invoice_ids":["inv_9fec075a48810da37223"],"observation_id":"obs_854e558307d8c028847f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.999,"brightness_factor":1.0,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":95,"documents":[{"rotation_deg":-0.058,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2320078196733694675,"difficulty":"clean","split":"train"}
{"image":"images/607_004273.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02500475260\",\"ncf\":\"B0212416129\",\"fecha_comprobante\":\"20251129\",\"monto_facturado\":23506.00,\"itbis_facturado\":4231.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27737.08,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101205334\",\"ncf\":\"B1489323186\",\"fecha_comprobante\":\"20240302\",\"monto_facturado\":28609.98,\"itbis_facturado\":4801.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":33411.66}],\"ocr\":\"ALEXIS DECENA CASTILLO\\nRNC EMISOR: 00118284876\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FAUSTO ALAEN PAYANO MERCEDES\\nRNC CLIENTE: 02500475260\\nFACTURA DE CREDITO FISCAL\\nNCF B0212416129\\nFACTURA NO.: 4059725\\nAUTORIZACION: 641851151\\nTELEFONO: 809-582-2412\\nFECHA: 29/11/2025  HORA: 10:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  23,060.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     446.00\\n-------------------------------------------\\nSUBTOTAL RD$       23,506.00\\nITBIS 18% RD$       4,231.08\\nTOTAL RD$          27,737.08\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9263621\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 15430171\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\nProcesado\\n\\n--- FACTURA ---\\n\\nRICARDO LOPEZ\\nRNC EMISOR: 10100018380\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGROPLANT DOMINICANA S A\\nRNC CLIENTE: 101205334\\nFACTURA DE CREDITO FISCAL\\nNCF: B1489323186\\nFACTURA NO.: 0002253\\nAUTORIZACION: 520083842\\nTELEFONO: 809-391-5359\\nFECHA: 02/03/2024  HORA: 09:26\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                                 26,676.00\\n    2  QUINTAL   FRUTAS FRESCAS\\n                                                  1,933.98\\n----------------------------------------------------------\\nSUB-TOTAL RD$       28,609.98\\nITBIS RD$       4,801.68\\nTOTAL RD$          33,411.66\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 1718024\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 10864915\"}","template_ids":[0,9],"business_categories":["comercio_general","agricultura"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00118284876","10100018380"],"invoice_ids":["inv_787014d560d0dbd151f0","inv_3cebdffda236e6f65718"],"observation_id":"obs_c41574c8958ae7e699d8","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.74,"augmentation_metadata":{"downscale_factor":0.767,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.634,"brightness_factor":1.048,"blur_sigma":0.479,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":55.1,"jpeg_quality":81,"documents":[{"rotation_deg":-1.603,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.142,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12060397827330846538,"difficulty":"hard","split":"train"}
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{"image":"images/607_004275.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02400018707\",\"ncf\":\"B1556365687\",\"fecha_comprobante\":\"20250908\",\"monto_facturado\":52000.00,\"itbis_facturado\":9360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":61360.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133544857\",\"ncf\":\"B1547632573\",\"fecha_comprobante\":\"20251111\",\"monto_facturado\":22500.00,\"itbis_facturado\":4050.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":26550.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CRISBEL MARQUEZ REYES\\nRNC EMISOR: 01201038195\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARINA VASQUEZ SANDOVAL\\nRNC CLIENTE: 02400018707\\nFACTURA DE CREDITO FISCAL\\nNCF: B1556365687\\nFACTURA NO.: 2105543\\nAUTORIZACION: 853707093\\nTELEFONO: 809-264-7975\\nFECHA: 08/09/2025  HORA: 19:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  MES       SUPERVISION DE OBRA         37,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       52,000.00\\nITBIS 18% RD$       9,360.00\\nTOTAL RD$          61,360.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1712971\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 94394381\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nRecibido\\n\\n--- FACTURA ---\\n\\nSEPROINVESTI SEGURIDAD PROTECCION E INVEST\\nRNC EMISOR: 131962221\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRODUCCIONES AGRICOLAS RAMCA SRL\\nRNC CLIENTE: 133544857\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1547632573\\nFACTURA NO.: 8939006\\nAUTORIZACION: 864121746\\nTELEFONO: 809-466-1185\\nFECHA: 11/11/2025  HORA: 20:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  22,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,500.00\\nITBIS 18% RD$       4,050.00\\nTOTAL RD$          26,550.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 869556\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 15760170\\nSSP\\nCargo almacen\"}","template_ids":[6,1],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01201038195","131962221"],"invoice_ids":["inv_0423aa533440b86c3608","inv_3ede3ac149f7b1b64e0a"],"observation_id":"obs_9a22063d6d02d1341d75","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.28,"augmentation_metadata":{"downscale_factor":0.605,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.83,"brightness_factor":0.943,"blur_sigma":0.342,"crop_applied":false,"camera_distance_factors":[0.998,0.964],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":68.34,"jpeg_quality":91,"documents":[{"rotation_deg":1.587,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":3.244,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"SSP"}]},"num_invoices":2,"seed":12075608113225278557,"difficulty":"medium","split":"train"}
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{"image":"images/607_004277.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02301359879\",\"ncf\":\"E451562507829\",\"fecha_comprobante\":\"20240407\",\"monto_facturado\":1696.50,\"itbis_facturado\":160.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":1857.06,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FILADELFIA RODRIGUEZ JIMENEZ\\nRNC EMISOR: 10400003314\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN CARLOS MERCEDES ZORRILLA\\nRNC CLIENTE: 02301359879\\nFACTURA DE CREDITO FISCAL\\nNCF: E451562507829\\nFACTURA NO.: 7556314\\nAUTORIZACION: 235371427\\nTELEFONO: 809-664-1745\\nFECHA: 07/04/2024  HORA: 11:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    DETERGENTE EN POLVO            892.00\\n  2.5  LIBRA     POLLO FRESCO LIBRA             267.50\\n    4  LITRO     LECHE UHT 1 LITRO              408.00\\n    3  LIBRA     AZUCAR CREMA LIBRA             129.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,696.50\\nIMPUESTO ITBIS RD$         160.56\\nTOTAL RD$           1,857.06\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4035944\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["10400003314"],"invoice_ids":["inv_c0d689e84211967f2f99"],"observation_id":"obs_4d20fdd6eb81d09e0e17","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.83,"augmentation_metadata":{"downscale_factor":0.858,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.821,"brightness_factor":0.921,"blur_sigma":0.387,"crop_applied":false,"camera_distance_factors":[0.888],"legibility_scale_corrections":[0.0],"final_contrast_stddev":22.93,"jpeg_quality":87,"documents":[{"rotation_deg":-0.235,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16505716030742678656,"difficulty":"medium","split":"train"}
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{"image":"images/606_004280.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110255262\",\"ncf\":\"E457472498966\",\"fecha_comprobante\":\"20241125\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2760.95,\"itbis_facturado\":496.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ROXANNA RAMIREZ FRANCO\\nROXANNA RAMIREZ FRANCO\\nRNC EMISOR: 00110255262\\nCLIENTE: L`ECOLE KVIT WORKS INC\\nRNC CLIENTE: 102009902\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457472498966\\nFACTURA NO.: 8047343\\nAUTORIZACION: 966415263\\nTELEFONO: 809-575-1461\\nFECHA: 25/11/2024  HORA: 10:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PANTALON CASUAL\\n                                   2,760.95\\n-------------------------------------------\\nSUB-TOTAL RD$        2,760.95\\nITBIS RD$         496.97\\nTOTAL RD$           3,257.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9612548\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["00110255262"],"invoice_ids":["inv_465ea0874dcd5495573a"],"observation_id":"obs_6f336aa5c0b700c34dc9","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":12.4,"augmentation_metadata":{"downscale_factor":0.723,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.565,"brightness_factor":1.065,"blur_sigma":0.443,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":78,"documents":[{"rotation_deg":-0.477,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10267652794760074357,"difficulty":"hard","split":"train"}
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{"image":"images/606_004304.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02800211266\",\"ncf\":\"B1522861625\",\"fecha_comprobante\":\"20250705\",\"monto_facturado_servicios\":102000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":24.96,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"LORENZO RODRIGUEZ COLON\\nLORENZO RODRIGUEZ COLON\\nRNC: 02800211266\\nCLIENTE: DORIS JAQUELINE DIAZ PEREIRA\\nRNC CLIENTE: 00117169847\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1522861625\\nFACTURA NO.: 8769140\\nAUTORIZACION: 167853459\\nTELEFONO: 809-856-6043\\nFECHA: 05/07/2025  HORA: 16:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  26,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  14,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  17,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  32,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  12,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      102,000.00\\nIMPUESTO ITBIS RD$      18,360.00\\nOTROS IMPUESTOS RD$      24.96\\nTOTAL RD$         120,384.96\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 198135\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 20148315\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["02800211266"],"invoice_ids":["inv_121897e41eea5868d3d1"],"observation_id":"obs_aeff090d05245a286431","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.39,"augmentation_metadata":{"downscale_factor":0.93,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.008,"brightness_factor":0.975,"blur_sigma":0.143,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":88,"documents":[{"rotation_deg":0.759,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12905680838818649650,"difficulty":"light","split":"train"}
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{"image":"images/606_004306.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430021539\",\"ncf\":\"B0295049198\",\"fecha_comprobante\":\"20241214\",\"monto_facturado_servicios\":165500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":29790.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130772721\",\"ncf\":\"B0154086958\",\"fecha_comprobante\":\"20250222\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7466.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":19.35,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COMUNIDAD CRISTIANA DE RESTAURACION INC\\nCOMUNIDAD CRISTIANA DE RESTAURACION INC\\nRNC 430021539\\nCLIENTE: LITANG INVESTMENTS SRL\\nRNC CLIENTE: 131655442\\nFACTURA DE CREDITO FISCAL\\nNCF B0295049198\\nFACTURA NO.: 4947350\\nAUTORIZACION: 864272011\\nTELEFONO: 809-901-3338\\nFECHA: 14/12/2024  HORA: 20:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        65,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   11,000.00\\n    1  SERVICIO  ASESORIA TECNICA            35,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   26,500.00\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      165,500.00\\nITBIS RD$      29,790.00\\nTOTAL RD$         195,290.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3882600\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nNAS DOMINICANA\\nNAS DOMINICANA SRL\\nRNC 130772721\\nCLIENTE: FUNDACION CENTRO CRISTIANO\\nRENOVANDO VI\\nRNC CLIENTE: 430101044\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0154086958\\nFACTURA NO.: 6049668\\nAUTORIZACION: 999152367\\nTELEFONO: 809-323-3443\\nFECHA: 22/02/2025  HORA: 20:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,563.99\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,388.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,515.00\\n-------------------------------------------\\nSUB-TOTAL RD$        7,466.99\\nITBIS 18% RD$           0.00\\nOTROS IMPUESTOS RD$      19.35\\nTOTAL RD$           7,486.34\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9014859\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 86917816\\nND\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430021539","130772721"],"invoice_ids":["inv_63f6e692a8e12343e225","inv_d325b84d1734e044020e"],"observation_id":"obs_bc346ddd56c6121230ef","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.68,"augmentation_metadata":{"downscale_factor":0.583,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.039,"brightness_factor":1.038,"blur_sigma":0.686,"crop_applied":false,"camera_distance_factors":[0.954,0.904],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":65.83,"jpeg_quality":73,"documents":[{"rotation_deg":-2.0,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.977,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"ND"}]},"num_invoices":2,"seed":15904104159553209986,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 47067430\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFAA\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nJHOSVELYN RAMIREZ TOLENTINO\\nJHOSVELYN RAMIREZ TOLENTINO\\nRNC EMISOR: 22400402388\\nCLIENTE: ICQ CARRIAGE SRL\\nRNC CLIENTE: 132086211\\nFACTURA DE CREDITO FISCAL\\nNCF B0190992112\\nFACTURA NO.: 0205151\\nAUTORIZACION: 56553162\\nTELEFONO: 809-264-2111\\nFECHA: 03/07/2024  HORA: 14:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   67,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   60,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      140,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    32,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      309,500.00\\nIMPUESTO ITBIS RD$      55,710.00\\nTOTAL RD$         365,210.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1837545\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 95156154\\nDETALLE DE SERVICIOS\\nPendiente\\n\\n--- FACTURA ---\\n\\nHORTENSIA ANTONIA RAMONA MOTA DE BATISTA D\\nHORTENSIA ANTONIA RAMONA MOTA DE BATISTA DE BATI\\nRNC 00101715829\\nCLIENTE: BLADIGLAR ARTE Y DECORACIONES SRL\\nRNC CLIENTE: 132068922\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0247988275\\nFACTURA NO.: 4731928\\nAUTORIZACION: 847742425\\nTELEFONO: 809-501-8697\\nFECHA: 05/10/2024  HORA: 08:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     TRANSPORTE DE CARGA        178,135.96\\n----------------------------------------------\\nBASE IMPONIBLE RD$      178,135.96\\nIMPUESTO ITBIS RD$      32,064.47\\nTOTAL RD$         210,200.43\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3755657\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 86803808\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nArchivado\"}","template_ids":[1,4,6],"business_categories":["comercio_general","profesional","transporte"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00109118091","22400402388","00101715829"],"invoice_ids":["inv_45af5ab91c73b83560b4","inv_a77c996fb85ceca7be63","inv_f03b60e062baeb3fc7b9"],"observation_id":"obs_8131f54ef09ca1d7f3ac","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":3.91,"augmentation_metadata":{"downscale_factor":0.865,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.658,"brightness_factor":1.061,"blur_sigma":0.609,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":90,"documents":[{"rotation_deg":1.014,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.288,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.08,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FAA"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":5805338731432290118,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 10044940\\nICD\\n\\n--- FACTURA ---\\n\\nFELIX CACLIOSTRO HERRERA ROMERO ROMERO\\nFELIX CACLIOSTRO HERRERA ROMERO ROMERO\\nRNC: 00113636559\\nCLIENTE: R CRUZ CONSTRUCTION & SERVICES SRL\\nRNC CLIENTE: 132996331\\nFACTURA DE CREDITO FISCAL\\nNCF: B0238758019\\nFACTURA NO.: 9256029\\nAUTORIZACION: 53754866\\nTELEFONO: 809-752-9298\\nFECHA: 07/10/2024  HORA: 18:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             3,600.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            777.98\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,729.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,108.88\\nIMPUESTO ITBIS RD$       1,099.60\\nTOTAL RD$           7,208.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3985334\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 50431948\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nF M DISENOS Y CONSTRUCCIONE CXA\\nF M DISENOS Y CONSTRUCCIONE CXA\\nRNC EMISOR: 101168137\\nCLIENTE: MARANATHA TRADING GROUP SRL\\nRNC CLIENTE: 132239679\\nFACTURA DE CREDITO FISCAL\\nNCF: B0234090245\\nFACTURA NO.: 2832626\\nAUTORIZACION: 155221857\\nTELEFONO: 809-336-6616\\nFECHA: 07/02/2024  HORA: 10:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  METRO3    ARENA GRIS LAVADA GRUESA     8,924.85\\n    3  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      991.50\\n----------------------------------------------\\nSUB-TOTAL RD$        9,916.35\\nITBIS RD$           0.00\\nTOTAL RD$           9,916.35\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3554270\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 53164183\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\"}","template_ids":[5,6,13],"business_categories":["comercio_general","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["132811781","00113636559","101168137"],"invoice_ids":["inv_8fdec498e4b8c2f411b0","inv_1e9cbe1bac087c13199c","inv_33dbd5082d6d394831db"],"observation_id":"obs_b54197572c683fc5f4fd","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.72,"augmentation_metadata":{"downscale_factor":0.91,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.011,"brightness_factor":0.942,"blur_sigma":0.352,"crop_applied":false,"camera_distance_factors":[0.937,0.963,0.912],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":22.78,"jpeg_quality":95,"documents":[{"rotation_deg":0.257,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.736,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.214,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ICD"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7357856672272004522,"difficulty":"hard","split":"train"}
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{"image":"images/607_004335.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132192605\",\"ncf\":\"B0148515239\",\"fecha_comprobante\":\"20251214\",\"monto_facturado\":103056.00,\"itbis_facturado\":18550.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":121606.08,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSORCIO CONCREMAT PROYECTO TREINTA\\nRNC EMISOR: 130479862\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAINPAGE SOCIEDADE GESTORA DE PARTICIPA\\nRNC CLIENTE: 132192605\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0148515239\\nFACTURA NO.: 7139786\\nAUTORIZACION: 992191495\\nTELEFONO: 809-725-8799\\nFECHA: 14/12/2025  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    33,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   25,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,000.00\\n   14  PAGINA    TRADUCCION DE DOCUMENTOS    35,056.00\\n----------------------------------------------\\nSUBTOTAL RD$      103,056.00\\nITBIS RD$      18,550.08\\nTOTAL RD$         121,606.08\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6727435\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 37214204\\nDETALLE DE SERVICIOS\\nArchivado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130479862"],"invoice_ids":["inv_e6d70840200b7662fef4"],"observation_id":"obs_865e6253bf0646f4b0dc","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.814,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.851,"brightness_factor":1.045,"blur_sigma":0.368,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.78,"jpeg_quality":82,"documents":[{"rotation_deg":0.51,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14876172184529563230,"difficulty":"medium","split":"train"}
{"image":"images/606_004336.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132053249\",\"ncf\":\"B1516152907\",\"fecha_comprobante\":\"20250830\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2243.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"INVERSIONES NOJO\\nINVERSIONES NOJO SRL\\nRNC: 132053249\\nCLIENTE: MANGUERAS CORDERO SRL\\nRNC CLIENTE: 130141991\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1516152907\\nFACTURA NO.: 5023331\\nAUTORIZACION: 260158592\\nTELEFONO: 809-701-5611\\nFECHA: 30/08/2025  HORA: 16:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                      53.99\\n  6.5  LIBRA     POLLO FRESCO LIBRA\\n                                     533.00\\n  2.5  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     445.00\\n    3  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     672.00\\n    1  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                     540.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,243.99\\nITBIS RD$           0.00\\nTOTAL RD$           2,243.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 352886\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 81541544\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["132053249"],"invoice_ids":["inv_2361eb563ab5626081a0"],"observation_id":"obs_8e0ced48330a4c8c607b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":8.07,"augmentation_metadata":{"downscale_factor":0.731,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.701,"brightness_factor":1.09,"blur_sigma":0.294,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.82,"jpeg_quality":84,"documents":[{"rotation_deg":1.073,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7994696960764898562,"difficulty":"medium","split":"train"}
{"image":"images/607_004337.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00201339173\",\"ncf\":\"E324953470921\",\"fecha_comprobante\":\"20250101\",\"monto_facturado\":138500.00,\"itbis_facturado\":24930.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":113712.11,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":49717.89,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132070992\",\"ncf\":\"B1561899499\",\"fecha_comprobante\":\"20251229\",\"monto_facturado\":248000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":248000.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LONDON BOX\\nRNC EMISOR: 130907056\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN ROSARIO SOTO\\nRNC CLIENTE: 00201339173\\nFACTURA DE CREDITO FISCAL\\nNCF: E324953470921\\nFACTURA NO.: 0332496\\nAUTORIZACION: 225965046\\nTELEFONO: 809-286-9618\\nFECHA: 01/01/2025  HORA: 13:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  11,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  75,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  12,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  40,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      138,500.00\\nITBIS 18% RD$      24,930.00\\nTOTAL RD$         163,430.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8593565\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 39823766\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nAGORA SOFTWARE DOMINICANA\\nRNC EMISOR: 132824857\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA HENRIQUEZ TAVERAS SRL\\nRNC CLIENTE: 132070992\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1561899499\\nFACTURA NO.: 9574338\\nAUTORIZACION: 295227192\\nTELEFONO: 809-223-6893\\nFECHA: 29/12/2025  HORA: 14:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 112,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  15,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  59,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  61,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      248,000.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         248,000.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7695676\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 71253074\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,1],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130907056","132824857"],"invoice_ids":["inv_309393fcbad3a0f0b1ab","inv_0ab9eef36e772f3c5323"],"observation_id":"obs_a59b0ba76167ed66ced2","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.972,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.946,"brightness_factor":1.026,"blur_sigma":0.117,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.47,"jpeg_quality":95,"documents":[{"rotation_deg":-0.717,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.311,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":18081552863947677402,"difficulty":"medium","split":"train"}
{"image":"images/606_004338.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133600706\",\"ncf\":\"B1448114744\",\"fecha_comprobante\":\"20250116\",\"monto_facturado_servicios\":31929.00,\"monto_facturado_bienes\":1671.90,\"itbis_facturado\":6048.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":3192.90,\"forma_pago\":4}],\"ocr\":\"EL SAZON DE DOÑA GERMANIA\\nEL SAZON DE DOÑA GERMANIA SRL\\nRNC EMISOR: 133600706\\nCLIENTE: INCUBADORA NACIONAL S R L\\nRNC CLIENTE: 102344361\\nFACTURA DE CREDITO FISCAL\\nNCF: B1448114744\\nFACTURA NO.: 4780380\\nAUTORIZACION: 209234955\\nTELEFONO: 809-865-1172\\nFECHA: 16/01/2025  HORA: 18:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    POLLO A LA PLANCHA           1,671.90\\n    1  SERVICIO  SERVICIO DE CATERING        31,929.00\\n----------------------------------------------\\nSUBTOTAL RD$       33,600.90\\nITBIS RD$       6,048.16\\nPROPINA LEGAL RD$     3,192.90\\nTOTAL RD$          42,841.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2797139\\nGRACIAS POR SU COMPRA\\nESD\"}","template_ids":[13],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["133600706"],"invoice_ids":["inv_456145c783f66849f801"],"observation_id":"obs_2cebdc1a9fe36abbb76e","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.89,"augmentation_metadata":{"downscale_factor":0.6,"red_scale":1.06,"blue_scale":0.94,"contrast_factor":1.084,"brightness_factor":1.075,"blur_sigma":0.82,"crop_applied":false,"camera_distance_factors":[0.967],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.48,"jpeg_quality":81,"documents":[{"rotation_deg":4.715,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ESD"}]},"num_invoices":1,"seed":9724281581461543501,"difficulty":"very_hard","split":"train"}
{"image":"images/607_004339.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102868845\",\"ncf\":\"B0279870465\",\"fecha_comprobante\":\"20250919\",\"monto_facturado\":4787.00,\"itbis_facturado\":861.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":5648.66,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130335699\",\"ncf\":\"E441457467133\",\"fecha_comprobante\":\"20250320\",\"monto_facturado\":39543.95,\"itbis_facturado\":7117.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":46661.86,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131364012\",\"ncf\":\"B0255227591\",\"fecha_comprobante\":\"20250826\",\"monto_facturado\":23638.96,\"itbis_facturado\":4255.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27893.97,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HISPANIOLA TRADING COMPANY CXA\\nRNC EMISOR: 101063068\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JORGE LUIS ORTIZ\\nRNC CLIENTE: 03102868845\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0279870465\\nFACTURA NO.: 5095299\\nAUTORIZACION: 686032119\\nTELEFONO: 809-905-1776\\nFECHA: 19/09/2025  HORA: 10:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,787.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,787.00\\nIMPUESTO ITBIS RD$         861.66\\nTOTAL RD$           5,648.66\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5668245\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDEL POZO INTL\\nRNC EMISOR: 132378598\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA LA ENCENADA S A\\nRNC CLIENTE: 130335699\\nFACTURA DE CREDITO FISCAL\\nNCF E441457467133\\nFACTURA NO.: 1192094\\nAUTORIZACION: 974973294\\nTELEFONO: 809-526-2302\\nFECHA: 20/03/2025  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    UNIFORME EMPRESARIAL         4,482.00\\n    5  UNIDAD    CAMISA DE VESTIR             9,485.00\\n    4  UNIDAD    PANTALON CASUAL             12,762.00\\n    1  SERVICIO  AJUSTE Y CONFECCION          1,238.95\\n    4  UNIDAD    CALZADO CASUAL              11,576.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       39,543.95\\nITBIS 18% RD$       7,117.91\\nTOTAL RD$          46,661.86\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9714852\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 53826793\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nJUAN ISIDRO ACOSTA SAVINO\\nRNC EMISOR: 02800128957\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RIVIA SRL\\nRNC CLIENTE: 131364012\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0255227591\\nFACTURA NO.: 6842136\\nAUTORIZACION: 179577614\\nTELEFONO: 809-816-5809\\nFECHA: 26/08/2025  HORA: 17:03\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 19,295.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,796.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,454.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    497.98\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    595.98\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       23,638.96\\nIMPUESTO ITBIS RD$       4,255.01\\nTOTAL RD$          27,893.97\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5227873\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 81404485\"}","template_ids":[5,10,9],"business_categories":["comercio_general","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101063068","132378598","02800128957"],"invoice_ids":["inv_da415f07627637e6399d","inv_b7e5c80da3381c9ef0f5","inv_f5807a3874b272abeb23"],"observation_id":"obs_bbe55937467ab5bca0d0","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.836,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":1.07,"brightness_factor":0.938,"blur_sigma":0.385,"crop_applied":false,"camera_distance_factors":[0.886,0.903,0.901],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":28.35,"jpeg_quality":93,"documents":[{"rotation_deg":-0.168,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.952,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.22,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14046852637712371698,"difficulty":"hard","split":"test"}
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{"image":"images/606_004348.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133316821\",\"ncf\":\"E452160011448\",\"fecha_comprobante\":\"20250623\",\"monto_facturado_servicios\":1012.00,\"monto_facturado_bienes\":7650.00,\"itbis_facturado\":1559.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131894879\",\"ncf\":\"E440379668293\",\"fecha_comprobante\":\"20240227\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1062.00,\"itbis_facturado\":191.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JM JOHANSER MONEGRO BUSINESS\\nJM JOHANSER MONEGRO BUSINESS SRL\\nRNC EMISOR: 133316821\\nCLIENTE: GISSELLE PALADART FOOD SRL\\nRNC CLIENTE: 131151592\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452160011448\\nFACTURA NO.: 7755484\\nAUTORIZACION: 945401621\\nTELEFONO: 809-841-9345\\nFECHA: 23/06/2025  HORA: 13:52\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,012.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  3,561.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    732.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  3,357.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        8,662.00\\nITBIS RD$       1,559.16\\nTOTAL RD$          10,221.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5404185\\nGRACIAS POR SU COMPRA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nTORIBIO TEJADA IMPORT\\nTORIBIO TEJADA IMPORT SRL\\nRNC 131894879\\nCLIENTE: ABREU Y ASOCIADOS S A\\nRNC CLIENTE: 101697725\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440379668293\\nFACTURA NO.: 2485602\\nAUTORIZACION: 223905223\\nTELEFONO: 809-308-3981\\nFECHA: 27/02/2024  HORA: 19:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,062.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,062.00\\nITBIS RD$         191.16\\nTOTAL RD$           1,253.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4997664\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 77071708\\nTTI\"}","template_ids":[9,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133316821","131894879"],"invoice_ids":["inv_7374a8161ee652449421","inv_9c308acdeb2bdc11dfce"],"observation_id":"obs_e7f836bf8dbf4ad659af","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":6.57,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.984,"brightness_factor":0.922,"blur_sigma":0.357,"crop_applied":false,"camera_distance_factors":[0.955,0.892],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":26.88,"jpeg_quality":89,"documents":[{"rotation_deg":-0.152,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.201,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"TTI"}]},"num_invoices":2,"seed":3897936601691773944,"difficulty":"medium","split":"train"}
{"image":"images/607_004349.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101704071\",\"ncf\":\"E326521833887\",\"fecha_comprobante\":\"20250617\",\"monto_facturado\":12043.00,\"itbis_facturado\":2167.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":14210.74,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AYUNTAMIENTO MUNICIPAL VILLA MONTELLANO\\nRNC EMISOR: 405051622\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDUARDO DE LA ROCHA IMPORTADOR EXPORTAD\\nRNC CLIENTE: 101704071\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326521833887\\nFACTURA NO.: 5513025\\nAUTORIZACION: 867876313\\nTELEFONO: 809-649-3411\\nFECHA: 17/06/2025  HORA: 19:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        10,973.00\\n    2  UNIDAD    MATERIAL DE OFICINA          1,070.00\\n----------------------------------------------\\nSUBTOTAL RD$       12,043.00\\nIMPUESTO ITBIS RD$       2,167.74\\nTOTAL RD$          14,210.74\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9731856\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["405051622"],"invoice_ids":["inv_56166450c78c4aabb699"],"observation_id":"obs_348433558770e1f43ba1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":1.03,"brightness_factor":1.019,"blur_sigma":0.165,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.11,"jpeg_quality":96,"documents":[{"rotation_deg":-0.622,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12504886675618158425,"difficulty":"light","split":"validation"}
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{"image":"images/607_004351.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130165696\",\"ncf\":\"E445883196375\",\"fecha_comprobante\":\"20250919\",\"monto_facturado\":4213.00,\"itbis_facturado\":758.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4971.34,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101790172\",\"ncf\":\"B1510326058\",\"fecha_comprobante\":\"20241210\",\"monto_facturado\":1476.00,\"itbis_facturado\":265.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1741.68,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03105193944\",\"ncf\":\"E321472655030\",\"fecha_comprobante\":\"20240404\",\"monto_facturado\":10000.00,\"itbis_facturado\":1800.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8327.05,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3472.95,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EDWIN DE LEON ABREU\\nRNC EMISOR: 05000389451\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OMMTECK S A\\nRNC CLIENTE: 130165696\\nFACTURA DE CREDITO FISCAL\\nNCF: E445883196375\\nFACTURA NO.: 5046185\\nAUTORIZACION: 476780427\\nTELEFONO: 809-476-7006\\nFECHA: 19/09/2025  HORA: 14:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   4,213.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,213.00\\nIMPUESTO ITBIS RD$         758.34\\nTOTAL RD$           4,971.34\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1749802\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 50045393\\n\\n--- FACTURA ---\\n\\nFRANCO RAMON CHECO TAVAREZ TAVAREZ\\nRNC EMISOR: 03100256324\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WARNER INSULACION & ASOCIADOS\\nRNC CLIENTE: 101790172\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1510326058\\nFACTURA NO.: 9282366\\nAUTORIZACION: 867765925\\nTELEFONO: 809-946-3018\\nFECHA: 10/12/2024  HORA: 09:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,476.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,476.00\\nIMPUESTO ITBIS RD$         265.68\\nTOTAL RD$           1,741.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8722994\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFOTOGENICO STUDIO\\nRNC EMISOR: 133350084\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JENEISI POLANCO FLETE\\nRNC CLIENTE: 03105193944\\nFACTURA DE CREDITO FISCAL\\nNCF E321472655030\\nFACTURA NO.: 9100068\\nAUTORIZACION: 634373854\\nTELEFONO: 809-698-9139\\nFECHA: 04/04/2024  HORA: 12:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  10,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       10,000.00\\nITBIS 18% RD$       1,800.00\\nTOTAL RD$          11,800.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 705573\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 63415127\"}","template_ids":[5,0,1],"business_categories":["transporte","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["05000389451","03100256324","133350084"],"invoice_ids":["inv_07c0451ef3af2f4146d3","inv_0911f5e013a9e93ee277","inv_2529eee82d15d3c48de3"],"observation_id":"obs_642ed52b60bd1550789f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":5.0,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.976,"brightness_factor":1.017,"blur_sigma":0.084,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":43.35,"jpeg_quality":88,"documents":[{"rotation_deg":-0.703,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.396,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.712,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11790550507701832732,"difficulty":"hard","split":"train"}
{"image":"images/606_004352.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132331079\",\"ncf\":\"E326215693067\",\"fecha_comprobante\":\"20250804\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":21352.68,\"itbis_facturado\":3843.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131121497\",\"ncf\":\"E442227147550\",\"fecha_comprobante\":\"20240719\",\"monto_facturado_servicios\":172500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":31050.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"RYANJOH CONSTRUCTORA\\nRYANJOH CONSTRUCTORA SRL\\nRNC EMISOR: 132331079\\nCLIENTE: ASECAP SRL\\nRNC CLIENTE: 131042589\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326215693067\\nFACTURA NO.: 6758216\\nAUTORIZACION: 515740306\\nTELEFONO: 809-550-2887\\nFECHA: 04/08/2025  HORA: 13:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  GALON     PINTURA ACRILICA SUPERIOR\\n                 1 GAL\\n                                   5,575.80\\n   12  UNIDAD    TOMA CORRIENTE DOBLE\\n                                   1,979.88\\n    4  QUINTAL   VARILLA CORRUGADA 3/8\\n                                  11,884.00\\n    2  UNIDAD    CERRADURA DE POMO\\n                                   1,913.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,352.68\\nITBIS RD$       3,843.48\\nTOTAL RD$          25,196.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7174566\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 10017065\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDEVELFAC TECHNOLOGY DEFT\\nDEVELFAC TECHNOLOGY DEFT SRL\\nRNC: 131121497\\nCLIENTE: FRANKLIN GUILLERMO MOQUETE\\nVALENZUELA\\nRNC CLIENTE: 00102399128\\nFACTURA DE CREDITO FISCAL\\nNCF E442227147550\\nFACTURA NO.: 1887026\\nAUTORIZACION: 212306536\\nTELEFONO: 809-560-1883\\nFECHA: 19/07/2024  HORA: 08:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  27,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  86,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  59,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      172,500.00\\nIMPUESTO ITBIS RD$      31,050.00\\nTOTAL RD$         203,550.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6150017\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 11599618\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\\nPendiente\"}","template_ids":[5,1],"business_categories":["construccion_ferreteria","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["132331079","131121497"],"invoice_ids":["inv_9085e7962bec146142f2","inv_c79cd9710702d4b5294e"],"observation_id":"obs_b23d6c9527537496ea04","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.797,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.657,"brightness_factor":1.03,"blur_sigma":0.481,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":80,"documents":[{"rotation_deg":0.037,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.447,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17849467899480908820,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 16363177\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCOLMADO LA YOLA\\nNELSON SURUN VASQUEZ\\nRNC 06100190104\\nCLIENTE: MINIMARKET LOPEZ QUIROZ SRL\\nRNC CLIENTE: 133597489\\nFACTURA DE CREDITO FISCAL\\nNCF E440597920949\\nFACTURA NO.: 2107764\\nAUTORIZACION: 651550325\\nTELEFONO: 809-859-9128\\nFECHA: 09/10/2024  HORA: 10:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    HABICHUELAS 800 G              279.00\\n    5  PAQUETE   AVENA EN HOJUELAS 500 G        454.75\\n    5  LIBRA     HARINA DE TRIGO LIBRA          145.00\\n    3  UNIDAD    ACEITE VEGETAL 1 GAL         1,483.50\\n----------------------------------------------\\nSUBTOTAL RD$        2,362.25\\nITBIS 18% RD$         267.03\\nTOTAL RD$           2,629.28\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5925363\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 58704965\\nACO\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nBREDEX INVESTMENTS\\nBREDEX INVESTMENTS SRL\\nRNC 131484702\\nCLIENTE: BOTICA LA FE SRL\\nRNC CLIENTE: 132827651\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311598813196\\nFACTURA NO.: 2304646\\nAUTORIZACION: 455154486\\nTELEFONO: 809-604-3750\\nFECHA: 21/08/2025  HORA: 14:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  13,563.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       13,563.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          13,563.99\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6994726\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 13655604\\n\\n--- FACTURA ---\\n\\nUPN\\nUNIDAD POSTAL NACIONAL S A\\nRNC: 101564164\\nCLIENTE: EMILIO D ACHILLE\\nRNC CLIENTE: 00112121066\\nFACTURA DE CREDITO FISCAL\\nNCF E319443039005\\nFACTURA NO.: 3704420\\nAUTORIZACION: 655146547\\nTELEFONO: 809-818-6568\\nFECHA: 20/12/2025  HORA: 14:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,170.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,607.99\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,500.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,331.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,535.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,144.98\\nITBIS 18% RD$       1,466.10\\nTOTAL RD$           9,611.08\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7932808\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 49412211\"}","template_ids":[1,5,0],"business_categories":["comercio_general","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02600559054","131484702","101564164"],"invoice_ids":["inv_1885f2865874216def5c","inv_3a2e4eed3207b155ea39","inv_42f5165ee157eb910661"],"observation_id":"obs_8d8931d2cb877f9fa241","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":4.21,"augmentation_metadata":{"downscale_factor":0.897,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.946,"brightness_factor":0.98,"blur_sigma":0.165,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.73,"jpeg_quality":94,"documents":[{"rotation_deg":-0.312,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.537,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.504,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ACO"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":626841000151097004,"difficulty":"hard","split":"test"}
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{"image":"images/606_004374.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133154422\",\"ncf\":\"E455519631173\",\"fecha_comprobante\":\"20240601\",\"monto_facturado_servicios\":1651.00,\"monto_facturado_bienes\":22006.65,\"itbis_facturado\":4258.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"03100178551\",\"ncf\":\"E450162448144\",\"fecha_comprobante\":\"20240401\",\"monto_facturado_servicios\":258500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":46530.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FERREMETALES CAYETANO\\nFERREMETALES CAYETANO SRL\\nRNC EMISOR: 133154422\\nCLIENTE: BEKER SERVICES SRL\\nRNC CLIENTE: 130855781\\nFACTURA DE CREDITO FISCAL\\nNCF E455519631173\\nFACTURA NO.: 3072959\\nAUTORIZACION: 994806013\\nTELEFONO: 809-817-4505\\nFECHA: 01/06/2024  HORA: 17:24\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    644.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 17,162.85\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,651.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,385.85\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  2,813.95\\n----------------------------------------------------------\\nSUBTOTAL RD$       23,657.65\\nIMPUESTO ITBIS RD$       4,258.38\\nTOTAL RD$          27,916.03\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6921669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 95921187\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDANILO MARTINEZ\\nDANILO MARTINEZ\\nRNC: 03100178551\\nCLIENTE: ADRIANO PEREZ GONDRES\\nRNC CLIENTE: 09200095132\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E450162448144\\nFACTURA NO.: 6769482\\nAUTORIZACION: 110802509\\nTELEFONO: 809-814-3551\\nFECHA: 01/04/2024  HORA: 10:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   68,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n    1  MES       SUPERVISION DE OBRA         90,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       52,500.00\\n    1  SERVICIO  ASESORIA TECNICA            30,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      258,500.00\\nIMPUESTO ITBIS RD$      46,530.00\\nTOTAL RD$         305,030.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5795505\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 89739405\\nDETALLE DE SERVICIOS\"}","template_ids":[9,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133154422","03100178551"],"invoice_ids":["inv_237b6bb4c0f305d96ab1","inv_860438833de759c461ff"],"observation_id":"obs_441b4b73aef13664e259","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":4.78,"augmentation_metadata":{"downscale_factor":0.454,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.054,"brightness_factor":1.008,"blur_sigma":0.755,"crop_applied":false,"camera_distance_factors":[0.914,0.979],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":77.6,"jpeg_quality":77,"documents":[{"rotation_deg":2.935,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.216,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11169490583551798040,"difficulty":"very_hard","split":"test"}
{"image":"images/607_004375.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130897794\",\"ncf\":\"E459717371364\",\"fecha_comprobante\":\"20240815\",\"monto_facturado\":356562.49,\"itbis_facturado\":64181.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":99.01,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":420842.75,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ENRICO RUGGIU\\nRNC EMISOR: 00114294572\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: J & J PLASTICS & RECYCLING SRL\\nRNC CLIENTE: 130897794\\nFACTURA DE CREDITO FISCAL\\nNCF: E459717371364\\nFACTURA NO.: 4578758\\nAUTORIZACION: 156870371\\nTELEFONO: 809-759-1843\\nFECHA: 15/08/2024  HORA: 08:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  16,911.00\\n    3  MES       ALQUILER DE LOCAL\\n                                 178,731.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   5,449.99\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 155,470.50\\n-------------------------------------------\\nSUB-TOTAL RD$      356,562.49\\nITBIS RD$      64,181.25\\nOTROS IMPUESTOS RD$      99.01\\nTOTAL RD$         420,842.75\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2272291\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00114294572"],"invoice_ids":["inv_a4faf9ff362c3ca00404"],"observation_id":"obs_3241ea3cf849f5b1ab62","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.66,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.959,"brightness_factor":1.022,"blur_sigma":0.195,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.74,"jpeg_quality":93,"documents":[{"rotation_deg":-0.733,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17802321449555854604,"difficulty":"light","split":"test"}
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{"image":"images/606_004384.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"102009775\",\"ncf\":\"E448109883008\",\"fecha_comprobante\":\"20241004\",\"monto_facturado_servicios\":714.00,\"monto_facturado_bienes\":7006.00,\"itbis_facturado\":1389.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"CONTINENTAL MANUFACTURING S A\\nCONTINENTAL MANUFACTURING S A\\nRNC 102009775\\nCLIENTE: JUSLANIE PHARMACY SRL\\nRNC CLIENTE: 133203962\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448109883008\\nFACTURA NO.: 6378855\\nAUTORIZACION: 535468053\\nTELEFONO: 809-967-4184\\nFECHA: 04/10/2024  HORA: 17:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA          6,208.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           798.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            714.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,720.00\\nITBIS RD$       1,389.60\\nTOTAL RD$           9,109.60\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 184346\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 16819325\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["102009775"],"invoice_ids":["inv_69d8d7f80ea537bec3c1"],"observation_id":"obs_328bd274418cb86a4bd7","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.763,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.846,"brightness_factor":1.002,"blur_sigma":0.407,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.36,"jpeg_quality":80,"documents":[{"rotation_deg":0.55,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13366334666135053463,"difficulty":"medium","split":"train"}
{"image":"images/607_004385.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131511511\",\"ncf\":\"E319765646263\",\"fecha_comprobante\":\"20251215\",\"monto_facturado\":1004.00,\"itbis_facturado\":180.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":323.04,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":861.68,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES JC LLUBERES\\nRNC EMISOR: 130065012\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PORTALATIN GUERRERO & ASOCIADOS SRL\\nRNC CLIENTE: 131511511\\nFACTURA DE CREDITO FISCAL\\nNCF E319765646263\\nFACTURA NO.: 1594499\\nAUTORIZACION: 253671000\\nTELEFONO: 809-921-4741\\nFECHA: 15/12/2025  HORA: 14:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,004.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,004.00\\nITBIS 18% RD$         180.72\\nTOTAL RD$           1,184.72\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 838483\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 20121135\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130065012"],"invoice_ids":["inv_b2f30af40b4ab44c073a"],"observation_id":"obs_297134f9306ee0c7fee6","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.788,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.745,"brightness_factor":1.04,"blur_sigma":0.398,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.79,"jpeg_quality":73,"documents":[{"rotation_deg":-0.814,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14783782782254978763,"difficulty":"hard","split":"train"}
{"image":"images/606_004386.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132381092\",\"ncf\":\"E458097881085\",\"fecha_comprobante\":\"20250318\",\"monto_facturado_servicios\":5710.00,\"monto_facturado_bienes\":22578.00,\"itbis_facturado\":5091.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"132422902\",\"ncf\":\"B1438436307\",\"fecha_comprobante\":\"20250714\",\"monto_facturado_servicios\":142643.85,\"monto_facturado_bienes\":2886.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CENTRO DE SONOGRAFIA INTEGRAL DE DR LUIS T\\nCENTRO DE SONOGRAFIA INTEGRAL DE DR LUIS\\nTAVAREZ\\nRNC EMISOR: 132381092\\nCLIENTE: RAMON JOAQUIN ESPINAL RAMOS\\nRNC CLIENTE: 00200206316\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458097881085\\nFACTURA NO.: 1971551\\nAUTORIZACION: 587694558\\nTELEFONO: 809-665-4158\\nFECHA: 18/03/2025  HORA: 18:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,615.00\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   5,710.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  12,963.00\\n-------------------------------------------\\nSUB-TOTAL RD$       28,288.00\\nITBIS 18% RD$       5,091.84\\nTOTAL RD$          33,379.84\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7343117\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 72135431\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEDUMED INTERNATIONAL\\nEDUMED INTERNATIONAL SRL\\nRNC: 132422902\\nCLIENTE: LUIS ALEJANDRO SUAREZ LEON\\nRNC CLIENTE: 40221034099\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1438436307\\nFACTURA NO.: 2854280\\nAUTORIZACION: 871984697\\nTELEFONO: 809-975-6614\\nFECHA: 14/07/2025  HORA: 12:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    CUADERNO 100 HOJAS\\n                                     144.95\\n    2  UNIDAD    LIBRO DE TEXTO\\n                                   2,742.00\\n    1  SERVICIO  CERTIFICACION\\n                                   7,315.00\\n    3  CURSO     CURSO DE CAPACITACION\\n                                  14,798.85\\n    5  MES       MENSUALIDAD ACADEMICA\\n                                 120,530.00\\n-------------------------------------------\\nSUBTOTAL RD$      145,530.80\\nITBIS 18% RD$           0.00\\nTOTAL RD$         145,530.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6962185\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 70714016\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEI\\nENTREGADO\\nProcesado\"}","template_ids":[1,0],"business_categories":["comercio_general","educacion"],"catalog_sources":[["curated"],["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["132381092","132422902"],"invoice_ids":["inv_0f103b64b1b2aff004b9","inv_6766870b2b7a70452714"],"observation_id":"obs_a0b894dd00a0ee943b7f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.32,"augmentation_metadata":{"downscale_factor":0.945,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.949,"brightness_factor":0.993,"blur_sigma":0.113,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":43.3,"jpeg_quality":89,"documents":[{"rotation_deg":0.669,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.713,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"EI"}]},"num_invoices":2,"seed":9112912149231385207,"difficulty":"medium","split":"train"}
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{"image":"images/607_004393.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133738562\",\"ncf\":\"E453939511327\",\"fecha_comprobante\":\"20240527\",\"monto_facturado\":30227.50,\"itbis_facturado\":5440.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":35668.45}],\"ocr\":\"INDUSTRIAS SOLUCASA\\nRNC EMISOR: 131736718\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTCAVAL GROUP SRL\\nRNC CLIENTE: 133738562\\nFACTURA DE CREDITO FISCAL\\nNCF E453939511327\\nFACTURA NO.: 5943174\\nAUTORIZACION: 282502362\\nTELEFONO: 809-402-5612\\nFECHA: 27/05/2024  HORA: 15:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  29,440.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     787.50\\n-------------------------------------------\\nSUBTOTAL RD$       30,227.50\\nITBIS 18% RD$       5,440.95\\nTOTAL RD$          35,668.45\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3596380\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131736718"],"invoice_ids":["inv_847a4da5b54b8344ccb1"],"observation_id":"obs_0344d8e04007f27ebd11","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":11.59,"augmentation_metadata":{"downscale_factor":0.659,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.594,"brightness_factor":1.054,"blur_sigma":0.366,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.82,"jpeg_quality":81,"documents":[{"rotation_deg":0.356,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17457858699166183255,"difficulty":"hard","split":"validation"}
{"image":"images/606_004394.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00118326354\",\"ncf\":\"B1595199829\",\"fecha_comprobante\":\"20250129\",\"monto_facturado_servicios\":10000.00,\"monto_facturado_bienes\":13700.00,\"itbis_facturado\":4266.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430198056\",\"ncf\":\"E322927376818\",\"fecha_comprobante\":\"20240123\",\"monto_facturado_servicios\":708.00,\"monto_facturado_bienes\":19749.95,\"itbis_facturado\":3682.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JESUS ALBERTO CAMACARO\\nJESUS ALBERTO CAMACARO\\nRNC: 00118326354\\nCLIENTE: GERARDO ANTONIO RODRIGUEZ GUZMAN\\nRNC CLIENTE: 03400631812\\nFACTURA DE CREDITO FISCAL\\nNCF B1595199829\\nFACTURA NO.: 0263087\\nAUTORIZACION: 153269829\\nTELEFONO: 809-926-3471\\nFECHA: 29/01/2025  HORA: 12:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                  10,000.00\\n    5  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   5,265.00\\n    7  UNIDAD    TOMA CORRIENTE DOBLE\\n                                   1,701.00\\n    9  UNIDAD    INTERRUPTOR SENCILLO\\n                                   1,134.00\\n  175  PIE       ALAMBRE ELECTRICO THHN NO.\\n                 12\\n                                   5,600.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,700.00\\nIMPUESTO ITBIS RD$       4,266.00\\nTOTAL RD$          27,966.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4422256\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 54701777\\nPAGADO\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO JUAN BOSCH\\nJUNTA DE CENTRO EDUCATIVO JUAN BOSCH\\nRNC EMISOR: 430198056\\nCLIENTE: ARDENAS BUSINESS GROUP EJPC EIRL\\nRNC CLIENTE: 132158695\\nFACTURA DE CREDITO FISCAL\\nNCF E322927376818\\nFACTURA NO.: 1447723\\nAUTORIZACION: 949899026\\nTELEFONO: 809-376-3081\\nFECHA: 23/01/2024  HORA: 14:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,030.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,359.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     708.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,360.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,457.95\\nIMPUESTO ITBIS RD$       3,682.43\\nTOTAL RD$          24,140.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4343563\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,0],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["00118326354","430198056"],"invoice_ids":["inv_db1c496fda0faf563abd","inv_5d30b1e489327c054c4f"],"observation_id":"obs_4d93693dcf0be55c70d1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.623,"brightness_factor":1.036,"blur_sigma":0.322,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.57,"jpeg_quality":89,"documents":[{"rotation_deg":1.565,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.836,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":18283726461672917517,"difficulty":"hard","split":"train"}
{"image":"images/607_004395.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22300106303\",\"ncf\":\"E316764190350\",\"fecha_comprobante\":\"20250512\",\"monto_facturado\":2982.00,\"itbis_facturado\":536.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3518.76,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PROMOTORA GREEN PALMS S R L\\nRNC EMISOR: 130381461\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDWIN RAFAEL LIRIANO CASTILLO\\nRNC CLIENTE: 22300106303\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316764190350\\nFACTURA NO.: 1075858\\nAUTORIZACION: 138567408\\nTELEFONO: 809-265-5402\\nFECHA: 12/05/2025  HORA: 08:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    2,982.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,982.00\\nITBIS 18% RD$         536.76\\nTOTAL RD$           3,518.76\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8548154\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["construccion_ferreteria"],"catalog_sources":[["proconsumidor_ferreteria_2025"]],"issuer_rncs":["130381461"],"invoice_ids":["inv_35699f85b1d7ffa12a5f"],"observation_id":"obs_addbf09827010a44403e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.5,"augmentation_metadata":{"downscale_factor":0.854,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.827,"brightness_factor":1.01,"blur_sigma":0.581,"crop_applied":false,"camera_distance_factors":[0.973],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.05,"jpeg_quality":78,"documents":[{"rotation_deg":0.857,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7001045852634844683,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 84205850\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFLS\\n\\n--- FACTURA ---\\n\\nDESARROLLO COSTA DEL SUR\\nRNC EMISOR: 130125376\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANDERSON ADRIAN NUÑEZ ABREU\\nRNC CLIENTE: 03105205714\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322032154071\\nFACTURA NO.: 1715048\\nAUTORIZACION: 964094690\\nTELEFONO: 809-825-6588\\nFECHA: 17/11/2025  HORA: 20:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       43,226.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       43,226.50\\nITBIS RD$       7,780.77\\nTOTAL RD$          51,007.27\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9901491\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 85363644\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFUNCRISGLOES\\nRNC EMISOR: 430140589\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PLANIFICADORES INT CXA\\nRNC CLIENTE: 101027738\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1527817086\\nFACTURA NO.: 5217248\\nAUTORIZACION: 981895094\\nTELEFONO: 809-384-5733\\nFECHA: 30/07/2025  HORA: 16:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   11,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       11,500.00\\nITBIS 18% RD$       2,070.00\\nTOTAL RD$          13,570.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9043076\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 58867126\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,4,2],"business_categories":["comercio_general","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["10000017573","130125376","430140589"],"invoice_ids":["inv_9a77c7873206d5ba5054","inv_18e068db14f2a88d1577","inv_27228273f05b6661c2ea"],"observation_id":"obs_48024fc6909877f96f15","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":3.97,"augmentation_metadata":{"downscale_factor":0.863,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.996,"brightness_factor":1.04,"blur_sigma":0.502,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.52,"jpeg_quality":91,"documents":[{"rotation_deg":0.106,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-2.164,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.653,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FLS"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":4724967501429769765,"difficulty":"hard","split":"train"}
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{"image":"images/607_004413.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101097876\",\"ncf\":\"E322049942736\",\"fecha_comprobante\":\"20240822\",\"monto_facturado\":32927.00,\"itbis_facturado\":5926.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":38853.86,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131052721\",\"ncf\":\"E323544962704\",\"fecha_comprobante\":\"20250701\",\"monto_facturado\":3177.00,\"itbis_facturado\":571.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3748.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ISLAND ROSE AROMAS\\nRNC EMISOR: 133398044\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LA ROMANOLA S A\\nRNC CLIENTE: 101097876\\nFACTURA DE CREDITO FISCAL\\nNCF: E322049942736\\nFACTURA NO.: 4370345\\nAUTORIZACION: 161582522\\nTELEFONO: 809-439-7721\\nFECHA: 22/08/2024  HORA: 12:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,395.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     367.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  29,676.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     489.00\\n-------------------------------------------\\nSUBTOTAL RD$       32,927.00\\nITBIS RD$       5,926.86\\nTOTAL RD$          38,853.86\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 180663\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 54663035\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nPEDRO JULIO DEL CARMEN MERCEDES MERCEDES\\nRNC EMISOR: 08500018604\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRO MARKET ALLIANCE PROMALL SRL\\nRNC CLIENTE: 131052721\\nFACTURA DE CREDITO FISCAL\\nNCF E323544962704\\nFACTURA NO.: 1389580\\nAUTORIZACION: 440392979\\nTELEFONO: 809-512-7085\\nFECHA: 01/07/2025  HORA: 10:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           369.00\\n    2  SERVICIO  SERVICIO DE ENTREGA          2,808.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,177.00\\nIMPUESTO ITBIS RD$         571.86\\nTOTAL RD$           3,748.86\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1083996\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 29240782\\nPJD\"}","template_ids":[5,13],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133398044","08500018604"],"invoice_ids":["inv_92587758595308eaee86","inv_a6b51619aa0a0abeb48b"],"observation_id":"obs_17d089c1ac0b9c2f0dd1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.985,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.031,"brightness_factor":0.995,"blur_sigma":0.121,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.96,"jpeg_quality":92,"documents":[{"rotation_deg":-0.253,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.512,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"PJD"}]},"num_invoices":2,"seed":16764361847129944808,"difficulty":"medium","split":"train"}
{"image":"images/606_004414.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101689528\",\"ncf\":\"E455163999913\",\"fecha_comprobante\":\"20250730\",\"monto_facturado_servicios\":102002.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18360.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"TRANSNAVE S A\\nTRANSNAVE S A\\nRNC EMISOR: 101689528\\nCLIENTE: MIGUEL ANGEL GUERRERO\\nRNC CLIENTE: 00105411821\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455163999913\\nFACTURA NO.: 6114369\\nAUTORIZACION: 629963317\\nTELEFONO: 809-889-2730\\nFECHA: 30/07/2025  HORA: 18:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     SERVICIO DE MENSAJERIA       3,726.00\\n    2  VIAJE     TRANSPORTE DE CARGA         74,126.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         2,490.50\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,657.00\\n    1  SERVICIO  GESTION LOGISTICA           20,003.00\\n----------------------------------------------\\nSUBTOTAL RD$      102,002.50\\nIMPUESTO ITBIS RD$      18,360.45\\nTOTAL RD$         120,362.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7583630\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 94607227\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["101689528"],"invoice_ids":["inv_6a9f5db0ef9827f92bad"],"observation_id":"obs_036b99b56ee37b0093e4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.91,"augmentation_metadata":{"downscale_factor":0.995,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.973,"brightness_factor":1.003,"blur_sigma":0.172,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.45,"jpeg_quality":91,"documents":[{"rotation_deg":0.391,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14537046212942557924,"difficulty":"light","split":"train"}
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{"image":"images/607_004417.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130551652\",\"ncf\":\"B1545816079\",\"fecha_comprobante\":\"20240714\",\"monto_facturado\":29446.00,\"itbis_facturado\":5300.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18666.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16079.42,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130494942\",\"ncf\":\"E448680820895\",\"fecha_comprobante\":\"20240517\",\"monto_facturado\":112000.00,\"itbis_facturado\":20160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":132160.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00111072682\",\"ncf\":\"B0249338651\",\"fecha_comprobante\":\"20240307\",\"monto_facturado\":2372.00,\"itbis_facturado\":426.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":2798.96}],\"ocr\":\"INVERSIONES J J G S A\\nRNC EMISOR: 101772123\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGROPECUARIA GLORIA IVETTE SRL\\nRNC CLIENTE: 130551652\\nFACTURA DE CREDITO FISCAL\\nNCF B1545816079\\nFACTURA NO.: 5148736\\nAUTORIZACION: 465494853\\nTELEFONO: 809-402-5897\\nFECHA: 14/07/2024  HORA: 17:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,396.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,115.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  24,935.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,446.00\\nITBIS RD$       5,300.28\\nTOTAL RD$          34,746.28\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5710591\\nGRACIAS POR SU COMPRA\\nCOPIA\\n\\n--- FACTURA ---\\n\\nPEJICA S A\\nRNC EMISOR: 101144572\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERRETERIA MADERERA LA HACIENDA S A\\nRNC CLIENTE: 130494942\\nFACTURA DE CREDITO FISCAL\\nNCF E448680820895\\nFACTURA NO.: 8767081\\nAUTORIZACION: 218966922\\nTELEFONO: 809-336-9824\\nFECHA: 17/05/2024  HORA: 11:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   31,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    31,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       35,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      112,000.00\\nITBIS RD$      20,160.00\\nTOTAL RD$         132,160.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8619548\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 20978153\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nAFP RESERVAS\\nRNC EMISOR: 101869399\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMIREZ ANTONIO MARIA HERNANDEZ\\nRNC CLIENTE: 00111072682\\nFACTURA DE CREDITO FISCAL\\nNCF: B0249338651\\nFACTURA NO.: 6804042\\nAUTORIZACION: 407696874\\nTELEFONO: 809-799-9696\\nFECHA: 07/03/2024  HORA: 18:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         2,372.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,372.00\\nITBIS 18% RD$         426.96\\nTOTAL RD$           2,798.96\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 4172752\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 97948413\\nRESUMEN\\nAR\\nREVISADO\"}","template_ids":[5,4,12],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101772123","101144572","101869399"],"invoice_ids":["inv_c6fc1f80ac48fb8074d6","inv_e5a86527d8008e288143","inv_408ca49645b07d5a92f7"],"observation_id":"obs_417eaba5fb59a430a634","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.53,"augmentation_metadata":{"downscale_factor":0.814,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.832,"brightness_factor":0.978,"blur_sigma":0.778,"crop_applied":false,"camera_distance_factors":[0.992,0.961,0.91],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":32.79,"jpeg_quality":81,"documents":[{"rotation_deg":-3.582,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.819,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-4.19,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"AR"}]},"num_invoices":3,"seed":2700944514704435285,"difficulty":"hard","split":"train"}
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{"image":"images/607_004433.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131593951\",\"ncf\":\"B0253664966\",\"fecha_comprobante\":\"20240423\",\"monto_facturado\":128500.00,\"itbis_facturado\":23130.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":107810.03,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":43819.97,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131136109\",\"ncf\":\"B1560131829\",\"fecha_comprobante\":\"20250827\",\"monto_facturado\":76633.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":76633.95,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131781977\",\"ncf\":\"B0267886002\",\"fecha_comprobante\":\"20251201\",\"monto_facturado\":31631.80,\"itbis_facturado\":5693.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19598.31,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17727.21,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PELLERANO CID GONZALEZ & ASOCIADOS S A\\nRNC EMISOR: 122026274\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRULLATTO S SRL\\nRNC CLIENTE: 131593951\\nFACTURA DE CREDITO FISCAL\\nNCF: B0253664966\\nFACTURA NO.: 5674208\\nAUTORIZACION: 737545040\\nTELEFONO: 809-351-5410\\nFECHA: 23/04/2024  HORA: 14:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA           7,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   25,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      11,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    58,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      128,500.00\\nIMPUESTO ITBIS RD$      23,130.00\\nTOTAL RD$         151,630.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4090585\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 69753256\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCAMOINSA\\nRNC EMISOR: 130452024\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL AUTO GAS SRL\\nRNC CLIENTE: 131136109\\nFACTURA DE CREDITO FISCAL\\nNCF B1560131829\\nFACTURA NO.: 6206788\\nAUTORIZACION: 916822393\\nTELEFONO: 809-211-6426\\nFECHA: 27/08/2025  HORA: 17:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   15,032.95\\n    1  SERVICIO  COMISION INMOBILIARIA       25,771.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   16,274.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       19,556.00\\n----------------------------------------------\\nSUBTOTAL RD$       76,633.95\\nITBIS RD$           0.00\\nTOTAL RD$          76,633.95\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6409394\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 33073336\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSTHEFANY DURAN COLLADO\\nRNC EMISOR: 05300395125\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: D ADNERB TIENDAS Y EXCLUSIVIDADES SRL\\nRNC CLIENTE: 131781977\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0267886002\\nFACTURA NO.: 0404993\\nAUTORIZACION: 581223589\\nTELEFONO: 809-953-3359\\nFECHA: 01/12/2025  HORA: 12:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    BANNER PUBLICITARIO         16,131.80\\n    4  UNIDAD    TARJETAS DE PRESENTACION    15,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       31,631.80\\nITBIS 18% RD$       5,693.72\\nTOTAL RD$          37,325.52\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1853826\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 49436803\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nENTREGADO\"}","template_ids":[4,13,6],"business_categories":["profesional","inmobiliario","publicidad_impresion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["122026274","130452024","05300395125"],"invoice_ids":["inv_8288922b76d56fc7ec73","inv_8579ebe26682053bd8b0","inv_94334ad2a56f3b056088"],"observation_id":"obs_0ef3a7e231a461afd6fe","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.72,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":1.047,"blue_scale":0.953,"contrast_factor":1.021,"brightness_factor":1.068,"blur_sigma":0.025,"crop_applied":false,"camera_distance_factors":[0.952,0.923,0.939],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.87,"jpeg_quality":92,"documents":[{"rotation_deg":-1.431,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.119,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.968,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7218426724463464049,"difficulty":"hard","split":"train"}
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{"image":"images/607_004453.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132527072\",\"ncf\":\"E458955228441\",\"fecha_comprobante\":\"20240624\",\"monto_facturado\":20865.50,\"itbis_facturado\":3755.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":24621.29,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133220938\",\"ncf\":\"E446208218131\",\"fecha_comprobante\":\"20240715\",\"monto_facturado\":18932.90,\"itbis_facturado\":3407.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":22340.82,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SV ENVIOS EXPRESS\\nRNC EMISOR: 133113198\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEFRAVI SRL\\nRNC CLIENTE: 132527072\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458955228441\\nFACTURA NO.: 4222150\\nAUTORIZACION: 594667718\\nTELEFONO: 809-389-2110\\nFECHA: 24/06/2024  HORA: 10:39\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                                 19,643.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                                  1,222.50\\n----------------------------------------------------------\\nSUB-TOTAL RD$       20,865.50\\nIMPUESTO ITBIS RD$       3,755.79\\nTOTAL RD$          24,621.29\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4577082\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 39613145\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\\n\\n--- FACTURA ---\\n\\nE NOVA ZM\\nRNC EMISOR: 133390337\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EVEREST1404 NO EIRL\\nRNC CLIENTE: 133220938\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446208218131\\nFACTURA NO.: 9853073\\nAUTORIZACION: 19090852\\nTELEFONO: 809-884-9413\\nFECHA: 15/07/2024  HORA: 19:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,097.95\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,170.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     650.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,014.95\\n-------------------------------------------\\nSUBTOTAL RD$       18,932.90\\nIMPUESTO ITBIS RD$       3,407.92\\nTOTAL RD$          22,340.82\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7971703\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 84838205\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\"}","template_ids":[9,5],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133113198","133390337"],"invoice_ids":["inv_60be17d30237e63accd2","inv_e799bfc2b440e0575ec2"],"observation_id":"obs_5aae50cdf9d8121b9989","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.24,"augmentation_metadata":{"downscale_factor":0.849,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.892,"brightness_factor":1.059,"blur_sigma":0.662,"crop_applied":false,"camera_distance_factors":[0.929,0.995],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.21,"jpeg_quality":77,"documents":[{"rotation_deg":1.273,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":4.142,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6788884246896958839,"difficulty":"medium","split":"train"}
{"image":"images/606_004454.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03104088285\",\"ncf\":\"E453895397791\",\"fecha_comprobante\":\"20240701\",\"monto_facturado_servicios\":824.99,\"monto_facturado_bienes\":10549.00,\"itbis_facturado\":2047.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PUERTAS Y VENTANAS HERMANOS BAEZ\\nALEJANDRA MERCEDES BAUTISTA GUZMAN\\nRNC 03104088285\\nCLIENTE: PEDRO PABLO JIMENEZ SANGIOVANNI\\nRNC CLIENTE: 00105320485\\nFACTURA DE CREDITO FISCAL\\nNCF: E453895397791\\nFACTURA NO.: 7674937\\nAUTORIZACION: 665460144\\nTELEFONO: 809-541-8609\\nFECHA: 01/07/2024  HORA: 09:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,473.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     916.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     824.99\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,160.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,373.99\\nITBIS 18% RD$       2,047.32\\nTOTAL RD$          13,421.31\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4071108\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 72448909\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03104088285"],"invoice_ids":["inv_f4535f3f57fbd17c83c1"],"observation_id":"obs_fa3ba6a2b293d4d3938a","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.44,"augmentation_metadata":{"downscale_factor":0.684,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.806,"brightness_factor":1.006,"blur_sigma":0.59,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.09,"jpeg_quality":76,"documents":[{"rotation_deg":-0.466,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10158024346742846874,"difficulty":"hard","split":"validation"}
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{"image":"images/606_004462.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05601706152\",\"ncf\":\"B1522511086\",\"fecha_comprobante\":\"20241005\",\"monto_facturado_servicios\":898.99,\"monto_facturado_bienes\":14466.00,\"itbis_facturado\":2765.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LUIS FRANCISCO PAINT CENTER\\nLUIS ANTONIO FRANCISCO CAMILO\\nRNC: 05601706152\\nCLIENTE: SENSEI SYSTEM SELF DEFENSE EIRL\\nRNC CLIENTE: 130751161\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1522511086\\nFACTURA NO.: 0647622\\nAUTORIZACION: 124834733\\nTELEFONO: 809-415-6730\\nFECHA: 05/10/2024  HORA: 15:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  11,964.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     898.99\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,506.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     996.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,364.99\\nITBIS RD$       2,765.70\\nTOTAL RD$          18,130.69\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9293943\\nGRACIAS POR SU COMPRA\\nRECIBIDO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05601706152"],"invoice_ids":["inv_48d5a97f651ac6d536e7"],"observation_id":"obs_668be6d8f6e981e34317","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":9.45,"augmentation_metadata":{"downscale_factor":0.566,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":1.048,"brightness_factor":1.045,"blur_sigma":0.837,"crop_applied":false,"camera_distance_factors":[0.959],"legibility_scale_corrections":[0.0],"final_contrast_stddev":84.43,"jpeg_quality":62,"documents":[{"rotation_deg":5.231,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13623751566595069639,"difficulty":"very_hard","split":"test"}
{"image":"images/607_004463.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03104050830\",\"ncf\":\"E456930273926\",\"fecha_comprobante\":\"20240526\",\"monto_facturado\":61500.00,\"itbis_facturado\":11070.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":72570.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"04701713572\",\"ncf\":\"E450893889257\",\"fecha_comprobante\":\"20250727\",\"monto_facturado\":11242.00,\"itbis_facturado\":2023.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13265.56,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40228171134\",\"ncf\":\"E452442548600\",\"fecha_comprobante\":\"20251030\",\"monto_facturado\":86596.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":33863.63,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":52732.37,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ROSA MARIA GIL LAZARA\\nRNC EMISOR: 04900026479\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALBERTO SANTIAGO REYES GOMEZ\\nRNC CLIENTE: 03104050830\\nFACTURA DE CREDITO FISCAL\\nNCF: E456930273926\\nFACTURA NO.: 1293669\\nAUTORIZACION: 911325932\\nTELEFONO: 809-940-8957\\nFECHA: 26/05/2024  HORA: 15:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                   8,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  15,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  38,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       61,500.00\\nITBIS 18% RD$      11,070.00\\nTOTAL RD$          72,570.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5969003\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 61938603\\nREVISADO\\n\\n--- FACTURA ---\\n\\nMODAS DEL PILAR\\nRNC EMISOR: 101039973\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSIRIS ALTAGRACIA ROMANO GRULLON\\nRNC CLIENTE: 04701713572\\nFACTURA DE CREDITO FISCAL\\nNCF: E450893889257\\nFACTURA NO.: 0599437\\nAUTORIZACION: 825872286\\nTELEFONO: 809-254-1509\\nFECHA: 27/07/2025  HORA: 10:56\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,306.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  4,088.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  5,848.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       11,242.00\\nITBIS RD$       2,023.56\\nTOTAL RD$          13,265.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5279858\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 56236037\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nMI CASA INMOBILIARIA PERIBE\\nRNC EMISOR: 132880471\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RUDDY JOSIAS ORTIZ LUGO\\nRNC CLIENTE: 40228171134\\nFACTURA DE CREDITO FISCAL\\nNCF: E452442548600\\nFACTURA NO.: 1437539\\nAUTORIZACION: 15444644\\nTELEFONO: 809-809-5735\\nFECHA: 30/10/2025  HORA: 09:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       ALQUILER DE LOCAL\\n                                  13,000.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  12,747.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  22,844.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  38,005.00\\n-------------------------------------------\\nSUB-TOTAL RD$       86,596.00\\nITBIS RD$           0.00\\nTOTAL RD$          86,596.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7068144\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 69643358\\nRECIBIDO\"}","template_ids":[5,9,0],"business_categories":["profesional","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04900026479","101039973","132880471"],"invoice_ids":["inv_16bb1f61015a05eb7938","inv_ba2154eb48363bc4f85a","inv_0f18930424fb24763704"],"observation_id":"obs_638ff6fea45be0c22312","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.33,"augmentation_metadata":{"downscale_factor":0.95,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":1.002,"brightness_factor":0.97,"blur_sigma":0.117,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.14,"jpeg_quality":94,"documents":[{"rotation_deg":0.398,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.307,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.797,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17512530208907314739,"difficulty":"hard","split":"train"}
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{"image":"images/606_004466.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101190256\",\"ncf\":\"E451831147104\",\"fecha_comprobante\":\"20250602\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1053.95,\"itbis_facturado\":189.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"TV-IDEA S A\\nTV-IDEA S A\\nRNC EMISOR: 101190256\\nCLIENTE: ISMAEL ORLANDO RAMOS\\nRNC CLIENTE: 02500241191\\nFACTURA DE CREDITO FISCAL\\nNCF E451831147104\\nFACTURA NO.: 6145751\\nAUTORIZACION: 459795422\\nTELEFONO: 809-316-6661\\nFECHA: 02/06/2025  HORA: 16:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,053.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,053.95\\nITBIS 18% RD$         189.71\\nTOTAL RD$           1,243.66\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9035414\\nGRACIAS POR SU COMPRA\\nPendiente\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101190256"],"invoice_ids":["inv_925160a702bc1e2dea7c"],"observation_id":"obs_ff91435eaf0522144a79","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":12.28,"augmentation_metadata":{"downscale_factor":0.778,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.729,"brightness_factor":1.043,"blur_sigma":0.406,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.79,"jpeg_quality":84,"documents":[{"rotation_deg":-0.786,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9200734139513886318,"difficulty":"medium","split":"test"}
{"image":"images/607_004467.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00104845177\",\"ncf\":\"B1426566926\",\"fecha_comprobante\":\"20250821\",\"monto_facturado\":17036.97,\"itbis_facturado\":3066.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9299.15,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10804.47,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAFAEL ANTONIO ROBLES MARTINEZ MARTINEZ\\nRNC EMISOR: 00108828930\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON GERALDO\\nRNC CLIENTE: 00104845177\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1426566926\\nFACTURA NO.: 2326516\\nAUTORIZACION: 215963049\\nTELEFONO: 809-980-1803\\nFECHA: 21/08/2025  HORA: 15:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,053.98\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,576.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,758.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,102.99\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     546.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,036.97\\nITBIS 18% RD$       3,066.65\\nTOTAL RD$          20,103.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6558899\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00108828930"],"invoice_ids":["inv_0c6d67fe6321899158e5"],"observation_id":"obs_0b470c8c4e722be09bcc","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":9.95,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.912,"brightness_factor":1.016,"blur_sigma":0.54,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":57.76,"jpeg_quality":85,"documents":[{"rotation_deg":0.018,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2647340443183278272,"difficulty":"hard","split":"train"}
{"image":"images/606_004468.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131565859\",\"ncf\":\"B1577569731\",\"fecha_comprobante\":\"20251015\",\"monto_facturado_servicios\":10000.00,\"monto_facturado_bienes\":91.00,\"itbis_facturado\":1816.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430089656\",\"ncf\":\"E322624379112\",\"fecha_comprobante\":\"20251009\",\"monto_facturado_servicios\":191500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":34470.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"00107073991\",\"ncf\":\"E310546860704\",\"fecha_comprobante\":\"20240315\",\"monto_facturado_servicios\":166000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":29880.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133517655\",\"ncf\":\"B0299960381\",\"fecha_comprobante\":\"20250118\",\"monto_facturado_servicios\":86000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15480.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"BALBISA B & G CONSTRUCTION\\nBALBISA B & G CONSTRUCTION SRL\\nRNC 131565859\\nCLIENTE: ESTUDIO PWP S A\\nRNC CLIENTE: 130705763\\nFACTURA DE CREDITO FISCAL\\nNCF: B1577569731\\nFACTURA NO.: 6049012\\nAUTORIZACION: 459530488\\nTELEFONO: 809-435-2729\\nFECHA: 15/10/2025  HORA: 10:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA       10,000.00\\n    1  UNIDAD    BOMBILLO LED 9 W                91.00\\n----------------------------------------------\\nSUBTOTAL RD$       10,091.00\\nITBIS RD$       1,816.38\\nTOTAL RD$          11,907.38\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 819935\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nVerificado\\n\\n--- FACTURA ---\\n\\nFUNDACION ZWAZO FZWA\\nFUNDACION ZWAZO FZWA\\nRNC EMISOR: 430089656\\nCLIENTE: MARIA ALTAGRACIA GIRON MOTA\\nRNC CLIENTE: 02500288986\\nFACTURA DE CREDITO FISCAL\\nNCF E322624379112\\nFACTURA NO.: 4533520\\nAUTORIZACION: 119560586\\nTELEFONO: 809-550-2019\\nFECHA: 09/10/2025  HORA: 20:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       42,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    57,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   92,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      191,500.00\\nITBIS 18% RD$      34,470.00\\nTOTAL RD$         225,970.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9306090\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 47311504\\nDETALLE DE SERVICIOS\\nEntregado\\n\\n--- FACTURA ---\\n\\nMIGUEL ANTONIO CALDERON MARTE\\nMIGUEL ANTONIO CALDERON MARTE\\nRNC 00107073991\\nCLIENTE: WORLDLINK CONSULTANCY SERVICES SRL\\nRNC CLIENTE: 130705844\\nFACTURA DE CREDITO FISCAL\\nNCF: E310546860704\\nFACTURA NO.: 3986667\\nAUTORIZACION: 471666420\\nTELEFONO: 809-644-5900\\nFECHA: 15/03/2024  HORA: 16:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   3,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  18,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  57,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  10,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  77,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      166,000.00\\nITBIS RD$      29,880.00\\nTOTAL RD$         195,880.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7965559\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 77407586\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nLENIN TU CAMBIO\\nLENIN TU CAMBIO SRL\\nRNC 133517655\\nCLIENTE: ARTESANIA TAMBORIL SRL\\nRNC CLIENTE: 130207127\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0299960381\\nFACTURA NO.: 3433171\\nAUTORIZACION: 858873299\\nTELEFONO: 809-290-4352\\nFECHA: 18/01/2025  HORA: 15:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       20,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   30,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       27,500.00\\n    1  SERVICIO  ASESORIA TECNICA             8,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       86,000.00\\nITBIS 18% RD$      15,480.00\\nTOTAL RD$         101,480.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2336134\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 62798414\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[7,4,5,3],"business_categories":["construccion_ferreteria","profesional","profesional","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"],["curated"]],"issuer_rncs":["131565859","430089656","00107073991","133517655"],"invoice_ids":["inv_6a1d14e439a137b225c1","inv_10d7aa7bec22e20c9269","inv_110897fa7e2ed91c7e2c","inv_0419c12133b0d03cf47e"],"observation_id":"obs_4997bd9dada0ed56a0eb","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.992,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.081,"brightness_factor":1.058,"blur_sigma":0.049,"crop_applied":false,"camera_distance_factors":[0.979,0.961,0.952,0.922],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":84.46,"jpeg_quality":89,"documents":[{"rotation_deg":0.568,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.241,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.94,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.522,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":15344178412384111593,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_004471.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"08700197141\",\"ncf\":\"E329629232858\",\"fecha_comprobante\":\"20240517\",\"monto_facturado\":81000.00,\"itbis_facturado\":14580.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":95580.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MINISTERIO EVANGELISTICO RECONCILIACION Y \\nRNC EMISOR: 430263771\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOJANCER ALEXANDER LANTIGUA\\nRNC CLIENTE: 08700197141\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329629232858\\nFACTURA NO.: 2286875\\nAUTORIZACION: 544062847\\nTELEFONO: 809-969-7474\\nFECHA: 17/05/2024  HORA: 20:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         58,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       23,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       81,000.00\\nITBIS RD$      14,580.00\\nTOTAL RD$          95,580.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6216130\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 38767484\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430263771"],"invoice_ids":["inv_dd1f2a1e95921ca37c56"],"observation_id":"obs_f58b62c0c422acb5c960","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.898,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.782,"brightness_factor":1.082,"blur_sigma":0.637,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.9,"jpeg_quality":81,"documents":[{"rotation_deg":-0.016,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13531845746142784092,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 24940535\\n\\n--- FACTURA ---\\n\\nOECS PHARMACEUTICAL\\nRNC EMISOR: 130546746\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BICIBOMBO SRL\\nRNC CLIENTE: 132437039\\nFACTURA DE CREDITO FISCAL\\nNCF E315944466670\\nFACTURA NO.: 6609535\\nAUTORIZACION: 878840911\\nTELEFONO: 809-675-6514\\nFECHA: 29/11/2024  HORA: 14:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  27,292.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,176.50\\n-------------------------------------------\\nSUB-TOTAL RD$       28,468.50\\nITBIS 18% RD$       5,124.33\\nTOTAL RD$          33,592.83\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5713425\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 74369710\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nCAMBIO DE DIVISAS W Y L\\nRNC EMISOR: 05401538599\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: P C INMOBILIARIA SRL\\nRNC CLIENTE: 101895144\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318650881266\\nFACTURA NO.: 0552952\\nAUTORIZACION: 316629235\\nTELEFONO: 809-498-7082\\nFECHA: 22/02/2025  HORA: 16:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,256.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,256.00\\nITBIS 18% RD$         226.08\\nTOTAL RD$           1,482.08\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 3817230\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 79734441\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCDD\\nCargo a oficina\"}","template_ids":[2,0,1],"business_categories":["colmado_alimentos","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00109837526","130546746","05401538599"],"invoice_ids":["inv_3bceeee4e010165d0cc0","inv_b16f0a07986e2ba19760","inv_726579a87e0e3e3dccf7"],"observation_id":"obs_553e0dfbda38fa311d17","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.776,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.823,"brightness_factor":1.069,"blur_sigma":0.552,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.97,"jpeg_quality":82,"documents":[{"rotation_deg":0.312,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.334,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.856,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"CDD"}]},"num_invoices":3,"seed":3008983478431905191,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 82784824\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\\n\\n--- FACTURA ---\\n\\nDSMART COMPANY S A\\nDSMART COMPANY S A\\nRNC: 130290857\\nCLIENTE: TAIS S A\\nRNC CLIENTE: 130233187\\nFACTURA DE CREDITO FISCAL\\nNCF E452737095331\\nFACTURA NO.: 3045605\\nAUTORIZACION: 13393622\\nTELEFONO: 809-724-6203\\nFECHA: 20/03/2025  HORA: 10:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      243,352.95\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    4,681.95\\n    1  SERVICIO  TASACION DE PROPIEDAD       26,183.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   25,270.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      299,488.85\\nITBIS 18% RD$      53,907.99\\nTOTAL RD$         353,396.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 977855\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 49015713\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nG T MARKETING GROUP\\nG T MARKETING GROUP S A\\nRNC: 130319431\\nCLIENTE: FERNANDO CARAXIOLO LEBRON TAVAREZ\\nRNC CLIENTE: 00114870231\\nFACTURA DE CREDITO FISCAL\\nNCF: B0166269736\\nFACTURA NO.: 8531287\\nAUTORIZACION: 838000510\\nTELEFONO: 809-606-6867\\nFECHA: 17/08/2025  HORA: 15:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  IMPRESION FULL COLOR        29,415.90\\n    4  UNIDAD    TARJETAS DE PRESENTACION     6,628.00\\n    2  UNIDAD    BANNER PUBLICITARIO         13,986.00\\n    1  SERVICIO  DISENO GRAFICO              22,304.99\\n----------------------------------------------\\nSUB-TOTAL RD$       72,334.89\\nITBIS 18% RD$      13,020.28\\nTOTAL RD$          85,355.17\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1663131\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 61222113\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[1,4,2],"business_categories":["comercio_general","inmobiliario","publicidad_impresion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03400512798","130290857","130319431"],"invoice_ids":["inv_c3d547399f2d0fdf4b9c","inv_2ff071419ebeb8ecda8d","inv_6e73c66f78b60039b1c2"],"observation_id":"obs_1cc7115193705ab0c1eb","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.86,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.896,"brightness_factor":0.93,"blur_sigma":0.042,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":38.76,"jpeg_quality":81,"documents":[{"rotation_deg":1.031,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.665,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.287,"perspective":0.018,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13604945144191757667,"difficulty":"hard","split":"train"}
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{"image":"images/607_004487.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130479623\",\"ncf\":\"E442247246106\",\"fecha_comprobante\":\"20250929\",\"monto_facturado\":2252.00,\"itbis_facturado\":405.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":2657.36}],\"ocr\":\"HENRIQUEZ CAOLO & ASOCIADOS S A\\nRNC EMISOR: 122002652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES FANVNSA SRL\\nRNC CLIENTE: 130479623\\nFACTURA DE CREDITO FISCAL\\nNCF E442247246106\\nFACTURA NO.: 8375415\\nAUTORIZACION: 378697174\\nTELEFONO: 809-806-1733\\nFECHA: 29/09/2025  HORA: 11:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL          2,252.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,252.00\\nITBIS RD$         405.36\\nTOTAL RD$           2,657.36\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3832206\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 48651827\\nREVISADO\"}","template_ids":[13],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["122002652"],"invoice_ids":["inv_b841ef6a8202849fbd50"],"observation_id":"obs_897846c7d957277d7baf","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.776,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.627,"brightness_factor":1.07,"blur_sigma":0.324,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.02,"jpeg_quality":79,"documents":[{"rotation_deg":1.207,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8294019537692104403,"difficulty":"medium","split":"train"}
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{"image":"images/607_004491.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131195611\",\"ncf\":\"E313813209395\",\"fecha_comprobante\":\"20250514\",\"monto_facturado\":273000.00,\"itbis_facturado\":49140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":322140.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130434832\",\"ncf\":\"B1488068341\",\"fecha_comprobante\":\"20240207\",\"monto_facturado\":1392.50,\"itbis_facturado\":250.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1643.15,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FERNANDO MONTILLA\\nRNC EMISOR: 01000743938\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TPX DOMINICANA SRL\\nRNC CLIENTE: 131195611\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313813209395\\nFACTURA NO.: 8526212\\nAUTORIZACION: 222003386\\nTELEFONO: 809-270-6681\\nFECHA: 14/05/2025  HORA: 18:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n    1  VISITA    INSPECCION TECNICA          12,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    80,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       52,500.00\\n    1  CASO      REPRESENTACION LEGAL       110,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      273,000.00\\nITBIS 18% RD$      49,140.00\\nTOTAL RD$         322,140.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6929438\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 36873385\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDECO DETALLES C POR A\\nRNC EMISOR: 101717033\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES OROYA S A\\nRNC CLIENTE: 130434832\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1488068341\\nFACTURA NO.: 3598349\\nAUTORIZACION: 467935078\\nTELEFONO: 809-617-1640\\nFECHA: 07/02/2024  HORA: 14:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA            651.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            741.50\\n----------------------------------------------\\nSUB-TOTAL RD$        1,392.50\\nITBIS RD$         250.65\\nTOTAL RD$           1,643.15\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4333575\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 46553181\"}","template_ids":[4,3],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01000743938","101717033"],"invoice_ids":["inv_6fca098329e19d587226","inv_854d806b76fe60e04e71"],"observation_id":"obs_d6538c686f38208bf6d9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.96,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":1.02,"brightness_factor":0.993,"blur_sigma":0.141,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.47,"jpeg_quality":93,"documents":[{"rotation_deg":0.551,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.094,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7448370764355837919,"difficulty":"medium","split":"train"}
{"image":"images/606_004492.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132136901\",\"ncf\":\"E328002803771\",\"fecha_comprobante\":\"20250702\",\"monto_facturado_servicios\":196000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":35280.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131788841\",\"ncf\":\"B1574211668\",\"fecha_comprobante\":\"20241105\",\"monto_facturado_servicios\":41214.80,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":7418.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GONCOT\\nGONCOT SRL\\nRNC 132136901\\nCLIENTE: SANTA BARBARA GLOBAL TRAVEL SRL\\nRNC CLIENTE: 131352342\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328002803771\\nFACTURA NO.: 5992886\\nAUTORIZACION: 846105439\\nTELEFONO: 809-237-2834\\nFECHA: 02/07/2025  HORA: 11:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  DOCUMENT  REDACCION DE CONTRATO       70,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    8,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   39,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   79,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      196,000.00\\nIMPUESTO ITBIS RD$      35,280.00\\nTOTAL RD$         231,280.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4991310\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 38941651\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nRED DE COMERCIO INTERNACIONAL Y SERVICIOS\\nRED DE COMERCIO INTERNACIONAL Y SERVICIOS\\nDE ADU\\nRNC 131788841\\nCLIENTE: NURCE AMARIS GONZALEZ FERMIN\\nRNC CLIENTE: 00107960494\\nFACTURA DE CREDITO FISCAL\\nNCF B1574211668\\nFACTURA NO.: 3492154\\nAUTORIZACION: 191024377\\nTELEFONO: 809-214-4650\\nFECHA: 05/11/2024  HORA: 08:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  VIAJE     SERVICIO DE TRANSPORTE\\n                                   7,471.80\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                     255.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  30,852.00\\n    2  VIAJE     SERVICIO DE MENSAJERIA\\n                                   2,636.00\\n-------------------------------------------\\nSUB-TOTAL RD$       41,214.80\\nIMPUESTO ITBIS RD$       7,418.66\\nTOTAL RD$          48,633.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4976380\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,5],"business_categories":["profesional","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132136901","131788841"],"invoice_ids":["inv_4f924612302135337af9","inv_b34e7bc1762b23c2434f"],"observation_id":"obs_ad211697d49e6d64cfd5","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.82,"augmentation_metadata":{"downscale_factor":0.93,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.855,"brightness_factor":0.943,"blur_sigma":0.219,"crop_applied":false,"camera_distance_factors":[0.943,0.973],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.95,"jpeg_quality":94,"documents":[{"rotation_deg":0.082,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":1.864,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":10378336724943607093,"difficulty":"medium","split":"train"}
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{"image":"images/606_004494.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00113514426\",\"ncf\":\"B1584541599\",\"fecha_comprobante\":\"20240818\",\"monto_facturado_servicios\":297090.94,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":53476.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132766741\",\"ncf\":\"E455726237050\",\"fecha_comprobante\":\"20240307\",\"monto_facturado_servicios\":179500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32310.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MAGNOLIA VALETTE PECKEL\\nMAGNOLIA VALETTE PECKEL\\nRNC: 00113514426\\nCLIENTE: AGENCIA NICK Y ASOCIADOS S A\\nRNC CLIENTE: 101700807\\nFACTURA DE CREDITO FISCAL\\nNCF B1584541599\\nFACTURA NO.: 7616564\\nAUTORIZACION: 228260684\\nTELEFONO: 809-522-2976\\nFECHA: 18/08/2024  HORA: 14:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  12,559.99\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  35,329.95\\n    3  MES       ALQUILER DE LOCAL\\n                                 249,201.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      297,090.94\\nITBIS RD$      53,476.37\\nTOTAL RD$         350,567.31\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9855341\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 85644102\\nCOPIA\\n\\n--- FACTURA ---\\n\\nATENCION PLUS ATEP\\nATENCION PLUS ATEP SRL\\nRNC EMISOR: 132766741\\nCLIENTE: PROMOCIONES DEPORTIVAS G & G S A\\nRNC CLIENTE: 105060183\\nFACTURA DE CREDITO FISCAL\\nNCF: E455726237050\\nFACTURA NO.: 6343389\\nAUTORIZACION: 420358865\\nTELEFONO: 809-950-6755\\nFECHA: 07/03/2024  HORA: 13:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    77,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  CASO      REPRESENTACION LEGAL        45,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      179,500.00\\nIMPUESTO ITBIS RD$      32,310.00\\nTOTAL RD$         211,810.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9766006\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 29941998\\nRESUMEN\"}","template_ids":[0,12],"business_categories":["inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00113514426","132766741"],"invoice_ids":["inv_9ab6231bff342dc5ae07","inv_a56eafffdfc60a443df2"],"observation_id":"obs_a641af99df3121a1c5a2","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.46,"augmentation_metadata":{"downscale_factor":0.845,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.853,"brightness_factor":1.024,"blur_sigma":0.021,"crop_applied":false,"camera_distance_factors":[0.949,0.884],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":77.5,"jpeg_quality":92,"documents":[{"rotation_deg":1.305,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.691,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14140827603131000056,"difficulty":"medium","split":"train"}
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{"image":"images/606_004496.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02800567501\",\"ncf\":\"E316454127974\",\"fecha_comprobante\":\"20250902\",\"monto_facturado_servicios\":1490.00,\"monto_facturado_bienes\":1392.00,\"itbis_facturado\":518.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JOSE ANTONIO LOPEZ PACHE\\nJOSE ANTONIO LOPEZ PACHE\\nRNC: 02800567501\\nCLIENTE: BRAU SERVICES SRL\\nRNC CLIENTE: 131494463\\nFACTURA DE CREDITO FISCAL\\nNCF E316454127974\\nFACTURA NO.: 2089633\\nAUTORIZACION: 293500971\\nTELEFONO: 809-280-3195\\nFECHA: 02/09/2025  HORA: 10:09\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,392.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,490.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        2,882.00\\nIMPUESTO ITBIS RD$         518.76\\nTOTAL RD$           3,400.76\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7877875\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02800567501"],"invoice_ids":["inv_54703092180769e20746"],"observation_id":"obs_9361f376cab7ad96bab6","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":10.43,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.891,"brightness_factor":0.991,"blur_sigma":0.282,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.5,"jpeg_quality":87,"documents":[{"rotation_deg":-0.743,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16453622149607403847,"difficulty":"light","split":"train"}
{"image":"images/607_004497.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600805382\",\"ncf\":\"E321923218656\",\"fecha_comprobante\":\"20241211\",\"monto_facturado\":192000.00,\"itbis_facturado\":34560.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":226560.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN GERARDO CLETO CLETO\\nRNC EMISOR: 00113464465\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CANDIDO SANCHEZ ENCARNACION\\nRNC CLIENTE: 02600805382\\nFACTURA DE CREDITO FISCAL\\nNCF E321923218656\\nFACTURA NO.: 4074178\\nAUTORIZACION: 884010337\\nTELEFONO: 809-346-3522\\nFECHA: 11/12/2024  HORA: 11:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       60,000.00\\n    1  PROYECTO  DISENO DE PLANOS            40,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       77,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      14,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      192,000.00\\nITBIS RD$      34,560.00\\nTOTAL RD$         226,560.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2742561\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 49438411\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00113464465"],"invoice_ids":["inv_350b05e5bf6922b8ad6b"],"observation_id":"obs_50e9d71c27ffbcbdef5e","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":1.038,"brightness_factor":0.944,"blur_sigma":0.124,"crop_applied":false,"camera_distance_factors":[0.986],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.8,"jpeg_quality":91,"documents":[{"rotation_deg":-0.527,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15199140679080292630,"difficulty":"light","split":"train"}
{"image":"images/606_004498.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101880432\",\"ncf\":\"E453105291049\",\"fecha_comprobante\":\"20241119\",\"monto_facturado_servicios\":61000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"INVERSIONES HERMANOS PUJOLS  C POR A\\nINVERSIONES HERMANOS PUJOLS  C POR A\\nRNC EMISOR: 101880432\\nCLIENTE: LABELS CARIBE INC\\nRNC CLIENTE: 130702276\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453105291049\\nFACTURA NO.: 0805197\\nAUTORIZACION: 585667417\\nTELEFONO: 809-595-2459\\nFECHA: 19/11/2024  HORA: 19:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       31,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       10,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       61,000.00\\nITBIS 18% RD$      10,980.00\\nTOTAL RD$          71,980.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2638554\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 15440234\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101880432"],"invoice_ids":["inv_8cb2c3d1efdd5b55f4e5"],"observation_id":"obs_ed6c8d46a967a1fc0cb0","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.983,"brightness_factor":0.984,"blur_sigma":0.076,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":93,"documents":[{"rotation_deg":0.691,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4563238231243847322,"difficulty":"light","split":"train"}
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{"image":"images/607_004501.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130166927\",\"ncf\":\"E321906470312\",\"fecha_comprobante\":\"20250408\",\"monto_facturado\":81000.00,\"itbis_facturado\":14580.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":95580.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MOISES ORTIZ BATISTA\\nRNC EMISOR: 00103604336\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIO L & S\\nRNC CLIENTE: 130166927\\nFACTURA DE CREDITO FISCAL\\nNCF E321906470312\\nFACTURA NO.: 8514378\\nAUTORIZACION: 385777018\\nTELEFONO: 809-220-5807\\nFECHA: 08/04/2025  HORA: 16:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       18,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  SERVICIO  ASESORIA TECNICA            43,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       81,000.00\\nITBIS 18% RD$      14,580.00\\nTOTAL RD$          95,580.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5177729\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 56973535\\nCANT. UND. DESCRIPCION IMPORTE\\nPAGADO\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00103604336"],"invoice_ids":["inv_a9f16a959dc457b9c322"],"observation_id":"obs_b57bbc39dd8809831bc9","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":6.26,"augmentation_metadata":{"downscale_factor":0.883,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":1.021,"brightness_factor":0.939,"blur_sigma":0.462,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.23,"jpeg_quality":92,"documents":[{"rotation_deg":-2.74,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4281966505339642473,"difficulty":"hard","split":"test"}
{"image":"images/606_004502.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132803541\",\"ncf\":\"B1507078149\",\"fecha_comprobante\":\"20250816\",\"monto_facturado_servicios\":341251.98,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CHRISCHER\\nCHRISCHER SRL\\nRNC EMISOR: 132803541\\nCLIENTE: MENTE URBANA SRL\\nRNC CLIENTE: 130326975\\nFACTURA DE CREDITO FISCAL\\nNCF B1507078149\\nFACTURA NO.: 2167459\\nAUTORIZACION: 173703043\\nTELEFONO: 809-747-5242\\nFECHA: 16/08/2025  HORA: 09:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      145,886.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       20,185.00\\n    2  MES       ALQUILER DE LOCAL          156,515.98\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   18,665.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      341,251.98\\nITBIS 18% RD$           0.00\\nTOTAL RD$         341,251.98\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 924276\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 97798303\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["132803541"],"invoice_ids":["inv_009b75df7a4bef319089"],"observation_id":"obs_1c23f506e1abf4800c47","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.83,"augmentation_metadata":{"downscale_factor":0.664,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.733,"brightness_factor":1.026,"blur_sigma":0.414,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.63,"jpeg_quality":84,"documents":[{"rotation_deg":-0.727,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14870493917101880357,"difficulty":"hard","split":"validation"}
{"image":"images/607_004503.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111896205\",\"ncf\":\"B0287655881\",\"fecha_comprobante\":\"20250714\",\"monto_facturado\":36419.00,\"itbis_facturado\":6555.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":42974.42},{\"rnc\":\"132186419\",\"ncf\":\"E325483273260\",\"fecha_comprobante\":\"20250401\",\"monto_facturado\":8232.35,\"itbis_facturado\":1481.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":9714.17,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIO FRANCISCO BONILLA RODRIGUEZ\\nRNC EMISOR: 03103939231\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BRANLY EDUARDO PANIAGUA BENOCAL\\nRNC CLIENTE: 00111896205\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0287655881\\nFACTURA NO.: 4274491\\nAUTORIZACION: 108742757\\nTELEFONO: 809-210-5462\\nFECHA: 14/07/2025  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          10,000.00\\n   29  PAGINA    TRADUCCION DE DOCUMENTOS    26,419.00\\n----------------------------------------------\\nSUBTOTAL RD$       36,419.00\\nITBIS RD$       6,555.42\\nTOTAL RD$          42,974.42\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 2173689\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 25759013\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSOBEK SOCIETY SPORTSWEAR C POR A\\nRNC EMISOR: 101516331\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KEYT CHICKEN SRL\\nRNC CLIENTE: 132186419\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325483273260\\nFACTURA NO.: 5336575\\nAUTORIZACION: 671820133\\nTELEFONO: 809-255-9871\\nFECHA: 01/04/2025  HORA: 17:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     279.95\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,422.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     771.90\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,758.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,232.35\\nIMPUESTO ITBIS RD$       1,481.82\\nTOTAL RD$           9,714.17\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8848933\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 25283828\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03103939231","101516331"],"invoice_ids":["inv_5b2326ef6f6f916bff34","inv_9e2024fcf6ae0a6258ef"],"observation_id":"obs_b6c051be7d62a54f72dc","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.51,"augmentation_metadata":{"downscale_factor":0.734,"red_scale":1.04,"blue_scale":0.96,"contrast_factor":1.049,"brightness_factor":0.987,"blur_sigma":0.573,"crop_applied":false,"camera_distance_factors":[0.96,0.923],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":50.32,"jpeg_quality":79,"documents":[{"rotation_deg":4.097,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-3.383,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12877550136544565821,"difficulty":"medium","split":"train"}
{"image":"images/606_004504.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131909302\",\"ncf\":\"B0124863558\",\"fecha_comprobante\":\"20250209\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":25212.00,\"itbis_facturado\":4538.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"EL PUERTO TV\\nEL PUERTO TV EIRL\\nRNC: 131909302\\nCLIENTE: COMERCIAL ALTEGRIS SRL\\nRNC CLIENTE: 130991911\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0124863558\\nFACTURA NO.: 0495149\\nAUTORIZACION: 641028982\\nTELEFONO: 809-435-3920\\nFECHA: 09/02/2025  HORA: 20:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,414.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,616.00\\n    4  UNIDAD    EQUIPO ELECTRICO            12,182.00\\n----------------------------------------------\\nSUBTOTAL RD$       25,212.00\\nITBIS 18% RD$       4,538.16\\nTOTAL RD$          29,750.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5824904\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 64799531\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCopia cliente\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131909302"],"invoice_ids":["inv_799ceaf3d1b131586c1d"],"observation_id":"obs_742db579ee00f2b6264c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.91,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.025,"brightness_factor":1.001,"blur_sigma":0.178,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.1,"jpeg_quality":91,"documents":[{"rotation_deg":-0.436,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12905475698336674675,"difficulty":"light","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 85170944\\nDETALLE DE SERVICIOS\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nLAN C POR A\\nRNC EMISOR: 101799412\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PUERTAS Y VENTANAS DEL CIELO SRL\\nRNC CLIENTE: 133087855\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442663594142\\nFACTURA NO.: 7821917\\nAUTORIZACION: 872724462\\nTELEFONO: 809-347-3757\\nFECHA: 05/10/2024  HORA: 12:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  99,243.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  20,697.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  14,352.99\\n-------------------------------------------\\nSUBTOTAL RD$      134,293.98\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         134,293.98\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7234879\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_004512.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101030773\",\"ncf\":\"B1413339306\",\"fecha_comprobante\":\"20251109\",\"monto_facturado_servicios\":30500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5490.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00115899205\",\"ncf\":\"B1578504439\",\"fecha_comprobante\":\"20250324\",\"monto_facturado_servicios\":529835.47,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":95370.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JUAN CRISTIAN CICCONE COMAS\\nJUAN CRISTIAN CICCONE COMAS\\nRNC EMISOR: 00101030773\\nCLIENTE: AUTOSEND & MAS SRL\\nRNC CLIENTE: 132319818\\nFACTURA DE CREDITO FISCAL\\nNCF B1413339306\\nFACTURA NO.: 9282327\\nAUTORIZACION: 813459721\\nTELEFONO: 809-879-6547\\nFECHA: 09/11/2025  HORA: 20:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   13,000.00\\n    1  CASO      REPRESENTACION LEGAL        17,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       30,500.00\\nITBIS 18% RD$       5,490.00\\nTOTAL RD$          35,990.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9035372\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 56033738\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nYOKASTA DIAZ DE LA CRUZ\\nYOKASTA DIAZ DE LA CRUZ\\nRNC EMISOR: 00115899205\\nCLIENTE: ANABET PORTORREAL BEATO\\nRNC CLIENTE: 40221162007\\nFACTURA DE CREDITO FISCAL\\nNCF: B1578504439\\nFACTURA NO.: 3445448\\nAUTORIZACION: 462138921\\nTELEFONO: 809-252-7345\\nFECHA: 24/03/2025  HORA: 09:11\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  MES       ALQUILER DE LOCAL\\n                                                244,049.97\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                237,115.50\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                                 32,029.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN\\n                                                 16,641.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      529,835.47\\nIMPUESTO ITBIS RD$      95,370.38\\nTOTAL RD$         625,205.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2681555\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 61845680\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,9],"business_categories":["profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00101030773","00115899205"],"invoice_ids":["inv_2e1e6d45121b652487e2","inv_c039afc7f8746dbb4643"],"observation_id":"obs_d5968d8cd68a79d0884c","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.98,"augmentation_metadata":{"downscale_factor":0.81,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.773,"brightness_factor":1.04,"blur_sigma":0.258,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.79,"jpeg_quality":86,"documents":[{"rotation_deg":1.201,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.345,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11326239744156202183,"difficulty":"medium","split":"train"}
{"image":"images/607_004513.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132872479\",\"ncf\":\"B0169181301\",\"fecha_comprobante\":\"20240310\",\"monto_facturado\":42360.71,\"itbis_facturado\":7624.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18906.88,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":31078.76,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SF SERVICIOS Y SOLUCIONES\\nRNC EMISOR: 132991486\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALMACEN Y SUPERMERCADO NUNEZ\\nPLACENCIA\\nRNC CLIENTE: 132872479\\nFACTURA DE CREDITO FISCAL\\nNCF B0169181301\\nFACTURA NO.: 9759100\\nAUTORIZACION: 137981839\\nTELEFONO: 809-910-5104\\nFECHA: 10/03/2024  HORA: 15:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,227.96\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  35,544.75\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     990.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,598.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       42,360.71\\nIMPUESTO ITBIS RD$       7,624.93\\nTOTAL RD$          49,985.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6179322\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 83880755\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132991486"],"invoice_ids":["inv_fae8bc6f1fe55270bcdc"],"observation_id":"obs_47c76a5ec386b6c0de73","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.66,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":1.026,"brightness_factor":1.012,"blur_sigma":0.023,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.13,"jpeg_quality":90,"documents":[{"rotation_deg":-0.025,"perspective":0.003,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9253487062525596608,"difficulty":"light","split":"validation"}
{"image":"images/606_004514.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131225472\",\"ncf\":\"B1428058794\",\"fecha_comprobante\":\"20250121\",\"monto_facturado_servicios\":549.50,\"monto_facturado_bienes\":2265.94,\"itbis_facturado\":506.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"TAKO GIFT CHOP SRL\\nTAKO GIFT CHOP SRL\\nRNC 131225472\\nCLIENTE: VENTURA OCTACIANO RAMOS ESTRELLA\\nRNC CLIENTE: 03103588848\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1428058794\\nFACTURA NO.: 7870196\\nAUTORIZACION: 68680996\\nTELEFONO: 809-801-7666\\nFECHA: 21/01/2025  HORA: 15:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     549.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     337.95\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     426.99\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,501.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,815.44\\nITBIS 18% RD$         506.78\\nTOTAL RD$           3,322.22\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3719601\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 68654955\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131225472"],"invoice_ids":["inv_1849e2d9ba50891671b7"],"observation_id":"obs_9ea422ee896fb32256fd","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.33,"augmentation_metadata":{"downscale_factor":0.762,"red_scale":1.049,"blue_scale":0.951,"contrast_factor":0.76,"brightness_factor":1.069,"blur_sigma":0.377,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.12,"jpeg_quality":78,"documents":[{"rotation_deg":0.091,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12447325135957667569,"difficulty":"hard","split":"train"}
{"image":"images/607_004515.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132427033\",\"ncf\":\"E455269941749\",\"fecha_comprobante\":\"20251207\",\"monto_facturado\":150151.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":150151.45,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"K W INMOBILIARIA\\nRNC EMISOR: 105001251\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TURISMO NEPTUNO SRL\\nRNC CLIENTE: 132427033\\nFACTURA DE CREDITO FISCAL\\nNCF E455269941749\\nFACTURA NO.: 5978660\\nAUTORIZACION: 271683663\\nTELEFONO: 809-736-5243\\nFECHA: 07/12/2025  HORA: 18:17\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                 31,803.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN\\n                                                 22,209.95\\n    2  MES       ALQUILER DE LOCAL\\n                                                 96,138.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      150,151.45\\nITBIS RD$           0.00\\nTOTAL RD$         150,151.45\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7386585\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 12467745\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["105001251"],"invoice_ids":["inv_1e4de62a57baf68dc428"],"observation_id":"obs_b28a8af8baed6247c51d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.54,"augmentation_metadata":{"downscale_factor":0.823,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.936,"brightness_factor":0.85,"blur_sigma":0.479,"crop_applied":false,"camera_distance_factors":[0.92],"legibility_scale_corrections":[0.0],"final_contrast_stddev":34.39,"jpeg_quality":76,"documents":[{"rotation_deg":-0.958,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10900588054227866634,"difficulty":"medium","split":"train"}
{"image":"images/606_004516.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130923825\",\"ncf\":\"E448186192970\",\"fecha_comprobante\":\"20241020\",\"monto_facturado_servicios\":44659.98,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8038.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00104564935\",\"ncf\":\"E454566870964\",\"fecha_comprobante\":\"20240509\",\"monto_facturado_servicios\":1334.95,\"monto_facturado_bienes\":7292.46,\"itbis_facturado\":1552.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430084956\",\"ncf\":\"B0219156458\",\"fecha_comprobante\":\"20250417\",\"monto_facturado_servicios\":106000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19080.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MINGBRA CORPORATION\\nMINGBRA CORPORATION SRL\\nRNC 130923825\\nCLIENTE: J A ESTEVEZ C POR A\\nRNC CLIENTE: 101532068\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448186192970\\nFACTURA NO.: 8865864\\nAUTORIZACION: 102760255\\nTELEFONO: 809-923-4980\\nFECHA: 20/10/2024  HORA: 20:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    3,732.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   14,943.99\\n    1  SERVICIO  TASACION DE PROPIEDAD       25,983.99\\n----------------------------------------------\\nSUB-TOTAL RD$       44,659.98\\nITBIS RD$       8,038.80\\nTOTAL RD$          52,698.78\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8845115\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 22646791\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nNANCY ARGENTINA FLORES MALOON\\nNANCY ARGENTINA FLORES MALOON\\nRNC EMISOR: 00104564935\\nCLIENTE: 1 2 LUNCH SRL\\nRNC CLIENTE: 132450078\\nFACTURA DE CREDITO FISCAL\\nNCF E454566870964\\nFACTURA NO.: 0999199\\nAUTORIZACION: 342831259\\nTELEFONO: 809-281-4647\\nFECHA: 09/05/2024  HORA: 14:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,334.95\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,644.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                     889.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,519.96\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,239.50\\n-------------------------------------------\\nSUBTOTAL RD$        8,627.41\\nIMPUESTO ITBIS RD$       1,552.93\\nTOTAL RD$          10,180.34\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6526020\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004523.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00115761140\",\"ncf\":\"E323373438071\",\"fecha_comprobante\":\"20240205\",\"monto_facturado\":37703.94,\"itbis_facturado\":6786.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":44490.65,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133223171\",\"ncf\":\"E457810982903\",\"fecha_comprobante\":\"20250224\",\"monto_facturado\":20223.75,\"itbis_facturado\":3640.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":18.82,\"monto_propina_legal\":0.00,\"efectivo\":23882.85,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PHODEX GRUPO COMERCIAL\\nRNC EMISOR: 131448382\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA ALEJANDRA LAZALA BONILLA\\nRNC CLIENTE: 00115761140\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323373438071\\nFACTURA NO.: 9841294\\nAUTORIZACION: 964322533\\nTELEFONO: 809-785-7519\\nFECHA: 05/02/2024  HORA: 16:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    UNIFORME EMPRESARIAL         1,857.99\\n    5  UNIDAD    GORRA BORDADA                2,659.95\\n    5  UNIDAD    CAMISA DE VESTIR            14,362.50\\n    3  UNIDAD    CALZADO CASUAL              15,355.50\\n    2  SERVICIO  AJUSTE Y CONFECCION          3,468.00\\n----------------------------------------------\\nSUB-TOTAL RD$       37,703.94\\nITBIS 18% RD$       6,786.71\\nTOTAL RD$          44,490.65\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7528246\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 58184857\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nC E E\\nRNC EMISOR: 430063215\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MRCA SOLUTIONS SRL\\nRNC CLIENTE: 133223171\\nFACTURA DE CREDITO FISCAL\\nNCF: E457810982903\\nFACTURA NO.: 6822166\\nAUTORIZACION: 227100526\\nTELEFONO: 809-576-1745\\nFECHA: 24/02/2025  HORA: 18:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO        16,139.75\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,234.00\\n    4  UNIDAD    MATERIAL DE OFICINA          2,420.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            430.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       20,223.75\\nITBIS 18% RD$       3,640.28\\nOTROS IMPUESTOS RD$      18.82\\nTOTAL RD$          23,882.85\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2993869\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 68153737\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[6,3],"business_categories":["ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131448382","430063215"],"invoice_ids":["inv_4b2f9a1db4f2c3a0b64b","inv_5c05f6be0874d12595ec"],"observation_id":"obs_59323c81402ba46f3377","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.869,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.789,"brightness_factor":1.03,"blur_sigma":0.648,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.77,"jpeg_quality":88,"documents":[{"rotation_deg":1.013,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.946,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15740071636740975377,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 64180456\\n\\n--- FACTURA ---\\n\\nANDRES SANTANA DE MORLA\\nRNC EMISOR: 00106075005\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GENRI DANIS ENCARNACION\\nRNC CLIENTE: 10800048018\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1424177889\\nFACTURA NO.: 9727346\\nAUTORIZACION: 327173873\\nTELEFONO: 809-414-4221\\nFECHA: 29/01/2024  HORA: 17:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     987.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,829.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,519.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     380.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,715.00\\nITBIS RD$       3,368.70\\nTOTAL RD$          22,083.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9473546\\nGRACIAS POR SU COMPRA\\nASD\\n\\n--- FACTURA ---\\n\\nDARVIN ORLASY MORENO SOSA\\nRNC EMISOR: 02601207422\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LABORATORIO DE CLIENTES SRL\\nRNC CLIENTE: 131747231\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446959811155\\nFACTURA NO.: 0486214\\nAUTORIZACION: 48905365\\nTELEFONO: 809-448-8580\\nFECHA: 01/03/2024  HORA: 18:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             2,607.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,227.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            784.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,618.00\\nITBIS 18% RD$         831.24\\nTOTAL RD$           5,449.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8180606\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 32595628\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0,2],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130808384","00106075005","02601207422"],"invoice_ids":["inv_16fcbc27353c9959bee4","inv_dbf666ca242516678a07","inv_e42c775f57b22bb757d2"],"observation_id":"obs_d6fbddbf14c8a45b8501","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.963,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.958,"brightness_factor":0.987,"blur_sigma":0.193,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":93,"documents":[{"rotation_deg":0.341,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.452,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.53,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"ASD"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":5418624723424029416,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 16415977\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSORELIS NUÑEZ LANFRANCO\\nSORELIS NUÑEZ LANFRANCO\\nRNC 00108989237\\nCLIENTE: PALLAZO S A\\nRNC CLIENTE: 105057034\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0158154911\\nFACTURA NO.: 4676940\\nAUTORIZACION: 55274242\\nTELEFONO: 809-608-3470\\nFECHA: 27/03/2024  HORA: 08:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,799.96\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     986.95\\n-------------------------------------------\\nSUB-TOTAL RD$        6,786.91\\nIMPUESTO ITBIS RD$       1,221.64\\nTOTAL RD$           8,008.55\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8159020\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nBRAVO AUTO PARTS S A\\nBRAVO AUTO PARTS S A\\nRNC: 130250839\\nCLIENTE: PATRONATO DE AYUDA AL CUERPO DE BOMBERO\\nRNC CLIENTE: 430019895\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323924014877\\nFACTURA NO.: 1565922\\nAUTORIZACION: 436365425\\nTELEFONO: 809-286-4840\\nFECHA: 23/02/2025  HORA: 16:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,107.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            317.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,424.00\\nIMPUESTO ITBIS RD$         256.32\\nTOTAL RD$           1,680.32\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 868087\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 18886691\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMOON ALEMANY SERVICES\\nMOON ALEMANY SERVICES SRL\\nRNC: 131962149\\nCLIENTE: EMPRESAS AFFH SRL\\nRNC CLIENTE: 105087219\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451910144827\\nFACTURA NO.: 5210451\\nAUTORIZACION: 515252551\\nTELEFONO: 809-531-5217\\nFECHA: 04/06/2024  HORA: 16:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CORTE Y PEINADO              1,076.95\\n    1  SERVICIO  LAVADO Y SECADO                966.99\\n    1  SERVICIO  TRATAMIENTO CAPILAR          1,082.99\\n    5  UNIDAD    TINTE PARA CABELLO           2,729.75\\n----------------------------------------------\\nSUB-TOTAL RD$        5,856.68\\nITBIS RD$       1,054.20\\nTOTAL RD$           6,910.88\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8155370\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 29670076\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nRAMON ALBERTO BREA FELIX\\nRAMON ALBERTO BREA FELIX\\nRNC 00112657663\\nCLIENTE: SANCOCHADA SRL\\nRNC CLIENTE: 133595575\\nFACTURA DE CREDITO FISCAL\\nNCF: E317681534147\\nFACTURA NO.: 2258662\\nAUTORIZACION: 458769038\\nTELEFONO: 809-248-5219\\nFECHA: 25/11/2025  HORA: 19:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   10,000.00\\n    1  SERVICIO  ASESORIA TECNICA            38,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       70,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          70,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7985094\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_004556.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40200624381\",\"ncf\":\"E323006180409\",\"fecha_comprobante\":\"20240204\",\"monto_facturado_servicios\":119500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21510.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"07900080164\",\"ncf\":\"B1571015233\",\"fecha_comprobante\":\"20251015\",\"monto_facturado_servicios\":88346.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03100140114\",\"ncf\":\"B1485925472\",\"fecha_comprobante\":\"20240712\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1201.50,\"itbis_facturado\":216.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"133371898\",\"ncf\":\"B0119319418\",\"fecha_comprobante\":\"20240728\",\"monto_facturado_servicios\":801.00,\"monto_facturado_bienes\":35664.46,\"itbis_facturado\":6563.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ADRIEL FELIPE MONEGRO BURGOS\\nADRIEL FELIPE MONEGRO BURGOS\\nRNC: 40200624381\\nCLIENTE: A Y R ESTILO EIRL\\nRNC CLIENTE: 130722422\\nFACTURA DE CREDITO FISCAL\\nNCF: E323006180409\\nFACTURA NO.: 9129937\\nAUTORIZACION: 829035154\\nTELEFONO: 809-935-6738\\nFECHA: 04/02/2024  HORA: 09:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      19,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      100,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      119,500.00\\nIMPUESTO ITBIS RD$      21,510.00\\nTOTAL RD$         141,010.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2965157\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 27038489\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nBENITO DE LOS SANTOS HEREDIA\\nBENITO DE LOS SANTOS HEREDIA\\nRNC 07900080164\\nCLIENTE: GELTONEX GROUP SRL\\nRNC CLIENTE: 132441737\\nFACTURA DE CREDITO FISCAL\\nNCF: B1571015233\\nFACTURA NO.: 9225891\\nAUTORIZACION: 540138183\\nTELEFONO: 809-738-8993\\nFECHA: 15/10/2025  HORA: 20:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL           88,346.00\\n----------------------------------------------\\nSUB-TOTAL RD$       88,346.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          88,346.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3518074\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 73951316\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCARMEN CECILIA REYES VENTURA\\nCARMEN CECILIA REYES VENTURA\\nRNC 03100140114\\nCLIENTE: RAMON ANOLIS CASTILLO RIVAS\\nRNC CLIENTE: 08700095907\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1485925472\\nFACTURA NO.: 0878401\\nAUTORIZACION: 747523819\\nTELEFONO: 809-705-6124\\nFECHA: 12/07/2024  HORA: 15:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    TINTE PARA CABELLO\\n                                   1,201.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,201.50\\nIMPUESTO ITBIS RD$         216.27\\nTOTAL RD$           1,417.77\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4034014\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 44190429\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMAIRA A CLOSET\\nMAIRA A CLOSET SRL\\nRNC: 133371898\\nCLIENTE: D GHT TOUR SRL\\nRNC CLIENTE: 132069404\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0119319418\\nFACTURA NO.: 0554898\\nAUTORIZACION: 76498705\\nTELEFONO: 809-248-9255\\nFECHA: 28/07/2024  HORA: 20:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         8,924.75\\n    4  UNIDAD    EQUIPO ELECTRICO            18,119.96\\n    1  SERVICIO  SERVICIO DE ENTREGA            801.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,450.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,169.75\\n----------------------------------------------\\nSUBTOTAL RD$       36,465.46\\nITBIS RD$       6,563.78\\nTOTAL RD$          43,029.24\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6126055\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 95557608\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[12,4,1,11],"business_categories":["profesional","inmobiliario","belleza","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["40200624381","07900080164","03100140114","133371898"],"invoice_ids":["inv_a015638137838f5b307e","inv_7c2f000b05cb246b191f","inv_2d061a82cde03a62e572","inv_6d6c6f3be9c9ae216196"],"observation_id":"obs_e7d171b81dabba688e3a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.975,"brightness_factor":1.017,"blur_sigma":0.236,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.2,"jpeg_quality":94,"documents":[{"rotation_deg":0.217,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.422,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.348,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.479,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":1550499178669608406,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_004558.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130611831\",\"ncf\":\"E449516482282\",\"fecha_comprobante\":\"20250913\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1327.75,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"119000469\",\"ncf\":\"B1442112434\",\"fecha_comprobante\":\"20250406\",\"monto_facturado_servicios\":604.95,\"monto_facturado_bienes\":10322.75,\"itbis_facturado\":1966.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"133603675\",\"ncf\":\"B0257306778\",\"fecha_comprobante\":\"20251128\",\"monto_facturado_servicios\":1751.00,\"monto_facturado_bienes\":20770.97,\"itbis_facturado\":4053.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COLMADO RAPOSO\\nCOLMADO RAPOSO EIRL\\nRNC: 130611831\\nCLIENTE: HILDA DEL CARMEN SANTANA\\nOTTENWALDER OT\\nRNC CLIENTE: 00101519650\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449516482282\\nFACTURA NO.: 5793306\\nAUTORIZACION: 752145548\\nTELEFONO: 809-929-8640\\nFECHA: 13/09/2025  HORA: 10:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REFRESCO 2.5 LITROS\\n                                     378.00\\n    1  LITRO     LECHE UHT 1 LITRO\\n                                      82.00\\n    7  LIBRA     HARINA DE TRIGO LIBRA\\n                                     273.00\\n    5  UNIDAD    HABICHUELAS 800 G\\n                                     594.75\\n-------------------------------------------\\nSUBTOTAL RD$        1,327.75\\nITBIS RD$           0.00\\nTOTAL RD$           1,327.75\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7086939\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFERRETERIA EL CLAVO S A\\nFERRETERIA EL CLAVO S A\\nRNC 119000469\\nCLIENTE: DELI GOURMET S A\\nRNC CLIENTE: 101727071\\nFACTURA DE CREDITO FISCAL\\nNCF B1442112434\\nFACTURA NO.: 3739459\\nAUTORIZACION: 948571476\\nTELEFONO: 809-213-7594\\nFECHA: 06/04/2025  HORA: 12:01\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    604.95\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                                  6,539.80\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  3,782.95\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       10,927.70\\nIMPUESTO ITBIS RD$       1,966.99\\nTOTAL RD$          12,894.69\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1748000\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 92898610\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\\nEntregado\\n\\n--- FACTURA ---\\n\\nPREESCOLAR GUARDERIA ARIAS CARABALLO Y ASO\\nPREESCOLAR GUARDERIA ARIAS CARABALLO Y ASOCIADOS\\nRNC: 133603675\\nCLIENTE: CONSORCIO HOST & EVENTOS\\nRNC CLIENTE: 133770245\\nFACTURA DE CREDITO FISCAL\\nNCF B0257306778\\nFACTURA NO.: 8107046\\nAUTORIZACION: 776608203\\nTELEFONO: 809-819-4180\\nFECHA: 28/11/2025  HORA: 16:33\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,751.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    965.97\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  2,701.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                 13,251.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  3,853.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       22,521.97\\nITBIS RD$       4,053.95\\nTOTAL RD$          26,575.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4707696\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 31718165\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,9,9],"business_categories":["colmado_alimentos","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130611831","119000469","133603675"],"invoice_ids":["inv_460f35b44c6b7fff5808","inv_defd0b46eb8434e7cb05","inv_42cad1d0d02f74699ecf"],"observation_id":"obs_18b540b553af5d888946","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.8,"augmentation_metadata":{"downscale_factor":0.981,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.027,"brightness_factor":0.995,"blur_sigma":0.088,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":24.87,"jpeg_quality":92,"documents":[{"rotation_deg":-0.432,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.324,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.333,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10519816893607311340,"difficulty":"hard","split":"train"}
{"image":"images/607_004559.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130166323\",\"ncf\":\"E326463938425\",\"fecha_comprobante\":\"20240510\",\"monto_facturado\":86500.00,\"itbis_facturado\":15570.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":102070.00}],\"ocr\":\"THE COCINA BUFFET MARITZA SANCHEZ\\nRNC EMISOR: 05400896279\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARMELA CACERES DE CEPEDA\\nRNC CLIENTE: 130166323\\nFACTURA DE CREDITO FISCAL\\nNCF E326463938425\\nFACTURA NO.: 1028326\\nAUTORIZACION: 182359733\\nTELEFONO: 809-413-8478\\nFECHA: 10/05/2024  HORA: 17:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    65,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       21,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       86,500.00\\nITBIS 18% RD$      15,570.00\\nTOTAL RD$         102,070.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 5928035\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 91014286\\nDETALLE DE SERVICIOS\\nRECIBIDO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["05400896279"],"invoice_ids":["inv_e1e7bf8ec3cf4828760b"],"observation_id":"obs_f5781dfcbdf0dabf12e4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.993,"brightness_factor":0.99,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":98,"documents":[{"rotation_deg":-0.133,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1885308199646903150,"difficulty":"clean","split":"train"}
{"image":"images/606_004560.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130313296\",\"ncf\":\"B1530101168\",\"fecha_comprobante\":\"20250812\",\"monto_facturado_servicios\":110000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19800.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"TEJEDA BURGOS Y ASOCIADOS C POR A\\nTEJEDA BURGOS Y ASOCIADOS C POR A\\nRNC EMISOR: 130313296\\nCLIENTE: ROSANNA ESMIRNA DE LA ROSA PLACENCIO\\nRNC CLIENTE: 02601050129\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1530101168\\nFACTURA NO.: 0378094\\nAUTORIZACION: 645016121\\nTELEFONO: 809-527-1325\\nFECHA: 12/08/2025  HORA: 09:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         31,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   31,000.00\\n    1  PROYECTO  DISENO DE PLANOS            47,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      110,000.00\\nITBIS RD$      19,800.00\\nTOTAL RD$         129,800.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 994203\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 37743891\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130313296"],"invoice_ids":["inv_8feec64a9e38e25a9ddb"],"observation_id":"obs_58cee3c8d1670385f761","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":6.93,"augmentation_metadata":{"downscale_factor":0.871,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":0.95,"brightness_factor":1.007,"blur_sigma":0.29,"crop_applied":false,"camera_distance_factors":[0.907],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.93,"jpeg_quality":92,"documents":[{"rotation_deg":1.263,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":411340149140463502,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 62250728\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,13,6],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130461742","00103130894","00106357908"],"invoice_ids":["inv_812cfef0a9284e9e4b60","inv_13cb8ad09caa77a6d733","inv_84db3d5742e04732f26c"],"observation_id":"obs_313ed981be764b23686b","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.993,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.022,"brightness_factor":1.014,"blur_sigma":0.113,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.56,"jpeg_quality":90,"documents":[{"rotation_deg":0.041,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.403,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.467,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10488964046570093610,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 90719407\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nER DECOR SRL\\nER DECOR SRL\\nRNC 130799202\\nCLIENTE: BEST G&G AUTOS SRL\\nRNC CLIENTE: 132714628\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1470891094\\nFACTURA NO.: 9755880\\nAUTORIZACION: 815704188\\nTELEFONO: 809-892-1332\\nFECHA: 20/07/2025  HORA: 13:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        30,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       30,000.00\\nIMPUESTO ITBIS RD$       5,400.00\\nTOTAL RD$          35,400.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6877878\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 52995612\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPROVISIONES EMBUTIDOS SMPE, S.R.L.\\nPROVISIONES EMBUTIDOS SMPE, S.R.L.\\nRNC: 133393621\\nCLIENTE: AMITAI JONAS SANTOS ROSARIO\\nRNC CLIENTE: 08700196879\\nFACTURA DE CREDITO FISCAL\\nNCF: B0158029542\\nFACTURA NO.: 6744088\\nAUTORIZACION: 894543526\\nTELEFONO: 809-809-4662\\nFECHA: 03/01/2025  HORA: 09:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  23,224.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,383.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     686.00\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   7,152.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       36,445.50\\nIMPUESTO ITBIS RD$       6,560.19\\nTOTAL RD$          43,005.69\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 211925\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004575.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101648422\",\"ncf\":\"E321847610259\",\"fecha_comprobante\":\"20240304\",\"monto_facturado\":724207.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":724207.99,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PEDRO N URIBE E HIJOS SRL\\nRNC EMISOR: 114000422\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACION DAVID SRL\\nRNC CLIENTE: 101648422\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321847610259\\nFACTURA NO.: 2884519\\nAUTORIZACION: 197763695\\nTELEFONO: 809-528-8233\\nFECHA: 04/03/2024  HORA: 17:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    7,209.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       34,156.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   16,053.50\\n    3  MES       ALQUILER DE LOCAL          525,877.50\\n    1  SERVICIO  COMISION INMOBILIARIA      140,911.99\\n----------------------------------------------\\nSUBTOTAL RD$      724,207.99\\nITBIS RD$           0.00\\nTOTAL RD$         724,207.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7241469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 55119763\\nDETALLE DE SERVICIOS\\nREVISADO\\nRevisado\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["114000422"],"invoice_ids":["inv_abef1dd5a57ccdb416c9"],"observation_id":"obs_64350703b388999f9141","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.5,"augmentation_metadata":{"downscale_factor":0.763,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.909,"brightness_factor":0.946,"blur_sigma":0.146,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.11,"jpeg_quality":83,"documents":[{"rotation_deg":2.127,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6730923628774909487,"difficulty":"hard","split":"train"}
{"image":"images/606_004576.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108930488\",\"ncf\":\"E320518370840\",\"fecha_comprobante\":\"20240923\",\"monto_facturado_servicios\":1395.00,\"monto_facturado_bienes\":5918.00,\"itbis_facturado\":1316.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ESPECIES EL MEXICANO\\nMARINO PAULINO RAMOS\\nRNC 00108930488\\nCLIENTE: NONPAREIL FISHING SRL\\nRNC CLIENTE: 131784275\\nFACTURA DE CREDITO FISCAL\\nNCF: E320518370840\\nFACTURA NO.: 1146973\\nAUTORIZACION: 477066441\\nTELEFONO: 809-591-8505\\nFECHA: 23/09/2024  HORA: 11:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,395.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,410.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            419.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         1,929.00\\n    3  UNIDAD    MATERIAL DE OFICINA          2,160.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,313.00\\nIMPUESTO ITBIS RD$       1,316.34\\nTOTAL RD$           8,629.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2346504\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 41297649\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00108930488"],"invoice_ids":["inv_f55451bb2918123295a6"],"observation_id":"obs_4c66c52cba48886daec1","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.39,"augmentation_metadata":{"downscale_factor":0.921,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":1.111,"brightness_factor":1.06,"blur_sigma":0.248,"crop_applied":false,"camera_distance_factors":[0.947],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.4,"jpeg_quality":95,"documents":[{"rotation_deg":0.211,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9135601670812928420,"difficulty":"light","split":"train"}
{"image":"images/607_004577.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01300135389\",\"ncf\":\"B0281393081\",\"fecha_comprobante\":\"20251223\",\"monto_facturado\":22104.00,\"itbis_facturado\":3978.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":26082.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BILLY DIMAYO FENELUS CASTILLO\\nRNC EMISOR: 03701044236\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS RAFAEL PUJOLS\\nRNC CLIENTE: 01300135389\\nFACTURA DE CREDITO FISCAL\\nNCF: B0281393081\\nFACTURA NO.: 7142269\\nAUTORIZACION: 592182308\\nTELEFONO: 809-668-6999\\nFECHA: 23/12/2025  HORA: 08:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,609.00\\n    2  UNIDAD    MATERIAL DE OFICINA          4,334.00\\n    3  UNIDAD    EQUIPO ELECTRICO            16,161.00\\n----------------------------------------------\\nSUBTOTAL RD$       22,104.00\\nITBIS 18% RD$       3,978.72\\nTOTAL RD$          26,082.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3117147\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 60069599\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03701044236"],"invoice_ids":["inv_1a306a91f7cb9e8e098f"],"observation_id":"obs_e130460bb29a69dfc4ce","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.896,"brightness_factor":0.956,"blur_sigma":0.2,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.14,"jpeg_quality":86,"documents":[{"rotation_deg":1.192,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1412890619409110787,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 92111471\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJOSE AGUSTIN SALDAÑA ROSARIO\\nJOSE AGUSTIN SALDAÑA ROSARIO\\nRNC: 00102168119\\nCLIENTE: DISCOTHEQUE JESUS MOREL SRL\\nRNC CLIENTE: 131292382\\nFACTURA DE CREDITO FISCAL\\nNCF: E312338280854\\nFACTURA NO.: 3935353\\nAUTORIZACION: 392883324\\nTELEFONO: 809-792-4268\\nFECHA: 21/05/2024  HORA: 20:46\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    400.99\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  2,225.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 19,317.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    487.50\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                                  2,356.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       24,786.99\\nITBIS 18% RD$       4,461.66\\nTOTAL RD$          29,248.65\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8263995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 32718937\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCHRISTOPHER SANTIAGO PEREZ\\nCHRISTOPHER SANTIAGO PEREZ\\nRNC EMISOR: 05401462246\\nCLIENTE: QUANTIC ANALITICA SRL\\nRNC CLIENTE: 132065433\\nFACTURA DE CREDITO FISCAL\\nNCF B0179055349\\nFACTURA NO.: 1772063\\nAUTORIZACION: 498514239\\nTELEFONO: 809-598-2111\\nFECHA: 05/09/2025  HORA: 08:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    DETERGENTE EN POLVO\\n                                     836.97\\n  3.5  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     570.50\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                      85.95\\n-------------------------------------------\\nSUBTOTAL RD$        1,493.42\\nIMPUESTO ITBIS RD$         150.65\\nTOTAL RD$           1,644.07\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 915224\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 87816217\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[4,9,5],"business_categories":["profesional","comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["40220070508","00102168119","05401462246"],"invoice_ids":["inv_c23ea6b6d0665e848b4f","inv_fce114c3adc86acd27a9","inv_e5880fc8fcdd9c562d00"],"observation_id":"obs_4a1d2860b8d3069ae8bf","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.02,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.48,"jpeg_quality":95,"documents":[{"rotation_deg":0.147,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.001,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.12,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6705796258008043202,"difficulty":"hard","split":"train"}
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{"image":"images/606_004580.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430320129\",\"ncf\":\"B0122314006\",\"fecha_comprobante\":\"20251005\",\"monto_facturado_servicios\":91584.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16485.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"RESIDENCIAL BREEZES 8VA ETAPA\\nRESIDENCIAL BREEZES 8VA ETAPA\\nRNC EMISOR: 430320129\\nCLIENTE: CILTIPI AS S A\\nRNC CLIENTE: 101610451\\nFACTURA DE CREDITO FISCAL\\nNCF: B0122314006\\nFACTURA NO.: 3515029\\nAUTORIZACION: 114769666\\nTELEFONO: 809-690-4705\\nFECHA: 05/10/2025  HORA: 10:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  45,893.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   7,294.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  10,399.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  27,998.00\\n-------------------------------------------\\nSUBTOTAL RD$       91,584.00\\nIMPUESTO ITBIS RD$      16,485.12\\nTOTAL RD$         108,069.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3492258\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430320129"],"invoice_ids":["inv_ed546be8be04dd03143d"],"observation_id":"obs_7000f8fdad99f3b28aa0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.93,"augmentation_metadata":{"downscale_factor":0.639,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.852,"brightness_factor":0.876,"blur_sigma":0.653,"crop_applied":false,"camera_distance_factors":[0.904],"legibility_scale_corrections":[0.0],"final_contrast_stddev":34.11,"jpeg_quality":76,"documents":[{"rotation_deg":3.137,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17141664836724288361,"difficulty":"medium","split":"train"}
{"image":"images/607_004581.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130802238\",\"ncf\":\"E458422510519\",\"fecha_comprobante\":\"20240328\",\"monto_facturado\":15198.90,\"itbis_facturado\":2735.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":17934.70,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AYAMEN MULTISERVICES\\nRNC EMISOR: 132212721\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRANT GROUP L L C\\nRNC CLIENTE: 130802238\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458422510519\\nFACTURA NO.: 6408338\\nAUTORIZACION: 985062484\\nTELEFONO: 809-734-5346\\nFECHA: 28/03/2024  HORA: 11:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          2,903.90\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,625.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         9,037.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         1,022.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            610.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,198.90\\nITBIS 18% RD$       2,735.80\\nTOTAL RD$          17,934.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4718252\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 80663507\\nAM\\nPROCESADO\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132212721"],"invoice_ids":["inv_5562a1093d5900328f1b"],"observation_id":"obs_2a9f66b3d89e4713182a","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.937,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.87,"brightness_factor":0.915,"blur_sigma":0.186,"crop_applied":false,"camera_distance_factors":[0.987],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.7,"jpeg_quality":86,"documents":[{"rotation_deg":0.329,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AM"}]},"num_invoices":1,"seed":12170306333696634787,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 45191687\\n\\n--- FACTURA ---\\n\\nING FIDIAN ELECTRONIC\\nING FIDIAN ELECTRONIC SRL\\nRNC: 133109532\\nCLIENTE: HANEL RODRIGUEZ SANCHEZ\\nRNC CLIENTE: 00116488586\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0151893673\\nFACTURA NO.: 1697201\\nAUTORIZACION: 112475567\\nTELEFONO: 809-906-1643\\nFECHA: 01/08/2025  HORA: 13:13\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  6,814.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        6,814.00\\nITBIS RD$       1,226.52\\nTOTAL RD$           8,040.52\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9398684\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 43670244\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nANGELINE MARIE MONEGRO MEDINA\\nANGELINE MARIE MONEGRO MEDINA\\nRNC: 40213409028\\nCLIENTE: V & J BIENES RAICES S A\\nRNC CLIENTE: 101180889\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453806697426\\nFACTURA NO.: 9157781\\nAUTORIZACION: 89208653\\nTELEFONO: 809-664-8880\\nFECHA: 19/11/2025  HORA: 15:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                  15,895.50\\n-------------------------------------------\\nSUBTOTAL RD$       15,895.50\\nITBIS 18% RD$       2,861.19\\nTOTAL RD$          18,756.69\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2644066\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004587.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04000092959\",\"ncf\":\"B1588186984\",\"fecha_comprobante\":\"20240812\",\"monto_facturado\":5683.00,\"itbis_facturado\":1022.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6705.94,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430148182\",\"ncf\":\"B1462591236\",\"fecha_comprobante\":\"20241129\",\"monto_facturado\":51608.94,\"itbis_facturado\":9289.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27161.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":33736.77,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PROYECTOS E INVERS INMOB S A\\nRNC EMISOR: 102009181\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TOMAS AMADO LOPEZ MORROBEL\\nRNC CLIENTE: 04000092959\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1588186984\\nFACTURA NO.: 3981356\\nAUTORIZACION: 927793010\\nTELEFONO: 809-713-9257\\nFECHA: 12/08/2024  HORA: 18:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     319.50\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,164.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,619.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     580.50\\n-------------------------------------------\\nSUBTOTAL RD$        5,683.00\\nITBIS 18% RD$       1,022.94\\nTOTAL RD$           6,705.94\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1083554\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 53264396\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nGRUPO MATEO SANTIAGO CONTRUSCAR\\nRNC EMISOR: 133225931\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONDOMINIO RESIDENCIAL PAULET\\nRNC CLIENTE: 430148182\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1462591236\\nFACTURA NO.: 2724859\\nAUTORIZACION: 726878551\\nTELEFONO: 809-422-8453\\nFECHA: 29/11/2024  HORA: 18:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    BATERIA AUTOMOTRIZ          46,175.96\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     2,902.99\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,529.99\\n----------------------------------------------\\nSUB-TOTAL RD$       51,608.94\\nITBIS RD$       9,289.61\\nTOTAL RD$          60,898.55\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9240185\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCargo a oficina\"}","template_ids":[5,11],"business_categories":["comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["102009181","133225931"],"invoice_ids":["inv_affdf4c899002f850335","inv_11c9c55cb7802e033a27"],"observation_id":"obs_5660050b35f1d0f6eaeb","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.02,"augmentation_metadata":{"downscale_factor":0.795,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.788,"brightness_factor":1.055,"blur_sigma":0.51,"crop_applied":true,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.27,"jpeg_quality":74,"documents":[{"rotation_deg":0.998,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.807,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10021885152357735464,"difficulty":"hard","split":"test"}
{"image":"images/606_004588.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00106918428\",\"ncf\":\"B1457934316\",\"fecha_comprobante\":\"20241001\",\"monto_facturado_servicios\":83354.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15003.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"PEDRO ANTONIO BATISTA VENTURA\\nPEDRO ANTONIO BATISTA VENTURA\\nRNC: 00106918428\\nCLIENTE: S R C  COMUNICACIONES\\nRNC CLIENTE: 101887796\\nFACTURA DE CREDITO FISCAL\\nNCF B1457934316\\nFACTURA NO.: 1445676\\nAUTORIZACION: 213863288\\nTELEFONO: 809-339-3385\\nFECHA: 01/10/2024  HORA: 15:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  SERVICIO  GESTION DE REDES SOCIALES\\n                                  83,354.00\\n-------------------------------------------\\nSUBTOTAL RD$       83,354.00\\nIMPUESTO ITBIS RD$      15,003.72\\nTOTAL RD$          98,357.72\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1620938\\nGRACIAS POR SU COMPRA\\nEntregado\"}","template_ids":[5],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["00106918428"],"invoice_ids":["inv_e714337142f7e86b6930"],"observation_id":"obs_ff8358b8d0ffb01c294e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":12.22,"augmentation_metadata":{"downscale_factor":0.853,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.74,"brightness_factor":1.064,"blur_sigma":0.441,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.1,"jpeg_quality":79,"documents":[{"rotation_deg":-0.906,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7102444166119683114,"difficulty":"medium","split":"train"}
{"image":"images/607_004589.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132227492\",\"ncf\":\"E456028591186\",\"fecha_comprobante\":\"20240520\",\"monto_facturado\":1553.00,\"itbis_facturado\":279.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1832.54,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEFIU RENT-CAR AND IMPORT\\nRNC EMISOR: 131617451\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GROUP RICARTD SRL\\nRNC CLIENTE: 132227492\\nFACTURA DE CREDITO FISCAL\\nNCF E456028591186\\nFACTURA NO.: 1764413\\nAUTORIZACION: 741565216\\nTELEFONO: 809-464-2778\\nFECHA: 20/05/2024  HORA: 08:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     SERVICIO DE MENSAJERIA       1,553.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,553.00\\nITBIS RD$         279.54\\nTOTAL RD$           1,832.54\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7947754\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[3],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["131617451"],"invoice_ids":["inv_ddec2c841b66f67a38f9"],"observation_id":"obs_454b8090fa4d433996e3","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.99,"augmentation_metadata":{"downscale_factor":0.856,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.944,"brightness_factor":0.984,"blur_sigma":0.255,"crop_applied":false,"camera_distance_factors":[0.957],"legibility_scale_corrections":[0.0],"final_contrast_stddev":72.35,"jpeg_quality":76,"documents":[{"rotation_deg":-3.524,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4982855899979245445,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 72073643\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nINFORME SEMANAL\\nTERESA MIGUELINA DOTEL MEDINA\\nRNC: 02301035867\\nCLIENTE: POSSOLUTION C POR A\\nRNC CLIENTE: 130486212\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1423131022\\nFACTURA NO.: 5081537\\nAUTORIZACION: 76661624\\nTELEFONO: 809-906-1180\\nFECHA: 10/03/2024  HORA: 11:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    TARJETAS DE PRESENTACION     9,242.85\\n    1  SERVICIO  DISENO GRAFICO              10,883.50\\n    1  SERVICIO  IMPRESION FULL COLOR         6,529.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES   13,137.50\\n    5  UNIDAD    BANNER PUBLICITARIO         25,559.95\\n----------------------------------------------\\nSUB-TOTAL RD$       65,352.80\\nITBIS 18% RD$      11,763.50\\nTOTAL RD$          77,116.30\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9804949\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 81936403\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,11,13],"business_categories":["comercio_general","comercio_general","publicidad_impresion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132240545","131227912","02301035867"],"invoice_ids":["inv_4f4cf6d9f0508376db5e","inv_8ef0fafc1219db9b6520","inv_4b4a1ae7db1bbedef40b"],"observation_id":"obs_d94a1daa01892a0f0229","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.721,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.722,"brightness_factor":1.064,"blur_sigma":0.557,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.67,"jpeg_quality":80,"documents":[{"rotation_deg":-0.972,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.599,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.261,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SFI"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16718755887633056858,"difficulty":"hard","split":"train"}
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{"image":"images/607_004593.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131210155\",\"ncf\":\"E442562333406\",\"fecha_comprobante\":\"20240319\",\"monto_facturado\":145469.99,\"itbis_facturado\":26184.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":171654.59}],\"ocr\":\"SM DUGOUT SM\\nRNC EMISOR: 133366045\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EPICCEL SRL\\nRNC CLIENTE: 131210155\\nFACTURA DE CREDITO FISCAL\\nNCF E442562333406\\nFACTURA NO.: 5496738\\nAUTORIZACION: 849941658\\nTELEFONO: 809-981-1958\\nFECHA: 19/03/2024  HORA: 18:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BANNER PUBLICITARIO          6,500.00\\n    1  SERVICIO  IMPRESION FULL COLOR        11,233.00\\n    1  UNIDAD    TARJETAS DE PRESENTACION     1,352.99\\n    1  SERVICIO  DISENO GRAFICO              21,599.00\\n    5  SERVICIO  ROTULACION EN VINIL        104,785.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      145,469.99\\nITBIS 18% RD$      26,184.60\\nTOTAL RD$         171,654.59\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4643203\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 22655631\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["133366045"],"invoice_ids":["inv_719774f3617e374044ee"],"observation_id":"obs_a6e8898a02c4f7745bcd","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.44,"augmentation_metadata":{"downscale_factor":0.775,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.9,"brightness_factor":0.896,"blur_sigma":0.212,"crop_applied":false,"camera_distance_factors":[0.986],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.5,"jpeg_quality":89,"documents":[{"rotation_deg":1.875,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12845213283612184920,"difficulty":"medium","split":"train"}
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{"image":"images/606_004596.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131528414\",\"ncf\":\"E443926553963\",\"fecha_comprobante\":\"20241012\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":36079.97,\"itbis_facturado\":6494.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130060819\",\"ncf\":\"B0196146869\",\"fecha_comprobante\":\"20251122\",\"monto_facturado_servicios\":667.95,\"monto_facturado_bienes\":7493.00,\"itbis_facturado\":1468.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"06000110764\",\"ncf\":\"B0190557340\",\"fecha_comprobante\":\"20240305\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":758.00,\"itbis_facturado\":136.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"AGRICOLA FAIRTRASA\\nAGRICOLA FAIRTRASA SRL\\nRNC: 131528414\\nCLIENTE: HENRY CHARLES SRL\\nRNC CLIENTE: 133544229\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443926553963\\nFACTURA NO.: 1233394\\nAUTORIZACION: 260684786\\nTELEFONO: 809-238-2993\\nFECHA: 12/10/2024  HORA: 08:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,241.97\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  32,544.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,294.00\\n-------------------------------------------\\nSUBTOTAL RD$       36,079.97\\nITBIS RD$       6,494.39\\nTOTAL RD$          42,574.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4802751\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 63479889\\nAF\\n\\n--- FACTURA ---\\n\\nMALLORCA MUEBLES C POR A\\nMALLORCA MUEBLES C POR A\\nRNC EMISOR: 130060819\\nCLIENTE: ING MIGUEL A FRANCO M INGENIEROS CONSUL\\nRNC CLIENTE: 101883962\\nFACTURA DE CREDITO FISCAL\\nNCF B0196146869\\nFACTURA NO.: 9758948\\nAUTORIZACION: 652096646\\nTELEFONO: 809-634-9159\\nFECHA: 22/11/2025  HORA: 19:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             5,049.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,852.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           592.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            667.95\\n----------------------------------------------\\nSUBTOTAL RD$        8,160.95\\nIMPUESTO ITBIS RD$       1,468.97\\nTOTAL RD$           9,629.92\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6353953\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 65298819\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nCONFECCIONES FIOR\\nFIORDALIZA . RODRIGUEZ .\\nRNC 06000110764\\nCLIENTE: CARLITO CASTRO DIAS\\nRNC CLIENTE: 04900341035\\nFACTURA DE CREDITO FISCAL\\nNCF B0190557340\\nFACTURA NO.: 2132656\\nAUTORIZACION: 242278275\\nTELEFONO: 809-666-8619\\nFECHA: 05/03/2024  HORA: 14:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            758.00\\n----------------------------------------------\\nSUB-TOTAL RD$          758.00\\nITBIS RD$         136.44\\nTOTAL RD$             894.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5409171\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,7,6],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131528414","130060819","06000110764"],"invoice_ids":["inv_c7cded40fd915f3e8803","inv_7f0788fc23bc982a7fa5","inv_4a7b3af10f7e977f7a50"],"observation_id":"obs_256d105758c4b0e9ba33","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.91,"augmentation_metadata":{"downscale_factor":0.665,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":1.049,"brightness_factor":1.0,"blur_sigma":0.518,"crop_applied":false,"camera_distance_factors":[0.886,0.972,0.963],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":39.06,"jpeg_quality":78,"documents":[{"rotation_deg":1.078,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":1.791,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.549,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AF"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13033910175110321610,"difficulty":"hard","split":"train"}
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{"image":"images/607_004603.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133744813\",\"ncf\":\"B1467175561\",\"fecha_comprobante\":\"20240121\",\"monto_facturado\":21751.74,\"itbis_facturado\":3915.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":25667.05,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131441701\",\"ncf\":\"E458206460180\",\"fecha_comprobante\":\"20251003\",\"monto_facturado\":37965.95,\"itbis_facturado\":6833.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":44799.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MINI MARKET LAS COMADRES\\nRNC EMISOR: 132344359\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BENIBIL SRL\\nRNC CLIENTE: 133744813\\nFACTURA DE CREDITO FISCAL\\nNCF B1467175561\\nFACTURA NO.: 1201320\\nAUTORIZACION: 500415416\\nTELEFONO: 809-890-7188\\nFECHA: 21/01/2024  HORA: 08:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,013.99\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,172.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,760.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,224.75\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,581.00\\n-------------------------------------------\\nSUBTOTAL RD$       21,751.74\\nIMPUESTO ITBIS RD$       3,915.31\\nTOTAL RD$          25,667.05\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1174724\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 95663086\\n\\n--- FACTURA ---\\n\\nPOLLO LOCO\\nRNC EMISOR: 06500409641\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TENEDORA 889 EIRL\\nRNC CLIENTE: 131441701\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458206460180\\nFACTURA NO.: 7947640\\nAUTORIZACION: 990132986\\nTELEFONO: 809-639-7934\\nFECHA: 03/10/2025  HORA: 08:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PLATO DEL DIA                1,549.95\\n    1  SERVICIO  SERVICIO DE CATERING        34,952.00\\n    4  UNIDAD    POSTRE DE LA CASA            1,464.00\\n----------------------------------------------\\nSUB-TOTAL RD$       37,965.95\\nIMPUESTO ITBIS RD$       6,833.87\\nTOTAL RD$          44,799.82\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5270682\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 98235519\"}","template_ids":[0,3],"business_categories":["comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132344359","06500409641"],"invoice_ids":["inv_ef9401d18701df79767d","inv_35e88f1fd3b48177d587"],"observation_id":"obs_35329239e4dc7800f422","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.83,"augmentation_metadata":{"downscale_factor":0.74,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.946,"brightness_factor":0.885,"blur_sigma":0.721,"crop_applied":false,"camera_distance_factors":[0.967,0.961],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.32,"jpeg_quality":80,"documents":[{"rotation_deg":3.226,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.85,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1712563597151529835,"difficulty":"medium","split":"train"}
{"image":"images/606_004604.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06800222926\",\"ncf\":\"E441544151658\",\"fecha_comprobante\":\"20251117\",\"monto_facturado_servicios\":68933.93,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12408.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SAMUEL RODRIGUEZ UCETA\\nSAMUEL RODRIGUEZ UCETA\\nRNC: 06800222926\\nCLIENTE: TS-D-306 S A\\nRNC CLIENTE: 105023598\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441544151658\\nFACTURA NO.: 6006363\\nAUTORIZACION: 257053947\\nTELEFONO: 809-481-6095\\nFECHA: 17/11/2025  HORA: 09:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  VIAJE     SERVICIO DE MENSAJERIA\\n                                   4,260.00\\n    5  VIAJE     SERVICIO DE TRANSPORTE\\n                                  59,080.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                   4,261.95\\n    2  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,331.98\\n-------------------------------------------\\nSUBTOTAL RD$       68,933.93\\nITBIS RD$      12,408.11\\nTOTAL RD$          81,342.04\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8733377\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["06800222926"],"invoice_ids":["inv_e9a76bc10ad5d563b58d"],"observation_id":"obs_b5ded6e1c90a54be8173","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.26,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.985,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":97,"documents":[{"rotation_deg":0.058,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14477543967277662674,"difficulty":"clean","split":"train"}
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{"image":"images/607_004611.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130531455\",\"ncf\":\"B1512790708\",\"fecha_comprobante\":\"20251127\",\"monto_facturado\":174500.00,\"itbis_facturado\":31410.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":205910.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA TERESA RAYO BREA\\nRNC EMISOR: 00107910747\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROCIMEL INGENIERIA SRL\\nRNC CLIENTE: 130531455\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1512790708\\nFACTURA NO.: 9266625\\nAUTORIZACION: 400418965\\nTELEFONO: 809-223-7222\\nFECHA: 27/11/2025  HORA: 12:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       111,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  MES       SUPERVISION DE OBRA         48,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      174,500.00\\nITBIS 18% RD$      31,410.00\\nTOTAL RD$         205,910.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4964782\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 64013251\\nDETALLE DE SERVICIOS\\nPROCESADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00107910747"],"invoice_ids":["inv_6b325d3b9cb0d0dd28e0"],"observation_id":"obs_6fe32f1b8c878eba74b3","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.46,"augmentation_metadata":{"downscale_factor":0.847,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.945,"brightness_factor":1.006,"blur_sigma":0.524,"crop_applied":false,"camera_distance_factors":[0.883],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.2,"jpeg_quality":81,"documents":[{"rotation_deg":3.394,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16232195201483984652,"difficulty":"medium","split":"train"}
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{"image":"images/607_004613.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130201392\",\"ncf\":\"E453612735693\",\"fecha_comprobante\":\"20240206\",\"monto_facturado\":357.00,\"itbis_facturado\":64.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":421.26,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEXTVOLTENERGY\\nRNC EMISOR: 133708531\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUCESORES DE ANA MARIA SANCHEZ\\nBRACHE\\nRNC CLIENTE: 130201392\\nFACTURA DE CREDITO FISCAL\\nNCF: E453612735693\\nFACTURA NO.: 3329474\\nAUTORIZACION: 435385962\\nTELEFONO: 809-329-8940\\nFECHA: 06/02/2024  HORA: 19:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     357.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          357.00\\nIMPUESTO ITBIS RD$          64.26\\nTOTAL RD$             421.26\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1870826\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133708531"],"invoice_ids":["inv_028afa66a526bae3ade1"],"observation_id":"obs_2b7f3a4564578742c5e8","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":10.56,"augmentation_metadata":{"downscale_factor":0.686,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.899,"brightness_factor":0.851,"blur_sigma":0.886,"crop_applied":false,"camera_distance_factors":[0.897],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.45,"jpeg_quality":78,"documents":[{"rotation_deg":2.399,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13244451448798580006,"difficulty":"medium","split":"test"}
{"image":"images/606_004614.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"102311897\",\"ncf\":\"E453060462092\",\"fecha_comprobante\":\"20250203\",\"monto_facturado_servicios\":865.99,\"monto_facturado_bienes\":25068.75,\"itbis_facturado\":4668.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"TIPIRSA\\nTIRSO PINALES ROMERO & ASOCIADOS S A\\nRNC 102311897\\nCLIENTE: ANDREINA ALTAGRACIA            MARTINEZ\\nRNC CLIENTE: 03300321290\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453060462092\\nFACTURA NO.: 6828775\\nAUTORIZACION: 758430903\\nTELEFONO: 809-226-7198\\nFECHA: 03/02/2025  HORA: 12:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            18,874.75\\n    1  SERVICIO  SERVICIO DE ENTREGA            865.99\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            454.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,560.00\\n    4  UNIDAD    MATERIAL DE OFICINA          4,180.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       25,934.74\\nITBIS 18% RD$       4,668.25\\nTOTAL RD$          30,602.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9056389\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["102311897"],"invoice_ids":["inv_f097a7c0c016999760a3"],"observation_id":"obs_5b53c702c3b0fe34093b","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.986,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":51.84,"jpeg_quality":98,"documents":[{"rotation_deg":-0.024,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13124295010460777597,"difficulty":"clean","split":"train"}
{"image":"images/607_004615.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00110901931\",\"ncf\":\"E321133240403\",\"fecha_comprobante\":\"20241124\",\"monto_facturado\":1387.00,\"itbis_facturado\":249.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1636.66,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430203386\",\"ncf\":\"E314872708579\",\"fecha_comprobante\":\"20241027\",\"monto_facturado\":230444.00,\"itbis_facturado\":41479.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":51.83,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":271975.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40220310284\",\"ncf\":\"B0138546455\",\"fecha_comprobante\":\"20250921\",\"monto_facturado\":119775.94,\"itbis_facturado\":21559.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":141335.61,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DIOSELINA ALTAGRACIA PERERA CASTELLANOS DE\\nRNC EMISOR: 02300867385\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YSABEL ANTONIA DE LEON\\nRNC CLIENTE: 00110901931\\nFACTURA DE CREDITO FISCAL\\nNCF: E321133240403\\nFACTURA NO.: 4131965\\nAUTORIZACION: 128770002\\nTELEFONO: 809-841-8065\\nFECHA: 24/11/2024  HORA: 08:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,387.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,387.00\\nITBIS 18% RD$         249.66\\nTOTAL RD$           1,636.66\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 631853\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 60562669\\n\\n--- FACTURA ---\\n\\nNIXIANA MARINA DIAZ SANTANA\\nRNC EMISOR: 00106655483\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION PARA LA INNOVACION EMPRENDIM\\nRNC CLIENTE: 430203386\\nFACTURA DE CREDITO FISCAL\\nNCF E314872708579\\nFACTURA NO.: 1606216\\nAUTORIZACION: 563070191\\nTELEFONO: 809-956-7922\\nFECHA: 27/10/2024  HORA: 17:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS    33,444.00\\n    1  VISITA    INSPECCION TECNICA           9,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      137,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    32,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      230,444.00\\nITBIS RD$      41,479.92\\nOTROS IMPUESTOS RD$      51.83\\nTOTAL RD$         271,975.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8073450\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 74036346\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\\n\\n--- FACTURA ---\\n\\nINVERANMICA\\nRNC EMISOR: 130754543\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA ELENA CONTRERAS OJEN\\nRNC CLIENTE: 40220310284\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0138546455\\nFACTURA NO.: 7246025\\nAUTORIZACION: 280085527\\nTELEFONO: 809-789-1962\\nFECHA: 21/09/2025  HORA: 10:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO        3,092.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE FRENO   17,024.95\\n    1  SERVICIO  REPARACION MECANICA         31,983.99\\n    5  UNIDAD    BATERIA AUTOMOTRIZ          67,045.00\\n    1  UNIDAD    FILTRO DE ACEITE               630.00\\n----------------------------------------------\\nSUB-TOTAL RD$      119,775.94\\nIMPUESTO ITBIS RD$      21,559.67\\nTOTAL RD$         141,335.61\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4688711\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004621.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00300349479\",\"ncf\":\"E321359141477\",\"fecha_comprobante\":\"20250812\",\"monto_facturado\":37029.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":37029.00},{\"rnc\":\"133033178\",\"ncf\":\"E440710562086\",\"fecha_comprobante\":\"20240608\",\"monto_facturado\":151000.00,\"itbis_facturado\":27180.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":178180.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RUDILENIA DEL CARMEN QUEZADA ZARZUELA DE M\\nRNC EMISOR: 03600387249\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL ENRIQUE CRUZ BAEZ\\nRNC CLIENTE: 00300349479\\nFACTURA DE CREDITO FISCAL\\nNCF: E321359141477\\nFACTURA NO.: 4511380\\nAUTORIZACION: 872953334\\nTELEFONO: 809-504-8410\\nFECHA: 12/08/2025  HORA: 20:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           27,576.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         7,899.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,554.00\\n----------------------------------------------\\nSUBTOTAL RD$       37,029.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          37,029.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1132871\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 76615714\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRDC\\n\\n--- FACTURA ---\\n\\nELIZABETH ALEXANDRA AQUINO MESA\\nRNC EMISOR: 03400499442\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INPRINTALL SRL\\nRNC CLIENTE: 133033178\\nFACTURA DE CREDITO FISCAL\\nNCF E440710562086\\nFACTURA NO.: 2589836\\nAUTORIZACION: 624498311\\nTELEFONO: 809-513-2949\\nFECHA: 08/06/2024  HORA: 17:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   18,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    65,000.00\\n    1  MES       SUPERVISION DE OBRA         35,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  SERVICIO  ASESORIA TECNICA            12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      151,000.00\\nIMPUESTO ITBIS RD$      27,180.00\\nTOTAL RD$         178,180.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5155206\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 55645574\\nRESUMEN\\nEAA\"}","template_ids":[3,12],"business_categories":["transporte","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03600387249","03400499442"],"invoice_ids":["inv_7c4a9bfe058d79bb68aa","inv_8d4c0a74ff0b1123dffd"],"observation_id":"obs_8c311fa0a6c75af17d4d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.008,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":32.71,"jpeg_quality":98,"documents":[{"rotation_deg":-0.119,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.014,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RDC"},{"kind":"initials","text":"EAA"}]},"num_invoices":2,"seed":117980846034001468,"difficulty":"medium","split":"train"}
{"image":"images/606_004622.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101744189\",\"ncf\":\"E326812605672\",\"fecha_comprobante\":\"20240128\",\"monto_facturado_servicios\":597.99,\"monto_facturado_bienes\":18155.50,\"itbis_facturado\":3375.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132232437\",\"ncf\":\"B1559491646\",\"fecha_comprobante\":\"20241228\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":746.00,\"itbis_facturado\":134.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131506828\",\"ncf\":\"E321399055353\",\"fecha_comprobante\":\"20250217\",\"monto_facturado_servicios\":464550.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"INDOGRASCO S A\\nINDOGRASCO S A\\nRNC: 101744189\\nCLIENTE: MARTHA MARUJA SANTANA AMPARO\\nRNC CLIENTE: 00117897983\\nFACTURA DE CREDITO FISCAL\\nNCF E326812605672\\nFACTURA NO.: 5254665\\nAUTORIZACION: 994196627\\nTELEFONO: 809-685-1335\\nFECHA: 28/01/2024  HORA: 09:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,225.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         5,618.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            924.00\\n    4  UNIDAD    MATERIAL DE OFICINA          4,388.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            597.99\\n----------------------------------------------\\nSUB-TOTAL RD$       18,753.49\\nITBIS RD$       3,375.63\\nTOTAL RD$          22,129.12\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3778683\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 86370392\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nAGRO BXB\\nAGRO BXB SRL\\nRNC: 132232437\\nCLIENTE: IDEINY IVELISSE MATIAS DIAZ\\nRNC CLIENTE: 22500122282\\nFACTURA DE CREDITO FISCAL\\nNCF B1559491646\\nFACTURA NO.: 4761582\\nAUTORIZACION: 538238608\\nTELEFONO: 809-448-3647\\nFECHA: 28/12/2024  HORA: 14:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           458.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            288.00\\n----------------------------------------------\\nSUB-TOTAL RD$          746.00\\nITBIS RD$         134.28\\nTOTAL RD$             880.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1527585\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 48124488\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCOPIA\\n\\n--- FACTURA ---\\n\\nHIDALGO & SANDOVAL\\nHIDALGO & SANDOVAL SRL\\nRNC 131506828\\nCLIENTE: CANADA INTERNACIONAL PRODUCT CIP SRL\\nRNC CLIENTE: 131264646\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321399055353\\nFACTURA NO.: 2605373\\nAUTORIZACION: 667248291\\nTELEFONO: 809-731-9283\\nFECHA: 17/02/2025  HORA: 17:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          464,550.00\\n----------------------------------------------\\nSUB-TOTAL RD$      464,550.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         464,550.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3584666\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 58603810\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJUANA EVANGELISTA  MARTE MORENO\\nJUANA EVANGELISTA  MARTE MORENO\\nRNC EMISOR: 00800164881\\nCLIENTE: EXPORT ARTESANAL QUISQUEYA CXA\\nRNC CLIENTE: 101129913\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327239777486\\nFACTURA NO.: 1323940\\nAUTORIZACION: 890152001\\nTELEFONO: 809-832-2863\\nFECHA: 29/05/2024  HORA: 15:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  17,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  28,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  16,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  57,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      118,000.00\\nITBIS RD$      21,240.00\\nTOTAL RD$         139,240.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4839931\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004639.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22301154948\",\"ncf\":\"E316525946220\",\"fecha_comprobante\":\"20251219\",\"monto_facturado\":59202.00,\"itbis_facturado\":10656.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":69858.36}],\"ocr\":\"ALGUACIL\\nRNC EMISOR: 03700891223\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JAIRO VASQUEZ ELADIO\\nRNC CLIENTE: 22301154948\\nFACTURA DE CREDITO FISCAL\\nNCF: E316525946220\\nFACTURA NO.: 3509612\\nAUTORIZACION: 817943735\\nTELEFONO: 809-905-8196\\nFECHA: 19/12/2025  HORA: 18:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   21,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    15,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       15,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       3,000.00\\n    3  PAGINA    TRADUCCION DE DOCUMENTOS     5,202.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       59,202.00\\nIMPUESTO ITBIS RD$      10,656.36\\nTOTAL RD$          69,858.36\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 2912298\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 40496545\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03700891223"],"invoice_ids":["inv_a9641b94e717269372dd"],"observation_id":"obs_aadd7184fb291081724f","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.28,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":1.047,"blue_scale":0.953,"contrast_factor":0.863,"brightness_factor":0.989,"blur_sigma":0.065,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.95,"jpeg_quality":89,"documents":[{"rotation_deg":1.189,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16567896020116037231,"difficulty":"light","split":"train"}
{"image":"images/606_004640.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101091975\",\"ncf\":\"E441683730508\",\"fecha_comprobante\":\"20251210\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":28863.00,\"itbis_facturado\":5195.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"EDUCADORES INTERNAC C POR A\\nEDUCADORES INTERNAC C POR A\\nRNC: 101091975\\nCLIENTE: ALEXIS DICKSON BATISTA\\nRNC CLIENTE: 07100460075\\nFACTURA DE CREDITO FISCAL\\nNCF: E441683730508\\nFACTURA NO.: 6805582\\nAUTORIZACION: 20408716\\nTELEFONO: 809-816-4349\\nFECHA: 10/12/2025  HORA: 08:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,036.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  22,827.00\\n-------------------------------------------\\nSUBTOTAL RD$       28,863.00\\nITBIS 18% RD$       5,195.34\\nTOTAL RD$          34,058.34\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7669183\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 75795024\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101091975"],"invoice_ids":["inv_45b5df2b253a0db9ccbb"],"observation_id":"obs_3a70949c8ec917e65392","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.821,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":1.105,"brightness_factor":1.013,"blur_sigma":0.019,"crop_applied":false,"camera_distance_factors":[0.954],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.63,"jpeg_quality":90,"documents":[{"rotation_deg":-0.563,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15448848665176854149,"difficulty":"light","split":"train"}
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{"image":"images/606_004646.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132305914\",\"ncf\":\"E320107745723\",\"fecha_comprobante\":\"20240301\",\"monto_facturado_servicios\":24285.99,\"monto_facturado_bienes\":6505.99,\"itbis_facturado\":4371.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CARIBBEAN BOTANICAL GARDEN CBG\\nCARIBBEAN BOTANICAL GARDEN CBG SRL\\nRNC 132305914\\nCLIENTE: JUAN ALEJANDRO MOLA ROSA\\nRNC CLIENTE: 00100474725\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E320107745723\\nFACTURA NO.: 4015076\\nAUTORIZACION: 978619209\\nTELEFONO: 809-269-2696\\nFECHA: 01/03/2024  HORA: 20:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   ARROZ EN CASCARA             6,471.00\\n    1  UNIDAD    PLATANO BARAHONERO              34.99\\n    1  SERVICIO  SERVICIO DE COSECHA         24,285.99\\n----------------------------------------------\\nSUB-TOTAL RD$       30,791.98\\nITBIS 18% RD$       4,371.48\\nTOTAL RD$          35,163.46\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1276681\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 23840758\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["132305914"],"invoice_ids":["inv_bb82015fa831561c00d6"],"observation_id":"obs_de29886a8e39c77d91d5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.89,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.967,"brightness_factor":0.989,"blur_sigma":0.063,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.14,"jpeg_quality":94,"documents":[{"rotation_deg":-0.54,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4547434858622900462,"difficulty":"light","split":"train"}
{"image":"images/607_004647.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02500376518\",\"ncf\":\"E452713142204\",\"fecha_comprobante\":\"20250107\",\"monto_facturado\":20508.97,\"itbis_facturado\":3691.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":24200.58},{\"rnc\":\"131342825\",\"ncf\":\"B0214593168\",\"fecha_comprobante\":\"20241217\",\"monto_facturado\":19674.00,\"itbis_facturado\":3541.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":23215.32,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AYUNTAMIENTO MUNICIPAL EL CERCADO\\nRNC EMISOR: 418000132\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GABRIEL PEGUERO MORALES\\nRNC CLIENTE: 02500376518\\nFACTURA DE CREDITO FISCAL\\nNCF E452713142204\\nFACTURA NO.: 5415651\\nAUTORIZACION: 502106453\\nTELEFONO: 809-699-9803\\nFECHA: 07/01/2025  HORA: 20:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,385.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,077.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,046.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,508.97\\nIMPUESTO ITBIS RD$       3,691.61\\nTOTAL RD$          24,200.58\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 8648642\\nGRACIAS POR SU COMPRA\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nREPUESTOS MORENO\\nRNC EMISOR: 00102972791\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROCKPOINT GROUP SRL\\nRNC CLIENTE: 131342825\\nFACTURA DE CREDITO FISCAL\\nNCF: B0214593168\\nFACTURA NO.: 2408553\\nAUTORIZACION: 653005935\\nTELEFONO: 809-703-8822\\nFECHA: 17/12/2024  HORA: 18:19\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 16,570.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                  3,104.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       19,674.00\\nIMPUESTO ITBIS RD$       3,541.32\\nTOTAL RD$          23,215.32\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3232187\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 48289957\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["418000132","00102972791"],"invoice_ids":["inv_fb8be58213ba1c539cbb","inv_977a195c3ffb35587c77"],"observation_id":"obs_2d684e3ff5cad70b39c0","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":6.78,"augmentation_metadata":{"downscale_factor":0.793,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.919,"brightness_factor":1.035,"blur_sigma":0.258,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.21,"jpeg_quality":72,"documents":[{"rotation_deg":0.513,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.792,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11475160767914971589,"difficulty":"hard","split":"train"}
{"image":"images/606_004648.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101260404\",\"ncf\":\"E442436394021\",\"fecha_comprobante\":\"20240507\",\"monto_facturado_servicios\":268500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":48330.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CLARA ENILDA ALTAGRACIA THEN PEREYRA\\nCLARA ENILDA ALTAGRACIA THEN PEREYRA\\nRNC: 00101260404\\nCLIENTE: DIBREM SRL\\nRNC CLIENTE: 131445179\\nFACTURA DE CREDITO FISCAL\\nNCF: E442436394021\\nFACTURA NO.: 9188103\\nAUTORIZACION: 213707759\\nTELEFONO: 809-846-3377\\nFECHA: 07/05/2024  HORA: 17:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         61,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    62,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       47,500.00\\n    1  PROYECTO  DISENO DE PLANOS            97,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      268,500.00\\nITBIS RD$      48,330.00\\nTOTAL RD$         316,830.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9729459\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 99748220\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101260404"],"invoice_ids":["inv_7773132064708a4de88d"],"observation_id":"obs_afc0077c2fb64493542c","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":7.39,"augmentation_metadata":{"downscale_factor":0.426,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.0,"brightness_factor":0.923,"blur_sigma":1.027,"crop_applied":false,"camera_distance_factors":[0.949],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.45,"jpeg_quality":66,"documents":[{"rotation_deg":-0.389,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3434946763945191393,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 35940285\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nSHIELD TECH SEC\\nRNC EMISOR: 131092217\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUZ GARDENIA BRITO PEREZ\\nRNC CLIENTE: 04600254124\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1594481673\\nFACTURA NO.: 9745677\\nAUTORIZACION: 85580875\\nTELEFONO: 809-460-3562\\nFECHA: 30/03/2025  HORA: 16:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          9,400.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        9,400.00\\nIMPUESTO ITBIS RD$       1,692.00\\nTOTAL RD$          11,092.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7646494\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 89414575\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nLOURDES ALTAGRACIA RODRIGUEZ\\nRNC EMISOR: 03700495983\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS FRANCISCO DE LA ROSA UREÑA\\nRNC CLIENTE: 04700982228\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1402796163\\nFACTURA NO.: 5328012\\nAUTORIZACION: 813657377\\nTELEFONO: 809-891-8125\\nFECHA: 10/03/2024  HORA: 20:46\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                                    692.00\\n    8  LIBRA     HARINA DE TRIGO LIBRA\\n                                                    240.00\\n    1  PAQUETE   SERVILLETAS PAQUETE 100 UND\\n                                                     75.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        1,007.00\\nITBIS RD$         138.06\\nTOTAL RD$           1,145.06\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4724155\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 46364149\\n\\n--- FACTURA ---\\n\\nSHELTON DIAZ & ASOCIADOS C POR A\\nRNC EMISOR: 101800496\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIO PEREZ UBIERA\\nRNC CLIENTE: 02900116639\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0278068392\\nFACTURA NO.: 6340458\\nAUTORIZACION: 200253204\\nTELEFONO: 809-222-3488\\nFECHA: 18/06/2025  HORA: 19:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        10,594.00\\n    3  UNIDAD    EQUIPO ELECTRICO            13,854.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            282.95\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,005.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,494.00\\n----------------------------------------------\\nSUB-TOTAL RD$       28,229.95\\nIMPUESTO ITBIS RD$       5,081.39\\nTOTAL RD$          33,311.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9114431\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,6,9,13],"business_categories":["restaurante","comercio_general","colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["131941931","131092217","03700495983","101800496"],"invoice_ids":["inv_816b901c7ae912aa4c03","inv_54245498b73b5e3ad63c","inv_5216a90c07f500b619ef","inv_54fe045329a16499c346"],"observation_id":"obs_480dc1a575bb503c7d79","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.88,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.923,"brightness_factor":1.054,"blur_sigma":0.128,"crop_applied":false,"camera_distance_factors":[0.883,0.944,0.907,0.959],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":22.86,"jpeg_quality":93,"documents":[{"rotation_deg":-0.27,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.088,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.938,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.634,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":17577423024650281849,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_004673.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130986762\",\"ncf\":\"E454289689073\",\"fecha_comprobante\":\"20241030\",\"monto_facturado\":129697.75,\"itbis_facturado\":23345.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":153043.35,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAMON ALFONSO SANCHEZ GUZMAN\\nRNC EMISOR: 03104021237\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GEOVANNY MELO CONFECCIONES SRL\\nRNC CLIENTE: 130986762\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454289689073\\nFACTURA NO.: 7772936\\nAUTORIZACION: 611005749\\nTELEFONO: 809-246-1231\\nFECHA: 30/10/2024  HORA: 09:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     SERVICIO DE TRANSPORTE      19,803.80\\n    3  VIAJE     TRANSPORTE DE CARGA        107,604.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA       2,289.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$      129,697.75\\nITBIS 18% RD$      23,345.60\\nTOTAL RD$         153,043.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6769748\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 12596346\\nRESUMEN\"}","template_ids":[12],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["03104021237"],"invoice_ids":["inv_65ab730bee8a19725fbc"],"observation_id":"obs_c3e0fae452846c5a17da","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.82,"augmentation_metadata":{"downscale_factor":0.765,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.983,"brightness_factor":1.024,"blur_sigma":0.272,"crop_applied":false,"camera_distance_factors":[0.902],"legibility_scale_corrections":[0.0],"final_contrast_stddev":91.07,"jpeg_quality":78,"documents":[{"rotation_deg":1.745,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16101030064404951643,"difficulty":"medium","split":"train"}
{"image":"images/606_004674.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03300002569\",\"ncf\":\"B0261017245\",\"fecha_comprobante\":\"20250602\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1123.23,\"itbis_facturado\":41.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SUPER COLMADO YADIEL\\nJOSE RAFAEL LUCIANO FERREIRAS\\nRNC 03300002569\\nCLIENTE: RM REMIX MODEL SRL\\nRNC CLIENTE: 132384164\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0261017245\\nFACTURA NO.: 1783663\\nAUTORIZACION: 483486782\\nTELEFONO: 809-519-1509\\nFECHA: 02/06/2025  HORA: 20:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    HABICHUELAS 800 G\\n                                     239.98\\n  2.5  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     471.25\\n    2  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     228.00\\n    2  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     184.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,123.23\\nITBIS RD$          41.04\\nTOTAL RD$           1,164.27\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5772609\\nGRACIAS POR SU COMPRA\\nSCY\\nPagado\"}","template_ids":[0],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["03300002569"],"invoice_ids":["inv_d5b59f9be9b808355d10"],"observation_id":"obs_fdbc5e7ce8ba67dbd6fb","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":8.96,"augmentation_metadata":{"downscale_factor":0.526,"red_scale":1.054,"blue_scale":0.946,"contrast_factor":0.976,"brightness_factor":0.95,"blur_sigma":0.869,"crop_applied":false,"camera_distance_factors":[0.898],"legibility_scale_corrections":[0.0],"final_contrast_stddev":57.31,"jpeg_quality":81,"documents":[{"rotation_deg":-2.106,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SCY"}]},"num_invoices":1,"seed":1192999412317345799,"difficulty":"very_hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 11081560\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nLUNIA\\nRNC EMISOR: 133570777\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMPANIA DE INVERSIONES FIRST\\nCLASS SRL\\nRNC CLIENTE: 130594708\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0256957495\\nFACTURA NO.: 6837171\\nAUTORIZACION: 362957976\\nTELEFONO: 809-381-1157\\nFECHA: 03/01/2025  HORA: 13:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,243.80\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  15,971.90\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,865.00\\n-------------------------------------------\\nSUBTOTAL RD$       29,080.70\\nITBIS 18% RD$       5,234.53\\nTOTAL RD$          34,315.23\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5564451\\nGRACIAS POR SU COMPRA\\nVerificado\\n\\n--- FACTURA ---\\n\\nDENTAL CIBAO\\nRNC EMISOR: 05400615422\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LINO COMPRA Y VENDE C POR A\\nRNC CLIENTE: 103032753\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327633207677\\nFACTURA NO.: 9030501\\nAUTORIZACION: 555599676\\nTELEFONO: 809-480-5027\\nFECHA: 07/12/2024  HORA: 10:28\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  SERVICIO  ANALISIS DE LABORATORIO\\n                                                  2,756.00\\n    2  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                                  3,835.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        6,591.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           6,591.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3862120\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPAPELERIA E IMPRENTA ANA FELICIA\\nRNC EMISOR: 00107350142\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NILAKALINA SRL\\nRNC CLIENTE: 131977146\\nFACTURA DE CREDITO FISCAL\\nNCF: B1531260916\\nFACTURA NO.: 9613969\\nAUTORIZACION: 688281327\\nTELEFONO: 809-674-4539\\nFECHA: 21/02/2025  HORA: 11:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,061.90\\n-------------------------------------------\\nBASE IMPONIBLE RD$       12,061.90\\nIMPUESTO ITBIS RD$       2,171.14\\nTOTAL RD$          14,233.04\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4156629\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 28309273\"}","template_ids":[1,5,9,0],"business_categories":["profesional","comercio_general","salud","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00108582958","133570777","05400615422","00107350142"],"invoice_ids":["inv_bbb6e77fa2892e1c10e8","inv_4e5763ff37ae30cdefbf","inv_15b09dd266e5f74356a5","inv_359fa1cf3e9f37d8c865"],"observation_id":"obs_2deac9cbd12007d7b1a1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.831,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":0.709,"brightness_factor":1.059,"blur_sigma":0.655,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":53.07,"jpeg_quality":85,"documents":[{"rotation_deg":1.625,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.484,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.694,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.63,"perspective":0.008,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":14072943449879490072,"difficulty":"very_hard","split":"train"}
{"image":"images/606_004676.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133071118\",\"ncf\":\"B0251699761\",\"fecha_comprobante\":\"20240614\",\"monto_facturado_servicios\":816.00,\"monto_facturado_bienes\":14996.99,\"itbis_facturado\":2846.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"AGRO QUIMICA EOR\\nAGRO QUIMICA EOR SRL\\nRNC 133071118\\nCLIENTE: JESÚS MIGUEL MARÍA NUÑEZ\\nRNC CLIENTE: 05401569891\\nFACTURA DE CREDITO FISCAL\\nNCF B0251699761\\nFACTURA NO.: 7949366\\nAUTORIZACION: 371050192\\nTELEFONO: 809-719-5022\\nFECHA: 14/06/2024  HORA: 18:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,755.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     816.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,467.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,532.99\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,242.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,812.99\\nIMPUESTO ITBIS RD$       2,846.34\\nTOTAL RD$          18,659.33\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1460212\\nGRACIAS POR SU COMPRA\\nPagado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133071118"],"invoice_ids":["inv_6e6cd2cba2df0a379c8c"],"observation_id":"obs_4d212685d3a41b1d7ef7","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":10.21,"augmentation_metadata":{"downscale_factor":0.865,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.888,"brightness_factor":1.001,"blur_sigma":0.399,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.13,"jpeg_quality":82,"documents":[{"rotation_deg":-0.682,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15486745543698604557,"difficulty":"hard","split":"test"}
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UND. DESCRIPCION IMPORTE\\nEntregado\\n\\n--- FACTURA ---\\n\\nDOMINGA ROSA MORENO\\nDOMINGA ROSA MORENO\\nRNC: 00107795668\\nCLIENTE: SOCIETE BELLE EPOQUE SBE SRL\\nRNC CLIENTE: 133429438\\nFACTURA DE CREDITO FISCAL\\nNCF E314039110947\\nFACTURA NO.: 5513254\\nAUTORIZACION: 650134278\\nTELEFONO: 809-263-2929\\nFECHA: 05/04/2025  HORA: 14:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       14,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   28,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    21,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       63,000.00\\nITBIS 18% RD$      11,340.00\\nTOTAL RD$          74,340.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9558226\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 67897664\\nRESUMEN\\nArchivado\\n\\n--- FACTURA ---\\n\\nADOSAFI\\nASOCIACION DOMINICANA DE SOCIEDADES ADMINISTRADO\\nRNC: 430149292\\nCLIENTE: CENTRO AUTOMOTRIZ PUMA S A\\nRNC CLIENTE: 124005566\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1550416689\\nFACTURA NO.: 5467116\\nAUTORIZACION: 875104116\\nTELEFONO: 809-368-1196\\nFECHA: 27/08/2024  HORA: 09:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       27,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       27,500.00\\nITBIS RD$       4,950.00\\nTOTAL RD$          32,450.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 3612676\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 99152190\\nDETALLE DE SERVICIOS\"}","template_ids":[7,12,4],"business_categories":["profesional","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00109357194","00107795668","430149292"],"invoice_ids":["inv_7573db620cd9080acbfe","inv_f44442a47084eb90a7a7","inv_d7360a54b93da193d653"],"observation_id":"obs_fb05bc12b1a330fb93bc","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.891,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.657,"brightness_factor":1.097,"blur_sigma":0.274,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.35,"jpeg_quality":87,"documents":[{"rotation_deg":-0.179,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.049,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.121,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11313424743233588255,"difficulty":"hard","split":"train"}
{"image":"images/607_004695.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00115220030\",\"ncf\":\"E458955423630\",\"fecha_comprobante\":\"20240324\",\"monto_facturado\":52480.00,\"itbis_facturado\":9446.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":61926.40,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130189781\",\"ncf\":\"E312325670984\",\"fecha_comprobante\":\"20240202\",\"monto_facturado\":9319.45,\"itbis_facturado\":1677.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4494.18,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6502.77,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ATABEYRA CORDERO PENA\\nRNC EMISOR: 00112973490\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JULIO CESAR PEREZ ARNO\\nRNC CLIENTE: 00115220030\\nFACTURA DE CREDITO FISCAL\\nNCF: E458955423630\\nFACTURA NO.: 9834712\\nAUTORIZACION: 331115396\\nTELEFONO: 809-479-9493\\nFECHA: 24/03/2024  HORA: 13:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                   7,500.00\\n   14  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  21,980.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  10,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  13,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       52,480.00\\nIMPUESTO ITBIS RD$       9,446.40\\nTOTAL RD$          61,926.40\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2605000\\nGRACIAS POR SU COMPRA\\nPendiente\\n\\n--- FACTURA ---\\n\\nGRUPO SAMARO\\nRNC EMISOR: 131704842\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EBER COURIER SERVICES C POR A\\nRNC CLIENTE: 130189781\\nFACTURA DE CREDITO FISCAL\\nNCF: E312325670984\\nFACTURA NO.: 6295249\\nAUTORIZACION: 105594986\\nTELEFONO: 809-433-2949\\nFECHA: 02/02/2024  HORA: 10:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,663.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,655.95\\n-------------------------------------------\\nSUBTOTAL RD$        9,319.45\\nITBIS RD$       1,677.50\\nTOTAL RD$          10,996.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3880873\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 47372057\\nGS\\nPAGADO\"}","template_ids":[1,0],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00112973490","131704842"],"invoice_ids":["inv_23438cb4a067cd53f46d","inv_d1e14bafba21c58513cf"],"observation_id":"obs_9b9202eabb16454b9357","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":7.76,"augmentation_metadata":{"downscale_factor":0.923,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.979,"brightness_factor":0.99,"blur_sigma":0.223,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.71,"jpeg_quality":93,"documents":[{"rotation_deg":0.188,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.619,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"GS"}]},"num_invoices":2,"seed":12085705788206442057,"difficulty":"medium","split":"train"}
{"image":"images/606_004696.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133117428\",\"ncf\":\"B1498808427\",\"fecha_comprobante\":\"20250122\",\"monto_facturado_servicios\":7500.00,\"monto_facturado_bienes\":20169.00,\"itbis_facturado\":4980.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CONSTRCCIONES HENRY KENSON\\nCONSTRCCIONES HENRY KENSON SRL\\nRNC EMISOR: 133117428\\nCLIENTE: RAFAEL FREDY MORILLO OGANDO\\nRNC CLIENTE: 01200034740\\nFACTURA DE CREDITO FISCAL\\nNCF B1498808427\\nFACTURA NO.: 3263873\\nAUTORIZACION: 896433927\\nTELEFONO: 809-319-8045\\nFECHA: 22/01/2025  HORA: 08:21\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  QUINTAL   VARILLA CORRUGADA 3/8\\n                                                 13,504.00\\n    5  LIBRA     CLAVOS CORRIENTES 2 PULGADAS\\n                                                    240.00\\n    5  UNIDAD    TUBO PVC PRESION 2 PULGADAS\\n                                                  5,855.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS\\n                                                  7,500.00\\n    3  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                    570.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       27,669.00\\nIMPUESTO ITBIS RD$       4,980.42\\nTOTAL RD$          32,649.42\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4205379\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 78522171\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\\nEntregado\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133117428"],"invoice_ids":["inv_d285dbd2c86cb8c0323c"],"observation_id":"obs_79c861c66b433ec86447","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":0.867,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.021,"brightness_factor":1.005,"blur_sigma":0.101,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.97,"jpeg_quality":90,"documents":[{"rotation_deg":0.612,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15166424318904885010,"difficulty":"hard","split":"train"}
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{"image":"images/607_004699.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"112105938\",\"ncf\":\"E310859845804\",\"fecha_comprobante\":\"20241225\",\"monto_facturado\":251000.00,\"itbis_facturado\":45180.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":25100.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":321280.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131015433\",\"ncf\":\"E447640322753\",\"fecha_comprobante\":\"20240129\",\"monto_facturado\":1812.00,\"itbis_facturado\":326.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2138.16,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AMPARO ISABEL  ALVAREZ POYO\\nRNC EMISOR: 40200566301\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES PHEROSA SRL\\nRNC CLIENTE: 112105938\\nFACTURA DE CREDITO FISCAL\\nNCF: E310859845804\\nFACTURA NO.: 2447212\\nAUTORIZACION: 136999739\\nTELEFONO: 809-474-1729\\nFECHA: 25/12/2024  HORA: 17:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      122,500.00\\n    1  MES       SUPERVISION DE OBRA         85,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      11,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      251,000.00\\nITBIS RD$      45,180.00\\nPROPINA LEGAL RD$    25,100.00\\nTOTAL RD$         321,280.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6938499\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 45447692\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEVELIO H AUTO IMPORT S A\\nRNC EMISOR: 130508526\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NOILNE & TOMACA SRL\\nRNC CLIENTE: 131015433\\nFACTURA DE CREDITO FISCAL\\nNCF E447640322753\\nFACTURA NO.: 2245868\\nAUTORIZACION: 210806555\\nTELEFONO: 809-654-8096\\nFECHA: 29/01/2024  HORA: 16:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    FILTRO DE ACEITE\\n                                   1,812.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,812.00\\nITBIS 18% RD$         326.16\\nTOTAL RD$           2,138.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2037534\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 12284123\\nCOPIA\"}","template_ids":[4,5],"business_categories":["profesional","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40200566301","130508526"],"invoice_ids":["inv_986c1be31144a70871b1","inv_fc1c4e75d3d13cc1234b"],"observation_id":"obs_eb958d6b55406535750f","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.67,"augmentation_metadata":{"downscale_factor":0.584,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.949,"brightness_factor":0.909,"blur_sigma":0.793,"crop_applied":false,"camera_distance_factors":[0.96,0.968],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":68.28,"jpeg_quality":65,"documents":[{"rotation_deg":-2.365,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.349,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15896781239202708074,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_004700.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00201479219\",\"ncf\":\"E441688096266\",\"fecha_comprobante\":\"20251028\",\"monto_facturado_servicios\":22131.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3983.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ALVARO SAVIEL DILONE MU¥OZ\\nALVARO SAVIEL DILONE MU¥OZ\\nRNC: 00201479219\\nCLIENTE: CORALSA ARQUITECTOS SRL\\nRNC CLIENTE: 131875114\\nFACTURA DE CREDITO FISCAL\\nNCF E441688096266\\nFACTURA NO.: 6728248\\nAUTORIZACION: 312111237\\nTELEFONO: 809-699-6918\\nFECHA: 28/10/2025  HORA: 16:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                     107.99\\n    4  VIAJE     TRANSPORTE DE CARGA\\n                                  22,024.00\\n-------------------------------------------\\nSUBTOTAL RD$       22,131.99\\nITBIS RD$       3,983.76\\nTOTAL RD$          26,115.75\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1640709\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 28171106\\nCargo almacen\"}","template_ids":[5],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["00201479219"],"invoice_ids":["inv_d555709b82cb68a9edbe"],"observation_id":"obs_773f233bfb705932f036","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":0.715,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.88,"brightness_factor":0.907,"blur_sigma":0.085,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.79,"jpeg_quality":90,"documents":[{"rotation_deg":0.492,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11907995282439858016,"difficulty":"hard","split":"train"}
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{"image":"images/606_004704.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133311658\",\"ncf\":\"B1420703878\",\"fecha_comprobante\":\"20250718\",\"monto_facturado_servicios\":394.00,\"monto_facturado_bienes\":8111.50,\"itbis_facturado\":1530.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"KATERNOVA\\nKATERNOVA SRL\\nRNC: 133311658\\nCLIENTE: CONSTRUCTORA TOPEKAVILLE SRL\\nRNC CLIENTE: 130806901\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1420703878\\nFACTURA NO.: 5142996\\nAUTORIZACION: 682699984\\nTELEFONO: 809-608-1064\\nFECHA: 18/07/2025  HORA: 13:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     394.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,111.50\\n-------------------------------------------\\nSUB-TOTAL RD$        8,505.50\\nITBIS 18% RD$       1,530.99\\nTOTAL RD$          10,036.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3224352\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133311658"],"invoice_ids":["inv_02889d4358b11693b6fb"],"observation_id":"obs_adb5b1e1d1deb287ed8f","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":10.67,"augmentation_metadata":{"downscale_factor":0.828,"red_scale":0.955,"blue_scale":1.045,"contrast_factor":0.905,"brightness_factor":0.996,"blur_sigma":0.321,"crop_applied":false,"camera_distance_factors":[0.903],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.86,"jpeg_quality":94,"documents":[{"rotation_deg":1.359,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7716710501129606792,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 91014770\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nLECHATO\\nLE CHATO FASHION DOMINICANA S A\\nRNC 101888296\\nCLIENTE: TODO LAPTO SRL\\nRNC CLIENTE: 132198468\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310318962940\\nFACTURA NO.: 8524979\\nAUTORIZACION: 545395338\\nTELEFONO: 809-611-2235\\nFECHA: 12/09/2024  HORA: 09:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PANTALON CASUAL              6,288.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,288.00\\nITBIS 18% RD$       1,131.84\\nTOTAL RD$           7,419.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7668569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 84230225\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nALY BULMARO ALVARADO VALENZUELA\\nALY BULMARO ALVARADO VALENZUELA\\nRNC 00114503329\\nCLIENTE: ARHAS RD SRL\\nRNC CLIENTE: 133284715\\nFACTURA DE CREDITO FISCAL\\nNCF: B1525835987\\nFACTURA NO.: 0659142\\nAUTORIZACION: 805911432\\nTELEFONO: 809-848-8076\\nFECHA: 10/03/2025  HORA: 10:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  CASO      REPRESENTACION LEGAL        74,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       42,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      131,000.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         131,000.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4606937\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_004720.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131805361\",\"ncf\":\"B1562881341\",\"fecha_comprobante\":\"20240504\",\"monto_facturado_servicios\":772.00,\"monto_facturado_bienes\":9091.50,\"itbis_facturado\":1775.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132302291\",\"ncf\":\"B1459021939\",\"fecha_comprobante\":\"20240826\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":172.00,\"itbis_facturado\":30.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"PRIETO GONZALEZ SECURITY SYSTEM ELECTRONIC\\nPRIETO GONZALEZ SECURITY SYSTEM ELECTRONIC\\nSRL\\nRNC 131805361\\nCLIENTE: SILENY OBRIEN SANTOS\\nRNC CLIENTE: 02700380385\\nFACTURA DE CREDITO FISCAL\\nNCF: B1562881341\\nFACTURA NO.: 3410364\\nAUTORIZACION: 482238159\\nTELEFONO: 809-254-9992\\nFECHA: 04/05/2024  HORA: 12:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     772.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,918.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,173.00\\n-------------------------------------------\\nSUB-TOTAL RD$        9,863.50\\nIMPUESTO ITBIS RD$       1,775.43\\nTOTAL RD$          11,638.93\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4572361\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 97237401\\n\\n--- FACTURA ---\\n\\nPANGEA KITCHEN RD\\nPANGEA KITCHEN RD SRL\\nRNC EMISOR: 132302291\\nCLIENTE: PALM SANCTUARY REAL ESTATE RORANDEDWIN \\nRNC CLIENTE: 133261146\\nFACTURA DE CREDITO FISCAL\\nNCF: B1459021939\\nFACTURA NO.: 6006244\\nAUTORIZACION: 306842719\\nTELEFONO: 809-390-5959\\nFECHA: 26/08/2024  HORA: 20:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REFRESCO                       172.00\\n----------------------------------------------\\nSUBTOTAL RD$          172.00\\nITBIS 18% RD$          30.96\\nTOTAL RD$             202.96\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4980361\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 66066051\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nPKR\\nProcesado\"}","template_ids":[5,12],"business_categories":["comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131805361","132302291"],"invoice_ids":["inv_1e363c7b7aea3864c6fb","inv_237ab1b791be60ef3d47"],"observation_id":"obs_b7ca34fca45bfe5b6e56","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.81,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.738,"brightness_factor":1.012,"blur_sigma":0.599,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.15,"jpeg_quality":90,"documents":[{"rotation_deg":0.003,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.64,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"PKR"}]},"num_invoices":2,"seed":1230763352098635386,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 91143094\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nGERMAN SUAREZ Y ASOCIADOS S A\\nRNC EMISOR: 101506032\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VLADIMIR ESTELIO PEÑA CANAAN\\nRNC CLIENTE: 04701008353\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451710090401\\nFACTURA NO.: 7154195\\nAUTORIZACION: 434063632\\nTELEFONO: 809-219-2278\\nFECHA: 04/06/2025  HORA: 13:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            41,745.00\\n----------------------------------------------\\nSUB-TOTAL RD$       41,745.00\\nIMPUESTO ITBIS RD$       7,514.10\\nTOTAL RD$          49,259.10\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7888396\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 58018166\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPAPIYE\\nRNC EMISOR: 04801001621\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VICWILL RED TECHNOLOGIES SRL\\nRNC CLIENTE: 132216301\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323335959481\\nFACTURA NO.: 9882931\\nAUTORIZACION: 244139858\\nTELEFONO: 809-335-5553\\nFECHA: 11/08/2024  HORA: 14:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO        23,195.00\\n    3  UNIDAD    MATERIAL DE OFICINA          4,689.00\\n----------------------------------------------\\nSUBTOTAL RD$       27,884.00\\nIMPUESTO ITBIS RD$       5,019.12\\nTOTAL RD$          32,903.12\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6275152\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004733.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102262213\",\"ncf\":\"E448490063835\",\"fecha_comprobante\":\"20250115\",\"monto_facturado\":20249.00,\"itbis_facturado\":3644.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":25.73,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":23919.55},{\"rnc\":\"13700004461\",\"ncf\":\"B0122849781\",\"fecha_comprobante\":\"20240505\",\"monto_facturado\":281975.00,\"itbis_facturado\":50755.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":180106.78,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":152623.72,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00111145512\",\"ncf\":\"E453271397588\",\"fecha_comprobante\":\"20250814\",\"monto_facturado\":36234.42,\"itbis_facturado\":6522.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":42756.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"REFECOMNET\\nRNC EMISOR: 133065983\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILFREDO ADID BOJOS JULIAN\\nRNC CLIENTE: 03102262213\\nFACTURA DE CREDITO FISCAL\\nNCF E448490063835\\nFACTURA NO.: 5251633\\nAUTORIZACION: 504792476\\nTELEFONO: 809-784-8142\\nFECHA: 15/01/2025  HORA: 14:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     793.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,328.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,898.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,093.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,137.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,249.00\\nITBIS RD$       3,644.82\\nOTROS IMPUESTOS RD$      25.73\\nTOTAL RD$          23,919.55\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 3228905\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 25086790\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nR\\n\\n--- FACTURA ---\\n\\nPEDRO OSVALDO REYES NG CHONG\\nRNC EMISOR: 00109999979\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JORDANY\\nPEREZ FE\\nRNC CLIENTE: 13700004461\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0122849781\\nFACTURA NO.: 9028896\\nAUTORIZACION: 282194206\\nTELEFONO: 809-933-6683\\nFECHA: 05/05/2024  HORA: 17:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   11  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  13,475.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   7,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 135,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  68,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  57,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      281,975.00\\nIMPUESTO ITBIS RD$      50,755.50\\nTOTAL RD$         332,730.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1293929\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEL JOCEO DE LA DUARTE\\nRNC EMISOR: 132011368\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO JOSE GUILLEN CUEVAS\\nRNC CLIENTE: 00111145512\\nFACTURA DE CREDITO FISCAL\\nNCF E453271397588\\nFACTURA NO.: 6328697\\nAUTORIZACION: 830134906\\nTELEFONO: 809-979-5439\\nFECHA: 14/08/2025  HORA: 12:43\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    496.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    313.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 16,991.97\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                 14,238.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  4,194.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       36,234.42\\nITBIS RD$       6,522.20\\nTOTAL RD$          42,756.62\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2533381\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,5,9],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133065983","00109999979","132011368"],"invoice_ids":["inv_efd7f90bcd3039b1d69e","inv_3f1e666377fd917c3a31","inv_dbdf1486aff381f71a18"],"observation_id":"obs_3b9acae8cc0dba58c8d7","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":3.87,"augmentation_metadata":{"downscale_factor":0.918,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.978,"brightness_factor":0.97,"blur_sigma":0.241,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":89,"documents":[{"rotation_deg":0.339,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":-0.601,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.762,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"R"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2170344550594255368,"difficulty":"hard","split":"train"}
{"image":"images/606_004734.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101722292\",\"ncf\":\"E325144639521\",\"fecha_comprobante\":\"20240311\",\"monto_facturado_servicios\":159419.90,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28695.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130715939\",\"ncf\":\"B0197924012\",\"fecha_comprobante\":\"20240123\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4477.00,\"itbis_facturado\":805.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00100885581\",\"ncf\":\"B1475090234\",\"fecha_comprobante\":\"20250305\",\"monto_facturado_servicios\":1288.00,\"monto_facturado_bienes\":2075.97,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"CARGO EXPRESS CORPORATION M A\\nCARGO EXPRESS CORPORATION M A SRL\\nRNC: 101722292\\nCLIENTE: MARIBEL SANTANA\\nRNC CLIENTE: 02301527921\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325144639521\\nFACTURA NO.: 7647036\\nAUTORIZACION: 348243514\\nTELEFONO: 809-550-2100\\nFECHA: 11/03/2024  HORA: 19:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     SERVICIO DE TRANSPORTE      35,680.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         237.95\\n    5  VIAJE     TRANSPORTE DE CARGA        119,125.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         4,003.95\\n    1  VIAJE     SERVICIO DE MENSAJERIA         373.00\\n----------------------------------------------\\nSUB-TOTAL RD$      159,419.90\\nITBIS RD$      28,695.58\\nTOTAL RD$         188,115.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 532831\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nNILSA PUIG\\nNILSA PUIG SRL\\nRNC 130715939\\nCLIENTE: LORAINE ROSADO DELGADO\\nRNC CLIENTE: 40228487324\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0197924012\\nFACTURA NO.: 6104588\\nAUTORIZACION: 757432159\\nTELEFONO: 809-398-8350\\nFECHA: 23/01/2024  HORA: 08:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PANTALON CASUAL\\n                                   4,477.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,477.00\\nITBIS 18% RD$         805.86\\nTOTAL RD$           5,282.86\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3788977\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nRP OIL EXCHANGE\\nCLARA RAQUEL JOSEFINA SCAROINA NIVAR DE PORCELLA\\nRNC: 00100885581\\nCLIENTE: EWJA COMERCIAL SRL\\nRNC CLIENTE: 132993896\\nFACTURA DE CREDITO FISCAL\\nNCF: B1475090234\\nFACTURA NO.: 1680231\\nAUTORIZACION: 211248796\\nTELEFONO: 809-227-5833\\nFECHA: 05/03/2025  HORA: 08:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         2,075.97\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,288.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,363.97\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           3,363.97\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 8423833\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 64601595\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nROE\"}","template_ids":[12,5,3],"business_categories":["transporte","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101722292","130715939","00100885581"],"invoice_ids":["inv_880a9ba6e91564581592","inv_db97f7e8a672c3a140c2","inv_c23c25ecdd5878e2a764"],"observation_id":"obs_6014362a2a3ca172d8ec","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.019,"brightness_factor":1.01,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":25.68,"jpeg_quality":95,"documents":[{"rotation_deg":-0.112,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.115,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.081,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"ROE"}]},"num_invoices":3,"seed":427438901593546163,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 45494958\\n\\n--- FACTURA ---\\n\\nXIOMARA MODESTO PATRICIO\\nXIOMARA MODESTO PATRICIO\\nRNC: 00102988508\\nCLIENTE: MULTISERVICIOS JF RAMIREZ EIRL\\nRNC CLIENTE: 132843088\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312942577751\\nFACTURA NO.: 0218713\\nAUTORIZACION: 166498306\\nTELEFONO: 809-493-4533\\nFECHA: 18/05/2025  HORA: 13:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    POSTRE DE LA CASA              363.00\\n    1  SERVICIO  SERVICIO DE CATERING        51,942.00\\n    1  UNIDAD    PIZZA MEDIANA                  806.00\\n----------------------------------------------\\nSUB-TOTAL RD$       53,111.00\\nITBIS RD$       9,559.98\\nPROPINA LEGAL RD$     5,194.20\\nTOTAL RD$          67,865.18\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 1580871\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 20653936\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nCRISTIAN PINTURA CONVENCIONAL Y DECORATIVA\\nCRISTIAN PINTURA CONVENCIONAL Y DECORATIVA\\nEIRL\\nRNC 133188929\\nCLIENTE: MARIA ISABEL NAUT ASTACIO\\nRNC CLIENTE: 22300291352\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0271337814\\nFACTURA NO.: 1257907\\nAUTORIZACION: 648194486\\nTELEFONO: 809-810-6392\\nFECHA: 20/02/2025  HORA: 11:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,704.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,959.80\\n-------------------------------------------\\nSUB-TOTAL RD$        5,663.80\\nITBIS RD$       1,019.48\\nTOTAL RD$           6,683.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4971651\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,10,5],"business_categories":["automotriz","restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["102625913","00102988508","133188929"],"invoice_ids":["inv_713da8ae390d6caeb207","inv_271cd9db00de63e02ed5","inv_65a2dff48488b98717b6"],"observation_id":"obs_d66d62ee79b8f090141c","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.79,"augmentation_metadata":{"downscale_factor":0.981,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.888,"brightness_factor":0.854,"blur_sigma":0.399,"crop_applied":false,"camera_distance_factors":[0.895,0.928,0.907],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":34.17,"jpeg_quality":95,"documents":[{"rotation_deg":-1.302,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.031,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.612,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16277012111654720233,"difficulty":"hard","split":"validation"}
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{"image":"images/607_004739.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430015921\",\"ncf\":\"B0229645274\",\"fecha_comprobante\":\"20250908\",\"monto_facturado\":120000.00,\"itbis_facturado\":21600.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":141600.00}],\"ocr\":\"LUIS ALEXANDER ESPINAL SUFRAN\\nRNC EMISOR: 22400790287\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION SEMINARIO MENOR JESUS BUEN PA\\nRNC CLIENTE: 430015921\\nFACTURA DE CREDITO FISCAL\\nNCF B0229645274\\nFACTURA NO.: 8610366\\nAUTORIZACION: 168688831\\nTELEFONO: 809-697-5432\\nFECHA: 08/09/2025  HORA: 09:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   50,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       27,500.00\\n    1  CASO      REPRESENTACION LEGAL        25,000.00\\n    1  SERVICIO  ASESORIA TECNICA            14,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       3,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      120,000.00\\nITBIS 18% RD$      21,600.00\\nTOTAL RD$         141,600.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 456435\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["22400790287"],"invoice_ids":["inv_db8ddbe65727e5957a7c"],"observation_id":"obs_951f72c546c40af449b6","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":7.09,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.988,"brightness_factor":0.99,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.29,"jpeg_quality":95,"documents":[{"rotation_deg":-0.11,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13005344766672348896,"difficulty":"clean","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 17447449\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nALGARROBO S A\\nRNC EMISOR: 101586184\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN NELSON RAMIREZ CASADO\\nRNC CLIENTE: 00118011030\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329654519124\\nFACTURA NO.: 7296678\\nAUTORIZACION: 777812995\\nTELEFONO: 809-589-7011\\nFECHA: 13/07/2025  HORA: 12:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,009.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,992.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,013.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,014.50\\nIMPUESTO ITBIS RD$       1,982.61\\nTOTAL RD$          12,997.11\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1404278\\nGRACIAS POR SU COMPRA\\nASA\\nCOPIA\\n\\n--- FACTURA ---\\n\\nELECTROMUEBLES PACO S A\\nRNC EMISOR: 101797118\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JEH CONSTRUCCIONES VIAL SA\\nRNC CLIENTE: 130110166\\nFACTURA DE CREDITO FISCAL\\nNCF B0102313423\\nFACTURA NO.: 9927783\\nAUTORIZACION: 815428741\\nTELEFONO: 809-343-1744\\nFECHA: 31/10/2024  HORA: 08:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,276.97\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,695.90\\n-------------------------------------------\\nSUB-TOTAL RD$       22,972.87\\nIMPUESTO ITBIS RD$       4,135.12\\nTOTAL RD$          27,107.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7898347\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_004748.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130875146\",\"ncf\":\"B0256042103\",\"fecha_comprobante\":\"20240520\",\"monto_facturado_servicios\":1096.00,\"monto_facturado_bienes\":4656.00,\"itbis_facturado\":1035.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"430109169\",\"ncf\":\"B1507529201\",\"fecha_comprobante\":\"20250217\",\"monto_facturado_servicios\":106256.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19126.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"TONY BOGA\\nTONY BOGA SRL\\nRNC EMISOR: 130875146\\nCLIENTE: LA BARRA CAFE CARDOZO SRL\\nRNC CLIENTE: 131693113\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0256042103\\nFACTURA NO.: 2609330\\nAUTORIZACION: 280130946\\nTELEFONO: 809-365-9398\\nFECHA: 20/05/2024  HORA: 18:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    UNIFORME EMPRESARIAL\\n                                   4,656.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,096.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,752.00\\nITBIS RD$       1,035.36\\nTOTAL RD$           6,787.36\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4371446\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 57786663\\nVerificado\\n\\n--- FACTURA ---\\n\\nFUNDACETI\\nFUNDACION CERCA DE TI\\nRNC: 430109169\\nCLIENTE: PICHARDO & 2D CONSULTING SRL\\nRNC CLIENTE: 132858093\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1507529201\\nFACTURA NO.: 8095517\\nAUTORIZACION: 442646848\\nTELEFONO: 809-991-4382\\nFECHA: 17/02/2025  HORA: 20:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       24,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   46,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      14,000.00\\n   14  PAGINA    TRADUCCION DE DOCUMENTOS    21,756.00\\n----------------------------------------------\\nSUBTOTAL RD$      106,256.00\\nITBIS RD$      19,126.08\\nTOTAL RD$         125,382.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2539339\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["ropa_comercio","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130875146","430109169"],"invoice_ids":["inv_116de1d18b15d49c8da0","inv_704340b889ae1c13acfe"],"observation_id":"obs_b9c86d744c73a65966a1","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.86,"augmentation_metadata":{"downscale_factor":0.68,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.855,"brightness_factor":1.041,"blur_sigma":0.431,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.97,"jpeg_quality":88,"documents":[{"rotation_deg":-0.82,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-2.506,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15839166676673932773,"difficulty":"hard","split":"train"}
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{"image":"images/607_004763.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133767384\",\"ncf\":\"B1542042597\",\"fecha_comprobante\":\"20250116\",\"monto_facturado\":41000.00,\"itbis_facturado\":7380.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":48380.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131574793\",\"ncf\":\"B1455888073\",\"fecha_comprobante\":\"20250929\",\"monto_facturado\":23944.00,\"itbis_facturado\":4309.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":167.00,\"efectivo\":28420.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"G L G\\nRNC EMISOR: 122012443\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NEOVITAL DRA PAULINO SRL\\nRNC CLIENTE: 133767384\\nFACTURA DE CREDITO FISCAL\\nNCF B1542042597\\nFACTURA NO.: 7488910\\nAUTORIZACION: 75896109\\nTELEFONO: 809-652-4121\\nFECHA: 16/01/2025  HORA: 10:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      21,000.00\\n    1  VISITA    INSPECCION TECNICA          20,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       41,000.00\\nITBIS RD$       7,380.00\\nTOTAL RD$          48,380.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 148640\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 15378826\\nDETALLE DE SERVICIOS\\nREVISADO\\n\\n--- FACTURA ---\\n\\nKAMISETA YUCA\\nRNC EMISOR: 132072146\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS DE ASESORIA Y MANTENIMIENTO I\\nRNC CLIENTE: 131574793\\nFACTURA DE CREDITO FISCAL\\nNCF: B1455888073\\nFACTURA NO.: 4964572\\nAUTORIZACION: 423648838\\nTELEFONO: 809-532-7923\\nFECHA: 29/09/2025  HORA: 10:35\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,670.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  5,944.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  3,816.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  6,645.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  5,869.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       23,944.00\\nIMPUESTO ITBIS RD$       4,309.92\\nPROPINA LEGAL RD$       167.00\\nTOTAL RD$          28,420.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5886370\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,9],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["122012443","132072146"],"invoice_ids":["inv_d755f4782068c84b2c7a","inv_79bb55c5af130ffd1c9a"],"observation_id":"obs_493417a7236a885a4282","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.66,"augmentation_metadata":{"downscale_factor":0.83,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.985,"brightness_factor":0.964,"blur_sigma":0.276,"crop_applied":false,"camera_distance_factors":[0.912,0.903],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.43,"jpeg_quality":73,"documents":[{"rotation_deg":0.052,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.564,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16364940735234272404,"difficulty":"medium","split":"train"}
{"image":"images/606_004764.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131818188\",\"ncf\":\"E455973053938\",\"fecha_comprobante\":\"20241109\",\"monto_facturado_servicios\":22743.00,\"monto_facturado_bienes\":942.00,\"itbis_facturado\":4263.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FOODCORP CR\\nFOODCORP CR SRL\\nRNC EMISOR: 131818188\\nCLIENTE: SUSAN JACQUELINE MARÍA WILLMORE\\nRNC CLIENTE: 00109681908\\nFACTURA DE CREDITO FISCAL\\nNCF E455973053938\\nFACTURA NO.: 3829682\\nAUTORIZACION: 707599247\\nTELEFONO: 809-590-1928\\nFECHA: 09/11/2024  HORA: 13:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING        22,743.00\\n    2  UNIDAD    PLATO DEL DIA                  942.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,685.00\\nITBIS 18% RD$       4,263.30\\nTOTAL RD$          27,948.30\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 603699\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["131818188"],"invoice_ids":["inv_c9a16604a91bf89a4f0b"],"observation_id":"obs_012c16b32ef50ac194d7","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":6.32,"augmentation_metadata":{"downscale_factor":0.873,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.853,"brightness_factor":1.041,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":78.86,"jpeg_quality":87,"documents":[{"rotation_deg":1.696,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15634321455238280980,"difficulty":"hard","split":"train"}
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{"image":"images/606_004766.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131051715\",\"ncf\":\"B0248200695\",\"fecha_comprobante\":\"20241103\",\"monto_facturado_servicios\":2076.00,\"monto_facturado_bienes\":47677.95,\"itbis_facturado\":8955.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00113431167\",\"ncf\":\"E324215908651\",\"fecha_comprobante\":\"20250725\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3460.00,\"itbis_facturado\":622.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00107270670\",\"ncf\":\"B1470561110\",\"fecha_comprobante\":\"20241012\",\"monto_facturado_servicios\":94000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ADONAI IMPORTACIONES DIVERSAS\\nADONAI IMPORTACIONES DIVERSAS SRL\\nRNC 131051715\\nCLIENTE: RADEL JUNIOR OTAÑEZ JIMENEZ\\nRNC CLIENTE: 40213153477\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0248200695\\nFACTURA NO.: 0791346\\nAUTORIZACION: 303539148\\nTELEFONO: 809-503-9543\\nFECHA: 03/11/2024  HORA: 14:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    CAMISA DE VESTIR             8,960.00\\n    2  UNIDAD    UNIFORME EMPRESARIAL         7,080.00\\n    4  UNIDAD    CALZADO CASUAL              11,368.00\\n    5  UNIDAD    PANTALON CASUAL             20,269.95\\n    1  SERVICIO  AJUSTE Y CONFECCION          2,076.00\\n----------------------------------------------\\nSUBTOTAL RD$       49,753.95\\nITBIS RD$       8,955.71\\nTOTAL RD$          58,709.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8567180\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nJUAN FRANCISCO MARTINEZ\\nJUAN FRANCISCO MARTINEZ\\nRNC: 00113431167\\nCLIENTE: MERQUIDES DE LOS SANTOS FERMIN\\nRNC CLIENTE: 00117447631\\nFACTURA DE CREDITO FISCAL\\nNCF E324215908651\\nFACTURA NO.: 5273508\\nAUTORIZACION: 279616676\\nTELEFONO: 809-616-9557\\nFECHA: 25/07/2025  HORA: 17:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,460.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,460.00\\nITBIS 18% RD$         622.80\\nTOTAL RD$           4,082.80\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6470265\\nGRACIAS POR SU COMPRA\\nJFM\\n\\n--- FACTURA ---\\n\\nLUIS DANIEL CASTRO JIMENEZ\\nLUIS DANIEL CASTRO JIMENEZ\\nRNC: 00107270670\\nCLIENTE: FRANKLIN JOSE VERAS CALVO\\nRNC CLIENTE: 03103679241\\nFACTURA DE CREDITO FISCAL\\nNCF B1470561110\\nFACTURA NO.: 6809729\\nAUTORIZACION: 996889664\\nTELEFONO: 809-898-1641\\nFECHA: 12/10/2024  HORA: 19:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       45,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       9,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   23,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    17,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       94,000.00\\nITBIS 18% RD$      16,920.00\\nTOTAL RD$         110,920.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2925624\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 24965553\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2,5,3],"business_categories":["ropa_comercio","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131051715","00113431167","00107270670"],"invoice_ids":["inv_2225cc9cd43690262cec","inv_d788123eeeec567fec8d","inv_d663273dbf704bed0f4d"],"observation_id":"obs_26beb7a07bb8814fa523","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.773,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.884,"brightness_factor":0.894,"blur_sigma":0.838,"crop_applied":true,"camera_distance_factors":[0.908,0.963,0.994],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":41.66,"jpeg_quality":89,"documents":[{"rotation_deg":-2.347,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":2.631,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.358,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"JFM"},{"kind":"none","text":""}]},"num_invoices":3,"seed":7298694089633410207,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 62820851\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nEMPRESAS FAIR DOMINICANA S A\\nEMPRESAS FAIR DOMINICANA S A\\nRNC EMISOR: 130096813\\nCLIENTE: EMPRENDIMIENTO EN LIDERAZGO SOCIAL\\nELID\\nRNC CLIENTE: 132720921\\nFACTURA DE CREDITO FISCAL\\nNCF B0192015595\\nFACTURA NO.: 1234489\\nAUTORIZACION: 782004815\\nTELEFONO: 809-555-8864\\nFECHA: 21/07/2024  HORA: 14:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  11,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  80,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  29,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   6,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      126,500.00\\nITBIS RD$      22,770.00\\nTOTAL RD$         149,270.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6092263\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 73134721\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nAUTO REPUESTOS GALAXIA C POR A\\nAUTO REPUESTOS GALAXIA C POR A\\nRNC: 101829992\\nCLIENTE: ALMACENES ROJAS & ASOCIADOS C POR\\nA\\nRNC CLIENTE: 105027305\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312736242033\\nFACTURA NO.: 6662093\\nAUTORIZACION: 752575717\\nTELEFONO: 809-358-6428\\nFECHA: 05/08/2024  HORA: 17:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,290.50\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   3,495.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,548.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,334.00\\nITBIS 18% RD$       4,020.12\\nTOTAL RD$          26,354.12\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6247604\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004787.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132785126\",\"ncf\":\"E448553545576\",\"fecha_comprobante\":\"20251228\",\"monto_facturado\":22986.00,\"itbis_facturado\":4137.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":27123.48,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00101425494\",\"ncf\":\"B1473161926\",\"fecha_comprobante\":\"20240504\",\"monto_facturado\":13845.80,\"itbis_facturado\":2492.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":16338.04}],\"ocr\":\"SANTA BARBARA DE SAMANA S A\\nRNC EMISOR: 101541849\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROJ3CT PUNTA CANA SERVICE SRL\\nRNC CLIENTE: 132785126\\nFACTURA DE CREDITO FISCAL\\nNCF: E448553545576\\nFACTURA NO.: 8578750\\nAUTORIZACION: 84191603\\nTELEFONO: 809-877-1890\\nFECHA: 28/12/2025  HORA: 20:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,034.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,368.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,584.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,986.00\\nITBIS RD$       4,137.48\\nTOTAL RD$          27,123.48\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8047611\\nGRACIAS POR SU COMPRA\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nEQA EUROPEAN QUALITY ASSURANCE\\nRNC EMISOR: 131058035\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIGNA MINERVA MEJIA MORETA\\nRNC CLIENTE: 00101425494\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1473161926\\nFACTURA NO.: 4131916\\nAUTORIZACION: 491676485\\nTELEFONO: 809-437-3350\\nFECHA: 04/05/2024  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  SERVICIO DE ENTREGA          1,568.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,394.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,687.80\\n    4  UNIDAD    MATERIAL DE OFICINA          8,196.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       13,845.80\\nITBIS 18% RD$       2,492.24\\nTOTAL RD$          16,338.04\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 1804224\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,13],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101541849","131058035"],"invoice_ids":["inv_cf0d8723f052555853d3","inv_b00a5740234d13985c2c"],"observation_id":"obs_39f8ed1c60f8d6c9945b","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.683,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":0.761,"brightness_factor":1.099,"blur_sigma":0.422,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.72,"jpeg_quality":76,"documents":[{"rotation_deg":0.769,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.551,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":7642941919329192219,"difficulty":"hard","split":"train"}
{"image":"images/606_004788.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00103545711\",\"ncf\":\"B0152256927\",\"fecha_comprobante\":\"20250922\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6843.95,\"itbis_facturado\":1231.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"KIND BARUSH\\nANGELA ZAPATA PEÑA\\nRNC 00103545711\\nCLIENTE: ACADEMIA BOLVO SRL\\nRNC CLIENTE: 132698274\\nFACTURA DE CREDITO FISCAL\\nNCF B0152256927\\nFACTURA NO.: 5111702\\nAUTORIZACION: 768138185\\nTELEFONO: 809-661-6305\\nFECHA: 22/09/2025  HORA: 10:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PLATO DEL DIA\\n                                   2,304.00\\n    5  UNIDAD    PIZZA MEDIANA\\n                                   3,749.95\\n    2  UNIDAD    POSTRE DE LA CASA\\n                                     656.00\\n    2  UNIDAD    REFRESCO\\n                                     134.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,843.95\\nIMPUESTO ITBIS RD$       1,231.91\\nTOTAL RD$           8,075.86\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 7734044\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["00103545711"],"invoice_ids":["inv_de8da75262a8e0169866"],"observation_id":"obs_97320acf70d71226c162","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":10.46,"augmentation_metadata":{"downscale_factor":0.486,"red_scale":1.055,"blue_scale":0.945,"contrast_factor":1.056,"brightness_factor":0.87,"blur_sigma":0.712,"crop_applied":false,"camera_distance_factors":[0.995],"legibility_scale_corrections":[0.0],"final_contrast_stddev":80.09,"jpeg_quality":81,"documents":[{"rotation_deg":-2.365,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4605139817285230006,"difficulty":"very_hard","split":"test"}
{"image":"images/607_004789.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132694181\",\"ncf\":\"E324596141715\",\"fecha_comprobante\":\"20241023\",\"monto_facturado\":48789.98,\"itbis_facturado\":8782.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":57572.18,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DR OPTIMUM LLC\\nRNC EMISOR: 131678262\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JESAE GROUP SRL\\nRNC CLIENTE: 132694181\\nFACTURA DE CREDITO FISCAL\\nNCF E324596141715\\nFACTURA NO.: 5445217\\nAUTORIZACION: 92753125\\nTELEFONO: 809-316-4083\\nFECHA: 23/10/2024  HORA: 12:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,213.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     415.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  23,670.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,452.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,039.98\\n-------------------------------------------\\nSUB-TOTAL RD$       48,789.98\\nITBIS 18% RD$       8,782.20\\nTOTAL RD$          57,572.18\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1963917\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 69135029\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131678262"],"invoice_ids":["inv_f995e04b20ebc47398e0"],"observation_id":"obs_baa376641cbfea8fa33c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.19,"augmentation_metadata":{"downscale_factor":0.63,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.913,"brightness_factor":0.861,"blur_sigma":0.267,"crop_applied":false,"camera_distance_factors":[0.904],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.72,"jpeg_quality":73,"documents":[{"rotation_deg":-1.868,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1978002110711877627,"difficulty":"medium","split":"train"}
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{"image":"images/606_004798.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133625199\",\"ncf\":\"E449578271797\",\"fecha_comprobante\":\"20250729\",\"monto_facturado_servicios\":95507.25,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JOREI PACK CARGO\\nJOREI PACK CARGO SRL\\nRNC EMISOR: 133625199\\nCLIENTE: CONSTANCIA BURGOS PEREZ\\nRNC CLIENTE: 130639914\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E449578271797\\nFACTURA NO.: 2200541\\nAUTORIZACION: 452861912\\nTELEFONO: 809-802-6052\\nFECHA: 29/07/2025  HORA: 15:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  VIAJE     TRANSPORTE DE CARGA         25,169.75\\n    1  SERVICIO  GESTION LOGISTICA            6,597.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         740.50\\n    4  VIAJE     SERVICIO DE TRANSPORTE      63,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       95,507.25\\nITBIS 18% RD$           0.00\\nTOTAL RD$          95,507.25\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9194510\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 53883836\"}","template_ids":[13],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["133625199"],"invoice_ids":["inv_acec906e6d05eda8a831"],"observation_id":"obs_d5f5dcfba5e64ca45881","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.021,"brightness_factor":0.994,"blur_sigma":0.041,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.04,"jpeg_quality":96,"documents":[{"rotation_deg":0.04,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14548167072424981823,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 88689162\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nHERENCIA EXPRESS R D HERENPRESS\\nRNC EMISOR: 131453309\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARMEN ORIACH ROJAS\\nRNC CLIENTE: 09500195681\\nFACTURA DE CREDITO FISCAL\\nNCF: E328729042065\\nFACTURA NO.: 7526393\\nAUTORIZACION: 950560739\\nTELEFONO: 809-854-6486\\nFECHA: 14/12/2025  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    46,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   81,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      127,000.00\\nITBIS 18% RD$      22,860.00\\nTOTAL RD$         149,860.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3286826\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCIA DOM PARA LA EJ DE P T CXA\\nRNC EMISOR: 101025875\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROMOTORA DE INVERSIONES DEL MAR QUISQU\\nRNC CLIENTE: 105034052\\nFACTURA DE CREDITO FISCAL\\nNCF: E455781074227\\nFACTURA NO.: 1941506\\nAUTORIZACION: 278780277\\nTELEFONO: 809-298-2491\\nFECHA: 21/06/2024  HORA: 19:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             6,880.99\\n    1  SERVICIO  SERVICIO DE ENTREGA            830.99\\n----------------------------------------------\\nSUBTOTAL RD$        7,711.98\\nIMPUESTO ITBIS RD$       1,388.16\\nTOTAL RD$           9,100.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2927682\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 68535811\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nALBERTO VASQUEZ ALMONTE\\nRNC EMISOR: 11800086198\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FIDEICOMISO BONANZA\\nRNC CLIENTE: 132730798\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1476444257\\nFACTURA NO.: 8034460\\nAUTORIZACION: 78640482\\nTELEFONO: 809-817-7573\\nFECHA: 30/05/2025  HORA: 18:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  LITRO     LECHE UHT 1 LITRO              308.00\\n    1  UNIDAD    DETERGENTE EN POLVO            351.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$          659.99\\nIMPUESTO ITBIS RD$          63.36\\nTOTAL RD$             723.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7149855\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 81521876\\nDETALLE DE SERVICIOS\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nSOÑADORES\\nMARIA DEL CARMEN MULLIX ESPINO\\nRNC: 06600174244\\nCLIENTE: MBENZ REALTOR GROUP RD SRL\\nRNC CLIENTE: 133700093\\nFACTURA DE CREDITO FISCAL\\nNCF E329942767901\\nFACTURA NO.: 5308914\\nAUTORIZACION: 176094231\\nTELEFONO: 809-555-1041\\nFECHA: 07/04/2024  HORA: 17:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    CUADERNO 100 HOJAS\\n                                     877.50\\n    1  CURSO     CURSO DE CAPACITACION\\n                                  11,199.99\\n-------------------------------------------\\nSUB-TOTAL RD$       12,077.49\\nITBIS 18% RD$           0.00\\nTOTAL RD$          12,077.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3519144\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,4,1],"business_categories":["comercio_general","profesional","educacion"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["132801547","02600352112","06600174244"],"invoice_ids":["inv_39fd6dd5f36c7fce4008","inv_ab2f1733816dcedd8840","inv_40b4b5d1b3b239575789"],"observation_id":"obs_46c6bcf4121ba052ff33","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.987,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.011,"brightness_factor":0.996,"blur_sigma":0.023,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.05,"jpeg_quality":94,"documents":[{"rotation_deg":-0.316,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.117,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.047,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9147820926516948228,"difficulty":"hard","split":"train"}
{"image":"images/607_004837.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01400163091\",\"ncf\":\"B1523599546\",\"fecha_comprobante\":\"20250505\",\"monto_facturado\":140000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":140000.00}],\"ocr\":\"SG MIGRACION\\nRNC EMISOR: 133146541\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE MIGUEL ENCARNACION\\nRNC CLIENTE: 01400163091\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1523599546\\nFACTURA NO.: 0772626\\nAUTORIZACION: 469478856\\nTELEFONO: 809-507-2788\\nFECHA: 05/05/2025  HORA: 18:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           140,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      140,000.00\\nITBIS RD$           0.00\\nTOTAL RD$         140,000.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 8612886\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 19797845\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSM\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133146541"],"invoice_ids":["inv_c85ebf59e0942c38c3f6"],"observation_id":"obs_9efca7f1934081cdc101","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.53,"augmentation_metadata":{"downscale_factor":0.872,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.959,"brightness_factor":0.952,"blur_sigma":0.225,"crop_applied":false,"camera_distance_factors":[0.983],"legibility_scale_corrections":[0.0],"final_contrast_stddev":55.51,"jpeg_quality":91,"documents":[{"rotation_deg":-1.121,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SM"}]},"num_invoices":1,"seed":14591288128122045418,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 48714852\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nWANDA JACQUELINE ZARZUELA HILARIO\\nWANDA JACQUELINE ZARZUELA HILARIO\\nRNC 00104545694\\nCLIENTE: OTTOBAY SRL\\nRNC CLIENTE: 130937346\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1404886364\\nFACTURA NO.: 4193881\\nAUTORIZACION: 496940685\\nTELEFONO: 809-692-2439\\nFECHA: 22/07/2024  HORA: 12:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   45,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       45,000.00\\nITBIS 18% RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2261037\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 65732650\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nLABORATORIO CLINICO MIRTHA CABRERA S A\\nLABORATORIO CLINICO MIRTHA CABRERA S A\\nRNC EMISOR: 101641012\\nCLIENTE: IVETTE ELIZABETH BAUTISTA NICOLAS\\nRNC CLIENTE: 00100997683\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459427266210\\nFACTURA NO.: 2481260\\nAUTORIZACION: 18065553\\nTELEFONO: 809-310-8155\\nFECHA: 17/04/2024  HORA: 15:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                 102,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 103,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  57,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  24,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      287,500.00\\nIMPUESTO ITBIS RD$      51,750.00\\nOTROS IMPUESTOS RD$      44.57\\nTOTAL RD$         339,294.57\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9448948\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 61094179\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nCONDOMINIO RETIRO 7\\nCONDOMINIO RETIRO 7\\nRNC 430235271\\nCLIENTE: FP RAPID CARGO EIRL\\nRNC CLIENTE: 131189628\\nFACTURA DE CREDITO FISCAL\\nNCF B0242425416\\nFACTURA NO.: 9068999\\nAUTORIZACION: 284156209\\nTELEFONO: 809-910-8923\\nFECHA: 09/04/2025  HORA: 10:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       19,971.95\\n    1  SERVICIO  COMISION INMOBILIARIA      178,684.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   11,875.00\\n    1  MES       ALQUILER DE LOCAL           62,111.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   15,038.50\\n----------------------------------------------\\nSUBTOTAL RD$      287,680.45\\nITBIS 18% RD$      51,782.48\\nTOTAL RD$         339,462.93\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3837865\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 74423320\\nCANT. UND. 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{"image":"images/606_004860.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130665001\",\"ncf\":\"B0134612260\",\"fecha_comprobante\":\"20250727\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2063.00,\"itbis_facturado\":371.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"WESTON SUITES HOTEL SRL\\nWESTON SUITES HOTEL SRL\\nRNC EMISOR: 130665001\\nCLIENTE: FRANCISCA CONFESORA OVIEDO VICIOSO\\nRNC CLIENTE: 01100034030\\nFACTURA DE CREDITO FISCAL\\nNCF B0134612260\\nFACTURA NO.: 6074551\\nAUTORIZACION: 62529842\\nTELEFONO: 809-283-8415\\nFECHA: 27/07/2025  HORA: 15:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          2,063.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,063.00\\nITBIS 18% RD$         371.34\\nTOTAL RD$           2,434.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 934672\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130665001"],"invoice_ids":["inv_d876ceac4c09cb3932cb"],"observation_id":"obs_d6b6bbc7995cb5317c2f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.728,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.632,"brightness_factor":1.07,"blur_sigma":0.401,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.52,"jpeg_quality":86,"documents":[{"rotation_deg":0.563,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10222495850510718652,"difficulty":"medium","split":"train"}
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{"image":"images/606_004864.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132540972\",\"ncf\":\"E325167320647\",\"fecha_comprobante\":\"20250917\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12581.90,\"itbis_facturado\":2264.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SOLUCIONES ROMAN PEREZ\\nSOLUCIONES ROMAN PEREZ SRL\\nRNC EMISOR: 132540972\\nCLIENTE: CARLOS MANUEL RAMON JAVIER DE\\nJESUS\\nRNC CLIENTE: 00101734937\\nFACTURA DE CREDITO FISCAL\\nNCF E325167320647\\nFACTURA NO.: 5375575\\nAUTORIZACION: 479074013\\nTELEFONO: 809-779-1534\\nFECHA: 17/09/2025  HORA: 19:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,563.90\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  11,018.00\\n-------------------------------------------\\nSUBTOTAL RD$       12,581.90\\nIMPUESTO ITBIS RD$       2,264.74\\nTOTAL RD$          14,846.64\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8886695\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 42986011\\nVERIFICADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132540972"],"invoice_ids":["inv_5ca5152696f19f4bce9f"],"observation_id":"obs_755fd3fb960bdd9582e0","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":8.75,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":1.006,"brightness_factor":0.911,"blur_sigma":0.142,"crop_applied":false,"camera_distance_factors":[0.892],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.24,"jpeg_quality":89,"documents":[{"rotation_deg":1.566,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1550999539513103607,"difficulty":"light","split":"train"}
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{"image":"images/607_004869.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130075751\",\"ncf\":\"B1496288571\",\"fecha_comprobante\":\"20251207\",\"monto_facturado\":8548.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":8548.45},{\"rnc\":\"130176282\",\"ncf\":\"E320620902149\",\"fecha_comprobante\":\"20250818\",\"monto_facturado\":28453.41,\"itbis_facturado\":5121.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":33575.02}],\"ocr\":\"ORDAN DOMINICANA S A\\nRNC EMISOR: 101589932\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA SANCHEZ DE LOS SANTOS\\nRNC CLIENTE: 130075751\\nFACTURA DE CREDITO FISCAL\\nNCF B1496288571\\nFACTURA NO.: 0813759\\nAUTORIZACION: 508464331\\nTELEFONO: 809-525-5155\\nFECHA: 07/12/2025  HORA: 16:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     735.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,578.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,060.95\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,174.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,548.45\\nITBIS RD$           0.00\\nTOTAL RD$           8,548.45\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 7552574\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 57456749\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nCODOSA DISENO & CONSTRUCCION\\nRNC EMISOR: 132541652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIONICIA NUNEZ DE GARCIA\\nRNC CLIENTE: 130176282\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E320620902149\\nFACTURA NO.: 2981560\\nAUTORIZACION: 41327733\\nTELEFONO: 809-345-6973\\nFECHA: 18/08/2025  HORA: 19:40\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  FUNDA     CEMENTO GRIS 42.5 KG\\n                                                  1,497.00\\n    5  QUINTAL   VARILLA CORRUGADA 3/8\\n                                                 17,377.50\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS\\n                                                  7,500.00\\n    9  UNIDAD    INTERRUPTOR SENCILLO\\n                                                  1,052.91\\n    3  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS\\n                                                  1,026.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       28,453.41\\nIMPUESTO ITBIS RD$       5,121.61\\nTOTAL RD$          33,575.02\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 934396\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 69498353\\nARCHIVADO\"}","template_ids":[5,9],"business_categories":["comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["101589932","132541652"],"invoice_ids":["inv_ca0931f23594272f9be2","inv_d4cc8967f1a0fb0449e0"],"observation_id":"obs_f74866b0dd7de31ebfd4","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":6.47,"augmentation_metadata":{"downscale_factor":0.912,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.918,"brightness_factor":1.001,"blur_sigma":0.249,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":45.6,"jpeg_quality":84,"documents":[{"rotation_deg":2.52,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.111,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14434248541289230153,"difficulty":"hard","split":"train"}
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{"image":"images/606_004872.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101192208\",\"ncf\":\"E445831843138\",\"fecha_comprobante\":\"20240104\",\"monto_facturado_servicios\":612.95,\"monto_facturado_bienes\":13018.49,\"itbis_facturado\":2453.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CORP DE CABLE LA ROMANA S A\\nCORP DE CABLE LA ROMANA S A\\nRNC EMISOR: 101192208\\nCLIENTE: CENTRO DE PINTURA DAMARIS SRL\\nRNC CLIENTE: 131341659\\nFACTURA DE CREDITO FISCAL\\nNCF: E445831843138\\nFACTURA NO.: 3454060\\nAUTORIZACION: 271305072\\nTELEFONO: 809-578-5656\\nFECHA: 04/01/2024  HORA: 09:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,209.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,464.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     612.95\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,344.99\\n-------------------------------------------\\nSUB-TOTAL RD$       13,631.44\\nITBIS RD$       2,453.66\\nTOTAL RD$          16,085.10\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1946033\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101192208"],"invoice_ids":["inv_1e45b5b8cdc920ea8a60"],"observation_id":"obs_5d00102b122d1d4490b6","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":10.27,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.884,"brightness_factor":0.905,"blur_sigma":0.207,"crop_applied":false,"camera_distance_factors":[0.987],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.67,"jpeg_quality":86,"documents":[{"rotation_deg":-1.398,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12644646966430178414,"difficulty":"light","split":"train"}
{"image":"images/607_004873.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40227744436\",\"ncf\":\"B0192044513\",\"fecha_comprobante\":\"20251215\",\"monto_facturado\":19237.00,\"itbis_facturado\":3462.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":22699.66,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LEONIDAS LOPEZ GARCIA\\nRNC EMISOR: 01200222402\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL ORIEL ARISMENDY CRUZ\\nRNC CLIENTE: 40227744436\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0192044513\\nFACTURA NO.: 8850593\\nAUTORIZACION: 535039546\\nTELEFONO: 809-570-1187\\nFECHA: 15/12/2025  HORA: 18:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  VIAJE     SERVICIO DE TRANSPORTE\\n                                  19,237.00\\n-------------------------------------------\\nSUB-TOTAL RD$       19,237.00\\nITBIS 18% RD$       3,462.66\\nTOTAL RD$          22,699.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3947692\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 94369356\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["01200222402"],"invoice_ids":["inv_4cdec3ff4180499cc53a"],"observation_id":"obs_e6dc66f9a5341afeb39f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":10.07,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.98,"brightness_factor":0.995,"blur_sigma":0.005,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.23,"jpeg_quality":96,"documents":[{"rotation_deg":0.748,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13415511827008482852,"difficulty":"light","split":"train"}
{"image":"images/606_004874.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130100578\",\"ncf\":\"B0141731950\",\"fecha_comprobante\":\"20250803\",\"monto_facturado_servicios\":75823.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13648.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"22500777556\",\"ncf\":\"E452749058552\",\"fecha_comprobante\":\"20251209\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":25142.00,\"itbis_facturado\":4525.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"PIFANY RENT A CAR C POR A\\nPIFANY RENT A CAR C POR A\\nRNC EMISOR: 130100578\\nCLIENTE: HOTEL BELLA VISTA SRL\\nRNC CLIENTE: 130637717\\nFACTURA DE CREDITO FISCAL\\nNCF: B0141731950\\nFACTURA NO.: 6314577\\nAUTORIZACION: 467949154\\nTELEFONO: 809-916-5463\\nFECHA: 03/08/2025  HORA: 20:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           14,448.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA       3,105.00\\n    3  VIAJE     TRANSPORTE DE CARGA         58,270.50\\n----------------------------------------------\\nSUBTOTAL RD$       75,823.50\\nITBIS 18% RD$      13,648.23\\nTOTAL RD$          89,471.73\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6330870\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 70490291\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nGUZMAN MONTERO DESING\\nSAMIR MANUEL GUZMAN MONTERO\\nRNC: 22500777556\\nCLIENTE: PUNTO DENTAL SPOT JAL SRL\\nRNC CLIENTE: 131231136\\nFACTURA DE CREDITO FISCAL\\nNCF: E452749058552\\nFACTURA NO.: 7705574\\nAUTORIZACION: 512877374\\nTELEFONO: 809-576-7509\\nFECHA: 09/12/2025  HORA: 08:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        18,540.00\\n    2  UNIDAD    EQUIPO ELECTRICO             6,602.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       25,142.00\\nITBIS 18% RD$       4,525.56\\nTOTAL RD$          29,667.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6901115\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 41786641\\nEntregado\"}","template_ids":[10,13],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130100578","22500777556"],"invoice_ids":["inv_f6d669293883e3bfbd26","inv_fc825702bee2bec2b868"],"observation_id":"obs_594f2bdab305d6d0d42c","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.65,"augmentation_metadata":{"downscale_factor":0.845,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.881,"brightness_factor":1.022,"blur_sigma":0.065,"crop_applied":false,"camera_distance_factors":[0.959,0.921],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":41.78,"jpeg_quality":87,"documents":[{"rotation_deg":-1.157,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.614,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17810542106956398621,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 38973165\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nTHEKES S A\\nTHEKES S A\\nRNC EMISOR: 101871024\\nCLIENTE: SIDA ISABEL BELLO DIAZ\\nRNC CLIENTE: 00100750132\\nFACTURA DE CREDITO FISCAL\\nNCF: E444363126569\\nFACTURA NO.: 6821845\\nAUTORIZACION: 106852439\\nTELEFONO: 809-744-5201\\nFECHA: 31/08/2025  HORA: 16:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                   6,609.95\\n    4  VIAJE     SERVICIO DE TRANSPORTE\\n                                  49,322.00\\n-------------------------------------------\\nSUBTOTAL RD$       55,931.95\\nITBIS RD$      10,067.75\\nTOTAL RD$          65,999.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1485346\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 57409783\\n\\n--- FACTURA ---\\n\\nBASILIO MEJIA HICIANO\\nBASILIO MEJIA HICIANO\\nRNC: 05600262009\\nCLIENTE: JENNIFFER YANELIS MARTINEZ CALVO\\nRNC CLIENTE: 05601724478\\nFACTURA DE CREDITO FISCAL\\nNCF: E454014119354\\nFACTURA NO.: 5070319\\nAUTORIZACION: 847577822\\nTELEFONO: 809-688-5087\\nFECHA: 30/12/2024  HORA: 10:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       17,500.00\\n    1  VISITA    INSPECCION TECNICA          23,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       41,000.00\\nIMPUESTO ITBIS RD$       7,380.00\\nTOTAL RD$          48,380.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 6297733\\nGRACIAS POR SU COMPRA\\nPROCESADO\"}","template_ids":[10,5,13],"business_categories":["comercio_general","transporte","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130826307","101871024","05600262009"],"invoice_ids":["inv_af3cda532589a9c8c736","inv_0367d6b1281d965cc818","inv_8500145c541fb5f755ce"],"observation_id":"obs_e4fd92c760392032cd87","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.019,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":28.05,"jpeg_quality":96,"documents":[{"rotation_deg":-0.101,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.071,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.074,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":14469913512042030422,"difficulty":"hard","split":"train"}
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{"image":"images/606_004880.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101544538\",\"ncf\":\"E324302079549\",\"fecha_comprobante\":\"20240418\",\"monto_facturado_servicios\":1424.95,\"monto_facturado_bienes\":2520.00,\"itbis_facturado\":710.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132589582\",\"ncf\":\"B0130030410\",\"fecha_comprobante\":\"20240502\",\"monto_facturado_servicios\":26774.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4819.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":138.73,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"105021463\",\"ncf\":\"B0101904036\",\"fecha_comprobante\":\"20241105\",\"monto_facturado_servicios\":357707.93,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":64387.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"GRANZERA DE NIGUA C POR A\\nGRANZERA DE NIGUA C POR A\\nRNC 101544538\\nCLIENTE: CINTHIA JANSEN PIMENTEL\\nRNC CLIENTE: 00116866518\\nFACTURA DE CREDITO FISCAL\\nNCF: E324302079549\\nFACTURA NO.: 8233973\\nAUTORIZACION: 779673661\\nTELEFONO: 809-847-3269\\nFECHA: 18/04/2024  HORA: 19:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,896.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,424.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     624.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,944.95\\nITBIS 18% RD$         710.09\\nTOTAL RD$           4,655.04\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2199377\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMATTERHORN\\nMATTERHORN SRL\\nRNC: 132589582\\nCLIENTE: ESTHEFANY SORIBEL DISLA GERMOSEN\\nRNC CLIENTE: 22300876798\\nFACTURA DE CREDITO FISCAL\\nNCF: B0130030410\\nFACTURA NO.: 8650833\\nAUTORIZACION: 71224282\\nTELEFONO: 809-430-4128\\nFECHA: 02/05/2024  HORA: 18:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   26,774.50\\n----------------------------------------------\\nSUB-TOTAL RD$       26,774.50\\nIMPUESTO ITBIS RD$       4,819.41\\nOTROS IMPUESTOS RD$     138.73\\nTOTAL RD$          31,732.64\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7766270\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 17624694\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDOMCON S A\\nDOMCON S A\\nRNC 105021463\\nCLIENTE: FANY & SAMMY IMPORT\\nRNC CLIENTE: 130267431\\nFACTURA DE CREDITO FISCAL\\nNCF B0101904036\\nFACTURA NO.: 0232812\\nAUTORIZACION: 209994421\\nTELEFONO: 809-422-8095\\nFECHA: 05/11/2024  HORA: 16:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   3,259.95\\n    2  MES       ALQUILER DE LOCAL\\n                                 221,979.98\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  26,552.00\\n    2  SERVICIO  COMISION INMOBILIARIA\\n                                 105,916.00\\n-------------------------------------------\\nSUBTOTAL RD$      357,707.93\\nITBIS 18% RD$      64,387.43\\nTOTAL RD$         422,095.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5087848\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,4,1],"business_categories":["comercio_general","inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101544538","132589582","105021463"],"invoice_ids":["inv_405ce1952267175cabbe","inv_8acc3cea4f1415155360","inv_4790c0ede208abfb3876"],"observation_id":"obs_b8d46394460c18441582","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.01,"augmentation_metadata":{"downscale_factor":0.918,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.92,"brightness_factor":1.045,"blur_sigma":0.379,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":49.59,"jpeg_quality":84,"documents":[{"rotation_deg":-1.398,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.464,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.711,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":3283849814620072246,"difficulty":"hard","split":"train"}
{"image":"images/607_004881.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132477243\",\"ncf\":\"B1566419214\",\"fecha_comprobante\":\"20250429\",\"monto_facturado\":125500.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":125500.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430127892\",\"ncf\":\"B0120926612\",\"fecha_comprobante\":\"20250706\",\"monto_facturado\":29356.00,\"itbis_facturado\":5284.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14512.44,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20127.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DIAVOLO\\nRNC EMISOR: 132945115\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOLCE BAKERY BY G SRL\\nRNC CLIENTE: 132477243\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1566419214\\nFACTURA NO.: 9348229\\nAUTORIZACION: 201921935\\nTELEFONO: 809-420-1847\\nFECHA: 29/04/2025  HORA: 12:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA             7,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   90,000.00\\n    1  CASO      REPRESENTACION LEGAL        15,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      125,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         125,500.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5608275\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 32690980\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nINGENIERIA ELECTROMECANICA E HIDROSANITARI\\nRNC EMISOR: 132285905\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION POR LOS DERECHOS DE LOS\\nCONS\\nRNC CLIENTE: 430127892\\nFACTURA DE CREDITO FISCAL\\nNCF: B0120926612\\nFACTURA NO.: 7954258\\nAUTORIZACION: 44402901\\nTELEFONO: 809-411-5225\\nFECHA: 06/07/2025  HORA: 19:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  28,292.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,064.00\\n-------------------------------------------\\nSUBTOTAL RD$       29,356.00\\nITBIS 18% RD$       5,284.08\\nTOTAL RD$          34,640.08\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2536235\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 34450619\\nEntregado\"}","template_ids":[6,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132945115","132285905"],"invoice_ids":["inv_024738179ca0b01e522d","inv_0a4959e06d66a9e22187"],"observation_id":"obs_86fb382339c824615cbc","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.5,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.94,"brightness_factor":0.987,"blur_sigma":0.059,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":25.45,"jpeg_quality":92,"documents":[{"rotation_deg":-0.158,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.171,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9673939149929312656,"difficulty":"medium","split":"train"}
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{"image":"images/607_004891.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133289342\",\"ncf\":\"B0256694875\",\"fecha_comprobante\":\"20240327\",\"monto_facturado\":19564.50,\"itbis_facturado\":3521.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15963.98,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7122.13,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130259552\",\"ncf\":\"B1518548452\",\"fecha_comprobante\":\"20250730\",\"monto_facturado\":1372.99,\"itbis_facturado\":247.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1620.13,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130936277\",\"ncf\":\"E323237588769\",\"fecha_comprobante\":\"20250611\",\"monto_facturado\":52766.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":52766.45,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIZANCINI 20H\\nRNC EMISOR: 132323424\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PERALTA MEDINA GROUP MULTISERVIS\\nSRL\\nRNC CLIENTE: 133289342\\nFACTURA DE CREDITO FISCAL\\nNCF: B0256694875\\nFACTURA NO.: 0379442\\nAUTORIZACION: 968422431\\nTELEFONO: 809-977-8750\\nFECHA: 27/03/2024  HORA: 15:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PANTALON CASUAL\\n                                   1,407.00\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                   8,247.50\\n    3  UNIDAD    CALZADO CASUAL\\n                                   3,660.00\\n    5  UNIDAD    GORRA BORDADA\\n                                   6,250.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,564.50\\nITBIS 18% RD$       3,521.61\\nTOTAL RD$          23,086.11\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2455880\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 83992451\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nFRAN REYNALDO LORA PEREZ\\nRNC EMISOR: 05400051628\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CECILIO AUTO IMPORT S A\\nRNC CLIENTE: 130259552\\nFACTURA DE CREDITO FISCAL\\nNCF: B1518548452\\nFACTURA NO.: 8461438\\nAUTORIZACION: 316808563\\nTELEFONO: 809-902-3995\\nFECHA: 30/07/2025  HORA: 11:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,372.99\\n----------------------------------------------\\nSUB-TOTAL RD$        1,372.99\\nITBIS 18% RD$         247.14\\nTOTAL RD$           1,620.13\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5781652\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 11143621\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nINPERMUSA S A\\nRNC EMISOR: 130093962\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PARADOR OK SRL\\nRNC CLIENTE: 130936277\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323237588769\\nFACTURA NO.: 8611257\\nAUTORIZACION: 880948382\\nTELEFONO: 809-276-2870\\nFECHA: 11/06/2025  HORA: 13:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    6,919.50\\n    1  SERVICIO  COMISION INMOBILIARIA       45,846.95\\n----------------------------------------------\\nSUB-TOTAL RD$       52,766.45\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          52,766.45\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9119631\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 86138461\\nDETALLE DE SERVICIOS\"}","template_ids":[5,6,4],"business_categories":["ropa_comercio","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132323424","05400051628","130093962"],"invoice_ids":["inv_51dc625a09bdfc6ecdb0","inv_6f2d72009c11f4cc3db5","inv_c1902ea35d6e4edfb875"],"observation_id":"obs_4e1898bd6923da4d50a1","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.9,"augmentation_metadata":{"downscale_factor":0.604,"red_scale":0.941,"blue_scale":1.059,"contrast_factor":0.827,"brightness_factor":0.865,"blur_sigma":0.934,"crop_applied":false,"camera_distance_factors":[0.924,0.995,0.96],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":48.51,"jpeg_quality":77,"documents":[{"rotation_deg":-1.114,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-4.234,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.39,"perspective":0.045,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1398786445094215476,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 15593170\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nBERTHA RAMIREZ MENDEZ\\nBERTHA RAMIREZ MENDEZ\\nRNC 00103558318\\nCLIENTE: RUBEN DARIO COLON BERAS\\nRNC CLIENTE: 00201075207\\nFACTURA DE CREDITO FISCAL\\nNCF E328903415898\\nFACTURA NO.: 8779267\\nAUTORIZACION: 372814675\\nTELEFONO: 809-816-6642\\nFECHA: 30/11/2025  HORA: 15:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  GALON     CLORO LIQUIDO 1 GALON\\n                                     692.00\\n    1  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     276.00\\n    2  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     570.00\\n    2  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     242.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,780.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           1,780.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6109997\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_004928.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02301253346\",\"ncf\":\"B0227159192\",\"fecha_comprobante\":\"20240411\",\"monto_facturado_servicios\":94500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17010.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"RAUL ARMANDO MARTINEZ ANGLADA\\nRAUL ARMANDO MARTINEZ ANGLADA\\nRNC: 02301253346\\nCLIENTE: RAFAEL LEONIDAS INOA VELEZ\\nRNC CLIENTE: 00108791310\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0227159192\\nFACTURA NO.: 7313812\\nAUTORIZACION: 122646532\\nTELEFONO: 809-900-1643\\nFECHA: 11/04/2024  HORA: 13:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES    7,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   87,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       94,500.00\\nIMPUESTO ITBIS RD$      17,010.00\\nTOTAL RD$         111,510.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 9445488\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 32071812\\nDETALLE DE SERVICIOS\\nCopia cliente\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["02301253346"],"invoice_ids":["inv_3ddbefd12c7772cecbac"],"observation_id":"obs_4328ab7f1ddbf8853b8e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.887,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":1.078,"brightness_factor":1.046,"blur_sigma":0.849,"crop_applied":false,"camera_distance_factors":[0.886],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.34,"jpeg_quality":72,"documents":[{"rotation_deg":-3.794,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9516145262769281680,"difficulty":"medium","split":"train"}
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{"image":"images/606_004930.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00117200436\",\"ncf\":\"B1504419266\",\"fecha_comprobante\":\"20241111\",\"monto_facturado_servicios\":16000.00,\"monto_facturado_bienes\":907.98,\"itbis_facturado\":3043.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"00108810888\",\"ncf\":\"B1457631875\",\"fecha_comprobante\":\"20250711\",\"monto_facturado_servicios\":5872.00,\"monto_facturado_bienes\":246932.35,\"itbis_facturado\":45504.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"RAMON ANTONIO DE LA CRUZ CASTILLO\\nRAMON ANTONIO DE LA CRUZ CASTILLO\\nRNC: 00117200436\\nCLIENTE: NAHARA CONCEPT OFFICE SRL\\nRNC CLIENTE: 131260349\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1504419266\\nFACTURA NO.: 6714588\\nAUTORIZACION: 419766486\\nTELEFONO: 809-570-8981\\nFECHA: 11/11/2024  HORA: 20:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA       16,000.00\\n    2  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      907.98\\n----------------------------------------------\\nSUB-TOTAL RD$       16,907.98\\nITBIS RD$       3,043.44\\nTOTAL RD$          19,951.42\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1309444\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINES ARTES GRAFICAS\\nINES DEL CARMEN PEREZ PEREZ\\nRNC 00108810888\\nCLIENTE: COMERCIALIZADORA RONG YAO SRL\\nRNC CLIENTE: 131538053\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1457631875\\nFACTURA NO.: 0157193\\nAUTORIZACION: 28070585\\nTELEFONO: 809-871-6396\\nFECHA: 11/07/2025  HORA: 13:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE EQUIPOS\\n                                   5,872.00\\n    1  UNIDAD    TONER PARA IMPRESORA\\n                                   5,007.50\\n    3  UNIDAD    COMPUTADORA PORTATIL\\n                                 207,926.85\\n    2  UNIDAD    MONITOR LED 24 PULGADAS\\n                                  32,608.00\\n    2  UNIDAD    CABLE DE RED CAT6\\n                                   1,390.00\\n-------------------------------------------\\nSUBTOTAL RD$      252,804.35\\nITBIS RD$      45,504.78\\nTOTAL RD$         298,309.13\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 5283891\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,0],"business_categories":["construccion_ferreteria","tecnologia"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00117200436","00108810888"],"invoice_ids":["inv_ebe08f29c799857a0893","inv_165afe95354d67891540"],"observation_id":"obs_e0c69d69d66642283e15","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.94,"augmentation_metadata":{"downscale_factor":0.887,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.961,"brightness_factor":0.964,"blur_sigma":0.321,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.09,"jpeg_quality":87,"documents":[{"rotation_deg":-1.622,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-2.291,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6126307673803808580,"difficulty":"hard","split":"train"}
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{"image":"images/606_004932.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130957177\",\"ncf\":\"B1411618380\",\"fecha_comprobante\":\"20240816\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":24389.79,\"itbis_facturado\":4390.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"VALDEZ Y HERNANDEZ COMERCIAL\\nVALDEZ Y HERNANDEZ COMERCIAL SRL\\nRNC: 130957177\\nCLIENTE: ROCKVILLE DEVELOPMENT S A\\nRNC CLIENTE: 130519218\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1411618380\\nFACTURA NO.: 9317117\\nAUTORIZACION: 830922823\\nTELEFONO: 809-979-6099\\nFECHA: 16/08/2024  HORA: 11:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,131.96\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,193.98\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,063.85\\n-------------------------------------------\\nSUB-TOTAL RD$       24,389.79\\nIMPUESTO ITBIS RD$       4,390.16\\nTOTAL RD$          28,779.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6951033\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130957177"],"invoice_ids":["inv_8c86452d3b7a06b34bc7"],"observation_id":"obs_494c23c3feb623130f66","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":11.5,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.008,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.03,"jpeg_quality":98,"documents":[{"rotation_deg":0.032,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4907321003061552520,"difficulty":"clean","split":"train"}
{"image":"images/607_004933.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130529949\",\"ncf\":\"E450331128126\",\"fecha_comprobante\":\"20240322\",\"monto_facturado\":27500.00,\"itbis_facturado\":4950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":32450.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANA ISABEL MESSINA VASQUEZ\\nRNC EMISOR: 00100883180\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISENOS E INTALACIONES DE DUCTOS\\nGUTIER\\nRNC CLIENTE: 130529949\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E450331128126\\nFACTURA NO.: 9360438\\nAUTORIZACION: 77806339\\nTELEFONO: 809-676-9014\\nFECHA: 22/03/2024  HORA: 10:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  27,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,500.00\\nIMPUESTO ITBIS RD$       4,950.00\\nTOTAL RD$          32,450.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9105347\\nGRACIAS POR SU COMPRA\\nRevisado\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00100883180"],"invoice_ids":["inv_918886dafae685830461"],"observation_id":"obs_756d8c5c4a6d46460734","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":11.3,"augmentation_metadata":{"downscale_factor":0.845,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.94,"brightness_factor":1.066,"blur_sigma":0.889,"crop_applied":false,"camera_distance_factors":[0.968],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.3,"jpeg_quality":79,"documents":[{"rotation_deg":2.543,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11121748879517507873,"difficulty":"medium","split":"validation"}
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{"image":"images/607_004935.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101575395\",\"ncf\":\"B0110479315\",\"fecha_comprobante\":\"20250517\",\"monto_facturado\":35139.00,\"itbis_facturado\":6325.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27839.54,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13624.48,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGROPALMA DEL NORDESTE\\nRNC EMISOR: 132732685\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FALCON DOMINICANA  C  POR A\\nRNC CLIENTE: 101575395\\nFACTURA DE CREDITO FISCAL\\nNCF: B0110479315\\nFACTURA NO.: 5112770\\nAUTORIZACION: 865412302\\nTELEFONO: 809-564-8432\\nFECHA: 17/05/2025  HORA: 16:50\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,380.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                                 33,196.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    563.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       35,139.00\\nITBIS 18% RD$       6,325.02\\nTOTAL RD$          41,464.02\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7001752\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 26917414\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132732685"],"invoice_ids":["inv_95ea121b5a2dc842f796"],"observation_id":"obs_1f61bc1a2e6a94fcee18","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":0.992,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.037,"brightness_factor":0.989,"blur_sigma":0.133,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.37,"jpeg_quality":96,"documents":[{"rotation_deg":-0.09,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15488477569173357169,"difficulty":"light","split":"train"}
{"image":"images/606_004936.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133463814\",\"ncf\":\"E450328884227\",\"fecha_comprobante\":\"20251022\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5660.48,\"itbis_facturado\":1018.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00111315420\",\"ncf\":\"E445709129510\",\"fecha_comprobante\":\"20240627\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7887.00,\"itbis_facturado\":1419.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"LA ROSANIEL COFFEE SHOP\\nLA ROSANIEL COFFEE SHOP SRL\\nRNC: 133463814\\nCLIENTE: PURPLE BOUTIQUE S A\\nRNC CLIENTE: 130211795\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450328884227\\nFACTURA NO.: 8956357\\nAUTORIZACION: 448427164\\nTELEFONO: 809-272-1444\\nFECHA: 22/10/2025  HORA: 08:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    JUGO NATURAL                   286.00\\n    2  UNIDAD    PIZZA MEDIANA                2,476.00\\n    2  UNIDAD    POSTRE DE LA CASA              723.98\\n    1  UNIDAD    PLATO DEL DIA                  436.00\\n    3  UNIDAD    POLLO A LA PLANCHA           1,738.50\\n----------------------------------------------\\nSUBTOTAL RD$        5,660.48\\nIMPUESTO ITBIS RD$       1,018.89\\nTOTAL RD$           6,679.37\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1447044\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 51726172\\nCANT. UND. DESCRIPCION IMPORTE\\nCOPIA\\n\\n--- FACTURA ---\\n\\nGERMAN GIOVANNI PEREZ SALCEDO\\nGERMAN GIOVANNI PEREZ SALCEDO\\nRNC EMISOR: 00111315420\\nCLIENTE: YANGDA SRL\\nRNC CLIENTE: 133581922\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445709129510\\nFACTURA NO.: 1894375\\nAUTORIZACION: 245509436\\nTELEFONO: 809-308-3575\\nFECHA: 27/06/2024  HORA: 11:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,887.00\\n-------------------------------------------\\nSUB-TOTAL RD$        7,887.00\\nITBIS RD$       1,419.66\\nTOTAL RD$           9,306.66\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1599667\\nGRACIAS POR SU COMPRA\"}","template_ids":[7,5],"business_categories":["restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133463814","00111315420"],"invoice_ids":["inv_ac1896dc4ae130911350","inv_be17889aab2b691ebf15"],"observation_id":"obs_2e9b913a2659852d0c11","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.18,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.95,"brightness_factor":1.02,"blur_sigma":0.05,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.25,"jpeg_quality":90,"documents":[{"rotation_deg":-0.535,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.057,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5659480690746217438,"difficulty":"medium","split":"train"}
{"image":"images/607_004937.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131060201\",\"ncf\":\"E449724865173\",\"fecha_comprobante\":\"20250630\",\"monto_facturado\":23832.96,\"itbis_facturado\":4289.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":28122.89,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SALINATLANTICA INTERNACIONAL\\nRNC EMISOR: 130877173\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLACK & BLUE TRADING SOLUTIONS SRL\\nRNC CLIENTE: 131060201\\nFACTURA DE CREDITO FISCAL\\nNCF: E449724865173\\nFACTURA NO.: 5893845\\nAUTORIZACION: 870731145\\nTELEFONO: 809-372-8077\\nFECHA: 30/06/2025  HORA: 10:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,843.96\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,940.00\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   8,405.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,081.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,563.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,832.96\\nIMPUESTO ITBIS RD$       4,289.93\\nTOTAL RD$          28,122.89\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8456513\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 82585075\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130877173"],"invoice_ids":["inv_b44751f8b125a7a2e8b3"],"observation_id":"obs_486d9e9b1686526dad37","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.06,"augmentation_metadata":{"downscale_factor":0.894,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":0.954,"brightness_factor":0.988,"blur_sigma":0.044,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":96,"documents":[{"rotation_deg":0.431,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17119801524175660423,"difficulty":"light","split":"test"}
{"image":"images/606_004938.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133417979\",\"ncf\":\"B1450005274\",\"fecha_comprobante\":\"20240704\",\"monto_facturado_servicios\":40197.50,\"monto_facturado_bienes\":3866.50,\"itbis_facturado\":7931.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":4019.75,\"forma_pago\":3}],\"ocr\":\"SABORES HISPANIOLA 809\\nSABORES HISPANIOLA 809 SRL\\nRNC EMISOR: 133417979\\nCLIENTE: GS SAMUEL CIGAR LOUNGE MEETING SRL\\nRNC CLIENTE: 133169241\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1450005274\\nFACTURA NO.: 7677392\\nAUTORIZACION: 420384731\\nTELEFONO: 809-365-5388\\nFECHA: 04/07/2024  HORA: 17:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PIZZA MEDIANA\\n                                   2,464.00\\n    4  UNIDAD    JUGO NATURAL\\n                                     542.00\\n    3  UNIDAD    POSTRE DE LA CASA\\n                                     789.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  40,197.50\\n    1  UNIDAD    REFRESCO\\n                                      71.50\\n-------------------------------------------\\nSUB-TOTAL RD$       44,064.00\\nITBIS RD$       7,931.52\\nPROPINA LEGAL RD$     4,019.75\\nTOTAL RD$          56,015.27\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7649216\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 50237017\\nRecibido\"}","template_ids":[1],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["133417979"],"invoice_ids":["inv_dcee66f3f4ea553aa8e2"],"observation_id":"obs_44bc50f41ebb33e4ef56","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.78,"augmentation_metadata":{"downscale_factor":0.665,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.854,"brightness_factor":0.941,"blur_sigma":0.209,"crop_applied":false,"camera_distance_factors":[0.99],"legibility_scale_corrections":[0.0],"final_contrast_stddev":72.58,"jpeg_quality":76,"documents":[{"rotation_deg":-0.641,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14739425608945857259,"difficulty":"medium","split":"train"}
{"image":"images/607_004939.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101067578\",\"ncf\":\"B0127925081\",\"fecha_comprobante\":\"20250606\",\"monto_facturado\":15670.79,\"itbis_facturado\":2820.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18491.53,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FABIO J DE LOS REMEDIOS DIAZ FELIZ\\nRNC EMISOR: 02600555409\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CASA NELSON CXA\\nRNC CLIENTE: 101067578\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0127925081\\nFACTURA NO.: 7392688\\nAUTORIZACION: 990251105\\nTELEFONO: 809-856-6820\\nFECHA: 06/06/2025  HORA: 13:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,542.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            649.98\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,952.00\\n    3  UNIDAD    EQUIPO ELECTRICO             3,206.85\\n    4  UNIDAD    MATERIAL DE OFICINA          6,319.96\\n----------------------------------------------\\nSUB-TOTAL RD$       15,670.79\\nITBIS RD$       2,820.74\\nTOTAL RD$          18,491.53\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7882481\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 34461795\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02600555409"],"invoice_ids":["inv_4a4f375924eeb129cbe3"],"observation_id":"obs_22e39e7af2f5a7825632","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.53,"augmentation_metadata":{"downscale_factor":0.986,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.858,"brightness_factor":0.889,"blur_sigma":0.216,"crop_applied":false,"camera_distance_factors":[0.998],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.33,"jpeg_quality":93,"documents":[{"rotation_deg":-1.886,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6354897592608621288,"difficulty":"light","split":"train"}
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UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 59134851\\nArchivado\\n\\n--- FACTURA ---\\n\\nJOSE MARTIN DE MOYA SANDER\\nJOSE MARTIN DE MOYA SANDER\\nRNC 00101014330\\nCLIENTE: ALBANIA TEJADA\\nRNC CLIENTE: 03700834900\\nFACTURA DE CREDITO FISCAL\\nNCF E445554388115\\nFACTURA NO.: 4125426\\nAUTORIZACION: 758118009\\nTELEFONO: 809-846-8896\\nFECHA: 27/04/2024  HORA: 19:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  34,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  46,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  17,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  80,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      177,500.00\\nIMPUESTO ITBIS RD$      31,950.00\\nTOTAL RD$         209,450.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1118016\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 69253624\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nANA DELCY MEJIA DIFO\\nANA DELCY MEJIA DIFO\\nRNC 130617627\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 00081 PUEBLO \\nRNC CLIENTE: 430267724\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451941538152\\nFACTURA NO.: 2412142\\nAUTORIZACION: 986706913\\nTELEFONO: 809-312-5472\\nFECHA: 11/03/2025  HORA: 10:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,365.95\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,010.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        11,755.96\\n----------------------------------------------\\nBASE IMPONIBLE RD$       14,131.91\\nITBIS 18% RD$       2,543.74\\nTOTAL RD$          16,675.65\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8531471\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004961.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130608784\",\"ncf\":\"E316893395479\",\"fecha_comprobante\":\"20240427\",\"monto_facturado\":11678.45,\"itbis_facturado\":2102.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":13780.57,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FELIPE ANTONIO VASQUEZ\\nRNC EMISOR: 00117854919\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAGALI ALTAGRACIA VASQUEZ\\nHENRIQUEZ\\nRNC CLIENTE: 130608784\\nFACTURA DE CREDITO FISCAL\\nNCF E316893395479\\nFACTURA NO.: 4889985\\nAUTORIZACION: 436110003\\nTELEFONO: 809-847-5644\\nFECHA: 27/04/2024  HORA: 12:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,815.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,513.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   8,349.95\\n-------------------------------------------\\nSUBTOTAL RD$       11,678.45\\nIMPUESTO ITBIS RD$       2,102.12\\nTOTAL RD$          13,780.57\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5852695\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 34805808\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00117854919"],"invoice_ids":["inv_342c68b6f72985da3aeb"],"observation_id":"obs_5a46bee12539cd03130f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.54,"augmentation_metadata":{"downscale_factor":0.718,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":1.058,"brightness_factor":1.061,"blur_sigma":0.83,"crop_applied":false,"camera_distance_factors":[0.902],"legibility_scale_corrections":[0.0],"final_contrast_stddev":86.64,"jpeg_quality":84,"documents":[{"rotation_deg":-3.171,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8207535721824348493,"difficulty":"medium","split":"train"}
{"image":"images/606_004962.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131622127\",\"ncf\":\"B1571917955\",\"fecha_comprobante\":\"20250728\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":18748.50,\"itbis_facturado\":3374.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131947042\",\"ncf\":\"E318137766590\",\"fecha_comprobante\":\"20250912\",\"monto_facturado_servicios\":13540.95,\"monto_facturado_bienes\":79095.97,\"itbis_facturado\":16674.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130412758\",\"ncf\":\"E313848032177\",\"fecha_comprobante\":\"20250311\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":34044.00,\"itbis_facturado\":6127.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FX COMERCIAL\\nFX COMERCIAL SRL\\nRNC EMISOR: 131622127\\nCLIENTE: GIUDICEK S A\\nRNC CLIENTE: 101791861\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1571917955\\nFACTURA NO.: 0965944\\nAUTORIZACION: 632307940\\nTELEFONO: 809-503-5259\\nFECHA: 28/07/2025  HORA: 17:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA            925.50\\n    3  UNIDAD    EQUIPO ELECTRICO            17,823.00\\n----------------------------------------------\\nSUBTOTAL RD$       18,748.50\\nIMPUESTO ITBIS RD$       3,374.73\\nTOTAL RD$          22,123.23\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9419004\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nBESTRANS LOGISTICS\\nBESTRANS LOGISTICS SRL\\nRNC 131947042\\nCLIENTE: ELVIN JOSE REYES PAULINO\\nRNC CLIENTE: 40220020123\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318137766590\\nFACTURA NO.: 5102683\\nAUTORIZACION: 82739174\\nTELEFONO: 809-644-8523\\nFECHA: 12/09/2025  HORA: 14:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REPARACION MECANICA         10,826.95\\n    4  UNIDAD    ACEITE DE MOTOR              4,416.00\\n    4  UNIDAD    BATERIA AUTOMOTRIZ          55,246.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,714.00\\n    3  UNIDAD    JUEGO DE PASTILLAS DE FRENO   19,433.97\\n----------------------------------------------\\nSUB-TOTAL RD$       92,636.92\\nIMPUESTO ITBIS RD$      16,674.65\\nTOTAL RD$         109,311.57\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2468568\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nBIO TROPIC SRL\\nBIO TROPIC SRL\\nRNC EMISOR: 130412758\\nCLIENTE: CLAUDIO SILVESTRE GERARDINO\\nRNC CLIENTE: 06500133035\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313848032177\\nFACTURA NO.: 1074876\\nAUTORIZACION: 346674114\\nTELEFONO: 809-433-8419\\nFECHA: 11/03/2025  HORA: 15:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,590.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     406.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  23,678.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,370.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       34,044.00\\nITBIS 18% RD$       6,127.92\\nTOTAL RD$          40,171.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6104213\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 48425958\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\\n\\n--- FACTURA ---\\n\\nARCADIO DE LEON SEPULVEDA\\nRNC EMISOR: 130649758\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LILA CAMILO SOTO\\nRNC CLIENTE: 00113163638\\nFACTURA DE CREDITO FISCAL\\nNCF: B1528200379\\nFACTURA NO.: 3532412\\nAUTORIZACION: 291511399\\nTELEFONO: 809-552-8110\\nFECHA: 29/06/2024  HORA: 17:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  57,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  73,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  14,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      144,500.00\\nITBIS 18% RD$      26,010.00\\nTOTAL RD$         170,510.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7088455\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004971.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111009742\",\"ncf\":\"E458094508587\",\"fecha_comprobante\":\"20250214\",\"monto_facturado\":22562.99,\"itbis_facturado\":4061.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":26624.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ISOLINA ALTAGRACIA VALERIO DE ORTEGA\\nRNC EMISOR: 03104395987\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTOS CASTILLO AVILA\\nRNC CLIENTE: 00111009742\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458094508587\\nFACTURA NO.: 2925150\\nAUTORIZACION: 626666785\\nTELEFONO: 809-750-2425\\nFECHA: 14/02/2025  HORA: 13:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION            929.00\\n    4  UNIDAD    UNIFORME EMPRESARIAL        10,956.00\\n    1  UNIDAD    GORRA BORDADA                  889.99\\n    4  UNIDAD    CALZADO CASUAL               9,788.00\\n----------------------------------------------\\nSUB-TOTAL RD$       22,562.99\\nITBIS 18% RD$       4,061.34\\nTOTAL RD$          26,624.33\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7017344\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 91512823\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["03104395987"],"invoice_ids":["inv_59fec270e17f43442e15"],"observation_id":"obs_a0e4c53dd5851ca3210e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.879,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.812,"brightness_factor":1.058,"blur_sigma":0.523,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.1,"jpeg_quality":79,"documents":[{"rotation_deg":-0.562,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18008860077888360967,"difficulty":"medium","split":"train"}
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{"image":"images/606_004974.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00115823155\",\"ncf\":\"E454648796371\",\"fecha_comprobante\":\"20240511\",\"monto_facturado_servicios\":87000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15660.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131856683\",\"ncf\":\"B1421690412\",\"fecha_comprobante\":\"20250102\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5192.00,\"itbis_facturado\":934.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"02601287648\",\"ncf\":\"E314358828928\",\"fecha_comprobante\":\"20250822\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14054.00,\"itbis_facturado\":2529.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CIRILO USTASIO MORONTA THEN\\nCIRILO USTASIO MORONTA THEN\\nRNC: 00115823155\\nCLIENTE: ELIEZER GREGORIO BELEN\\nRNC CLIENTE: 22301599779\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454648796371\\nFACTURA NO.: 5149110\\nAUTORIZACION: 25482942\\nTELEFONO: 809-867-9306\\nFECHA: 11/05/2024  HORA: 12:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          16,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   16,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    45,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       87,000.00\\nITBIS 18% RD$      15,660.00\\nTOTAL RD$         102,660.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9904564\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 44060036\\n\\n--- FACTURA ---\\n\\nEDIFICACIONES Y CONSTRUCCION EDICON\\nEDIFICACIONES Y CONSTRUCCION EDICON SRL\\nRNC: 131856683\\nCLIENTE: RAFAEL ALEJANDRO MINAYA LAUREANO\\nRNC CLIENTE: 00100636216\\nFACTURA DE CREDITO FISCAL\\nNCF: B1421690412\\nFACTURA NO.: 4297742\\nAUTORIZACION: 695957857\\nTELEFONO: 809-930-2424\\nFECHA: 02/01/2025  HORA: 08:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    CERRADURA DE POMO            1,392.00\\n   12  UNIDAD    CODO PVC 1/2 PULGADA           336.00\\n    4  UNIDAD    TUBO PVC PRESION 2 PULGADAS    3,464.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,192.00\\nIMPUESTO ITBIS RD$         934.56\\nTOTAL RD$           6,126.56\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5139316\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 72870643\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nDANNIRY ADALGISA CORDERO CIPRIAN\\nDANNIRY ADALGISA CORDERO CIPRIAN\\nRNC: 02601287648\\nCLIENTE: GERENCIA E INVERSIONES SRL\\nRNC CLIENTE: 101099771\\nFACTURA DE CREDITO FISCAL\\nNCF: E314358828928\\nFACTURA NO.: 1570608\\nAUTORIZACION: 844454190\\nTELEFONO: 809-590-7154\\nFECHA: 22/08/2025  HORA: 11:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,490.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,564.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,054.00\\nITBIS RD$       2,529.72\\nTOTAL RD$          16,583.72\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2812920\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 49153788\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2,2,5],"business_categories":["profesional","construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["00115823155","131856683","02601287648"],"invoice_ids":["inv_86f14916169460d6a5e0","inv_eb519938f4641c10d1e6","inv_bea41fb9da5e4a72aa98"],"observation_id":"obs_cfd8a6712b890e06de35","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.67,"augmentation_metadata":{"downscale_factor":0.835,"red_scale":1.049,"blue_scale":0.951,"contrast_factor":0.84,"brightness_factor":0.982,"blur_sigma":0.392,"crop_applied":false,"camera_distance_factors":[0.933,0.917,0.897],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":37.49,"jpeg_quality":86,"documents":[{"rotation_deg":-1.107,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.661,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.172,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":15215771166747221422,"difficulty":"hard","split":"train"}
{"image":"images/607_004975.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131817904\",\"ncf\":\"E444588091537\",\"fecha_comprobante\":\"20250417\",\"monto_facturado\":131500.00,\"itbis_facturado\":23670.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":58.02,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":155228.02,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03104507417\",\"ncf\":\"E321219026534\",\"fecha_comprobante\":\"20240205\",\"monto_facturado\":31664.50,\"itbis_facturado\":5699.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":37364.11,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133037483\",\"ncf\":\"E441360019568\",\"fecha_comprobante\":\"20240212\",\"monto_facturado\":4695.00,\"itbis_facturado\":845.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":5540.10,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE FRANK QUIRICO VALDEZ\\nRNC EMISOR: 22800004974\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KERACHARY WEA SRL\\nRNC CLIENTE: 131817904\\nFACTURA DE CREDITO FISCAL\\nNCF: E444588091537\\nFACTURA NO.: 3973467\\nAUTORIZACION: 824406434\\nTELEFONO: 809-412-1110\\nFECHA: 17/04/2025  HORA: 17:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  93,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  26,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      131,500.00\\nITBIS RD$      23,670.00\\nOTROS IMPUESTOS RD$      58.02\\nTOTAL RD$         155,228.02\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4638945\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 93633275\\nRevisado\\n\\n--- FACTURA ---\\n\\n420HITSMUSICGROUP\\nRNC EMISOR: 131847803\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VERONICA DIAZ DIAZ\\nRNC CLIENTE: 03104507417\\nFACTURA DE CREDITO FISCAL\\nNCF E321219026534\\nFACTURA NO.: 3983346\\nAUTORIZACION: 417391147\\nTELEFONO: 809-355-2720\\nFECHA: 05/02/2024  HORA: 15:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,770.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  22,225.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     845.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     473.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,350.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       31,664.50\\nITBIS RD$       5,699.61\\nTOTAL RD$          37,364.11\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4494083\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 12364928\\n\\n--- FACTURA ---\\n\\nLA GENERAL DE COMPRA VENTA JJ\\nRNC EMISOR: 130739404\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SEGURIDAD INTEGRAL 365 SRL\\nRNC CLIENTE: 133037483\\nFACTURA DE CREDITO FISCAL\\nNCF E441360019568\\nFACTURA NO.: 2260099\\nAUTORIZACION: 951062001\\nTELEFONO: 809-425-2635\\nFECHA: 12/02/2024  HORA: 14:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,578.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,117.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,695.00\\nITBIS RD$         845.10\\nTOTAL RD$           5,540.10\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 5952631\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 59258925\\nLGD\"}","template_ids":[1,5,5],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["22800004974","131847803","130739404"],"invoice_ids":["inv_eeb9bf8dfc6ea260af95","inv_7030ba1da4b712fa39b0","inv_d5d3c4d60654f98ca0e5"],"observation_id":"obs_996c3b44b624ab58b2c9","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":4.21,"augmentation_metadata":{"downscale_factor":0.611,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.629,"brightness_factor":1.1,"blur_sigma":0.468,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.63,"jpeg_quality":81,"documents":[{"rotation_deg":1.615,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.142,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.737,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"LGD"}]},"num_invoices":3,"seed":16481349393068431330,"difficulty":"hard","split":"train"}
{"image":"images/606_004976.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40223611993\",\"ncf\":\"E326573633073\",\"fecha_comprobante\":\"20250309\",\"monto_facturado_servicios\":1551.99,\"monto_facturado_bienes\":2624.00,\"itbis_facturado\":751.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130400857\",\"ncf\":\"E446149242281\",\"fecha_comprobante\":\"20251010\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":21379.50,\"itbis_facturado\":3848.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JHONNY ALBERTO MERCEDES RAMOS\\nJHONNY ALBERTO MERCEDES RAMOS\\nRNC 40223611993\\nCLIENTE: ESPI DECO SRL\\nRNC CLIENTE: 132827937\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326573633073\\nFACTURA NO.: 6277154\\nAUTORIZACION: 317302657\\nTELEFONO: 809-222-9772\\nFECHA: 09/03/2025  HORA: 12:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,624.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,551.99\\n-------------------------------------------\\nSUB-TOTAL RD$        4,175.99\\nITBIS RD$         751.68\\nTOTAL RD$           4,927.67\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5359855\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 18972607\\n\\n--- FACTURA ---\\n\\nPETRONAN\\nPETROLEOS NACIONALES C POR A\\nRNC: 130400857\\nCLIENTE: ESTERLYN CONTRERAS GONZALEZ\\nRNC CLIENTE: 02800982452\\nFACTURA DE CREDITO FISCAL\\nNCF: E446149242281\\nFACTURA NO.: 3941625\\nAUTORIZACION: 331937267\\nTELEFONO: 809-681-3363\\nFECHA: 10/10/2025  HORA: 13:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,404.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  10,992.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     968.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   8,015.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,379.50\\nITBIS RD$       3,848.31\\nTOTAL RD$          25,227.81\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1668024\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 37517436\"}","template_ids":[0,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40223611993","130400857"],"invoice_ids":["inv_06d05d976eb8f2e5cfcf","inv_1d2ecbe6694c042794bd"],"observation_id":"obs_41dc1d4d208f356333b2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.5,"augmentation_metadata":{"downscale_factor":0.787,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.824,"brightness_factor":0.928,"blur_sigma":0.684,"crop_applied":false,"camera_distance_factors":[0.911,0.938],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":32.21,"jpeg_quality":88,"documents":[{"rotation_deg":-3.056,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.548,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8063073199705391675,"difficulty":"medium","split":"train"}
{"image":"images/607_004977.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130123152\",\"ncf\":\"E440217685885\",\"fecha_comprobante\":\"20250217\",\"monto_facturado\":6858.25,\"itbis_facturado\":1234.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":8092.74,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FARMACIA G&G\\nRNC EMISOR: 133382822\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUCESORES DE MARGARITA TEJADA\\nYERMENO\\nRNC CLIENTE: 130123152\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440217685885\\nFACTURA NO.: 9041288\\nAUTORIZACION: 823685024\\nTELEFONO: 809-767-5246\\nFECHA: 17/02/2025  HORA: 13:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     538.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     275.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,390.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     355.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,299.75\\n-------------------------------------------\\nSUB-TOTAL RD$        6,858.25\\nITBIS 18% RD$       1,234.49\\nTOTAL RD$           8,092.74\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9210773\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 12731971\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133382822"],"invoice_ids":["inv_093c67b56ce58147f971"],"observation_id":"obs_c92db2f7808a56e69d7e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.65,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":1.036,"brightness_factor":1.025,"blur_sigma":0.228,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.24,"jpeg_quality":96,"documents":[{"rotation_deg":-0.632,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6377045817738907583,"difficulty":"light","split":"train"}
{"image":"images/606_004978.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133470403\",\"ncf\":\"E315802037356\",\"fecha_comprobante\":\"20240724\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":16891.99,\"itbis_facturado\":3040.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FERRECENTRO ALEXA JH COMERCIAL\\nFERRECENTRO ALEXA JH COMERCIAL SRL\\nRNC: 133470403\\nCLIENTE: MIGUEL ANGEL TORRES\\nRNC CLIENTE: 130618445\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315802037356\\nFACTURA NO.: 2900597\\nAUTORIZACION: 332879666\\nTELEFONO: 809-920-2590\\nFECHA: 24/07/2024  HORA: 10:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,366.99\\n    3  UNIDAD    EQUIPO ELECTRICO            15,525.00\\n----------------------------------------------\\nSUBTOTAL RD$       16,891.99\\nITBIS 18% RD$       3,040.56\\nTOTAL RD$          19,932.55\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8844511\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133470403"],"invoice_ids":["inv_03d3ef9494735d2f57f6"],"observation_id":"obs_ad292b2edc01fa108b7a","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.67,"augmentation_metadata":{"downscale_factor":0.753,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.948,"brightness_factor":1.04,"blur_sigma":0.169,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.39,"jpeg_quality":88,"documents":[{"rotation_deg":1.02,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":191922262789580642,"difficulty":"hard","split":"train"}
{"image":"images/607_004979.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01100395530\",\"ncf\":\"B0132081089\",\"fecha_comprobante\":\"20240503\",\"monto_facturado\":27348.50,\"itbis_facturado\":4922.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":32271.23,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LADYS ACCESORYS\\nRNC EMISOR: 05401164230\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEILA LUCILA VALDEZ LUCIANO\\nRNC CLIENTE: 01100395530\\nFACTURA DE CREDITO FISCAL\\nNCF: B0132081089\\nFACTURA NO.: 7579786\\nAUTORIZACION: 43140888\\nTELEFONO: 809-533-4878\\nFECHA: 03/05/2024  HORA: 15:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     368.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,463.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,594.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,870.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  11,053.00\\n-------------------------------------------\\nSUB-TOTAL RD$       27,348.50\\nIMPUESTO ITBIS RD$       4,922.73\\nTOTAL RD$          32,271.23\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1834272\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 89017112\\nRECIBIDO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05401164230"],"invoice_ids":["inv_6f41884992f9dd5ee34c"],"observation_id":"obs_6d1afaeca2e91b29dd61","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":8.72,"augmentation_metadata":{"downscale_factor":0.63,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.823,"brightness_factor":0.886,"blur_sigma":1.049,"crop_applied":false,"camera_distance_factors":[0.978],"legibility_scale_corrections":[0.0],"final_contrast_stddev":59.92,"jpeg_quality":81,"documents":[{"rotation_deg":0.125,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1042422569440406722,"difficulty":"very_hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 26496123\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nG I GAUDIUM INVESTMENTS\\nRNC EMISOR: 133402272\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARINAS DEL ATLANTICO S A\\nRNC CLIENTE: 105085356\\nFACTURA DE CREDITO FISCAL\\nNCF: B1500128671\\nFACTURA NO.: 3762543\\nAUTORIZACION: 906468668\\nTELEFONO: 809-423-5231\\nFECHA: 02/09/2024  HORA: 08:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    4,685.00\\n    3  MES       ALQUILER DE LOCAL          520,119.00\\n    1  SERVICIO  COMISION INMOBILIARIA      187,174.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   24,432.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       29,456.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      765,866.00\\nIMPUESTO ITBIS RD$     137,855.88\\nTOTAL RD$         903,721.88\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 498105\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_004995.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101714158\",\"ncf\":\"E443561108300\",\"fecha_comprobante\":\"20250207\",\"monto_facturado\":21754.49,\"itbis_facturado\":3915.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":25670.30,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133756994\",\"ncf\":\"B1478830308\",\"fecha_comprobante\":\"20250131\",\"monto_facturado\":9528.99,\"itbis_facturado\":1715.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11244.21,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOANEL HERIBERTO ARIAS TEJEDA\\nRNC EMISOR: 40229478132\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CREDIPASS S A\\nRNC CLIENTE: 101714158\\nFACTURA DE CREDITO FISCAL\\nNCF: E443561108300\\nFACTURA NO.: 7852313\\nAUTORIZACION: 761756273\\nTELEFONO: 809-242-2802\\nFECHA: 07/02/2025  HORA: 13:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  13,294.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,330.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,032.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,097.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       21,754.49\\nITBIS RD$       3,915.81\\nTOTAL RD$          25,670.30\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3087415\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO 15545 VICTOTIANO\\nRNC EMISOR: 430312037\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MYECOHOMERD SRL\\nRNC CLIENTE: 133756994\\nFACTURA DE CREDITO FISCAL\\nNCF B1478830308\\nFACTURA NO.: 5145892\\nAUTORIZACION: 126971853\\nTELEFONO: 809-226-9927\\nFECHA: 31/01/2025  HORA: 18:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,630.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,954.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,225.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,719.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,528.99\\nITBIS 18% RD$       1,715.22\\nTOTAL RD$          11,244.21\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9875813\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 54973862\"}","template_ids":[0,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40229478132","430312037"],"invoice_ids":["inv_6f2baafe8cd64805976f","inv_9babd2a65d17b11d0f83"],"observation_id":"obs_2f68dc3a01dfa0a4a0b7","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.98,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":1.037,"brightness_factor":0.984,"blur_sigma":0.001,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":48.6,"jpeg_quality":95,"documents":[{"rotation_deg":-0.253,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.122,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":3028425374113121171,"difficulty":"medium","split":"train"}
{"image":"images/606_004996.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132554312\",\"ncf\":\"B0212702640\",\"fecha_comprobante\":\"20251011\",\"monto_facturado_servicios\":90000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GUEDEZ COMUNICACION CORPORATIVA\\nGUEDEZ COMUNICACION CORPORATIVA EIRL\\nRNC EMISOR: 132554312\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO SABANA DEL RE\\nRNC CLIENTE: 430168378\\nFACTURA DE CREDITO FISCAL\\nNCF: B0212702640\\nFACTURA NO.: 6470558\\nAUTORIZACION: 636080148\\nTELEFONO: 809-275-2091\\nFECHA: 11/10/2025  HORA: 18:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   22,500.00\\n    1  VISITA    INSPECCION TECNICA          12,000.00\\n    1  PROYECTO  DISENO DE PLANOS            37,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      18,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       90,000.00\\nIMPUESTO ITBIS RD$      16,200.00\\nTOTAL RD$         106,200.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9402134\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 89419810\\nDETALLE DE SERVICIOS\\nRECIBIDO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132554312"],"invoice_ids":["inv_a89c55ac776f06f1c2c1"],"observation_id":"obs_a348e763fd7adcb98018","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":7.61,"augmentation_metadata":{"downscale_factor":0.792,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.95,"brightness_factor":0.981,"blur_sigma":0.338,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":77.24,"jpeg_quality":87,"documents":[{"rotation_deg":-1.406,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12557366151550053680,"difficulty":"hard","split":"train"}
{"image":"images/607_004997.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133474247\",\"ncf\":\"E451838407649\",\"fecha_comprobante\":\"20250306\",\"monto_facturado\":29112.00,\"itbis_facturado\":5240.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19627.88,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14724.28,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03100316482\",\"ncf\":\"B1547059977\",\"fecha_comprobante\":\"20240629\",\"monto_facturado\":5288.00,\"itbis_facturado\":951.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":6239.84},{\"rnc\":\"131035981\",\"ncf\":\"B0264093871\",\"fecha_comprobante\":\"20241115\",\"monto_facturado\":29731.50,\"itbis_facturado\":5351.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":35083.17,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40220503771\",\"ncf\":\"E457602203009\",\"fecha_comprobante\":\"20240514\",\"monto_facturado\":7200.00,\"itbis_facturado\":1296.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":8496.00}],\"ocr\":\"RODRIGUEZ CASTILLO CONCRETE\\nRNC EMISOR: 132219686\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARRERAS DOMINICANA SRL\\nRNC CLIENTE: 133474247\\nFACTURA DE CREDITO FISCAL\\nNCF: E451838407649\\nFACTURA NO.: 2723049\\nAUTORIZACION: 207061462\\nTELEFONO: 809-623-3866\\nFECHA: 06/03/2025  HORA: 14:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,316.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  24,256.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     540.00\\n-------------------------------------------\\nSUB-TOTAL RD$       29,112.00\\nITBIS RD$       5,240.16\\nTOTAL RD$          34,352.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5776556\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 19580492\\n\\n--- FACTURA ---\\n\\nSTEVE CORPORATIONS\\nRNC EMISOR: 133086573\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO JOSE HERNANDEZ VILLAMAN\\nRNC CLIENTE: 03100316482\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1547059977\\nFACTURA NO.: 7659266\\nAUTORIZACION: 467735094\\nTELEFONO: 809-543-3477\\nFECHA: 29/06/2024  HORA: 15:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REPARACION MECANICA          5,288.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,288.00\\nIMPUESTO ITBIS RD$         951.84\\nTOTAL RD$           6,239.84\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 9189834\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 96639644\\nDETALLE DE SERVICIOS\\nPendiente\\n\\n--- FACTURA ---\\n\\nBILLY PUBLIC FOTO\\nRNC EMISOR: 130630852\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA E INMOBILIARIA DYSARI\\nSRL\\nRNC CLIENTE: 131035981\\nFACTURA DE CREDITO FISCAL\\nNCF: B0264093871\\nFACTURA NO.: 5986299\\nAUTORIZACION: 549582073\\nTELEFONO: 809-682-4002\\nFECHA: 15/11/2024  HORA: 16:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,694.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,704.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     612.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,555.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,166.00\\n-------------------------------------------\\nSUB-TOTAL RD$       29,731.50\\nIMPUESTO ITBIS RD$       5,351.67\\nTOTAL RD$          35,083.17\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2880333\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCONSTRUMIREZ\\nRNC EMISOR: 133182122\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS ALBERTO MARTICH ALCANTARA\\nRNC CLIENTE: 40220503771\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457602203009\\nFACTURA NO.: 0739940\\nAUTORIZACION: 70094440\\nTELEFONO: 809-817-1112\\nFECHA: 14/05/2024  HORA: 15:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    7,200.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        7,200.00\\nITBIS RD$       1,296.00\\nTOTAL RD$           8,496.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4090827\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 65135903\\nC\"}","template_ids":[5,4,1,3],"business_categories":["comercio_general","automotriz","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"],["proconsumidor_ferreteria_2025"]],"issuer_rncs":["132219686","133086573","130630852","133182122"],"invoice_ids":["inv_49b2dbec549cde53ed3f","inv_c4052e2e3e634509acbe","inv_edf21b6939f6d64a14d6","inv_04a94d693dcd9b724743"],"observation_id":"obs_2d61a080bc5fb9f2a390","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.708,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.934,"brightness_factor":0.93,"blur_sigma":0.521,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":55.46,"jpeg_quality":79,"documents":[{"rotation_deg":0.197,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.443,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.119,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.741,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"C"}]},"num_invoices":4,"seed":17396189879334082970,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_004999.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00103192175\",\"ncf\":\"B1570694220\",\"fecha_comprobante\":\"20241202\",\"monto_facturado\":822.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":822.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130269378\",\"ncf\":\"B0227699106\",\"fecha_comprobante\":\"20250502\",\"monto_facturado\":31158.49,\"itbis_facturado\":5608.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":36767.02,\"otras_formas_de_venta\":0.00}],\"ocr\":\"WENDY S HOME CENTER\\nRNC EMISOR: 130335992\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EVELYN JACQUELINE BROWN DE LEON\\nRNC CLIENTE: 00103192175\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1570694220\\nFACTURA NO.: 8391411\\nAUTORIZACION: 867625256\\nTELEFONO: 809-836-9292\\nFECHA: 02/12/2024  HORA: 17:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            822.00\\n----------------------------------------------\\nSUBTOTAL RD$          822.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$             822.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3768373\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 96953646\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nCASA DE CAMBIO MENDOZA\\nRNC EMISOR: 00102695475\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERRETERIA LA FERIA C POR A\\nRNC CLIENTE: 130269378\\nFACTURA DE CREDITO FISCAL\\nNCF B0227699106\\nFACTURA NO.: 3923934\\nAUTORIZACION: 405040522\\nTELEFONO: 809-747-6005\\nFECHA: 02/05/2025  HORA: 17:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,067.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,396.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  23,724.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,752.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,218.99\\n-------------------------------------------\\nSUBTOTAL RD$       31,158.49\\nITBIS RD$       5,608.53\\nTOTAL RD$          36,767.02\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1075674\\nGRACIAS POR SU COMPRA\\nCDC\"}","template_ids":[13,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130335992","00102695475"],"invoice_ids":["inv_f488a8564d3d1570b6d9","inv_2d3c146ba7a586a1dc2f"],"observation_id":"obs_412b43d1fdfd9ced8215","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.98,"augmentation_metadata":{"downscale_factor":0.768,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.851,"brightness_factor":1.038,"blur_sigma":0.51,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.97,"jpeg_quality":90,"documents":[{"rotation_deg":-1.292,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.132,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CDC"}]},"num_invoices":2,"seed":2039044489086356960,"difficulty":"medium","split":"train"}
{"image":"images/606_005000.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04900828486\",\"ncf\":\"B1490819117\",\"fecha_comprobante\":\"20250912\",\"monto_facturado_servicios\":449.00,\"monto_facturado_bienes\":2419.50,\"itbis_facturado\":516.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":44.30,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130685762\",\"ncf\":\"E442431447990\",\"fecha_comprobante\":\"20240403\",\"monto_facturado_servicios\":1470.00,\"monto_facturado_bienes\":37773.75,\"itbis_facturado\":7063.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"04702019268\",\"ncf\":\"E456788378905\",\"fecha_comprobante\":\"20250320\",\"monto_facturado_servicios\":61000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JOSE ALFREDO ROSARIO FRIAS\\nJOSE ALFREDO ROSARIO FRIAS\\nRNC: 04900828486\\nCLIENTE: ROBERTO LOCKWARD SERRET\\nRNC CLIENTE: 00109251512\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1490819117\\nFACTURA NO.: 1131885\\nAUTORIZACION: 46959248\\nTELEFONO: 809-609-3686\\nFECHA: 12/09/2025  HORA: 14:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,419.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     449.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,868.50\\nITBIS RD$         516.33\\nOTROS IMPUESTOS RD$      44.30\\nTOTAL RD$           3,429.13\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3238798\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 47610808\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJAR\\nRevisado\\n\\n--- FACTURA ---\\n\\nINVERSIONES JR LIRIANO\\nINVERSIONES JR LIRIANO SRL\\nRNC EMISOR: 130685762\\nCLIENTE: CONSTRUCTORA SUAREZ MATOS SRL\\nRNC CLIENTE: 132202236\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442431447990\\nFACTURA NO.: 4081396\\nAUTORIZACION: 45974220\\nTELEFONO: 809-315-6669\\nFECHA: 03/04/2024  HORA: 09:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            20,169.75\\n    4  UNIDAD    MATERIAL DE OFICINA          8,642.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         2,098.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         6,864.00\\n    3  SERVICIO  SERVICIO DE ENTREGA          1,470.00\\n----------------------------------------------\\nSUB-TOTAL RD$       39,243.75\\nITBIS 18% RD$       7,063.88\\nTOTAL RD$          46,307.63\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 4528833\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 37464812\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nAMAURY GUILLERMO AQUINO NUÑEZ\\nAMAURY GUILLERMO AQUINO NUÑEZ\\nRNC: 22300384355\\nCLIENTE: SAVANT CONSULTORES SRL\\nRNC CLIENTE: 131221173\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0130706497\\nFACTURA NO.: 3865617\\nAUTORIZACION: 112827926\\nTELEFONO: 809-673-6043\\nFECHA: 14/11/2024  HORA: 19:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        22,455.80\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            815.97\\n    1  SERVICIO  SERVICIO DE ENTREGA            409.50\\n    1  UNIDAD    EQUIPO ELECTRICO             1,648.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       25,329.77\\nIMPUESTO ITBIS RD$       4,559.36\\nTOTAL RD$          29,889.13\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5590651\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 52756202\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\\n\\n--- FACTURA ---\\n\\nKEYS2WEALTH LTD S A\\nKEYS2WEALTH LTD S A\\nRNC EMISOR: 124031249\\nCLIENTE: CONSORCIO CONOR S A\\nRNC CLIENTE: 130413551\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459681493488\\nFACTURA NO.: 2492530\\nAUTORIZACION: 602630899\\nTELEFONO: 809-450-2680\\nFECHA: 14/08/2024  HORA: 14:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       36,791.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    8,367.95\\n----------------------------------------------\\nSUB-TOTAL RD$       45,159.90\\nIMPUESTO ITBIS RD$       8,128.78\\nTOTAL RD$          53,288.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 382556\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 83995082\\nDETALLE DE SERVICIOS\"}","template_ids":[5,2,4],"business_categories":["comercio_general","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03103205344","22300384355","124031249"],"invoice_ids":["inv_6f9b46fc26b78bd2fddc","inv_81c22e2c66e7cac3227f","inv_6764b8c0d934835ae304"],"observation_id":"obs_4a157252d725534564a9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.015,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":95,"documents":[{"rotation_deg":0.048,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.122,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.11,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9209898283991520004,"difficulty":"hard","split":"train"}
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UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 14927128\\n\\n--- FACTURA ---\\n\\nROBERT GARGARIN ARVELO ARVELO\\nRNC EMISOR: 00102371937\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ABREU DIAZ\\nRNC CLIENTE: 130622932\\nFACTURA DE CREDITO FISCAL\\nNCF: E317659175576\\nFACTURA NO.: 9171715\\nAUTORIZACION: 943546729\\nTELEFONO: 809-958-4272\\nFECHA: 24/01/2025  HORA: 13:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR         1,857.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,857.00\\nITBIS RD$         334.26\\nTOTAL RD$           2,191.26\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6806152\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nFRANCIS  SANTOS\\nRNC EMISOR: 40214107514\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: G7 LOGISTIC SRL\\nRNC CLIENTE: 133341263\\nFACTURA DE CREDITO FISCAL\\nNCF E444180296234\\nFACTURA NO.: 9356626\\nAUTORIZACION: 475772818\\nTELEFONO: 809-727-2083\\nFECHA: 15/10/2024  HORA: 08:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         333.00\\n    1  VIAJE     TRANSPORTE DE CARGA         41,821.00\\n    1  SERVICIO  GESTION LOGISTICA           16,955.50\\n    5  VIAJE     SERVICIO DE MENSAJERIA       5,990.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         9,431.00\\n----------------------------------------------\\nSUB-TOTAL RD$       74,530.50\\nITBIS RD$      13,415.49\\nTOTAL RD$          87,945.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4621913\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005021.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102280454\",\"ncf\":\"E315586923886\",\"fecha_comprobante\":\"20240120\",\"monto_facturado\":1123.45,\"itbis_facturado\":189.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1313.08,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MANUEL DE JESUS CASTRO CHEVALIER\\nRNC EMISOR: 07200116411\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ILUMINADA UREÑA ESPINAL\\nRNC CLIENTE: 03102280454\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315586923886\\nFACTURA NO.: 8555345\\nAUTORIZACION: 833262188\\nTELEFONO: 809-583-7455\\nFECHA: 20/01/2024  HORA: 14:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                      69.95\\n    5  UNIDAD    REFRESCO 2.5 LITROS\\n                                     562.50\\n    2  UNIDAD    DETERGENTE EN POLVO\\n                                     491.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,123.45\\nITBIS 18% RD$         189.63\\nTOTAL RD$           1,313.08\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9724584\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 83573425\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRevisado\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["07200116411"],"invoice_ids":["inv_42a426ab219c4e00ff9e"],"observation_id":"obs_2d289aa8d8f9b039d162","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.89,"augmentation_metadata":{"downscale_factor":0.664,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.749,"brightness_factor":1.099,"blur_sigma":0.412,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.58,"jpeg_quality":72,"documents":[{"rotation_deg":0.404,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7389645932428831838,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 50610435\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nEntregado\\n\\n--- FACTURA ---\\n\\nMATERIALES DE CONST PENN CXA\\nMATERIALES DE CONST PENN CXA\\nRNC EMISOR: 114001704\\nCLIENTE: CLEANING TASK FORCE SRL\\nRNC CLIENTE: 101784504\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0189142689\\nFACTURA NO.: 8871406\\nAUTORIZACION: 465956135\\nTELEFONO: 809-897-6527\\nFECHA: 05/11/2024  HORA: 16:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,775.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  30,560.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       33,335.00\\nITBIS RD$       6,000.30\\nTOTAL RD$          39,335.30\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1209304\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005041.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130183902\",\"ncf\":\"E310743703914\",\"fecha_comprobante\":\"20240728\",\"monto_facturado\":16852.35,\"itbis_facturado\":3033.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":19885.77,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130490716\",\"ncf\":\"E451890443111\",\"fecha_comprobante\":\"20250110\",\"monto_facturado\":26901.00,\"itbis_facturado\":4842.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":31743.18,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FPC IMPORT\\nRNC EMISOR: 130486158\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROYECTO ENERGIA Y CONFORT SRL\\nRNC CLIENTE: 130183902\\nFACTURA DE CREDITO FISCAL\\nNCF: E310743703914\\nFACTURA NO.: 0697375\\nAUTORIZACION: 651784239\\nTELEFONO: 809-243-8925\\nFECHA: 28/07/2024  HORA: 18:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          3,674.85\\n    5  UNIDAD    EQUIPO ELECTRICO            13,177.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       16,852.35\\nITBIS 18% RD$       3,033.42\\nTOTAL RD$          19,885.77\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9630819\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nCOMERCIAL DEL CARIBE CLR\\nRNC EMISOR: 132091426\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CAP CANA HOSPITALITY\\nRNC CLIENTE: 130490716\\nFACTURA DE CREDITO FISCAL\\nNCF E451890443111\\nFACTURA NO.: 5935785\\nAUTORIZACION: 675369357\\nTELEFONO: 809-704-4560\\nFECHA: 10/01/2025  HORA: 10:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,124.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,164.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  15,542.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,521.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,550.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,901.00\\nIMPUESTO ITBIS RD$       4,842.18\\nTOTAL RD$          31,743.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9664079\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 66392216\"}","template_ids":[12,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130486158","132091426"],"invoice_ids":["inv_9f9837761f715d824144","inv_f60814b01d01fe844cbf"],"observation_id":"obs_004e4c4ab567be9f4f49","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.0,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.671,"brightness_factor":1.091,"blur_sigma":0.539,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":82,"documents":[{"rotation_deg":1.018,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.971,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2430231576400950021,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 16950229\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA COFRAMAR\\nRNC EMISOR: 132927232\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AVILA GUILAMO & ASSOCIATES I LAW OFFICE\\nRNC CLIENTE: 130242722\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1540844203\\nFACTURA NO.: 7715846\\nAUTORIZACION: 928900166\\nTELEFONO: 809-391-8589\\nFECHA: 16/05/2025  HORA: 11:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    6  UNIDAD    TOMA CORRIENTE DOBLE           699.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    2,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        3,199.00\\nITBIS RD$         575.82\\nTOTAL RD$           3,774.82\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 726141\\nGRACIAS POR SU COMPRA\\nVerificado\"}","template_ids":[4,10,13],"business_categories":["construccion_ferreteria","construccion_ferreteria","construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["132410408","132977483","132927232"],"invoice_ids":["inv_a9a02028022c2b1661af","inv_a2e97bf98d89f9dd1324","inv_0ce50fd9b801b30e1612"],"observation_id":"obs_5f0381935527ea6efb71","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.641,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.061,"brightness_factor":0.96,"blur_sigma":1.106,"crop_applied":false,"camera_distance_factors":[0.935,0.958,0.969],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":54.68,"jpeg_quality":67,"documents":[{"rotation_deg":-4.767,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.911,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.431,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13492351500999802098,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_005049.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132167139\",\"ncf\":\"B0139870400\",\"fecha_comprobante\":\"20240530\",\"monto_facturado\":57948.00,\"itbis_facturado\":10430.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":41519.31,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26859.33,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03200401242\",\"ncf\":\"E326401039774\",\"fecha_comprobante\":\"20240506\",\"monto_facturado\":61000.00,\"itbis_facturado\":10980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":71980.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGENCIA PUBLICITARIA VISION CREATIVA TORRE\\nRNC EMISOR: 130098506\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KARIEL & ASOCIADOS SRL\\nRNC CLIENTE: 132167139\\nFACTURA DE CREDITO FISCAL\\nNCF: B0139870400\\nFACTURA NO.: 8464523\\nAUTORIZACION: 346155690\\nTELEFONO: 809-374-8804\\nFECHA: 30/05/2024  HORA: 19:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    TARJETAS DE PRESENTACION\\n                                   8,296.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   2,672.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  31,534.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   8,882.00\\n    4  UNIDAD    BANNER PUBLICITARIO\\n                                   6,564.00\\n-------------------------------------------\\nSUBTOTAL RD$       57,948.00\\nITBIS RD$      10,430.64\\nTOTAL RD$          68,378.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9143633\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 76956887\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCASA DE PALMA VC MKT & CONSULTING\\nRNC EMISOR: 133768798\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ADONIS GERMOSEN HENRIQUEZ\\nRNC CLIENTE: 03200401242\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326401039774\\nFACTURA NO.: 6064969\\nAUTORIZACION: 715020543\\nTELEFONO: 809-667-9841\\nFECHA: 06/05/2024  HORA: 12:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   28,000.00\\n    1  MES       SUPERVISION DE OBRA         17,500.00\\n    1  SERVICIO  ASESORIA TECNICA            15,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       61,000.00\\nIMPUESTO ITBIS RD$      10,980.00\\nTOTAL RD$          71,980.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3599027\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 55431426\\nDETALLE DE SERVICIOS\"}","template_ids":[0,4],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130098506","133768798"],"invoice_ids":["inv_d377dc055c93a925d12b","inv_eeceaafc7a45852c1451"],"observation_id":"obs_de803afd26c6bf1c044f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.99,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.22,"jpeg_quality":95,"documents":[{"rotation_deg":-0.121,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.095,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":247605969774049775,"difficulty":"medium","split":"train"}
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{"image":"images/607_005059.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131824773\",\"ncf\":\"E459631048818\",\"fecha_comprobante\":\"20240319\",\"monto_facturado\":37880.85,\"itbis_facturado\":6818.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":44699.40,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JAY & J RENT CAR\\nRNC EMISOR: 131694713\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACION BREM SRL\\nRNC CLIENTE: 131824773\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459631048818\\nFACTURA NO.: 0757312\\nAUTORIZACION: 955924074\\nTELEFONO: 809-762-9866\\nFECHA: 19/03/2024  HORA: 12:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  VIAJE     SERVICIO DE TRANSPORTE\\n                                  37,050.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA\\n                                     830.85\\n-------------------------------------------\\nSUBTOTAL RD$       37,880.85\\nIMPUESTO ITBIS RD$       6,818.55\\nTOTAL RD$          44,699.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4875881\\nGRACIAS POR SU COMPRA\\nPendiente\"}","template_ids":[5],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["131694713"],"invoice_ids":["inv_52cd1776f787532dbb6b"],"observation_id":"obs_df31a12aa0bfaeff1fa7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":10.51,"augmentation_metadata":{"downscale_factor":0.61,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.898,"brightness_factor":1.016,"blur_sigma":0.646,"crop_applied":false,"camera_distance_factors":[0.925],"legibility_scale_corrections":[0.0],"final_contrast_stddev":74.65,"jpeg_quality":79,"documents":[{"rotation_deg":-3.667,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9400506912869493799,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 55787873\\nPAGADO\\n\\n--- FACTURA ---\\n\\nPROCESADORA DE ARROZ ELESTO PROELESTO\\nRNC EMISOR: 131337619\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION TECNOLOGICA\\nRNC CLIENTE: 401504822\\nFACTURA DE CREDITO FISCAL\\nNCF E318890217519\\nFACTURA NO.: 3319087\\nAUTORIZACION: 560299957\\nTELEFONO: 809-615-7361\\nFECHA: 20/02/2025  HORA: 15:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,999.95\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     848.85\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,863.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,242.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,620.95\\n-------------------------------------------\\nSUBTOTAL RD$       11,574.75\\nIMPUESTO ITBIS RD$       2,083.46\\nTOTAL RD$          13,658.21\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8771055\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMULTIMARCA MOTOR EL LEON YOAY\\nRNC EMISOR: 132298837\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PESTANA STONE INVESTMENT GROUP SRL\\nRNC CLIENTE: 132791606\\nFACTURA DE CREDITO FISCAL\\nNCF E321458687108\\nFACTURA NO.: 8898720\\nAUTORIZACION: 571014232\\nTELEFONO: 809-659-7186\\nFECHA: 05/09/2025  HORA: 13:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA          2,691.96\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,279.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            814.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,785.96\\nIMPUESTO ITBIS RD$         861.47\\nTOTAL RD$           5,647.43\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3722253\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 31034938\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[9,5,10],"business_categories":["construccion_ferreteria","comercio_general","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["22301275289","131337619","132298837"],"invoice_ids":["inv_4fcdf8f76306c2cb2b7b","inv_9a84a49a8bc101eb2c3f","inv_e6d0da398d6cdbb2e509"],"observation_id":"obs_5a77b1d750d26b3b7d98","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.797,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.766,"brightness_factor":1.067,"blur_sigma":0.606,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":22.35,"jpeg_quality":86,"documents":[{"rotation_deg":-0.135,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.439,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.237,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15645090045047073576,"difficulty":"hard","split":"train"}
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{"image":"images/607_005075.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05300052734\",\"ncf\":\"B1548871000\",\"fecha_comprobante\":\"20240610\",\"monto_facturado\":114669.00,\"itbis_facturado\":20640.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":135309.42,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133202093\",\"ncf\":\"B1534142954\",\"fecha_comprobante\":\"20241201\",\"monto_facturado\":26500.00,\"itbis_facturado\":4770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":31270.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRISELDA JIMENEZ BELLO\\nRNC EMISOR: 00201119518\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO RODRIGUEZ DE LEON\\nRNC CLIENTE: 05300052734\\nFACTURA DE CREDITO FISCAL\\nNCF: B1548871000\\nFACTURA NO.: 3234598\\nAUTORIZACION: 640610518\\nTELEFONO: 809-305-6144\\nFECHA: 10/06/2024  HORA: 13:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  ROTULACION EN VINIL\\n                                  76,328.00\\n    5  UNIDAD    BANNER PUBLICITARIO\\n                                  15,095.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                  23,246.00\\n-------------------------------------------\\nSUB-TOTAL RD$      114,669.00\\nITBIS 18% RD$      20,640.42\\nTOTAL RD$         135,309.42\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3674962\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 93649226\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nHAKAMIN CONSULTORES AMBIENTALES\\nRNC EMISOR: 131579116\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LA NUEVA DECORACION SRL\\nRNC CLIENTE: 133202093\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1534142954\\nFACTURA NO.: 2139420\\nAUTORIZACION: 823977830\\nTELEFONO: 809-880-8229\\nFECHA: 01/12/2024  HORA: 09:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   14,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,500.00\\nIMPUESTO ITBIS RD$       4,770.00\\nTOTAL RD$          31,270.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9252714\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 96116378\\nDETALLE DE SERVICIOS\"}","template_ids":[1,4],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00201119518","131579116"],"invoice_ids":["inv_d348a11c137fc19be203","inv_64b1be2ad395b253e313"],"observation_id":"obs_08a866e8ca9a6cfd4571","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.77,"augmentation_metadata":{"downscale_factor":0.739,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":1.035,"brightness_factor":0.865,"blur_sigma":0.698,"crop_applied":false,"camera_distance_factors":[0.911,0.988],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":56.56,"jpeg_quality":76,"documents":[{"rotation_deg":-1.754,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.782,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10671401035633223414,"difficulty":"medium","split":"train"}
{"image":"images/606_005076.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05100227825\",\"ncf\":\"E442717564112\",\"fecha_comprobante\":\"20240707\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":276.00,\"itbis_facturado\":49.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"YERY TORIBIO SOSA\\nYERY TORIBIO SOSA\\nRNC: 05100227825\\nCLIENTE: GAM & ASOCIADOS CONSULTORIA\\nFINANCIERA\\nRNC CLIENTE: 132329742\\nFACTURA DE CREDITO FISCAL\\nNCF: E442717564112\\nFACTURA NO.: 5227475\\nAUTORIZACION: 674098624\\nTELEFONO: 809-458-8779\\nFECHA: 07/07/2024  HORA: 18:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     276.00\\n-------------------------------------------\\nSUB-TOTAL RD$          276.00\\nITBIS RD$          49.68\\nTOTAL RD$             325.68\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1362842\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 32180952\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05100227825"],"invoice_ids":["inv_556a961e3b0063819678"],"observation_id":"obs_37551b0d78c690369380","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.5,"augmentation_metadata":{"downscale_factor":0.739,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.676,"brightness_factor":1.08,"blur_sigma":0.516,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.19,"jpeg_quality":85,"documents":[{"rotation_deg":0.077,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":18174617387939494257,"difficulty":"medium","split":"validation"}
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{"image":"images/606_005078.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131488072\",\"ncf\":\"B1400965039\",\"fecha_comprobante\":\"20250216\",\"monto_facturado_servicios\":60296.00,\"monto_facturado_bienes\":5224.00,\"itbis_facturado\":11793.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":6029.60,\"forma_pago\":7},{\"rnc\":\"05600146194\",\"ncf\":\"E323939708699\",\"fecha_comprobante\":\"20250325\",\"monto_facturado_servicios\":130852.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23553.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LA PEÑA 1844 BAR AND CAFE\\nLA PEÑA 1844 BAR AND CAFE SRL\\nRNC 131488072\\nCLIENTE: RHADAMES VASQUEZ ROCHTTIS\\nRNC CLIENTE: 00116277427\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1400965039\\nFACTURA NO.: 7012378\\nAUTORIZACION: 412710168\\nTELEFONO: 809-587-5961\\nFECHA: 16/02/2025  HORA: 19:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  SERVICIO DE CATERING\\n                                  60,296.00\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                   3,292.00\\n    2  UNIDAD    JUGO NATURAL\\n                                     368.00\\n    4  UNIDAD    POSTRE DE LA CASA\\n                                     864.00\\n    5  UNIDAD    REFRESCO\\n                                     700.00\\n-------------------------------------------\\nSUBTOTAL RD$       65,520.00\\nITBIS 18% RD$      11,793.60\\nPROPINA LEGAL RD$     6,029.60\\nTOTAL RD$          83,343.20\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7633764\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 38019456\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nALEJANDRO ROMANO VARGAS\\nALEJANDRO ROMANO VARGAS\\nRNC 05600146194\\nCLIENTE: KLARVATTEN EIRL\\nRNC CLIENTE: 130820678\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323939708699\\nFACTURA NO.: 8388976\\nAUTORIZACION: 362295427\\nTELEFONO: 809-554-2853\\nFECHA: 25/03/2025  HORA: 10:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   35,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    37,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       20,500.00\\n   17  PAGINA    TRADUCCION DE DOCUMENTOS    38,352.00\\n----------------------------------------------\\nSUBTOTAL RD$      130,852.00\\nIMPUESTO ITBIS RD$      23,553.36\\nTOTAL RD$         154,405.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9147787\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 83689244\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["restaurante","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131488072","05600146194"],"invoice_ids":["inv_8d7e2a23c572bb2a73a0","inv_b13a7390dc7490802d21"],"observation_id":"obs_15909697b4526ef29b76","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.983,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.96,"jpeg_quality":96,"documents":[{"rotation_deg":-0.074,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.08,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5006915742008541308,"difficulty":"medium","split":"train"}
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{"image":"images/606_005082.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131586376\",\"ncf\":\"B0129077730\",\"fecha_comprobante\":\"20250826\",\"monto_facturado_servicios\":1048.00,\"monto_facturado_bienes\":35885.99,\"itbis_facturado\":6648.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"AGROSUPLIDORA SOTO\\nAGROSUPLIDORA SOTO EIRL\\nRNC 131586376\\nCLIENTE: DOVAL SAS\\nRNC CLIENTE: 101117151\\nFACTURA DE CREDITO FISCAL\\nNCF B0129077730\\nFACTURA NO.: 7894877\\nAUTORIZACION: 713858253\\nTELEFONO: 809-915-7538\\nFECHA: 26/08/2025  HORA: 17:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,048.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        31,310.00\\n    4  UNIDAD    MATERIAL DE OFICINA          3,052.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           581.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            942.00\\n----------------------------------------------\\nSUBTOTAL RD$       36,933.99\\nIMPUESTO ITBIS RD$       6,648.12\\nTOTAL RD$          43,582.11\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5568277\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 51396415\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131586376"],"invoice_ids":["inv_1a635e64ce237b951a29"],"observation_id":"obs_df9dd5281e94b294344b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.25,"augmentation_metadata":{"downscale_factor":0.836,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.87,"brightness_factor":0.958,"blur_sigma":0.259,"crop_applied":false,"camera_distance_factors":[0.949],"legibility_scale_corrections":[0.0],"final_contrast_stddev":24.06,"jpeg_quality":74,"documents":[{"rotation_deg":-1.259,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2481196202855487253,"difficulty":"medium","split":"train"}
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{"image":"images/606_005084.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132264462\",\"ncf\":\"E329427600341\",\"fecha_comprobante\":\"20240123\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7259.50,\"itbis_facturado\":1306.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"40224339636\",\"ncf\":\"B0169032382\",\"fecha_comprobante\":\"20240815\",\"monto_facturado_servicios\":42500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":7650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132600517\",\"ncf\":\"E443776822657\",\"fecha_comprobante\":\"20250110\",\"monto_facturado_servicios\":194000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":34920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"RCO INGENIERIA\\nRCO INGENIERIA SRL\\nRNC: 132264462\\nCLIENTE: EDWARD FRANCISCO BENCOSME CAMACHO\\nRNC CLIENTE: 05401259980\\nFACTURA DE CREDITO FISCAL\\nNCF: E329427600341\\nFACTURA NO.: 0578526\\nAUTORIZACION: 808750572\\nTELEFONO: 809-786-5203\\nFECHA: 23/01/2024  HORA: 16:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    BOMBILLO LED 9 W               630.00\\n    1  QUINTAL   VARILLA CORRUGADA 3/8        3,260.00\\n    2  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      652.00\\n    5  FUNDA     CEMENTO GRIS 42.5 KG         2,717.50\\n----------------------------------------------\\nSUBTOTAL RD$        7,259.50\\nIMPUESTO ITBIS RD$       1,306.71\\nTOTAL RD$           8,566.21\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6902038\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 44954226\\n\\n--- FACTURA ---\\n\\nINVERSIONES BARRIENTOS\\nWILLIAM JESUS VENTURA BARRIENTOS\\nRNC 40224339636\\nCLIENTE: COOPERATIVA DE T SER M DEL\\nSINDICATO CA\\nRNC CLIENTE: 405051789\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0169032382\\nFACTURA NO.: 3251748\\nAUTORIZACION: 145645084\\nTELEFONO: 809-984-6864\\nFECHA: 15/08/2024  HORA: 11:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  42,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       42,500.00\\nITBIS RD$       7,650.00\\nTOTAL RD$          50,150.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4208566\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDEFFE INVERSIONES\\nDEFFE INVERSIONES SRL\\nRNC: 132600517\\nCLIENTE: YUGENIS CACERES DIAZ DE OTALORA\\nRNC CLIENTE: 00114757610\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443776822657\\nFACTURA NO.: 6925018\\nAUTORIZACION: 447463800\\nTELEFONO: 809-930-8457\\nFECHA: 10/01/2025  HORA: 18:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       85,000.00\\n    1  MES       SUPERVISION DE OBRA         32,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       19,000.00\\n    1  SERVICIO  ASESORIA TECNICA            24,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    33,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      194,000.00\\nITBIS RD$      34,920.00\\nTOTAL RD$         228,920.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2356430\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 34309309\\nDETALLE DE SERVICIOS\"}","template_ids":[3,0,4],"business_categories":["construccion_ferreteria","profesional","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["132264462","40224339636","132600517"],"invoice_ids":["inv_823e1f8f2b6dd3232b94","inv_88613224e9e9fc12a270","inv_9bc5ff097958b24b6c26"],"observation_id":"obs_83b1b38883fe3988ed33","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.78,"augmentation_metadata":{"downscale_factor":0.815,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.984,"brightness_factor":0.923,"blur_sigma":0.481,"crop_applied":false,"camera_distance_factors":[0.998,0.949,0.928],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":41.2,"jpeg_quality":84,"documents":[{"rotation_deg":-1.302,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.052,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.162,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":5636188699617886501,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 12740149\\n\\n--- FACTURA ---\\n\\nFIDELIA NOEMI LOPEZ DISLA\\nFIDELIA NOEMI LOPEZ DISLA\\nRNC EMISOR: 00116275397\\nCLIENTE: FB ARRE XPRESS SRL\\nRNC CLIENTE: 133636905\\nFACTURA DE CREDITO FISCAL\\nNCF: B0257646074\\nFACTURA NO.: 2850276\\nAUTORIZACION: 755818877\\nTELEFONO: 809-584-2319\\nFECHA: 26/10/2025  HORA: 18:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          10,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       10,000.00\\nITBIS RD$       1,800.00\\nTOTAL RD$          11,800.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9605173\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nPARROQUIA SAN DIONISIO\\nPARROQUIA SAN DIONISIO\\nRNC 430007323\\nCLIENTE: JOSE FRANCISCO MONTILLA DOTEL\\nRNC CLIENTE: 00112448444\\nFACTURA DE CREDITO FISCAL\\nNCF: B1426362901\\nFACTURA NO.: 8887448\\nAUTORIZACION: 203233060\\nTELEFONO: 809-531-7044\\nFECHA: 19/09/2024  HORA: 14:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            27,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    5,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   87,500.00\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS    39,186.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      159,186.00\\nITBIS 18% RD$      28,653.48\\nTOTAL RD$         187,839.48\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5641917\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005101.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130754721\",\"ncf\":\"E323445928721\",\"fecha_comprobante\":\"20240610\",\"monto_facturado\":9521.50,\"itbis_facturado\":1713.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":11235.37},{\"rnc\":\"40228029480\",\"ncf\":\"E310602122887\",\"fecha_comprobante\":\"20240919\",\"monto_facturado\":1423.00,\"itbis_facturado\":256.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":49.67,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1728.81,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05600574528\",\"ncf\":\"B0236693646\",\"fecha_comprobante\":\"20240210\",\"monto_facturado\":3492.00,\"itbis_facturado\":628.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4120.56,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IMPORTACIONES MORA 0829\\nRNC EMISOR: 133478382\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRIMATEC EIRL\\nRNC CLIENTE: 130754721\\nFACTURA DE CREDITO FISCAL\\nNCF E323445928721\\nFACTURA NO.: 4836510\\nAUTORIZACION: 795841020\\nTELEFONO: 809-534-3171\\nFECHA: 10/06/2024  HORA: 17:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    JUEGO DE PASTILLAS DE FRENO    7,198.00\\n    3  UNIDAD    FILTRO DE ACEITE             2,323.50\\n----------------------------------------------\\nSUBTOTAL RD$        9,521.50\\nIMPUESTO ITBIS RD$       1,713.87\\nTOTAL RD$          11,235.37\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4134844\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nSMART PACK & COURRIER SPACKCO\\nRNC EMISOR: 133616114\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA DE LOS ANGELES MARIANO PEREZ\\nRNC CLIENTE: 40228029480\\nFACTURA DE CREDITO FISCAL\\nNCF E310602122887\\nFACTURA NO.: 2386816\\nAUTORIZACION: 736701805\\nTELEFONO: 809-916-7652\\nFECHA: 19/09/2024  HORA: 14:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,423.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,423.00\\nITBIS RD$         256.14\\nOTROS IMPUESTOS RD$      49.67\\nTOTAL RD$           1,728.81\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 445202\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFUNDACION CAAE\\nRNC EMISOR: 133624168\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARISOL ALTAGRACIA ANTONIO PERALTA\\nRNC CLIENTE: 05600574528\\nFACTURA DE CREDITO FISCAL\\nNCF B0236693646\\nFACTURA NO.: 3990798\\nAUTORIZACION: 191155092\\nTELEFONO: 809-664-1241\\nFECHA: 10/02/2024  HORA: 20:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,433.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     924.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,134.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,492.00\\nITBIS RD$         628.56\\nTOTAL RD$           4,120.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5832171\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005103.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133779463\",\"ncf\":\"E319160246851\",\"fecha_comprobante\":\"20250201\",\"monto_facturado\":118000.00,\"itbis_facturado\":21240.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":139240.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03400031633\",\"ncf\":\"B0130712857\",\"fecha_comprobante\":\"20250829\",\"monto_facturado\":11525.00,\"itbis_facturado\":2074.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":13599.50,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CHERLINT MARIA MORA CEBALLOS\\nRNC EMISOR: 40225190343\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: L GESTION PROACTIVA GESPRO II SRL\\nRNC CLIENTE: 133779463\\nFACTURA DE CREDITO FISCAL\\nNCF E319160246851\\nFACTURA NO.: 3558713\\nAUTORIZACION: 393764868\\nTELEFONO: 809-442-6181\\nFECHA: 01/02/2025  HORA: 19:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         78,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       40,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      118,000.00\\nITBIS 18% RD$      21,240.00\\nTOTAL RD$         139,240.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4957912\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 22368222\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLENIN BELLO ZABALA\\nRNC EMISOR: 00111521845\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DELIA MARIBEL DE JS. DURAN TAVERAS\\nRNC CLIENTE: 03400031633\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0130712857\\nFACTURA NO.: 8577887\\nAUTORIZACION: 711294753\\nTELEFONO: 809-444-2652\\nFECHA: 29/08/2025  HORA: 11:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    CALZADO CASUAL\\n                                  11,525.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,525.00\\nIMPUESTO ITBIS RD$       2,074.50\\nTOTAL RD$          13,599.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 146356\\nGRACIAS POR SU COMPRA\\nCOPIA\"}","template_ids":[4,5],"business_categories":["profesional","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40225190343","00111521845"],"invoice_ids":["inv_3ac16060c11b9ff7d89b","inv_16181118ccd7e71d6ef5"],"observation_id":"obs_9a0b8f91a5048c30f790","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.778,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.638,"brightness_factor":1.05,"blur_sigma":0.279,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.78,"jpeg_quality":86,"documents":[{"rotation_deg":0.244,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.143,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":13431709082500333815,"difficulty":"medium","split":"train"}
{"image":"images/606_005104.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430201553\",\"ncf\":\"B0243939911\",\"fecha_comprobante\":\"20250208\",\"monto_facturado_servicios\":66960.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12052.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ASOPROABA\\nASOCIACION DE PRODUCTORES AGRICOLAS DE LA SECCIO\\nRNC EMISOR: 430201553\\nCLIENTE: REDPINE CONSTRUCTORA SRL\\nRNC CLIENTE: 131055303\\nFACTURA DE CREDITO FISCAL\\nNCF B0243939911\\nFACTURA NO.: 4777828\\nAUTORIZACION: 838119960\\nTELEFONO: 809-774-3697\\nFECHA: 08/02/2025  HORA: 13:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       2,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    15,000.00\\n   20  PAGINA    TRADUCCION DE DOCUMENTOS    35,460.00\\n    1  MES       SUPERVISION DE OBRA         14,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       66,960.00\\nITBIS RD$      12,052.80\\nTOTAL RD$          79,012.80\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9098865\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430201553"],"invoice_ids":["inv_8c45f57f869c8ae48e76"],"observation_id":"obs_7126c92f8796681cb3ab","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.993,"brightness_factor":0.975,"blur_sigma":0.1,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.33,"jpeg_quality":96,"documents":[{"rotation_deg":-0.233,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17256828262408185627,"difficulty":"light","split":"train"}
{"image":"images/607_005105.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130582599\",\"ncf\":\"E441282821209\",\"fecha_comprobante\":\"20250925\",\"monto_facturado\":7194.00,\"itbis_facturado\":1294.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3680.02,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":4808.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00101727022\",\"ncf\":\"B1481814367\",\"fecha_comprobante\":\"20250417\",\"monto_facturado\":6882.00,\"itbis_facturado\":1238.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8120.76,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00102046141\",\"ncf\":\"E318075984828\",\"fecha_comprobante\":\"20250507\",\"monto_facturado\":19307.99,\"itbis_facturado\":3475.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":22783.43,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES ASERET S A\\nRNC EMISOR: 101109361\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMPANIA 1024 S A\\nRNC CLIENTE: 130582599\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441282821209\\nFACTURA NO.: 7354838\\nAUTORIZACION: 676443791\\nTELEFONO: 809-705-2945\\nFECHA: 25/09/2025  HORA: 14:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,171.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,656.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     367.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,194.00\\nIMPUESTO ITBIS RD$       1,294.92\\nTOTAL RD$           8,488.92\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9992246\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 88142088\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDOMINIC\\nRNC EMISOR: 101502363\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SASKIA ALEXANDRA GRACIEL GARCIA GODOY M\\nRNC CLIENTE: 00101727022\\nFACTURA DE CREDITO FISCAL\\nNCF B1481814367\\nFACTURA NO.: 3676758\\nAUTORIZACION: 380714292\\nTELEFONO: 809-471-6306\\nFECHA: 17/04/2025  HORA: 12:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA          3,576.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,564.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,742.00\\n----------------------------------------------\\nSUBTOTAL RD$        6,882.00\\nIMPUESTO ITBIS RD$       1,238.76\\nTOTAL RD$           8,120.76\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2550570\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 34164444\\n\\n--- FACTURA ---\\n\\nARG AXANDRA EVENTOS\\nRNC EMISOR: 130890919\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL ANIBAL VIDAL FIORENTINO\\nRNC CLIENTE: 00102046141\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318075984828\\nFACTURA NO.: 8852711\\nAUTORIZACION: 977460264\\nTELEFONO: 809-990-2996\\nFECHA: 07/05/2025  HORA: 10:54\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 11,374.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,515.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,225.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    980.99\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                                  3,212.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       19,307.99\\nITBIS RD$       3,475.44\\nTOTAL RD$          22,783.43\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7779425\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 68597986\"}","template_ids":[0,3,9],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101109361","101502363","130890919"],"invoice_ids":["inv_f19d35f517c94a0c2661","inv_60982b652c28576cfdb6","inv_e6495f14932855f0497c"],"observation_id":"obs_4807086ed1633ec05fa8","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.001,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":22.99,"jpeg_quality":96,"documents":[{"rotation_deg":-0.137,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.118,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.077,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":4449432872527747798,"difficulty":"hard","split":"train"}
{"image":"images/606_005106.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00103204178\",\"ncf\":\"E459589703692\",\"fecha_comprobante\":\"20251026\",\"monto_facturado_servicios\":45000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"03300310871\",\"ncf\":\"E313495614915\",\"fecha_comprobante\":\"20241022\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":27163.00,\"itbis_facturado\":4889.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":75.54,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JOSE MIGUEL RODRIGUEZ NOVA\\nJOSE MIGUEL RODRIGUEZ NOVA\\nRNC EMISOR: 00103204178\\nCLIENTE: AZEN TECHNOLOGIES SRL\\nRNC CLIENTE: 133680599\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459589703692\\nFACTURA NO.: 8019158\\nAUTORIZACION: 747858659\\nTELEFONO: 809-615-8744\\nFECHA: 26/10/2025  HORA: 16:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       42,500.00\\n    1  SERVICIO  ELABORACION DE INFORME       2,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       45,000.00\\nIMPUESTO ITBIS RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4851867\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 14144011\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFAUSTO EMILIO ABREU\\nFAUSTO EMILIO ABREU\\nRNC 03300310871\\nCLIENTE: INVERSIONES BIENES Y RAICES NUÑEZ\\nSURIE\\nRNC CLIENTE: 131565451\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313495614915\\nFACTURA NO.: 1608491\\nAUTORIZACION: 498679884\\nTELEFONO: 809-501-5683\\nFECHA: 22/10/2024  HORA: 10:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  14,510.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,575.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,078.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       27,163.00\\nITBIS RD$       4,889.34\\nOTROS IMPUESTOS RD$      75.54\\nTOTAL RD$          32,127.88\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8824378\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 36902076\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00103204178","03300310871"],"invoice_ids":["inv_3b239b90ea23dd6ad446","inv_a8cf70b184b16219b627"],"observation_id":"obs_ac08bff8db096eb3d66e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.904,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.68,"brightness_factor":1.088,"blur_sigma":0.351,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.03,"jpeg_quality":84,"documents":[{"rotation_deg":0.103,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.005,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8978237344449474445,"difficulty":"medium","split":"train"}
{"image":"images/607_005107.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40223349347\",\"ncf\":\"B0107261469\",\"fecha_comprobante\":\"20250519\",\"monto_facturado\":251500.00,\"itbis_facturado\":45270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":296770.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"407000349\",\"ncf\":\"B1485354072\",\"fecha_comprobante\":\"20240127\",\"monto_facturado\":132500.00,\"itbis_facturado\":23850.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":156350.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133070545\",\"ncf\":\"E447887336610\",\"fecha_comprobante\":\"20251225\",\"monto_facturado\":1869.00,\"itbis_facturado\":336.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2205.42,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GLOBAL IDEAS 4LL SL\\nRNC EMISOR: 132006682\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO ALONSO TORRES MORETA\\nRNC CLIENTE: 40223349347\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0107261469\\nFACTURA NO.: 9925483\\nAUTORIZACION: 800694251\\nTELEFONO: 809-265-6476\\nFECHA: 19/05/2025  HORA: 20:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    1  PROYECTO  DISENO DE PLANOS            78,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    59,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   84,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      251,500.00\\nIMPUESTO ITBIS RD$      45,270.00\\nTOTAL RD$         296,770.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9943560\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 56041758\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nRICARDO ANTONIO CASTILLO MEDINA\\nRNC EMISOR: 00117137711\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO JURIDICO PARA LA MUJER\\nRNC CLIENTE: 407000349\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1485354072\\nFACTURA NO.: 3271590\\nAUTORIZACION: 490028691\\nTELEFONO: 809-563-5891\\nFECHA: 27/01/2024  HORA: 13:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         15,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   18,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    17,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   82,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      132,500.00\\nITBIS 18% RD$      23,850.00\\nTOTAL RD$         156,350.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 2038901\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005113.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132073703\",\"ncf\":\"E325875725976\",\"fecha_comprobante\":\"20250224\",\"monto_facturado\":19353.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":19353.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03103946368\",\"ncf\":\"E312442210441\",\"fecha_comprobante\":\"20240701\",\"monto_facturado\":14314.00,\"itbis_facturado\":2576.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6727.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10162.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANTONIA MENA ZORRILLA ZORRILLA\\nRNC EMISOR: 00114203292\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AYD MEDIA TRADE EIRL\\nRNC CLIENTE: 132073703\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325875725976\\nFACTURA NO.: 5430362\\nAUTORIZACION: 429580620\\nTELEFONO: 809-776-1033\\nFECHA: 24/02/2025  HORA: 17:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     983.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,370.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,353.00\\nITBIS RD$           0.00\\nTOTAL RD$          19,353.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8514415\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 29117694\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCENTRAL REPOSTERIA CHINA TOWN\\nRNC EMISOR: 101150831\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARGENTINO ALFONSO REYNOSO SANCHEZ\\nRNC CLIENTE: 03103946368\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E312442210441\\nFACTURA NO.: 3069431\\nAUTORIZACION: 205508227\\nTELEFONO: 809-543-9043\\nFECHA: 01/07/2024  HORA: 12:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,256.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,178.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,457.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,407.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   7,016.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,314.00\\nIMPUESTO ITBIS RD$       2,576.52\\nTOTAL RD$          16,890.52\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1565311\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 16836449\\nRecibido\"}","template_ids":[5,0],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00114203292","101150831"],"invoice_ids":["inv_455d48e63971bc8f4976","inv_9f1e1404fea52a1c5eb8"],"observation_id":"obs_774a390b21b864caeabf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.62,"augmentation_metadata":{"downscale_factor":0.732,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.91,"brightness_factor":0.915,"blur_sigma":0.777,"crop_applied":false,"camera_distance_factors":[0.945,0.977],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.02,"jpeg_quality":74,"documents":[{"rotation_deg":-2.089,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.991,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15563985380230401662,"difficulty":"medium","split":"train"}
{"image":"images/606_005114.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00112044532\",\"ncf\":\"E456349033950\",\"fecha_comprobante\":\"20250128\",\"monto_facturado_servicios\":104500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18810.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"04500073376\",\"ncf\":\"B0122619141\",\"fecha_comprobante\":\"20241013\",\"monto_facturado_servicios\":19998.95,\"monto_facturado_bienes\":17332.00,\"itbis_facturado\":4969.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"LAURA VIRGINIA CORREA PRESTOL\\nLAURA VIRGINIA CORREA PRESTOL\\nRNC: 00112044532\\nCLIENTE: MANUEL ANTONIO BAEZ  FELIZ\\nRNC CLIENTE: 22500826510\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456349033950\\nFACTURA NO.: 3025781\\nAUTORIZACION: 262475262\\nTELEFONO: 809-303-4707\\nFECHA: 28/01/2025  HORA: 17:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   7,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  78,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  19,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      104,500.00\\nITBIS 18% RD$      18,810.00\\nTOTAL RD$         123,310.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2542005\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 35870635\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nARISIO ERASMO ESPINAL MARTINEZ\\nARISIO ERASMO ESPINAL MARTINEZ\\nRNC 04500073376\\nCLIENTE: FELIX INFANTE ZAMORA\\nRNC CLIENTE: 22301509414\\nFACTURA DE CREDITO FISCAL\\nNCF B0122619141\\nFACTURA NO.: 9445419\\nAUTORIZACION: 155923398\\nTELEFONO: 809-666-6645\\nFECHA: 13/10/2024  HORA: 08:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PLATANO BARAHONERO              62.00\\n    1  SERVICIO  SERVICIO DE COSECHA         19,998.95\\n    1  UNIDAD    SEMILLAS CERTIFICADAS        2,390.00\\n    2  UNIDAD    FERTILIZANTE AGRICOLA        5,217.00\\n    3  QUINTAL   ARROZ EN CASCARA             9,663.00\\n----------------------------------------------\\nSUBTOTAL RD$       37,330.95\\nITBIS 18% RD$       4,969.07\\nTOTAL RD$          42,300.02\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3975563\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 51865544\"}","template_ids":[0,2],"business_categories":["profesional","agricultura"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00112044532","04500073376"],"invoice_ids":["inv_deb7357d24c3b85ec712","inv_903d791cceb647c46a66"],"observation_id":"obs_57e8bdfb39f49bed2d4f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.47,"augmentation_metadata":{"downscale_factor":0.863,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.843,"brightness_factor":0.951,"blur_sigma":0.541,"crop_applied":false,"camera_distance_factors":[0.951,0.912],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":62.76,"jpeg_quality":91,"documents":[{"rotation_deg":2.247,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.028,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":289140990559138910,"difficulty":"medium","split":"train"}
{"image":"images/607_005115.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132191951\",\"ncf\":\"E454724573755\",\"fecha_comprobante\":\"20251211\",\"monto_facturado\":24949.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":24949.95,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FINCA LEA\\nRNC EMISOR: 131003664\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO IDOD SRL\\nRNC CLIENTE: 132191951\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454724573755\\nFACTURA NO.: 1251329\\nAUTORIZACION: 915221656\\nTELEFONO: 809-267-6485\\nFECHA: 11/12/2025  HORA: 08:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   1,988.00\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  11,577.00\\n    5  UNIDAD    FERTILIZANTE AGRICOLA\\n                                  11,384.95\\n-------------------------------------------\\nSUB-TOTAL RD$       24,949.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$          24,949.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6534535\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 50169242\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFL\"}","template_ids":[1],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["131003664"],"invoice_ids":["inv_437ed233f35335fabd5a"],"observation_id":"obs_84c35557e28b1dd71ddf","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.85,"augmentation_metadata":{"downscale_factor":0.935,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.029,"brightness_factor":0.991,"blur_sigma":0.204,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.07,"jpeg_quality":93,"documents":[{"rotation_deg":0.731,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FL"}]},"num_invoices":1,"seed":17641326833869161500,"difficulty":"light","split":"train"}
{"image":"images/606_005116.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131428673\",\"ncf\":\"E449954646880\",\"fecha_comprobante\":\"20250408\",\"monto_facturado_servicios\":4177.45,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":751.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"132583434\",\"ncf\":\"E459293208610\",\"fecha_comprobante\":\"20240517\",\"monto_facturado_servicios\":722.00,\"monto_facturado_bienes\":19098.50,\"itbis_facturado\":3567.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"430382762\",\"ncf\":\"B0206795011\",\"fecha_comprobante\":\"20250221\",\"monto_facturado_servicios\":881.00,\"monto_facturado_bienes\":7814.75,\"itbis_facturado\":1565.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132410777\",\"ncf\":\"E320390736239\",\"fecha_comprobante\":\"20241012\",\"monto_facturado_servicios\":32770.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5898.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CENTRO DE BELLEZA JONALDI\\nCENTRO DE BELLEZA JONALDI SRL\\nRNC: 131428673\\nCLIENTE: INVERSIONES DOÑA CARMEN SRL\\nRNC CLIENTE: 101082372\\nFACTURA DE CREDITO FISCAL\\nNCF E449954646880\\nFACTURA NO.: 3899920\\nAUTORIZACION: 967928049\\nTELEFONO: 809-914-6423\\nFECHA: 08/04/2025  HORA: 12:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          2,340.50\\n    1  SERVICIO  TRATAMIENTO CAPILAR          1,836.95\\n----------------------------------------------\\nSUB-TOTAL RD$        4,177.45\\nITBIS 18% RD$         751.94\\nTOTAL RD$           4,929.39\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 2608520\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 55524382\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nFELICAMILA FRUIT & VEGETABLES\\nFELICAMILA FRUIT & VEGETABLES SRL\\nRNC 132583434\\nCLIENTE: ANIBERCA GUZMAN DE ENCARNACION\\nRNC CLIENTE: 05800056953\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459293208610\\nFACTURA NO.: 7453600\\nAUTORIZACION: 529302262\\nTELEFONO: 809-979-3996\\nFECHA: 17/05/2024  HORA: 19:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            722.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         9,006.00\\n    1  UNIDAD    EQUIPO ELECTRICO             4,149.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            944.00\\n    3  UNIDAD    MATERIAL DE OFICINA          4,999.50\\n----------------------------------------------\\nSUBTOTAL RD$       19,820.50\\nIMPUESTO ITBIS RD$       3,567.69\\nTOTAL RD$          23,388.19\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7426036\\nGRACIAS POR SU COMPRA\\nFFV\\nProcesado\\n\\n--- FACTURA ---\\n\\nCOOPERATIVA AGROPECUARIA Y SERVICIOS MULTI\\nCOOPERATIVA AGROPECUARIA Y SERVICIOS\\nMULTIPLES L\\nRNC 430382762\\nCLIENTE: DAHIANNA ANTONIA MADE DE MARTINEZ\\nRNC CLIENTE: 00117349159\\nFACTURA DE CREDITO FISCAL\\nNCF: B0206795011\\nFACTURA NO.: 5026478\\nAUTORIZACION: 798525761\\nTELEFONO: 809-817-6112\\nFECHA: 21/02/2025  HORA: 10:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,339.75\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     475.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     881.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,695.75\\nITBIS 18% RD$       1,565.24\\nTOTAL RD$          10,260.99\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3688643\\nGRACIAS POR SU COMPRA\\nCAY\\n\\n--- FACTURA ---\\n\\nMACOZORIA CARGO EXPRESS\\nMACOZORIA CARGO EXPRESS SRL\\nRNC 132410777\\nCLIENTE: AIDA ISABEL SANTELISES FERREIRAS\\nRNC CLIENTE: 05400067707\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320390736239\\nFACTURA NO.: 5591624\\nAUTORIZACION: 996784505\\nTELEFONO: 809-271-5307\\nFECHA: 12/10/2024  HORA: 17:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           18,685.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         3,532.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,736.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE       8,817.50\\n----------------------------------------------\\nSUBTOTAL RD$       32,770.50\\nITBIS 18% RD$       5,898.69\\nTOTAL RD$          38,669.19\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3889041\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 32386198\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nRevisado\"}","template_ids":[12,3,5,11],"business_categories":["belleza","comercio_general","comercio_general","transporte"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["131428673","132583434","430382762","132410777"],"invoice_ids":["inv_d19d016d3971cde2b954","inv_9b64ff2dbed264703ab6","inv_4fcbc7bd2c9cdc7a88ea","inv_d9da2c9915dee64f725c"],"observation_id":"obs_c02a5590b6071eebc43a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.51,"augmentation_metadata":{"downscale_factor":0.707,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.936,"brightness_factor":1.059,"blur_sigma":0.822,"crop_applied":false,"camera_distance_factors":[0.932,0.905,0.982,0.935],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":72.35,"jpeg_quality":74,"documents":[{"rotation_deg":-1.154,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-4.163,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-2.449,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.847,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"FFV"},{"kind":"initials","text":"CAY"},{"kind":"none","text":""}]},"num_invoices":4,"seed":12095959415440756185,"difficulty":"very_hard","split":"train"}
{"image":"images/607_005117.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"12600007608\",\"ncf\":\"E442121147826\",\"fecha_comprobante\":\"20240529\",\"monto_facturado\":6428.50,\"itbis_facturado\":1157.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":7585.63,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CARIBE LABS\\nRNC EMISOR: 132515005\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ADRIAN JAVIER MAÑON BAEZ\\nRNC CLIENTE: 12600007608\\nFACTURA DE CREDITO FISCAL\\nNCF: E442121147826\\nFACTURA NO.: 8608626\\nAUTORIZACION: 983042288\\nTELEFONO: 809-939-6892\\nFECHA: 29/05/2024  HORA: 15:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          2,733.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            702.50\\n    1  UNIDAD    EQUIPO ELECTRICO             2,993.00\\n----------------------------------------------\\nSUB-TOTAL RD$        6,428.50\\nITBIS RD$       1,157.13\\nTOTAL RD$           7,585.63\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6740066\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 89580777\\nRESUMEN\\nVERIFICADO\\nPendiente\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132515005"],"invoice_ids":["inv_6db359868414b5275dab"],"observation_id":"obs_fb277023b738f21e3986","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.776,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.767,"brightness_factor":1.069,"blur_sigma":0.483,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.11,"jpeg_quality":73,"documents":[{"rotation_deg":-0.977,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14136270195670463736,"difficulty":"hard","split":"train"}
{"image":"images/606_005118.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132269748\",\"ncf\":\"E312778085922\",\"fecha_comprobante\":\"20240223\",\"monto_facturado_servicios\":492.00,\"monto_facturado_bienes\":1316.00,\"itbis_facturado\":325.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":49.20,\"forma_pago\":1},{\"rnc\":\"130280673\",\"ncf\":\"E450667212794\",\"fecha_comprobante\":\"20250817\",\"monto_facturado_servicios\":1148.00,\"monto_facturado_bienes\":45592.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"03103749002\",\"ncf\":\"B1497091135\",\"fecha_comprobante\":\"20251201\",\"monto_facturado_servicios\":1579.95,\"monto_facturado_bienes\":31988.00,\"itbis_facturado\":6042.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133067986\",\"ncf\":\"E310375847949\",\"fecha_comprobante\":\"20250429\",\"monto_facturado_servicios\":880.99,\"monto_facturado_bienes\":4160.00,\"itbis_facturado\":907.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"GCL DOMINICAN STAFFING OF SOSUA\\nGCL DOMINICAN STAFFING OF SOSUA SRL\\nRNC: 132269748\\nCLIENTE: INVERSIONES TER 163 SRL\\nRNC CLIENTE: 132090349\\nFACTURA DE CREDITO FISCAL\\nNCF E312778085922\\nFACTURA NO.: 0571584\\nAUTORIZACION: 783411671\\nTELEFONO: 809-866-1102\\nFECHA: 23/02/2024  HORA: 08:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     546.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     770.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     492.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,808.00\\nITBIS RD$         325.44\\nPROPINA LEGAL RD$        49.20\\nTOTAL RD$           2,182.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 742057\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 59548252\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGDS\\n\\n--- FACTURA ---\\n\\nTAMR CONSTRUCTORA\\nTAMR CONSTRUCTORA\\nRNC EMISOR: 130280673\\nCLIENTE: JOYERIA AMERICA S A\\nRNC CLIENTE: 101548614\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450667212794\\nFACTURA NO.: 1955750\\nAUTORIZACION: 121806655\\nTELEFONO: 809-911-6349\\nFECHA: 17/08/2025  HORA: 16:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  31,265.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,476.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,079.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,772.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,148.00\\n-------------------------------------------\\nSUBTOTAL RD$       46,740.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          46,740.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8329469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 25534753\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSIANFFREY CRUZ CEBALLOS\\nSIANFFREY CRUZ CEBALLOS\\nRNC 03103749002\\nCLIENTE: JOSE MANUEL PAULINO MARIANO\\nRNC CLIENTE: 04900169030\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1497091135\\nFACTURA NO.: 4211426\\nAUTORIZACION: 66499320\\nTELEFONO: 809-250-7644\\nFECHA: 01/12/2025  HORA: 09:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,579.95\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     900.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  19,628.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,460.00\\n-------------------------------------------\\nSUBTOTAL RD$       33,567.95\\nIMPUESTO ITBIS RD$       6,042.23\\nTOTAL RD$          39,610.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3171204\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 63239442\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSCC\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nRESERVA LR221199\\nRESERVA LR221199 SRL\\nRNC 133067986\\nCLIENTE: RAMON RAFAEL OVALLES GOMEZ\\nRNC CLIENTE: 05400246905\\nFACTURA DE CREDITO FISCAL\\nNCF E310375847949\\nFACTURA NO.: 1807492\\nAUTORIZACION: 137605941\\nTELEFONO: 809-653-7260\\nFECHA: 29/04/2025  HORA: 11:30\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,700.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,460.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    880.99\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        5,040.99\\nITBIS 18% RD$         907.38\\nTOTAL RD$           5,948.37\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5749329\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,1,0,9],"business_categories":["comercio_general","comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["132269748","130280673","03103749002","133067986"],"invoice_ids":["inv_18c87082c8883b15ba27","inv_0cbfffc21d48311fbc88","inv_649678f6b03077bb5561","inv_ee01909b9a2a2da0f1c0"],"observation_id":"obs_f6511770ef3479bdb57c","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":3.97,"augmentation_metadata":{"downscale_factor":0.652,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.781,"brightness_factor":1.096,"blur_sigma":0.443,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":18.91,"jpeg_quality":85,"documents":[{"rotation_deg":-0.078,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.089,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.183,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.617,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GDS"},{"kind":"geometric","text":""},{"kind":"initials","text":"SCC"},{"kind":"none","text":""}]},"num_invoices":4,"seed":191901225367224747,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_005130.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101109416\",\"ncf\":\"E323844307429\",\"fecha_comprobante\":\"20250703\",\"monto_facturado_servicios\":945.00,\"monto_facturado_bienes\":28639.96,\"itbis_facturado\":5325.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"EL DORADO DESARROLLO TURIST S A\\nEL DORADO DESARROLLO TURIST S A\\nRNC EMISOR: 101109416\\nCLIENTE: QUILVIO TOMAS HERNANDEZ CASANOVA\\nRNC CLIENTE: 03102762840\\nFACTURA DE CREDITO FISCAL\\nNCF E323844307429\\nFACTURA NO.: 7265553\\nAUTORIZACION: 611417894\\nTELEFONO: 809-211-5044\\nFECHA: 03/07/2025  HORA: 19:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     945.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  28,639.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,584.96\\nITBIS 18% RD$       5,325.29\\nTOTAL RD$          34,910.25\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9401254\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 37230582\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101109416"],"invoice_ids":["inv_0193e2c69449b03dd434"],"observation_id":"obs_8264c1457b551ceb8071","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":9.11,"augmentation_metadata":{"downscale_factor":0.936,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.822,"brightness_factor":1.061,"blur_sigma":0.071,"crop_applied":false,"camera_distance_factors":[0.948],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.26,"jpeg_quality":91,"documents":[{"rotation_deg":-1.576,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10666763277988744905,"difficulty":"light","split":"train"}
{"image":"images/607_005131.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01300060470\",\"ncf\":\"E326998308128\",\"fecha_comprobante\":\"20251212\",\"monto_facturado\":8905.00,\"itbis_facturado\":1602.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10507.90,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALIMENTOS PARA ANIMALES LAS TRES HNAS\\nRNC EMISOR: 00106149990\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISABEL MARIA CASTILLO DE LOS\\nSANTOS DE\\nRNC CLIENTE: 01300060470\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326998308128\\nFACTURA NO.: 0899101\\nAUTORIZACION: 836433750\\nTELEFONO: 809-816-2135\\nFECHA: 12/12/2025  HORA: 16:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,242.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,719.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     944.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,905.00\\nITBIS RD$       1,602.90\\nTOTAL RD$          10,507.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2496397\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 63528527\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00106149990"],"invoice_ids":["inv_18031c22ff757474eb3d"],"observation_id":"obs_4479cddebac7b5eec48e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.26,"augmentation_metadata":{"downscale_factor":0.669,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.037,"brightness_factor":1.079,"blur_sigma":0.704,"crop_applied":false,"camera_distance_factors":[0.949],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.18,"jpeg_quality":75,"documents":[{"rotation_deg":-2.161,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9549600266303276453,"difficulty":"medium","split":"train"}
{"image":"images/606_005132.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132984625\",\"ncf\":\"B1479573318\",\"fecha_comprobante\":\"20250310\",\"monto_facturado_servicios\":157500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28350.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131064142\",\"ncf\":\"E459107228379\",\"fecha_comprobante\":\"20240824\",\"monto_facturado_servicios\":207270.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":37308.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130365911\",\"ncf\":\"E450840788035\",\"fecha_comprobante\":\"20240131\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":20602.98,\"itbis_facturado\":3708.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INMOBILIARIA ROCKE FELIX NEGOCIOS MULTIPLE\\nINMOBILIARIA ROCKE FELIX NEGOCIOS MULTIPLES SRL\\nRNC EMISOR: 132984625\\nCLIENTE: DREAM TEAM 1880 SRL\\nRNC CLIENTE: 131536697\\nFACTURA DE CREDITO FISCAL\\nNCF: B1479573318\\nFACTURA NO.: 8472369\\nAUTORIZACION: 687565657\\nTELEFONO: 809-252-9215\\nFECHA: 10/03/2025  HORA: 17:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         92,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       44,000.00\\n    1  SERVICIO  ASESORIA TECNICA            21,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      157,500.00\\nITBIS 18% RD$      28,350.00\\nTOTAL RD$         185,850.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3673326\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 92428579\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFUNERARIA PUERTA DIVINA\\nFUNERARIA PUERTA DIVINA SRL\\nRNC: 131064142\\nCLIENTE: ASOCIACION DE COMERCIANTES UNIDOS DE SA\\nRNC CLIENTE: 430206547\\nFACTURA DE CREDITO FISCAL\\nNCF E459107228379\\nFACTURA NO.: 5576911\\nAUTORIZACION: 622210664\\nTELEFONO: 809-566-3338\\nFECHA: 24/08/2024  HORA: 19:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   38,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n   30  PAGINA    TRADUCCION DE DOCUMENTOS    30,270.00\\n    1  PROYECTO  DISENO DE PLANOS           114,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      207,270.00\\nITBIS RD$      37,308.60\\nTOTAL RD$         244,578.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7205393\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 73831663\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nMETAL MECANICA GUERRERO G S A\\nMETAL MECANICA GUERRERO G S A\\nRNC: 130365911\\nCLIENTE: YANIRA TERESA GARCIA GARCIA\\nRNC CLIENTE: 00118490622\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450840788035\\nFACTURA NO.: 4194467\\nAUTORIZACION: 740264729\\nTELEFONO: 809-647-9760\\nFECHA: 31/01/2024  HORA: 10:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          4,719.00\\n    2  UNIDAD    EQUIPO ELECTRICO            11,224.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         3,819.98\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            840.00\\n----------------------------------------------\\nSUB-TOTAL RD$       20,602.98\\nIMPUESTO ITBIS RD$       3,708.54\\nTOTAL RD$          24,311.52\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4104772\\nGRACIAS POR SU COMPRA\\nPROCESADO\\nCompra almacen\"}","template_ids":[4,12,3],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132984625","131064142","130365911"],"invoice_ids":["inv_757dd5a32465aa945b95","inv_3572d8ed66cdc8b08be8","inv_32fda0a8c6b899c390ed"],"observation_id":"obs_677446db7b0849f5d60d","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.435,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.923,"brightness_factor":1.053,"blur_sigma":1.026,"crop_applied":false,"camera_distance_factors":[0.914,0.958,0.89],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":66.51,"jpeg_quality":81,"documents":[{"rotation_deg":0.832,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.241,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.59,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":2809485242668996906,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 28454722\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJOSEFA MARIA GIL DE LA CRUZ\\nJOSEFA MARIA GIL DE LA CRUZ\\nRNC: 00102463361\\nCLIENTE: PETGLOW GROOMING AND PARK SRL\\nRNC CLIENTE: 133487063\\nFACTURA DE CREDITO FISCAL\\nNCF E444871126777\\nFACTURA NO.: 1524603\\nAUTORIZACION: 823630294\\nTELEFONO: 809-265-3523\\nFECHA: 18/03/2025  HORA: 20:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   15  PAGINA    TRADUCCION DE DOCUMENTOS    39,690.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    47,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      113,690.00\\nITBIS 18% RD$      20,464.20\\nOTROS IMPUESTOS RD$      70.78\\nTOTAL RD$         134,224.98\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8397793\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 18405982\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nMOTO REPUESTO YANDEL\\nMOTO REPUESTO YANDEL SRL\\nRNC: 133711206\\nCLIENTE: SANTOS ROSARIO PEREZ VOLQUEZ\\nRNC CLIENTE: 00110931839\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458982547244\\nFACTURA NO.: 2326578\\nAUTORIZACION: 776228136\\nTELEFONO: 809-397-6630\\nFECHA: 07/07/2024  HORA: 08:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          4,681.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,099.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         2,797.50\\n----------------------------------------------\\nSUBTOTAL RD$        8,578.00\\nIMPUESTO ITBIS RD$       1,544.04\\nTOTAL RD$          10,122.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3727134\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 93584787\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,6,2],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101115602","00102463361","133711206"],"invoice_ids":["inv_175e13d0b3f8aa91c6bb","inv_3808e562df4d1d82f546","inv_a4677b768e6208c0b9a2"],"observation_id":"obs_a7f5d27938f693057629","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.766,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.85,"brightness_factor":1.063,"blur_sigma":0.611,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.38,"jpeg_quality":88,"documents":[{"rotation_deg":-0.126,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.192,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.399,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6251379458652333364,"difficulty":"hard","split":"train"}
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{"image":"images/606_005138.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04701324198\",\"ncf\":\"E441688993628\",\"fecha_comprobante\":\"20250504\",\"monto_facturado_servicios\":944.00,\"monto_facturado_bienes\":5971.84,\"itbis_facturado\":1244.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"06600221987\",\"ncf\":\"E445608944655\",\"fecha_comprobante\":\"20240406\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1267.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"GILBERTO CRUZ MENA\\nGILBERTO CRUZ MENA\\nRNC 04701324198\\nCLIENTE: ROSY CLEURYS BAUTISTA CESPEDES\\nRNC CLIENTE: 00109813105\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441688993628\\nFACTURA NO.: 3010726\\nAUTORIZACION: 141860407\\nTELEFONO: 809-427-6108\\nFECHA: 04/05/2025  HORA: 18:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,169.99\\n    1  SERVICIO  SERVICIO DE ENTREGA            944.00\\n    5  UNIDAD    MATERIAL DE OFICINA          3,965.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            836.85\\n----------------------------------------------\\nSUB-TOTAL RD$        6,915.84\\nITBIS RD$       1,244.85\\nTOTAL RD$           8,160.69\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6923740\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCOLMADO LA ESQUINA\\nENMANUEL ACOSTA GARCIA\\nRNC: 06600221987\\nCLIENTE: FUMECHA PEST CONTROL SRL\\nRNC CLIENTE: 133733392\\nFACTURA DE CREDITO FISCAL\\nNCF: E445608944655\\nFACTURA NO.: 7021765\\nAUTORIZACION: 478427471\\nTELEFONO: 809-880-5365\\nFECHA: 06/04/2024  HORA: 19:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     215.00\\n    5  LITRO     LECHE UHT 1 LITRO\\n                                     364.95\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                      59.00\\n    1  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     244.95\\n  1.5  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     384.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,267.90\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           1,267.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5308309\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 80782647\"}","template_ids":[13,5],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04701324198","06600221987"],"invoice_ids":["inv_aeb9d17605398819f211","inv_f8b901398d515b58f1ac"],"observation_id":"obs_7418f2827ba14278cc6a","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.83,"augmentation_metadata":{"downscale_factor":0.818,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.981,"brightness_factor":1.035,"blur_sigma":0.46,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.82,"jpeg_quality":81,"documents":[{"rotation_deg":2.769,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.837,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17054309191730585393,"difficulty":"hard","split":"train"}
{"image":"images/607_005139.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131002579\",\"ncf\":\"B0267024784\",\"fecha_comprobante\":\"20241009\",\"monto_facturado\":366612.00,\"itbis_facturado\":65990.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":308505.71,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":124096.45,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FINMOBIL\\nRNC EMISOR: 131593984\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BAUTISTA DOMINICAN FOOD TRADERS SRL\\nRNC CLIENTE: 131002579\\nFACTURA DE CREDITO FISCAL\\nNCF B0267024784\\nFACTURA NO.: 6127596\\nAUTORIZACION: 525076109\\nTELEFONO: 809-862-4542\\nFECHA: 09/10/2024  HORA: 16:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    CABLE DE RED CAT6            8,905.00\\n    1  SERVICIO  SOPORTE TECNICO             17,333.00\\n    5  UNIDAD    COMPUTADORA PORTATIL       308,220.00\\n    1  UNIDAD    MONITOR LED 24 PULGADAS     17,532.00\\n    1  SERVICIO  MANTENIMIENTO DE EQUIPOS    14,622.00\\n----------------------------------------------\\nSUBTOTAL RD$      366,612.00\\nIMPUESTO ITBIS RD$      65,990.16\\nTOTAL RD$         432,602.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5044572\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 95699325\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["tecnologia"],"catalog_sources":[["curated"]],"issuer_rncs":["131593984"],"invoice_ids":["inv_948f9b0febbc3b086e66"],"observation_id":"obs_1307dc23a0c1b2d49828","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.992,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.4,"jpeg_quality":96,"documents":[{"rotation_deg":-0.149,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10885226100639008600,"difficulty":"clean","split":"train"}
{"image":"images/606_005140.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130021716\",\"ncf\":\"E323995780281\",\"fecha_comprobante\":\"20240603\",\"monto_facturado_servicios\":947.00,\"monto_facturado_bienes\":6967.50,\"itbis_facturado\":1424.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COMERCIAL JUAN JOSE URENA SRL\\nCOMERCIAL JUAN JOSE URENA SRL\\nRNC 130021716\\nCLIENTE: VICTOR DIORILFI RODRIGUEZ\\nRNC CLIENTE: 10400250576\\nFACTURA DE CREDITO FISCAL\\nNCF E323995780281\\nFACTURA NO.: 1728370\\nAUTORIZACION: 502799211\\nTELEFONO: 809-267-4752\\nFECHA: 03/06/2024  HORA: 14:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,362.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,803.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     947.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,802.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,914.50\\nIMPUESTO ITBIS RD$       1,424.61\\nTOTAL RD$           9,339.11\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4238722\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 19383278\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130021716"],"invoice_ids":["inv_707d85182e3a61ab86ab"],"observation_id":"obs_0485bff188c4bd317a4d","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":8.23,"augmentation_metadata":{"downscale_factor":0.532,"red_scale":1.059,"blue_scale":0.941,"contrast_factor":1.002,"brightness_factor":0.896,"blur_sigma":0.682,"crop_applied":false,"camera_distance_factors":[0.934],"legibility_scale_corrections":[0.0],"final_contrast_stddev":51.54,"jpeg_quality":74,"documents":[{"rotation_deg":-5.467,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12517320237409581390,"difficulty":"very_hard","split":"train"}
{"image":"images/607_005141.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133665654\",\"ncf\":\"E322622221955\",\"fecha_comprobante\":\"20250119\",\"monto_facturado\":58467.78,\"itbis_facturado\":10524.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":68991.98,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MATTHEW MULTISERVICE DIGITAL CENTER\\nRNC EMISOR: 132171561\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LICOR STORE SAMY GUERRERO VIP SRL\\nRNC CLIENTE: 133665654\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322622221955\\nFACTURA NO.: 0722859\\nAUTORIZACION: 47690246\\nTELEFONO: 809-315-8139\\nFECHA: 19/01/2025  HORA: 08:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            769.98\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,584.95\\n    5  UNIDAD    EQUIPO ELECTRICO            22,305.00\\n    3  SERVICIO  SERVICIO DE ENTREGA          4,307.85\\n    5  UNIDAD    REPUESTO Y ACCESORIO        26,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       58,467.78\\nIMPUESTO ITBIS RD$      10,524.20\\nTOTAL RD$          68,991.98\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9155019\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 20263900\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132171561"],"invoice_ids":["inv_6c35c88d0b39d61780a0"],"observation_id":"obs_a393cd4305752bdb675d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.91,"augmentation_metadata":{"downscale_factor":0.97,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.98,"brightness_factor":1.003,"blur_sigma":0.128,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.38,"jpeg_quality":92,"documents":[{"rotation_deg":-0.418,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1859808016979916627,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 87499954\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA ICAM\\nCONSTRUCTORA ICAM SRL\\nRNC 133714711\\nCLIENTE: TALLERES ROBLES S A\\nRNC CLIENTE: 101122196\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445509582274\\nFACTURA NO.: 2683558\\nAUTORIZACION: 871010586\\nTELEFONO: 809-967-4758\\nFECHA: 21/10/2024  HORA: 13:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  62,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       62,500.00\\nITBIS 18% RD$      11,250.00\\nTOTAL RD$          73,750.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4988587\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 46327576\\n\\n--- FACTURA ---\\n\\nJ COBO TERRAZA LICOR\\nJ COBO TERRAZA LICOR SRL\\nRNC EMISOR: 133622297\\nCLIENTE: MANUEL EMILIO POLANCO\\nRNC CLIENTE: 00101565463\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1479406025\\nFACTURA NO.: 2673930\\nAUTORIZACION: 790196099\\nTELEFONO: 809-706-9698\\nFECHA: 12/11/2024  HORA: 12:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  LIBRA     CAFE MOLIDO 1 LB\\n                                     474.00\\n-------------------------------------------\\nSUBTOTAL RD$          474.00\\nITBIS RD$          85.32\\nTOTAL RD$             559.32\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3142516\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_005148.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131030025\",\"ncf\":\"E313889030576\",\"fecha_comprobante\":\"20241120\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":29759.20,\"itbis_facturado\":5356.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"RAXAR S A\\nRAXAR S A\\nRNC EMISOR: 131030025\\nCLIENTE: EDWINTRO ESTRUCTURAS Y FACHADAS\\nSRL\\nRNC CLIENTE: 133343509\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313889030576\\nFACTURA NO.: 4710652\\nAUTORIZACION: 363040470\\nTELEFONO: 809-630-1230\\nFECHA: 20/11/2024  HORA: 17:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,106.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,806.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     746.95\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  18,675.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,424.75\\n-------------------------------------------\\nSUB-TOTAL RD$       29,759.20\\nIMPUESTO ITBIS RD$       5,356.66\\nTOTAL RD$          35,115.86\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1007911\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 55279245\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRSA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131030025"],"invoice_ids":["inv_d2e2d9b577eb4a27c160"],"observation_id":"obs_2219aafadb587e831518","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.63,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.016,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":96,"documents":[{"rotation_deg":0.03,"perspective":0.0,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"initials","text":"RSA"}]},"num_invoices":1,"seed":1233380329963885322,"difficulty":"clean","split":"train"}
{"image":"images/607_005149.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00114442197\",\"ncf\":\"B0171025327\",\"fecha_comprobante\":\"20250603\",\"monto_facturado\":238.85,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":238.85,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40220417451\",\"ncf\":\"B1437907474\",\"fecha_comprobante\":\"20240313\",\"monto_facturado\":109500.00,\"itbis_facturado\":19710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":129210.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130732604\",\"ncf\":\"E443474780270\",\"fecha_comprobante\":\"20251107\",\"monto_facturado\":38122.49,\"itbis_facturado\":6862.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27755.43,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17229.11,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERS EXPORT\\nRNC EMISOR: 130591199\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE  ALBERTO  FERREIRA GARCIA\\nRNC CLIENTE: 00114442197\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0171025327\\nFACTURA NO.: 6473637\\nAUTORIZACION: 323169332\\nTELEFONO: 809-828-4796\\nFECHA: 03/06/2025  HORA: 19:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                      68.85\\n    5  LIBRA     ARROZ SELECTO LIBRA\\n                                     170.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          238.85\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             238.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6505400\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 36810694\\nARCHIVADO\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA FAER\\nRNC EMISOR: 132175395\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMELY ALTAGRACIA FERNANDEZ\\nRODRIGUEZ\\nRNC CLIENTE: 40220417451\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1437907474\\nFACTURA NO.: 8233290\\nAUTORIZACION: 355431960\\nTELEFONO: 809-251-6632\\nFECHA: 13/03/2024  HORA: 15:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  26,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  83,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      109,500.00\\nIMPUESTO ITBIS RD$      19,710.00\\nTOTAL RD$         129,210.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7808208\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nBARO SERVICIOS DE GRUAS\\nRNC EMISOR: 03101894131\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MULTIMEDIOS ACELERADO SRL\\nRNC CLIENTE: 130732604\\nFACTURA DE CREDITO FISCAL\\nNCF: E443474780270\\nFACTURA NO.: 5298738\\nAUTORIZACION: 444972294\\nTELEFONO: 809-751-7538\\nFECHA: 07/11/2025  HORA: 12:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,781.99\\n    4  UNIDAD    EQUIPO ELECTRICO            27,004.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,887.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            449.50\\n----------------------------------------------\\nSUBTOTAL RD$       38,122.49\\nITBIS RD$       6,862.05\\nTOTAL RD$          44,984.54\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4934346\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,0,3],"business_categories":["colmado_alimentos","profesional","comercio_general"],"catalog_sources":[["curated","sidip_proconsumidor"],["curated"],["curated"]],"issuer_rncs":["130591199","132175395","03101894131"],"invoice_ids":["inv_c95baaa1886c43a36f68","inv_8a16ae7980f71df43499","inv_4893b0d50061d2a6bf6c"],"observation_id":"obs_d5c171478a824b4f5d2c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.019,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.0,"jpeg_quality":98,"documents":[{"rotation_deg":-0.145,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.126,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.147,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":5006718361467166843,"difficulty":"hard","split":"train"}
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{"image":"images/607_005155.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430345792\",\"ncf\":\"B0172326280\",\"fecha_comprobante\":\"20251115\",\"monto_facturado\":24743.45,\"itbis_facturado\":4453.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":29197.27}],\"ocr\":\"ROMAN RAMIREZ LUGO\\nRNC EMISOR: 01100151784\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION CENTRO INTEGRAL DE ATENCION A\\nRNC CLIENTE: 430345792\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0172326280\\nFACTURA NO.: 9743791\\nAUTORIZACION: 976278004\\nTELEFONO: 809-330-3491\\nFECHA: 15/11/2025  HORA: 14:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         8,495.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE       2,810.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA       7,812.50\\n    1  SERVICIO  GESTION LOGISTICA            5,625.95\\n----------------------------------------------\\nSUB-TOTAL RD$       24,743.45\\nIMPUESTO ITBIS RD$       4,453.82\\nTOTAL RD$          29,197.27\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 8264619\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 74079557\\nRRL\"}","template_ids":[3],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["01100151784"],"invoice_ids":["inv_a0c0a88ed1f039b7327a"],"observation_id":"obs_d2301a1129cf552da3e1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.85,"augmentation_metadata":{"downscale_factor":0.854,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.961,"brightness_factor":0.869,"blur_sigma":0.636,"crop_applied":true,"camera_distance_factors":[0.919],"legibility_scale_corrections":[0.0],"final_contrast_stddev":22.54,"jpeg_quality":80,"documents":[{"rotation_deg":-2.425,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RRL"}]},"num_invoices":1,"seed":12958439099319822066,"difficulty":"medium","split":"train"}
{"image":"images/606_005156.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100593821\",\"ncf\":\"E313620417342\",\"fecha_comprobante\":\"20240729\",\"monto_facturado_servicios\":1086.00,\"monto_facturado_bienes\":33201.79,\"itbis_facturado\":6171.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133603519\",\"ncf\":\"B1405892881\",\"fecha_comprobante\":\"20240105\",\"monto_facturado_servicios\":27590.00,\"monto_facturado_bienes\":6964.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LUIS OSCAR DOMINGO BREA FRANCO\\nLUIS OSCAR DOMINGO BREA FRANCO\\nRNC 00100593821\\nCLIENTE: NIBERO ENTERTAINMENT SRL\\nRNC CLIENTE: 132742249\\nFACTURA DE CREDITO FISCAL\\nNCF E313620417342\\nFACTURA NO.: 0780679\\nAUTORIZACION: 929737036\\nTELEFONO: 809-507-1506\\nFECHA: 29/07/2024  HORA: 09:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,086.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  19,003.80\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  13,768.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     429.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       34,287.79\\nITBIS 18% RD$       6,171.80\\nTOTAL RD$          40,459.59\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2995710\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 41406152\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\\n\\n--- FACTURA ---\\n\\nSUITE 131 CARDIOVASCULAR BY DR BLANCO\\nSUITE 131 CARDIOVASCULAR BY DR BLANCO SRL\\nRNC 133603519\\nCLIENTE: INFOCENTRO POPULAR SA\\nRNC CLIENTE: 101140054\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1405892881\\nFACTURA NO.: 5242238\\nAUTORIZACION: 728072850\\nTELEFONO: 809-790-4091\\nFECHA: 05/01/2024  HORA: 13:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTA MEDICA\\n                                   1,823.00\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                   3,952.00\\n    4  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                   6,964.00\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                  21,815.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       34,554.00\\nITBIS RD$           0.00\\nTOTAL RD$          34,554.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6094867\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 12136833\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0],"business_categories":["comercio_general","salud"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00100593821","133603519"],"invoice_ids":["inv_e2d4f9961a7a9babfe30","inv_3851d167259263676f48"],"observation_id":"obs_10e9869ec783f51d2082","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.48,"augmentation_metadata":{"downscale_factor":0.971,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.991,"brightness_factor":1.028,"blur_sigma":0.084,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.81,"jpeg_quality":92,"documents":[{"rotation_deg":0.363,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.465,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1566033908115251385,"difficulty":"medium","split":"train"}
{"image":"images/607_005157.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133531089\",\"ncf\":\"E329501651279\",\"fecha_comprobante\":\"20250928\",\"monto_facturado\":38618.00,\"itbis_facturado\":6951.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":45569.24,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RENDERGROW\\nRNC EMISOR: 133595372\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSPORTE & MULTISERVICE HERRA SRL\\nRNC CLIENTE: 133531089\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329501651279\\nFACTURA NO.: 1380279\\nAUTORIZACION: 186932985\\nTELEFONO: 809-266-1247\\nFECHA: 28/09/2025  HORA: 13:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    BANNER PUBLICITARIO         28,415.00\\n    1  SERVICIO  DISENO GRAFICO               2,329.50\\n    3  UNIDAD    TARJETAS DE PRESENTACION     7,873.50\\n----------------------------------------------\\nSUB-TOTAL RD$       38,618.00\\nITBIS RD$       6,951.24\\nTOTAL RD$          45,569.24\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8784692\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["133595372"],"invoice_ids":["inv_3a635c7e6c8e4a73cdac"],"observation_id":"obs_ed982c190cbea76fb1e2","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.97,"augmentation_metadata":{"downscale_factor":0.98,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.982,"brightness_factor":0.981,"blur_sigma":0.225,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.18,"jpeg_quality":91,"documents":[{"rotation_deg":0.121,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12893228517485314768,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 46988924\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEAI\\n\\n--- FACTURA ---\\n\\nTECNOLOGIA Y CONSTRUCCION SA\\nTECNOLOGIA Y CONSTRUCCION SA\\nRNC: 101177812\\nCLIENTE: CONSTRUCTORA MARRERO DIAZ SRL\\nRNC CLIENTE: 102341966\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321352960507\\nFACTURA NO.: 8785859\\nAUTORIZACION: 350927106\\nTELEFONO: 809-253-4159\\nFECHA: 20/06/2025  HORA: 18:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            865.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO        25,732.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            467.00\\n----------------------------------------------\\nSUB-TOTAL RD$       27,065.00\\nITBIS RD$       4,871.70\\nTOTAL RD$          31,936.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3930498\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 15083020\\nTYC\"}","template_ids":[12,5,3],"business_categories":["construccion_ferreteria","comercio_general","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["131084907","133196042","101177812"],"invoice_ids":["inv_4331b2bee8397abb930f","inv_5be082b238b832744cde","inv_12abc623317e48edaba2"],"observation_id":"obs_0f73b744c5c982c13e3b","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.962,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.942,"brightness_factor":0.973,"blur_sigma":0.171,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":23.24,"jpeg_quality":93,"documents":[{"rotation_deg":0.242,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.054,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.216,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IW"},{"kind":"initials","text":"EAI"},{"kind":"initials","text":"TYC"}]},"num_invoices":3,"seed":3763131349970729991,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nNOTICIAS AL ROJO VIVO\\nRNC EMISOR: 04900350341\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IDALUSA S A\\nRNC CLIENTE: 130511901\\nFACTURA DE CREDITO FISCAL\\nNCF E455268400186\\nFACTURA NO.: 1935765\\nAUTORIZACION: 721236093\\nTELEFONO: 809-857-6571\\nFECHA: 24/04/2025  HORA: 09:57\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 85,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES\\n                                                 29,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      114,000.00\\nITBIS 18% RD$      20,520.00\\nTOTAL RD$         134,520.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 3577161\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 83135679\"}","template_ids":[4,7,9],"business_categories":["comercio_general","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133027722","101761105","04900350341"],"invoice_ids":["inv_edcec43c008fc0f60d25","inv_4031373849c906ac11c1","inv_66b6ecc5d42796a36c21"],"observation_id":"obs_cced5d9ea92712580282","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.034,"brightness_factor":1.0,"blur_sigma":0.126,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":23.19,"jpeg_quality":94,"documents":[{"rotation_deg":0.026,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.576,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.302,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15258817126126772494,"difficulty":"hard","split":"test"}
{"image":"images/606_005160.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132252217\",\"ncf\":\"E459887266497\",\"fecha_comprobante\":\"20240823\",\"monto_facturado_servicios\":34000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"AGENCIA DE VIAJES TENARES TOURS\\nAGENCIA DE VIAJES TENARES TOURS EIRL\\nRNC EMISOR: 132252217\\nCLIENTE: OSCAR SERVICE SRL\\nRNC CLIENTE: 131528872\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459887266497\\nFACTURA NO.: 3165262\\nAUTORIZACION: 461872371\\nTELEFONO: 809-767-5452\\nFECHA: 23/08/2024  HORA: 16:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   19,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       34,000.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          34,000.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9357732\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 99272179\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132252217"],"invoice_ids":["inv_26faccd0274d35847a2a"],"observation_id":"obs_f6e1a7ef7340fc05c005","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.85,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.034,"brightness_factor":0.944,"blur_sigma":0.827,"crop_applied":false,"camera_distance_factors":[0.952],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.18,"jpeg_quality":85,"documents":[{"rotation_deg":-4.194,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9840825226235739605,"difficulty":"medium","split":"train"}
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{"image":"images/606_005168.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"122001832\",\"ncf\":\"B1424235950\",\"fecha_comprobante\":\"20251005\",\"monto_facturado_servicios\":97000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"REXCA\\nRESCATE EXPRESSO C POR A\\nRNC 122001832\\nCLIENTE: ANDRES CASTILLO MEJIA\\nRNC CLIENTE: 00116321894\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1424235950\\nFACTURA NO.: 7819543\\nAUTORIZACION: 705311424\\nTELEFONO: 809-657-8758\\nFECHA: 05/10/2025  HORA: 09:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            17,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   16,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       26,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       37,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       97,000.00\\nITBIS 18% RD$      17,460.00\\nTOTAL RD$         114,460.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5523073\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 19100811\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["122001832"],"invoice_ids":["inv_ef2a4b2fc6a2c0c1db37"],"observation_id":"obs_2e72c338509d9185a724","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.8,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.843,"brightness_factor":1.042,"blur_sigma":0.498,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.81,"jpeg_quality":79,"documents":[{"rotation_deg":-0.161,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10468963202135649277,"difficulty":"medium","split":"train"}
{"image":"images/607_005169.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111134979\",\"ncf\":\"E328208307051\",\"fecha_comprobante\":\"20251003\",\"monto_facturado\":23834.93,\"itbis_facturado\":4290.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":28125.22,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CARIBBEAN FASHION S A\\nRNC EMISOR: 102015112\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ADALGISA TORIBIA SANCHEZ SANCHEZ\\nRNC CLIENTE: 00111134979\\nFACTURA DE CREDITO FISCAL\\nNCF: E328208307051\\nFACTURA NO.: 0210856\\nAUTORIZACION: 863411493\\nTELEFONO: 809-914-7365\\nFECHA: 03/10/2025  HORA: 09:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     985.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     328.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  21,644.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     876.00\\n-------------------------------------------\\nSUBTOTAL RD$       23,834.93\\nITBIS 18% RD$       4,290.29\\nTOTAL RD$          28,125.22\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2262977\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 92989382\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["102015112"],"invoice_ids":["inv_19d368113d052bbcfc8d"],"observation_id":"obs_3a0653afe79ceafa7e20","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":8.59,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.993,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.47,"jpeg_quality":97,"documents":[{"rotation_deg":-0.106,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8249765455735808182,"difficulty":"clean","split":"train"}
{"image":"images/606_005170.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132661974\",\"ncf\":\"B1410695842\",\"fecha_comprobante\":\"20240206\",\"monto_facturado_servicios\":47500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CENTRO MEDICO DE JESUS LA COMUNA\\nCENTRO MEDICO DE JESUS LA COMUNA SRL\\nRNC: 132661974\\nCLIENTE: UNICELSO SRL\\nRNC CLIENTE: 131680674\\nFACTURA DE CREDITO FISCAL\\nNCF: B1410695842\\nFACTURA NO.: 4733184\\nAUTORIZACION: 620545764\\nTELEFONO: 809-608-7037\\nFECHA: 06/02/2024  HORA: 11:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   47,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       47,500.00\\nITBIS RD$       8,550.00\\nTOTAL RD$          56,050.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5013172\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 98061884\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132661974"],"invoice_ids":["inv_c3bd385e2590bfe36c96"],"observation_id":"obs_78a21a03e8558fed36a9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.983,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.037,"brightness_factor":0.993,"blur_sigma":0.038,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.19,"jpeg_quality":95,"documents":[{"rotation_deg":0.191,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18295667572315124669,"difficulty":"light","split":"train"}
{"image":"images/607_005171.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132290313\",\"ncf\":\"E329538920403\",\"fecha_comprobante\":\"20241126\",\"monto_facturado\":248816.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":248816.99,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101019948\",\"ncf\":\"E325463215066\",\"fecha_comprobante\":\"20240602\",\"monto_facturado\":6345.45,\"itbis_facturado\":1142.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7487.63,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"102344191\",\"ncf\":\"B0136146644\",\"fecha_comprobante\":\"20250613\",\"monto_facturado\":17688.00,\"itbis_facturado\":3183.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20871.84,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INDUSTRIA TORNAVACAS\\nRNC EMISOR: 131159184\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: D ANGEL S COOKING BY SANDEZ SRL\\nRNC CLIENTE: 132290313\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329538920403\\nFACTURA NO.: 7475048\\nAUTORIZACION: 950373165\\nTELEFONO: 809-889-6511\\nFECHA: 26/11/2024  HORA: 20:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  44,217.99\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 204,599.00\\n-------------------------------------------\\nSUB-TOTAL RD$      248,816.99\\nITBIS 18% RD$           0.00\\nTOTAL RD$         248,816.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5005063\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 51363527\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSAMUEL SUAREZ POL\\nRNC EMISOR: 00115776866\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARNES NACIONALES CXA\\nRNC CLIENTE: 101019948\\nFACTURA DE CREDITO FISCAL\\nNCF E325463215066\\nFACTURA NO.: 9146815\\nAUTORIZACION: 340577823\\nTELEFONO: 809-621-9374\\nFECHA: 02/06/2024  HORA: 16:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             4,364.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,128.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           194.95\\n    1  UNIDAD    MATERIAL DE OFICINA            348.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            310.50\\n----------------------------------------------\\nSUBTOTAL RD$        6,345.45\\nITBIS RD$       1,142.18\\nTOTAL RD$           7,487.63\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2280201\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 98487018\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nREVISADO\\n\\n--- FACTURA ---\\n\\nSANTA DOMINGUEZ DE MORLA\\nRNC EMISOR: 15300007372\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BIRCIA SRL\\nRNC CLIENTE: 102344191\\nFACTURA DE CREDITO FISCAL\\nNCF B0136146644\\nFACTURA NO.: 4918347\\nAUTORIZACION: 626532941\\nTELEFONO: 809-638-8651\\nFECHA: 13/06/2025  HORA: 18:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   8,390.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     266.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,760.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     272.00\\n-------------------------------------------\\nSUBTOTAL RD$       17,688.00\\nITBIS RD$       3,183.84\\nTOTAL RD$          20,871.84\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1379847\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,11,0],"business_categories":["inmobiliario","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131159184","00115776866","15300007372"],"invoice_ids":["inv_3e6ab37dc839071bc395","inv_69f42de37bbd4ab676a3","inv_0b5f0413154c7705f5ea"],"observation_id":"obs_8f97fe9b9d1ce9023673","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.867,"red_scale":1.044,"blue_scale":0.956,"contrast_factor":1.054,"brightness_factor":0.844,"blur_sigma":0.343,"crop_applied":false,"camera_distance_factors":[0.947,0.892,0.936],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.17,"jpeg_quality":92,"documents":[{"rotation_deg":0.145,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-0.854,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.402,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6315097361844701824,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 22951221\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSANTA FELICIA BAEZ PIMENTEL\\nSANTA FELICIA BAEZ PIMENTEL\\nRNC 00300023223\\nCLIENTE: LIBRERIA EDITORIAL RIO C POR A\\nRNC CLIENTE: 130401306\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454721925727\\nFACTURA NO.: 4034625\\nAUTORIZACION: 881772526\\nTELEFONO: 809-929-9986\\nFECHA: 06/10/2024  HORA: 20:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         97,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   28,000.00\\n    7  PAGINA    TRADUCCION DE DOCUMENTOS     9,030.00\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n    1  CASO      REPRESENTACION LEGAL       101,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      250,530.00\\nITBIS RD$      45,095.40\\nTOTAL RD$         295,625.40\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1904316\\nGRACIAS POR SU COMPRA\\nEntregado\\n\\n--- FACTURA ---\\n\\nJHAN CARLOS CLARA HERNANDEZ\\nJHAN CARLOS CLARA HERNANDEZ\\nRNC 40223009818\\nCLIENTE: FRANK REIMUNDO ORTIZ GUERRERO\\nRNC CLIENTE: 00300468337\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0213119453\\nFACTURA NO.: 9805349\\nAUTORIZACION: 366484733\\nTELEFONO: 809-336-1770\\nFECHA: 22/03/2025  HORA: 19:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO         9,438.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,438.00\\nITBIS RD$       1,698.84\\nTOTAL RD$          11,136.84\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3083643\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 93043218\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFARUK GARIB SANCHEZ\\nRNC EMISOR: 01200692349\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ISRAEL DE LA CRUZ BONILLA\\nRNC CLIENTE: 05600980543\\nFACTURA DE CREDITO FISCAL\\nNCF: E314477897146\\nFACTURA NO.: 1124912\\nAUTORIZACION: 544363271\\nTELEFONO: 809-821-7433\\nFECHA: 04/06/2025  HORA: 11:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  72,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  91,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  10,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                   6,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      179,500.00\\nIMPUESTO ITBIS RD$      32,310.00\\nTOTAL RD$         211,810.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6222678\\nGRACIAS POR SU COMPRA\\nFGS\\n\\n--- FACTURA ---\\n\\nDOMINGO CARO\\nRNC EMISOR: 00200513679\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YANIRE BENCOSME JIMENEZ\\nRNC CLIENTE: 00110085198\\nFACTURA DE CREDITO FISCAL\\nNCF B1471752395\\nFACTURA NO.: 7737706\\nAUTORIZACION: 192346863\\nTELEFONO: 809-284-3585\\nFECHA: 04/12/2024  HORA: 19:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   47,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       26,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    20,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       93,000.00\\nITBIS 18% RD$      16,740.00\\nTOTAL RD$         109,740.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2537732\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005199.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09300691814\",\"ncf\":\"E324591745233\",\"fecha_comprobante\":\"20251019\",\"monto_facturado\":27073.91,\"itbis_facturado\":4873.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10563.21,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":21384.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEMESIS MAILI RODRIGUEZ RODRIGUEZ\\nRNC EMISOR: 00119440030\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL AUGUSTO ASENCIO RODRIGUEZ\\nRNC CLIENTE: 09300691814\\nFACTURA DE CREDITO FISCAL\\nNCF: E324591745233\\nFACTURA NO.: 3637379\\nAUTORIZACION: 601512332\\nTELEFONO: 809-380-8952\\nFECHA: 19/10/2025  HORA: 08:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                  11,085.00\\n    4  UNIDAD    CAMISA DE VESTIR\\n                                   8,183.96\\n    1  UNIDAD    PANTALON CASUAL\\n                                   1,904.95\\n    5  UNIDAD    GORRA BORDADA\\n                                   5,900.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       27,073.91\\nIMPUESTO ITBIS RD$       4,873.30\\nTOTAL RD$          31,947.21\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6790706\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 93633879\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nNMR\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["00119440030"],"invoice_ids":["inv_7c9ddb5494f5f76f2411"],"observation_id":"obs_a65dc71259279f601269","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":8.53,"augmentation_metadata":{"downscale_factor":0.724,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.891,"brightness_factor":1.002,"blur_sigma":0.536,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.2,"jpeg_quality":82,"documents":[{"rotation_deg":0.859,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"NMR"}]},"num_invoices":1,"seed":582864942091186849,"difficulty":"hard","split":"validation"}
{"image":"images/606_005200.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110699865\",\"ncf\":\"B1476200406\",\"fecha_comprobante\":\"20240920\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":20288.40,\"itbis_facturado\":3651.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ELIXANDRO NOVA BERIGUETE\\nELIXANDRO NOVA BERIGUETE\\nRNC: 00110699865\\nCLIENTE: RO JAQUEZ SRL\\nRNC CLIENTE: 132724364\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1476200406\\nFACTURA NO.: 6033436\\nAUTORIZACION: 350112065\\nTELEFONO: 809-226-3972\\nFECHA: 20/09/2024  HORA: 14:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     326.50\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,861.90\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,100.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,288.40\\nITBIS RD$       3,651.91\\nTOTAL RD$          23,940.31\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3828121\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 74521102\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENB\\nCargo a oficina\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00110699865"],"invoice_ids":["inv_4b0509e9c3eef7b6b803"],"observation_id":"obs_111c8be34e44b35bc971","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":8.38,"augmentation_metadata":{"downscale_factor":0.938,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":1.057,"brightness_factor":0.862,"blur_sigma":0.23,"crop_applied":false,"camera_distance_factors":[0.923],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.42,"jpeg_quality":86,"documents":[{"rotation_deg":1.894,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"ENB"}]},"num_invoices":1,"seed":2829756011904081459,"difficulty":"light","split":"train"}
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{"image":"images/607_005207.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130825671\",\"ncf\":\"B0290128641\",\"fecha_comprobante\":\"20241104\",\"monto_facturado\":15465.00,\"itbis_facturado\":2783.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":18248.70,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131189989\",\"ncf\":\"B0118565849\",\"fecha_comprobante\":\"20250908\",\"monto_facturado\":15128.90,\"itbis_facturado\":2723.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17852.10,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EQUIPOS Y TRATAMIENTOS DE AGUA MEDINA & AS\\nRNC EMISOR: 130183602\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AQUILA NIGRA SRL\\nRNC CLIENTE: 130825671\\nFACTURA DE CREDITO FISCAL\\nNCF B0290128641\\nFACTURA NO.: 8902773\\nAUTORIZACION: 191357286\\nTELEFONO: 809-372-9064\\nFECHA: 04/11/2024  HORA: 18:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     880.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,510.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     795.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   4,280.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,465.00\\nIMPUESTO ITBIS RD$       2,783.70\\nTOTAL RD$          18,248.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6704857\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 37581883\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEYT\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nREYMON MOJICA\\nRNC EMISOR: 40231970787\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SORELOS ENTERPRISE SRL\\nRNC CLIENTE: 131189989\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0118565849\\nFACTURA NO.: 9542554\\nAUTORIZACION: 853247586\\nTELEFONO: 809-472-2494\\nFECHA: 08/09/2025  HORA: 15:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,712.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,222.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,142.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     785.90\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     267.00\\n-------------------------------------------\\nSUB-TOTAL RD$       15,128.90\\nITBIS 18% RD$       2,723.20\\nTOTAL RD$          17,852.10\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1960738\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 47697165\\nCOPIA\"}","template_ids":[5,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130183602","40231970787"],"invoice_ids":["inv_807e4fbbb8d6835a4a9e","inv_742a2283c57231000447"],"observation_id":"obs_00bc7166adbb6b7928c7","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.7,"augmentation_metadata":{"downscale_factor":0.795,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.582,"brightness_factor":1.048,"blur_sigma":0.257,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.4,"jpeg_quality":88,"documents":[{"rotation_deg":-0.204,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.947,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EYT"},{"kind":"none","text":""}]},"num_invoices":2,"seed":16508660959753065031,"difficulty":"hard","split":"train"}
{"image":"images/606_005208.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05600735624\",\"ncf\":\"E311091260075\",\"fecha_comprobante\":\"20240522\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":466.00,\"itbis_facturado\":83.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40240331252\",\"ncf\":\"E457010559853\",\"fecha_comprobante\":\"20250921\",\"monto_facturado_servicios\":433.00,\"monto_facturado_bienes\":8475.45,\"itbis_facturado\":1603.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"L. FRANKLIN M.J ELECTRIC\\nLUIS FRANKLIN MORA JORGE\\nRNC EMISOR: 05600735624\\nCLIENTE: COMERCIAL S A\\nRNC CLIENTE: 101120479\\nFACTURA DE CREDITO FISCAL\\nNCF E311091260075\\nFACTURA NO.: 7684783\\nAUTORIZACION: 432598181\\nTELEFONO: 809-597-7654\\nFECHA: 22/05/2024  HORA: 13:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     466.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          466.00\\nITBIS 18% RD$          83.88\\nTOTAL RD$             549.88\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 778505\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 23637040\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEUFEMIA PEREZ CORNELIO\\nEUFEMIA PEREZ CORNELIO\\nRNC 40240331252\\nCLIENTE: MEJIA FAMILIA VICTOR HUNGRIA\\nRNC CLIENTE: 501552136\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457010559853\\nFACTURA NO.: 2677524\\nAUTORIZACION: 114329961\\nTELEFONO: 809-988-2115\\nFECHA: 21/09/2025  HORA: 18:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            433.00\\n    3  UNIDAD    MATERIAL DE OFICINA          4,404.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,018.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,411.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,641.95\\n----------------------------------------------\\nSUB-TOTAL RD$        8,908.45\\nITBIS RD$       1,603.52\\nTOTAL RD$          10,511.97\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9286808\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,3],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05600735624","40240331252"],"invoice_ids":["inv_c394ce12cc825f679461","inv_641a3e93012373021982"],"observation_id":"obs_59175408e8ffc158f325","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.02,"augmentation_metadata":{"downscale_factor":0.8,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.796,"brightness_factor":1.006,"blur_sigma":0.606,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.54,"jpeg_quality":86,"documents":[{"rotation_deg":0.332,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.892,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":11449866934488265117,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 30960037\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGHAPRE\\nRNC EMISOR: 101569883\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MB&DS AUTOSERVICIOS SRL\\nRNC CLIENTE: 133195313\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456758609364\\nFACTURA NO.: 6757783\\nAUTORIZACION: 611542576\\nTELEFONO: 809-331-9956\\nFECHA: 20/03/2024  HORA: 14:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     895.95\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,531.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,380.00\\n-------------------------------------------\\nSUBTOTAL RD$        5,806.95\\nIMPUESTO ITBIS RD$       1,045.25\\nTOTAL RD$           6,852.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7523726\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEMPRESA PRESTAMOS SALCEDO\\nRNC EMISOR: 107000534\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSANGELA ENCARNACION DIAZ\\nRNC CLIENTE: 04701781314\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0250968673\\nFACTURA NO.: 6337140\\nAUTORIZACION: 106382386\\nTELEFONO: 809-608-1654\\nFECHA: 15/03/2025  HORA: 11:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       65,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       11,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    25,000.00\\n   10  PAGINA    TRADUCCION DE DOCUMENTOS    15,060.00\\n----------------------------------------------\\nSUBTOTAL RD$      116,560.00\\nIMPUESTO ITBIS RD$      20,980.80\\nTOTAL RD$         137,540.80\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4129706\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 79633633\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\"}","template_ids":[4,5,13],"business_categories":["inmobiliario","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131653391","101569883","107000534"],"invoice_ids":["inv_f7457b8a8976b6c299c4","inv_04e95c1e504b41f3909e","inv_088980580b9a63f9a9e9"],"observation_id":"obs_d61e3586c6c2e392a92e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.616,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":1.079,"brightness_factor":0.949,"blur_sigma":0.883,"crop_applied":false,"camera_distance_factors":[0.934,0.993,0.889],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":40.13,"jpeg_quality":86,"documents":[{"rotation_deg":-1.25,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.533,"perspective":0.035,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.588,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11574960991605880190,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 83033363\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nSAR PROPERTY\\nSAR PROPERTY SRL\\nRNC EMISOR: 133159473\\nCLIENTE: HERMACAR SRL\\nRNC CLIENTE: 133419254\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1579931703\\nFACTURA NO.: 7239189\\nAUTORIZACION: 114770071\\nTELEFONO: 809-814-9190\\nFECHA: 15/11/2024  HORA: 12:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       17,178.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   15,565.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   17,333.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       50,076.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          50,076.50\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1400313\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 74686898\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nASOCIACION IGLESIA RESTAURACION CRISTIANA \\nASOCIACION IGLESIA RESTAURACION CRISTIANA PENTEC\\nRNC: 430088706\\nCLIENTE: ANA JOSEFA QUEZADA RAMIREZ\\nRNC CLIENTE: 00101392298\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329979931279\\nFACTURA NO.: 5536614\\nAUTORIZACION: 990228329\\nTELEFONO: 809-882-6805\\nFECHA: 09/12/2025  HORA: 12:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n    1  MES       SUPERVISION DE OBRA         18,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    75,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    35,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      156,500.00\\nITBIS 18% RD$      28,170.00\\nTOTAL RD$         184,670.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8167291\\nGRACIAS POR SU COMPRA\\nAIR\"}","template_ids":[12,4,3],"business_categories":["colmado_alimentos","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04700023544","133159473","430088706"],"invoice_ids":["inv_e184a418d05a8ed97733","inv_8ec5e60c8c5ded2aafae","inv_a26595b5a8d7bb160dd2"],"observation_id":"obs_8526f76d57ca05a62452","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":1.092,"brightness_factor":1.054,"blur_sigma":0.236,"crop_applied":true,"camera_distance_factors":[0.918,0.919,0.94],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":24.15,"jpeg_quality":96,"documents":[{"rotation_deg":-1.212,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.724,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":1.166,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"AIR"}]},"num_invoices":3,"seed":5536914589806847405,"difficulty":"hard","split":"train"}
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{"image":"images/607_005243.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131212468\",\"ncf\":\"B1515957593\",\"fecha_comprobante\":\"20241024\",\"monto_facturado\":146790.00,\"itbis_facturado\":26422.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":173212.20,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430082155\",\"ncf\":\"B1439679581\",\"fecha_comprobante\":\"20240613\",\"monto_facturado\":1404.00,\"itbis_facturado\":252.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1656.72,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131928684\",\"ncf\":\"E440317550658\",\"fecha_comprobante\":\"20250201\",\"monto_facturado\":272510.94,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":272510.94,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HOGAR DE ANCIANOS SANTA CATALINA LABOURE\\nRNC EMISOR: 430100791\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BI FUEL AUTOTECH SRL\\nRNC CLIENTE: 131212468\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1515957593\\nFACTURA NO.: 3983133\\nAUTORIZACION: 848318082\\nTELEFONO: 809-796-2847\\nFECHA: 24/10/2024  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       29,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   15,000.00\\n    1  MES       SUPERVISION DE OBRA         97,500.00\\n    5  PAGINA    TRADUCCION DE DOCUMENTOS     5,290.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      146,790.00\\nIMPUESTO ITBIS RD$      26,422.20\\nTOTAL RD$         173,212.20\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6783642\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 48006024\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nAIDA LEYDA MONTAS ALCANTARA\\nRNC EMISOR: 02600390062\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION KAROMA\\nRNC CLIENTE: 430082155\\nFACTURA DE CREDITO FISCAL\\nNCF B1439679581\\nFACTURA NO.: 5089131\\nAUTORIZACION: 111564916\\nTELEFONO: 809-808-2170\\nFECHA: 13/06/2024  HORA: 09:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,404.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,404.00\\nIMPUESTO ITBIS RD$         252.72\\nTOTAL RD$           1,656.72\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2547987\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nOK\\n\\n--- FACTURA ---\\n\\nLUIGI PEANO\\nRNC EMISOR: 00115366734\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BELLE VIE NAIL & BEAUTY BAR SRL\\nRNC CLIENTE: 131928684\\nFACTURA DE CREDITO FISCAL\\nNCF: E440317550658\\nFACTURA NO.: 4377675\\nAUTORIZACION: 986916568\\nTELEFONO: 809-277-1108\\nFECHA: 01/02/2025  HORA: 17:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  15,430.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 181,882.95\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  17,901.99\\n    2  MES       ALQUILER DE LOCAL\\n                                  57,296.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      272,510.94\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         272,510.94\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 491896\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 17012523\"}","template_ids":[4,6,1],"business_categories":["profesional","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430100791","02600390062","00115366734"],"invoice_ids":["inv_f62f4759a58eaeabc791","inv_b789d668c3cb5b3cdbda","inv_5e7cb490e981537ccdd1"],"observation_id":"obs_1791fc1ef811341ae71e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.985,"brightness_factor":0.985,"blur_sigma":0.233,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.92,"jpeg_quality":94,"documents":[{"rotation_deg":-0.037,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.036,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.638,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7016654696251521497,"difficulty":"hard","split":"train"}
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{"image":"images/606_005252.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132319852\",\"ncf\":\"E310063928330\",\"fecha_comprobante\":\"20250303\",\"monto_facturado_servicios\":31909.95,\"monto_facturado_bienes\":36110.00,\"itbis_facturado\":12243.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"00118630680\",\"ncf\":\"E329209874829\",\"fecha_comprobante\":\"20250106\",\"monto_facturado_servicios\":1012.00,\"monto_facturado_bienes\":11130.00,\"itbis_facturado\":2185.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"PRODUCCIONES GUAYACANES 008\\nPRODUCCIONES GUAYACANES 008 SRL\\nRNC 132319852\\nCLIENTE: COLEGIO CONTINENTAL SRL\\nRNC CLIENTE: 130421902\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310063928330\\nFACTURA NO.: 0131340\\nAUTORIZACION: 576932970\\nTELEFONO: 809-377-2647\\nFECHA: 03/03/2025  HORA: 14:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   4,953.00\\n    5  UNIDAD    BANNER PUBLICITARIO\\n                                  36,110.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  26,956.95\\n-------------------------------------------\\nSUBTOTAL RD$       68,019.95\\nIMPUESTO ITBIS RD$      12,243.59\\nTOTAL RD$          80,263.54\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 2953933\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 16904868\\n\\n--- FACTURA ---\\n\\nSARAH ALEJANDRA CURY CAMILO\\nSARAH ALEJANDRA CURY CAMILO\\nRNC 00118630680\\nCLIENTE: TR MUNDO EIRL\\nRNC CLIENTE: 132139488\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329209874829\\nFACTURA NO.: 2190125\\nAUTORIZACION: 164331187\\nTELEFONO: 809-551-3056\\nFECHA: 06/01/2025  HORA: 19:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,381.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,012.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   3,147.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,232.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,370.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,142.00\\nITBIS 18% RD$       2,185.56\\nTOTAL RD$          14,327.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6491457\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 30510862\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,0],"business_categories":["publicidad_impresion","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132319852","00118630680"],"invoice_ids":["inv_265c1f259131466d45e4","inv_1ef9854795c4364c50af"],"observation_id":"obs_c5a81050a21f1204e67b","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.34,"augmentation_metadata":{"downscale_factor":0.77,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.788,"brightness_factor":1.041,"blur_sigma":0.661,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":67.66,"jpeg_quality":76,"documents":[{"rotation_deg":0.526,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.555,"perspective":0.008,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":2155739736570850586,"difficulty":"hard","split":"test"}
{"image":"images/607_005253.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101819928\",\"ncf\":\"B0177607447\",\"fecha_comprobante\":\"20240310\",\"monto_facturado\":19935.95,\"itbis_facturado\":3588.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8054.81,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15469.61,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00113372361\",\"ncf\":\"E456479939884\",\"fecha_comprobante\":\"20251218\",\"monto_facturado\":18970.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":18970.00},{\"rnc\":\"131068911\",\"ncf\":\"E442985583573\",\"fecha_comprobante\":\"20250906\",\"monto_facturado\":385.00,\"itbis_facturado\":69.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":454.30,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BOARDHOUSE INC S A\\nRNC EMISOR: 105020076\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALMACENES NUNEZ C POR A\\nRNC CLIENTE: 101819928\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0177607447\\nFACTURA NO.: 9059952\\nAUTORIZACION: 639358392\\nTELEFONO: 809-230-9634\\nFECHA: 10/03/2024  HORA: 09:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    6,362.95\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,573.00\\n----------------------------------------------\\nSUBTOTAL RD$       19,935.95\\nITBIS 18% RD$       3,588.47\\nTOTAL RD$          23,524.42\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5457914\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nPROCESADO\\nVerificado\\n\\n--- FACTURA ---\\n\\nHQ PRODUCE SRL\\nRNC EMISOR: 130718555\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS MARX AYBAR HERNANDEZ\\nRNC CLIENTE: 00113372361\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456479939884\\nFACTURA NO.: 0560378\\nAUTORIZACION: 645591485\\nTELEFONO: 809-417-6444\\nFECHA: 18/12/2025  HORA: 11:30\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  QUINTAL   ARROZ EN CASCARA\\n                                                 18,970.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       18,970.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          18,970.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 5991322\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 24801624\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\\n\\n--- FACTURA ---\\n\\nMARILENA PEREZ FILPO\\nRNC EMISOR: 01000145365\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GLOBADIME GROUP SRL\\nRNC CLIENTE: 131068911\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442985583573\\nFACTURA NO.: 1919343\\nAUTORIZACION: 615915008\\nTELEFONO: 809-835-9371\\nFECHA: 06/09/2025  HORA: 20:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            385.00\\n----------------------------------------------\\nSUB-TOTAL RD$          385.00\\nIMPUESTO ITBIS RD$          69.30\\nTOTAL RD$             454.30\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4016241\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 31980662\\nCANT. 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{"image":"images/607_005281.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130815682\",\"ncf\":\"B0287911928\",\"fecha_comprobante\":\"20250930\",\"monto_facturado\":33620.49,\"itbis_facturado\":6051.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":39672.18,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE LUIS GERMOSO LOPEZ\\nRNC EMISOR: 04700061296\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CD ENERGY SRL\\nRNC CLIENTE: 130815682\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0287911928\\nFACTURA NO.: 4259105\\nAUTORIZACION: 312422402\\nTELEFONO: 809-477-2302\\nFECHA: 30/09/2025  HORA: 19:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,484.99\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,210.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  11,100.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,908.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,917.50\\n-------------------------------------------\\nSUB-TOTAL RD$       33,620.49\\nITBIS 18% RD$       6,051.69\\nTOTAL RD$          39,672.18\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4587485\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 57139498\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["04700061296"],"invoice_ids":["inv_9deb72bf0a888747315a"],"observation_id":"obs_3a3276144cbd13f9a525","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":8.94,"augmentation_metadata":{"downscale_factor":0.95,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.017,"brightness_factor":0.971,"blur_sigma":0.163,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.2,"jpeg_quality":93,"documents":[{"rotation_deg":0.086,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3832446036306329620,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 61709622\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nHZ TRANS & CO\\nHZ TRANS & CO SRL\\nRNC 130973733\\nCLIENTE: MARKETING FLASH GROUP SRL\\nRNC CLIENTE: 130042993\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329835840742\\nFACTURA NO.: 2229402\\nAUTORIZACION: 628951247\\nTELEFONO: 809-620-1845\\nFECHA: 09/02/2024  HORA: 18:39\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                                  1,631.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        1,631.00\\nITBIS RD$         293.58\\nTOTAL RD$           1,924.58\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4523004\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 13509121\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nYONATY COMERCIAL S A\\nYONATY COMERCIAL S A\\nRNC EMISOR: 130084807\\nCLIENTE: LOS LUPOS S A\\nRNC CLIENTE: 101696818\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1569891377\\nFACTURA NO.: 0671355\\nAUTORIZACION: 672292221\\nTELEFONO: 809-470-6267\\nFECHA: 03/11/2025  HORA: 18:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         52,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       52,500.00\\nITBIS 18% RD$       9,450.00\\nTOTAL RD$          61,950.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3188634\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 60840767\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[5,9,11],"business_categories":["comercio_general","automotriz","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133677571","130973733","130084807"],"invoice_ids":["inv_8c6ad07352ce15c8f50e","inv_f2c6aaeecdd72d30402c","inv_03c93caf29bbd7794063"],"observation_id":"obs_b528519bf75737e56c04","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.54,"augmentation_metadata":{"downscale_factor":0.597,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":1.01,"brightness_factor":0.907,"blur_sigma":0.468,"crop_applied":false,"camera_distance_factors":[0.883,0.977,0.888],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":33.95,"jpeg_quality":79,"documents":[{"rotation_deg":2.94,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.955,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.848,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7930818995692779695,"difficulty":"hard","split":"train"}
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{"image":"images/606_005288.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00102418373\",\"ncf\":\"E443995144673\",\"fecha_comprobante\":\"20240813\",\"monto_facturado_servicios\":80238.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14442.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PEDRO JUAN RAMON JEREZ CHAVEZ\\nPEDRO JUAN RAMON JEREZ CHAVEZ\\nRNC EMISOR: 00102418373\\nCLIENTE: INVERSIONES REAG SRL\\nRNC CLIENTE: 132556305\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443995144673\\nFACTURA NO.: 5166710\\nAUTORIZACION: 922665259\\nTELEFONO: 809-980-3077\\nFECHA: 13/08/2024  HORA: 20:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DESARROLLO DE SOFTWARE      80,238.50\\n----------------------------------------------\\nSUBTOTAL RD$       80,238.50\\nIMPUESTO ITBIS RD$      14,442.93\\nTOTAL RD$          94,681.43\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2389238\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 30263106\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["tecnologia"],"catalog_sources":[["curated"]],"issuer_rncs":["00102418373"],"invoice_ids":["inv_a442d02cb9c6a0dd3afd"],"observation_id":"obs_3d7c8b828aa74ae7b929","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.768,"brightness_factor":1.034,"blur_sigma":0.439,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.91,"jpeg_quality":90,"documents":[{"rotation_deg":-0.769,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5704690136053669901,"difficulty":"medium","split":"train"}
{"image":"images/607_005289.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133322064\",\"ncf\":\"B0118174957\",\"fecha_comprobante\":\"20250613\",\"monto_facturado\":75631.00,\"itbis_facturado\":13613.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":89244.58,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430295108\",\"ncf\":\"E458401219194\",\"fecha_comprobante\":\"20250428\",\"monto_facturado\":39568.95,\"itbis_facturado\":7122.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":46691.36,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132703367\",\"ncf\":\"B0274034214\",\"fecha_comprobante\":\"20240711\",\"monto_facturado\":251500.00,\"itbis_facturado\":45270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":112081.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":184688.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"F&S IMPORT EXPORT\\nRNC EMISOR: 131456512\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGRO FERRO MONTAÑO SRL\\nRNC CLIENTE: 133322064\\nFACTURA DE CREDITO FISCAL\\nNCF B0118174957\\nFACTURA NO.: 9088979\\nAUTORIZACION: 505578158\\nTELEFONO: 809-855-9765\\nFECHA: 13/06/2025  HORA: 16:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    FILTRO DE ACEITE\\n                                   2,082.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                   2,996.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,383.00\\n    5  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  67,170.00\\n-------------------------------------------\\nSUBTOTAL RD$       75,631.00\\nITBIS 18% RD$      13,613.58\\nTOTAL RD$          89,244.58\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2971467\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 62809157\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMADE IN ITALY IMPORT S A\\nRNC EMISOR: 101657588\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLOQUE INTERMUNICIPAL PARA EL\\nDESARROLL\\nRNC CLIENTE: 430295108\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458401219194\\nFACTURA NO.: 2216215\\nAUTORIZACION: 937920533\\nTELEFONO: 809-544-6699\\nFECHA: 28/04/2025  HORA: 15:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  37,834.95\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     975.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                     759.00\\n-------------------------------------------\\nSUBTOTAL RD$       39,568.95\\nITBIS 18% RD$       7,122.41\\nTOTAL RD$          46,691.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1324938\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 15310636\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nSERVICIOS DIVERSOS TAPIA C POR A\\nRNC EMISOR: 101793481\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TORRES Q INVESTMENTS SRL\\nRNC CLIENTE: 132703367\\nFACTURA DE CREDITO FISCAL\\nNCF B0274034214\\nFACTURA NO.: 9209724\\nAUTORIZACION: 877362607\\nTELEFONO: 809-875-5903\\nFECHA: 11/07/2024  HORA: 10:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           105,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      112,000.00\\n    1  CASO      REPRESENTACION LEGAL        25,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    9,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      251,500.00\\nITBIS 18% RD$      45,270.00\\nTOTAL RD$         296,770.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4369826\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 37566613\"}","template_ids":[0,5,3],"business_categories":["automotriz","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131456512","101657588","101793481"],"invoice_ids":["inv_b28e2f919241bcdec09b","inv_63cee454a40d134df876","inv_d34feb84886467b04aa6"],"observation_id":"obs_4b7cea73a869defbb6ae","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.74,"augmentation_metadata":{"downscale_factor":0.402,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.853,"brightness_factor":0.863,"blur_sigma":1.023,"crop_applied":false,"camera_distance_factors":[0.941,0.955,0.973],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":47.41,"jpeg_quality":78,"documents":[{"rotation_deg":-2.828,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.464,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":4.924,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13168408800399761819,"difficulty":"very_hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\nCOPIA\\n\\n--- FACTURA ---\\n\\nCESA CONCRETE IMPORT\\nCESA CONCRETE IMPORT SRL\\nRNC: 132026136\\nCLIENTE: INVERSIONES MERCEDES ORTIZ VO SRL\\nRNC CLIENTE: 130955352\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E449969359301\\nFACTURA NO.: 1163175\\nAUTORIZACION: 701822445\\nTELEFONO: 809-852-1419\\nFECHA: 30/06/2024  HORA: 16:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ACEITE DE MOTOR              1,955.90\\n    3  UNIDAD    JUEGO DE PASTILLAS DE FRENO   19,872.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        3,115.00\\n----------------------------------------------\\nSUBTOTAL RD$       24,942.90\\nIMPUESTO ITBIS RD$       4,489.72\\nTOTAL RD$          29,432.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 959271\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 12728620\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCargo a oficina\"}","template_ids":[13,7,11],"business_categories":["transporte","construccion_ferreteria","automotriz"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["131249663","133675501","132026136"],"invoice_ids":["inv_126f6700e508e2f4ab72","inv_ad238a946edc0261521c","inv_9c5a8288f17d57685cdc"],"observation_id":"obs_22a246b09f7f657f25da","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":3.97,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.953,"brightness_factor":0.904,"blur_sigma":0.418,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.43,"jpeg_quality":86,"documents":[{"rotation_deg":2.123,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.515,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-1.727,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15525041142052847442,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 78726797\\n\\n--- FACTURA ---\\n\\nFAUSTO CANALS MORETA\\nRNC EMISOR: 04800498562\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GERALDINE MERCEDES LUNA PICHARDO\\nRNC CLIENTE: 00118922509\\nFACTURA DE CREDITO FISCAL\\nNCF: B0159231950\\nFACTURA NO.: 0390221\\nAUTORIZACION: 702906673\\nTELEFONO: 809-961-4297\\nFECHA: 21/03/2024  HORA: 12:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  SERVICIO DE CATERING        23,072.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,072.00\\nITBIS 18% RD$       4,152.96\\nPROPINA LEGAL RD$     2,307.20\\nTOTAL RD$          29,532.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4324771\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 54547194\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSILVIA MARISOL HIDALGO DE CASTILLO\\nRNC EMISOR: 02300748569\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESPLANDOR SOLAR SRL\\nRNC CLIENTE: 132379004\\nFACTURA DE CREDITO FISCAL\\nNCF: B0222916209\\nFACTURA NO.: 7055545\\nAUTORIZACION: 177234575\\nTELEFONO: 809-684-7403\\nFECHA: 18/08/2025  HORA: 19:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,173.95\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,421.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     534.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,297.97\\n-------------------------------------------\\nSUB-TOTAL RD$        8,426.92\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           8,426.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4665890\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_005316.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05000507466\",\"ncf\":\"E449281382967\",\"fecha_comprobante\":\"20250726\",\"monto_facturado_servicios\":45320.97,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8157.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"22301397794\",\"ncf\":\"E313525896916\",\"fecha_comprobante\":\"20241007\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9561.99,\"itbis_facturado\":1721.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RICHARD GENAO\\nRICHARD GENAO\\nRNC: 05000507466\\nCLIENTE: SOCIEDAD AGRICOLA IMPLEMENTOS Y ALIMENT\\nRNC CLIENTE: 132941101\\nFACTURA DE CREDITO FISCAL\\nNCF E449281382967\\nFACTURA NO.: 6050902\\nAUTORIZACION: 788585321\\nTELEFONO: 809-616-1455\\nFECHA: 26/07/2025  HORA: 13:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     TRANSPORTE DE CARGA         45,320.97\\n----------------------------------------------\\nSUBTOTAL RD$       45,320.97\\nITBIS 18% RD$       8,157.77\\nTOTAL RD$          53,478.74\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 2229088\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 31184308\\n\\n--- FACTURA ---\\n\\nMELVIN                         FAMILIA\\nMELVIN                         FAMILIA\\nRNC EMISOR: 22301397794\\nCLIENTE: MARIELA ESTEPHANY SANTOS MERAN\\nRNC CLIENTE: 40227526593\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313525896916\\nFACTURA NO.: 6857469\\nAUTORIZACION: 576971383\\nTELEFONO: 809-429-3998\\nFECHA: 07/10/2024  HORA: 18:03\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    879.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  3,380.99\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  5,302.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        9,561.99\\nITBIS 18% RD$       1,721.16\\nTOTAL RD$          11,283.15\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9292447\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 92844263\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2,9],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05000507466","22301397794"],"invoice_ids":["inv_44f59f8f37d11d25afd2","inv_8cea9fbb40cc48818b51"],"observation_id":"obs_a85ed6fe6044b505466f","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.46,"augmentation_metadata":{"downscale_factor":0.421,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.868,"brightness_factor":0.86,"blur_sigma":0.895,"crop_applied":false,"camera_distance_factors":[0.933,0.906],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":44.35,"jpeg_quality":71,"documents":[{"rotation_deg":-3.265,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.335,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6427238488321870203,"difficulty":"very_hard","split":"train"}
{"image":"images/607_005317.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130379947\",\"ncf\":\"B1536322914\",\"fecha_comprobante\":\"20240817\",\"monto_facturado\":48262.97,\"itbis_facturado\":8687.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":56950.30,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TEOFILO CORDERO DE LEON DE LEON\\nRNC EMISOR: 00101639672\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COLEGIO INSTITUTO CRISTO SALVADOR S A\\nRNC CLIENTE: 130379947\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1536322914\\nFACTURA NO.: 4116472\\nAUTORIZACION: 522711489\\nTELEFONO: 809-393-5738\\nFECHA: 17/08/2024  HORA: 16:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,775.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        19,886.00\\n    3  UNIDAD    EQUIPO ELECTRICO            22,032.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         2,759.97\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,810.00\\n----------------------------------------------\\nSUBTOTAL RD$       48,262.97\\nITBIS 18% RD$       8,687.33\\nTOTAL RD$          56,950.30\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6994567\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00101639672"],"invoice_ids":["inv_64b77ae9882b3f1dd7df"],"observation_id":"obs_771f7f74807c500734f6","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.981,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":95,"documents":[{"rotation_deg":0.113,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12928735521491629968,"difficulty":"clean","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 20811399\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nSUPLIDOA LISANNY COMERCIAL\\nRNC EMISOR: 133371448\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISIDRO FLORES INDUSTRIAL CXA\\nRNC CLIENTE: 101128429\\nFACTURA DE CREDITO FISCAL\\nNCF E446368178003\\nFACTURA NO.: 5521216\\nAUTORIZACION: 121659189\\nTELEFONO: 809-249-8761\\nFECHA: 03/09/2025  HORA: 18:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  VIAJE     SERVICIO DE TRANSPORTE\\n                                  40,809.75\\n    3  VIAJE     TRANSPORTE DE CARGA\\n                                 102,762.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   6,161.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   5,041.00\\n    2  VIAJE     SERVICIO DE MENSAJERIA\\n                                   3,277.90\\n-------------------------------------------\\nSUBTOTAL RD$      158,051.65\\nIMPUESTO ITBIS RD$      28,449.30\\nTOTAL RD$         186,500.95\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1919640\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 60989136\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA CONAK\\nRNC EMISOR: 131447244\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MONICA VIDAL GONZALEZ GONZALEZ\\nRNC CLIENTE: 00101683324\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442440109635\\nFACTURA NO.: 1164670\\nAUTORIZACION: 98855801\\nTELEFONO: 809-478-6647\\nFECHA: 07/03/2024  HORA: 20:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   11  UNIDAD    TOMA CORRIENTE DOBLE         1,562.00\\n    5  FUNDA     CEMENTO GRIS 42.5 KG         2,582.50\\n    4  UNIDAD    INTERRUPTOR SENCILLO           762.00\\n    1  UNIDAD    TUBO PVC PRESION 2 PULGADAS      887.00\\n   72  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    4,968.00\\n----------------------------------------------\\nSUBTOTAL RD$       10,761.50\\nIMPUESTO ITBIS RD$       1,937.07\\nTOTAL RD$          12,698.57\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8952657\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 24780229\"}","template_ids":[4,0,2],"business_categories":["profesional","transporte","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["03103930719","133371448","131447244"],"invoice_ids":["inv_d2b7204db6291d58371f","inv_dda52cc041de1818b28b","inv_7bfa51e0214caa0c8dd5"],"observation_id":"obs_de33b20b46fe474f5fa2","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.67,"augmentation_metadata":{"downscale_factor":0.851,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.993,"brightness_factor":0.843,"blur_sigma":0.064,"crop_applied":false,"camera_distance_factors":[0.908,0.946,0.958],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.68,"jpeg_quality":91,"documents":[{"rotation_deg":0.871,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.961,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.69,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3138748226588923398,"difficulty":"hard","split":"train"}
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MARIELLY ESPINAL\\nRNC EMISOR: 05600745623\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILL ONIEL BELTRE PINEDA\\nRNC CLIENTE: 40234561674\\nFACTURA DE CREDITO FISCAL\\nNCF B0104193616\\nFACTURA NO.: 4473676\\nAUTORIZACION: 111120116\\nTELEFONO: 809-537-7473\\nFECHA: 20/11/2025  HORA: 09:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   22,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,500.00\\nITBIS RD$       4,050.00\\nTOTAL RD$          26,550.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9702483\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 83048630\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCargo a oficina\"}","template_ids":[4,12,11],"business_categories":["profesional","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03103321299","105019248","05600745623"],"invoice_ids":["inv_833036591735dd98b8ed","inv_446ce33d2a89468ac0ac","inv_99e67ab74421a533e7d1"],"observation_id":"obs_e03908c9d3ba05fb5bd4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":1.005,"brightness_factor":1.009,"blur_sigma":0.018,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":23.37,"jpeg_quality":93,"documents":[{"rotation_deg":0.596,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.603,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.229,"perspective":0.003,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2024361740897199248,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 77618586\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nARELY ALTAGRACIA VALDEZ BAEZ DE PEREZ\\nARELY ALTAGRACIA VALDEZ BAEZ DE PEREZ\\nRNC: 00112176813\\nCLIENTE: WEST INDIES PROMOTIONS SY S A\\nRNC CLIENTE: 130096287\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325929349673\\nFACTURA NO.: 6383879\\nAUTORIZACION: 126494196\\nTELEFONO: 809-539-8960\\nFECHA: 10/11/2025  HORA: 18:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   26,923.95\\n    4  MES       ALQUILER DE LOCAL           67,764.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       94,687.95\\nITBIS RD$           0.00\\nTOTAL RD$          94,687.95\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 2717180\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 28437996\\n\\n--- FACTURA ---\\n\\nEXCELSUS REAL ESTATE\\nEXCELSUS REAL ESTATE SRL\\nRNC EMISOR: 132780851\\nCLIENTE: MODESTO ANTONIO TAVAREZ PARACHE\\nRNC CLIENTE: 03101931842\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0269140443\\nFACTURA NO.: 9495713\\nAUTORIZACION: 579305352\\nTELEFONO: 809-267-8001\\nFECHA: 07/10/2024  HORA: 09:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   19,316.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       15,546.50\\n    4  MES       ALQUILER DE LOCAL          234,216.00\\n    1  SERVICIO  COMISION INMOBILIARIA       49,374.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   30,671.00\\n----------------------------------------------\\nSUB-TOTAL RD$      349,124.49\\nIMPUESTO ITBIS RD$      62,842.41\\nTOTAL RD$         411,966.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9224890\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005333.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102348822\",\"ncf\":\"E450411294174\",\"fecha_comprobante\":\"20250527\",\"monto_facturado\":298847.49,\"itbis_facturado\":53792.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":352640.04,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101008512\",\"ncf\":\"E326780225024\",\"fecha_comprobante\":\"20241112\",\"monto_facturado\":135000.00,\"itbis_facturado\":24300.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":159300.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101174889\",\"ncf\":\"B1462431944\",\"fecha_comprobante\":\"20240716\",\"monto_facturado\":77500.00,\"itbis_facturado\":13950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":91450.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ZAPATA Y COLLADO\\nRNC EMISOR: 130686752\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBERTO ANTONIO NUÑEZ CERDA\\nRNC CLIENTE: 03102348822\\nFACTURA DE CREDITO FISCAL\\nNCF: E450411294174\\nFACTURA NO.: 2976331\\nAUTORIZACION: 969925068\\nTELEFONO: 809-706-1860\\nFECHA: 27/05/2025  HORA: 09:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       54,298.99\\n    3  MES       ALQUILER DE LOCAL          220,825.50\\n    1  SERVICIO  TASACION DE PROPIEDAD        9,228.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   14,495.00\\n----------------------------------------------\\nSUB-TOTAL RD$      298,847.49\\nITBIS 18% RD$      53,792.55\\nTOTAL RD$         352,640.04\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5785477\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 46733773\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDOMINGO JAVIER CRUZ CRUZ\\nRNC EMISOR: 40210344152\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: THE AMERICAN INT LIFE INS COM\\nRNC CLIENTE: 101008512\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326780225024\\nFACTURA NO.: 4364668\\nAUTORIZACION: 990010268\\nTELEFONO: 809-867-1534\\nFECHA: 12/11/2024  HORA: 11:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            13,000.00\\n    1  MES       SUPERVISION DE OBRA         96,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       25,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      135,000.00\\nIMPUESTO ITBIS RD$      24,300.00\\nTOTAL RD$         159,300.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8658251\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nRecibido\\n\\n--- FACTURA ---\\n\\nASOCIACION JUNTA DE VECINOS PROYECTO ECOTU\\nRNC EMISOR: 430404332\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MINERA SAMANENSE S A\\nRNC CLIENTE: 101174889\\nFACTURA DE CREDITO FISCAL\\nNCF B1462431944\\nFACTURA NO.: 7384570\\nAUTORIZACION: 736579855\\nTELEFONO: 809-620-7682\\nFECHA: 16/07/2024  HORA: 15:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VISITA    INSPECCION TECNICA          37,500.00\\n    1  MES       SUPERVISION DE OBRA         40,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       77,500.00\\nIMPUESTO ITBIS RD$      13,950.00\\nTOTAL RD$          91,450.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2907728\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,6,13],"business_categories":["inmobiliario","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130686752","40210344152","430404332"],"invoice_ids":["inv_a92389672262fd562f48","inv_db2fddf86363e5443cbc","inv_231f2e134598b6a92593"],"observation_id":"obs_5a553e3f1914fe259498","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.76,"augmentation_metadata":{"downscale_factor":0.855,"red_scale":0.95,"blue_scale":1.05,"contrast_factor":0.907,"brightness_factor":0.948,"blur_sigma":0.386,"crop_applied":false,"camera_distance_factors":[0.959,0.961,0.93],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.61,"jpeg_quality":90,"documents":[{"rotation_deg":-1.784,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.297,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.656,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17550899115948960156,"difficulty":"hard","split":"validation"}
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{"image":"images/607_005337.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133065851\",\"ncf\":\"E457245221197\",\"fecha_comprobante\":\"20241205\",\"monto_facturado\":1340.46,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1340.46},{\"rnc\":\"133578026\",\"ncf\":\"E314861968380\",\"fecha_comprobante\":\"20250831\",\"monto_facturado\":34053.46,\"itbis_facturado\":6129.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":40183.08}],\"ocr\":\"SUPER BODEGA FLOWIKAR\\nRNC EMISOR: 07100290746\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COLOR HOUSE EVENTS RD SRL\\nRNC CLIENTE: 133065851\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457245221197\\nFACTURA NO.: 3631014\\nAUTORIZACION: 668060878\\nTELEFONO: 809-377-5869\\nFECHA: 05/12/2024  HORA: 20:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     384.00\\n    4  UNIDAD    REFRESCO 2.5 LITROS\\n                                     431.96\\n    4  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     304.00\\n    3  LITRO     LECHE UHT 1 LITRO\\n                                     220.50\\n-------------------------------------------\\nSUBTOTAL RD$        1,340.46\\nITBIS 18% RD$           0.00\\nTOTAL RD$           1,340.46\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 1880478\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nNORAPO\\nRNC EMISOR: 131811191\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ECRIEC CONSTRUCCIONES SRL\\nRNC CLIENTE: 133578026\\nFACTURA DE CREDITO FISCAL\\nNCF E314861968380\\nFACTURA NO.: 9794674\\nAUTORIZACION: 196581053\\nTELEFONO: 809-752-3852\\nFECHA: 31/08/2025  HORA: 10:07\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                                  6,879.96\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  2,280.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 24,575.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    318.50\\n----------------------------------------------------------\\nSUBTOTAL RD$       34,053.46\\nITBIS RD$       6,129.62\\nTOTAL RD$          40,183.08\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4918010\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 84246863\"}","template_ids":[5,9],"business_categories":["colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07100290746","131811191"],"invoice_ids":["inv_9404e8f0ba2f74d8bf6b","inv_67ebfbdd490fb37dea07"],"observation_id":"obs_c8a2ae9b15ca68628cbe","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.19,"augmentation_metadata":{"downscale_factor":0.859,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.994,"brightness_factor":0.966,"blur_sigma":0.638,"crop_applied":false,"camera_distance_factors":[0.889,0.923],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.52,"jpeg_quality":73,"documents":[{"rotation_deg":-1.506,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.308,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9149751443185980090,"difficulty":"medium","split":"train"}
{"image":"images/606_005338.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133592169\",\"ncf\":\"E444107163790\",\"fecha_comprobante\":\"20250623\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6283.50,\"itbis_facturado\":1131.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"GRUPO ZARAY\\nGRUPO ZARAY SRL\\nRNC: 133592169\\nCLIENTE: DINALCO DOMINICAN CIGAR C POR A\\nRNC CLIENTE: 114012341\\nFACTURA DE CREDITO FISCAL\\nNCF: E444107163790\\nFACTURA NO.: 2094293\\nAUTORIZACION: 884577910\\nTELEFONO: 809-846-6785\\nFECHA: 23/06/2025  HORA: 11:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,393.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,818.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         3,072.00\\n----------------------------------------------\\nSUB-TOTAL RD$        6,283.50\\nITBIS 18% RD$       1,131.03\\nTOTAL RD$           7,414.53\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4206086\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 43323653\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133592169"],"invoice_ids":["inv_3ada58beccb8fa428792"],"observation_id":"obs_4c4fe430483128390b4b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.761,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.817,"brightness_factor":1.057,"blur_sigma":0.317,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":81,"documents":[{"rotation_deg":-0.744,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17482324199038959780,"difficulty":"medium","split":"train"}
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{"image":"images/606_005340.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132286383\",\"ncf\":\"E447561990269\",\"fecha_comprobante\":\"20240907\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":36914.95,\"itbis_facturado\":6644.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":51.27,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JMP COMERCIAL\\nJMP COMERCIAL SRL\\nRNC: 132286383\\nCLIENTE: JULIAN ENCARNACION MONTERO\\nRNC CLIENTE: 01400107767\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447561990269\\nFACTURA NO.: 1868473\\nAUTORIZACION: 990754703\\nTELEFONO: 809-392-8061\\nFECHA: 07/09/2024  HORA: 09:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,615.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  17,744.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,804.95\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,896.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,855.00\\n-------------------------------------------\\nSUBTOTAL RD$       36,914.95\\nITBIS RD$       6,644.69\\nOTROS IMPUESTOS RD$      51.27\\nTOTAL RD$          43,610.91\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5583082\\nGRACIAS POR SU COMPRA\\nPROCESADO\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132286383"],"invoice_ids":["inv_991535c9fc6ec575401c"],"observation_id":"obs_7ac80c532e9ea18c59a9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.54,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.003,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.63,"jpeg_quality":95,"documents":[{"rotation_deg":0.009,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9271100975416853113,"difficulty":"clean","split":"test"}
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{"image":"images/606_005342.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133232014\",\"ncf\":\"B0115290381\",\"fecha_comprobante\":\"20240904\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9949.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ASHLEY COMERCIAL\\nASHLEY COMERCIAL SRL\\nRNC EMISOR: 133232014\\nCLIENTE: HECTOR RADOVIX PEÑA PEREZ\\nRNC CLIENTE: 03102168741\\nFACTURA DE CREDITO FISCAL\\nNCF: B0115290381\\nFACTURA NO.: 9836846\\nAUTORIZACION: 769542281\\nTELEFONO: 809-237-3254\\nFECHA: 04/09/2024  HORA: 13:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,067.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,345.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,225.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,312.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,949.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           9,949.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1702787\\nGRACIAS POR SU COMPRA\\nAC\\nRecibido\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133232014"],"invoice_ids":["inv_96222ae4231470dcce25"],"observation_id":"obs_329ddd84f2108a740e0a","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":10.43,"augmentation_metadata":{"downscale_factor":0.723,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.981,"brightness_factor":1.013,"blur_sigma":0.406,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":91.31,"jpeg_quality":85,"documents":[{"rotation_deg":0.856,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AC"}]},"num_invoices":1,"seed":2348842143923573758,"difficulty":"hard","split":"train"}
{"image":"images/607_005343.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40239046309\",\"ncf\":\"B0218948055\",\"fecha_comprobante\":\"20250831\",\"monto_facturado\":4671.95,\"itbis_facturado\":840.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5512.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CHARRUA S A\\nRNC EMISOR: 102322856\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DARYN GREGORY PEREZ RODRIGUEZ\\nRNC CLIENTE: 40239046309\\nFACTURA DE CREDITO FISCAL\\nNCF: B0218948055\\nFACTURA NO.: 9432827\\nAUTORIZACION: 784872046\\nTELEFONO: 809-404-9064\\nFECHA: 31/08/2025  HORA: 13:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,092.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,103.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,475.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,671.95\\nIMPUESTO ITBIS RD$         840.95\\nTOTAL RD$           5,512.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 806965\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["102322856"],"invoice_ids":["inv_f29e431debb665fe3514"],"observation_id":"obs_e3fecf3e2cadb9d8e3eb","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":9.83,"augmentation_metadata":{"downscale_factor":0.488,"red_scale":1.046,"blue_scale":0.954,"contrast_factor":1.046,"brightness_factor":1.069,"blur_sigma":0.686,"crop_applied":false,"camera_distance_factors":[0.908],"legibility_scale_corrections":[0.0],"final_contrast_stddev":82.79,"jpeg_quality":63,"documents":[{"rotation_deg":1.117,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16398445732029055014,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_005346.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133559463\",\"ncf\":\"E445091208026\",\"fecha_comprobante\":\"20240428\",\"monto_facturado_servicios\":1113.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":200.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101759496\",\"ncf\":\"B0140745112\",\"fecha_comprobante\":\"20250616\",\"monto_facturado_servicios\":1659.99,\"monto_facturado_bienes\":33866.94,\"itbis_facturado\":6394.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LA ISLA INGENIERIA Y SISTEMAS\\nLA ISLA INGENIERIA Y SISTEMAS RD SRL\\nRNC: 133559463\\nCLIENTE: STAR MOTORS C POR A\\nRNC CLIENTE: 101745932\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445091208026\\nFACTURA NO.: 3064280\\nAUTORIZACION: 291212738\\nTELEFONO: 809-790-3794\\nFECHA: 28/04/2024  HORA: 17:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,113.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,113.00\\nITBIS 18% RD$         200.34\\nTOTAL RD$           1,313.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4891718\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nLLORTECH\\nLLORT TECNOLOGIA SRL\\nRNC EMISOR: 101759496\\nCLIENTE: CAMILO TAVERAS Y ASOCS SRL\\nRNC CLIENTE: 130595682\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0140745112\\nFACTURA NO.: 5428509\\nAUTORIZACION: 333917776\\nTELEFONO: 809-382-4750\\nFECHA: 16/06/2025  HORA: 09:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,698.97\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,180.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,659.99\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  14,987.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$       35,526.93\\nITBIS 18% RD$       6,394.85\\nTOTAL RD$          41,921.78\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3848318\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 59660298\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[2,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133559463","101759496"],"invoice_ids":["inv_45afcc5b2ea1255f438c","inv_54799c2a6d517ff2989a"],"observation_id":"obs_359f0a4ccc08d9ded536","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":4.83,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":1.046,"brightness_factor":0.847,"blur_sigma":0.056,"crop_applied":false,"camera_distance_factors":[0.965,0.99],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.47,"jpeg_quality":87,"documents":[{"rotation_deg":-0.945,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.458,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12735748948105179693,"difficulty":"medium","split":"validation"}
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{"image":"images/606_005352.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131578993\",\"ncf\":\"B0104996685\",\"fecha_comprobante\":\"20250425\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":52602.98,\"itbis_facturado\":9468.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00107170151\",\"ncf\":\"E327891436665\",\"fecha_comprobante\":\"20250712\",\"monto_facturado_servicios\":645.00,\"monto_facturado_bienes\":9572.99,\"itbis_facturado\":1839.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"ROOM DECORATIONS BY OTONIEL\\nROOM DECORATIONS BY OTONIEL SRL\\nRNC EMISOR: 131578993\\nCLIENTE: INVERSIONES CREDITICIAS REDFEDMAR\\nSRL\\nRNC CLIENTE: 131952615\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0104996685\\nFACTURA NO.: 1796489\\nAUTORIZACION: 726945162\\nTELEFONO: 809-321-7263\\nFECHA: 25/04/2025  HORA: 12:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,900.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  29,434.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,021.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,394.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     853.98\\n-------------------------------------------\\nBASE IMPONIBLE RD$       52,602.98\\nITBIS 18% RD$       9,468.54\\nTOTAL RD$          62,071.52\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4416072\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 99599711\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nANA BELKIS DURAN PEREZ PEREZ\\nANA BELKIS DURAN PEREZ PEREZ\\nRNC 00107170151\\nCLIENTE: OMR ENTERTAINMENT SRL\\nRNC CLIENTE: 131754422\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327891436665\\nFACTURA NO.: 0089489\\nAUTORIZACION: 547919064\\nTELEFONO: 809-787-5670\\nFECHA: 12/07/2025  HORA: 09:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,067.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,440.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     645.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,065.99\\n-------------------------------------------\\nSUBTOTAL RD$       10,217.99\\nITBIS 18% RD$       1,839.24\\nTOTAL RD$          12,057.23\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 3264275\\nGRACIAS POR SU COMPRA\\nOK\"}","template_ids":[1,0],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131578993","00107170151"],"invoice_ids":["inv_b7aa4475cb243b351d40","inv_162cd7428be6b0b8089d"],"observation_id":"obs_47ba8d0880b1eb34eb54","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.13,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":0.958,"blue_scale":1.042,"contrast_factor":0.956,"brightness_factor":0.984,"blur_sigma":0.187,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":43.26,"jpeg_quality":92,"documents":[{"rotation_deg":-0.352,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.118,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":18021004272032988240,"difficulty":"medium","split":"train"}
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{"image":"images/606_005354.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00104033071\",\"ncf\":\"E312751560457\",\"fecha_comprobante\":\"20250724\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":31108.45,\"itbis_facturado\":5599.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131840541\",\"ncf\":\"E447688403752\",\"fecha_comprobante\":\"20250628\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1212.00,\"itbis_facturado\":218.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"430202721\",\"ncf\":\"B1480109607\",\"fecha_comprobante\":\"20240625\",\"monto_facturado_servicios\":245000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":44100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"DIVINA ESPERANZA VALERIO PAULINO\\nDIVINA ESPERANZA VALERIO PAULINO\\nRNC EMISOR: 00104033071\\nCLIENTE: SAN CRISTOBAL CARGO EXPRESS SRL\\nRNC CLIENTE: 133646536\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312751560457\\nFACTURA NO.: 2946470\\nAUTORIZACION: 135522410\\nTELEFONO: 809-644-1214\\nFECHA: 24/07/2025  HORA: 20:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PANTALON CASUAL\\n                                   6,616.00\\n    3  UNIDAD    GORRA BORDADA\\n                                   2,550.00\\n    5  UNIDAD    CAMISA DE VESTIR\\n                                  15,372.50\\n    5  UNIDAD    CALZADO CASUAL\\n                                   6,569.95\\n-------------------------------------------\\nSUB-TOTAL RD$       31,108.45\\nIMPUESTO ITBIS RD$       5,599.52\\nTOTAL RD$          36,707.97\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2328808\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 33438641\\n\\n--- FACTURA ---\\n\\nPESCADERIA LOS PRADOS\\nPESCADERIA LOS PRADOS SRL\\nRNC 131840541\\nCLIENTE: PORFIRIO DE JESUS ORTIZ CEPEDA\\nRNC CLIENTE: 00107054074\\nFACTURA DE CREDITO FISCAL\\nNCF: E447688403752\\nFACTURA NO.: 5741600\\nAUTORIZACION: 921838160\\nTELEFONO: 809-492-9488\\nFECHA: 28/06/2025  HORA: 08:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,212.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,212.00\\nITBIS 18% RD$         218.16\\nTOTAL RD$           1,430.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1164099\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 94819725\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nACIDOM\\nASOCIACION CLUB DE INVENTORES DOMINICANOS\\nACIDOM\\nRNC 430202721\\nCLIENTE: SUCESION DE (JOSE J REDONDO GOMEZ)\\nRNC CLIENTE: 130180768\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1480109607\\nFACTURA NO.: 8690170\\nAUTORIZACION: 369983060\\nTELEFONO: 809-861-6198\\nFECHA: 25/06/2024  HORA: 09:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  82,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  24,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 105,000.00\\n    2  VISITA    INSPECCION TECNICA\\n                                  25,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   8,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      245,000.00\\nIMPUESTO ITBIS RD$      44,100.00\\nTOTAL RD$         289,100.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4297762\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 43788892\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nMARCELINO Y ASOCIADOS C POR A\\nRNC EMISOR: 101084847\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSORCIO VIASAN-GA\\nRNC CLIENTE: 132422287\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442512232848\\nFACTURA NO.: 4654641\\nAUTORIZACION: 376986285\\nTELEFONO: 809-213-6815\\nFECHA: 02/09/2024  HORA: 18:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     846.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     886.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,575.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,307.50\\nIMPUESTO ITBIS RD$         595.35\\nTOTAL RD$           3,902.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3306606\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 70042600\\n\\n--- FACTURA ---\\n\\nJUAN DE LA CRUZ                REYES GABIN\\nRNC EMISOR: 03101436594\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EXCELMUNDO S A\\nRNC CLIENTE: 130516847\\nFACTURA DE CREDITO FISCAL\\nNCF B0225305511\\nFACTURA NO.: 1015182\\nAUTORIZACION: 100875244\\nTELEFONO: 809-548-7930\\nFECHA: 11/02/2024  HORA: 20:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,491.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,491.00\\nIMPUESTO ITBIS RD$         628.38\\nTOTAL RD$           4,119.38\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 512500\\nGRACIAS POR SU COMPRA\\nJDL\\nRecibido\"}","template_ids":[13,5,0],"business_categories":["agricultura","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00109923557","101084847","03101436594"],"invoice_ids":["inv_175287d608cf7e886cbc","inv_2612b5af0d71ed85b583","inv_ff9b2a77e0da4b95a7ca"],"observation_id":"obs_f5491cda7c40c3f54ee7","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.57,"augmentation_metadata":{"downscale_factor":0.543,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.977,"brightness_factor":1.068,"blur_sigma":1.064,"crop_applied":false,"camera_distance_factors":[0.928,0.93,0.914],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":83.35,"jpeg_quality":72,"documents":[{"rotation_deg":4.873,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":3.704,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.984,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"JDL"}]},"num_invoices":3,"seed":10979290010205433090,"difficulty":"very_hard","split":"train"}
{"image":"images/606_005372.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131226061\",\"ncf\":\"E326780616140\",\"fecha_comprobante\":\"20250727\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":22111.00,\"itbis_facturado\":3979.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COLCHOTELA COMPRES SANTOS\\nCOLCHOTELA COMPRES SANTOS EIRL\\nRNC EMISOR: 131226061\\nCLIENTE: JULIA MARTINEZ GARCÍA\\nRNC CLIENTE: 03800092409\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326780616140\\nFACTURA NO.: 2004598\\nAUTORIZACION: 198534699\\nTELEFONO: 809-551-7272\\nFECHA: 27/07/2025  HORA: 10:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            16,776.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,180.00\\n    5  UNIDAD    MATERIAL DE OFICINA          4,155.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,111.00\\nITBIS RD$       3,979.98\\nTOTAL RD$          26,090.98\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8155940\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nOK\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131226061"],"invoice_ids":["inv_72321b249f79b170c4e8"],"observation_id":"obs_39206f6858094310b1de","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.819,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.708,"brightness_factor":1.016,"blur_sigma":0.565,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":89,"documents":[{"rotation_deg":0.83,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4768785742016590132,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 52846198\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPagado\\n\\n--- FACTURA ---\\n\\nTERDECO\\nTERDECO TERMINACION Y DECORACION DE LA CONSTRUCC\\nRNC 130174024\\nCLIENTE: JUAN CARLOS BATISTA YAN\\nRNC CLIENTE: 40220926287\\nFACTURA DE CREDITO FISCAL\\nNCF E441638544501\\nFACTURA NO.: 5477572\\nAUTORIZACION: 745105350\\nTELEFONO: 809-925-6657\\nFECHA: 24/10/2025  HORA: 17:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          1,514.75\\n----------------------------------------------\\nSUB-TOTAL RD$        1,514.75\\nITBIS RD$         272.66\\nTOTAL RD$           1,787.41\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5581082\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 75513791\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nALUMINIO TECH JPB\\nALUMINIO TECH JPB SRL\\nRNC EMISOR: 131998119\\nCLIENTE: BROTHER RENT A CAR C POR A\\nRNC CLIENTE: 130233713\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1519811479\\nFACTURA NO.: 8964346\\nAUTORIZACION: 245851074\\nTELEFONO: 809-559-9079\\nFECHA: 28/03/2025  HORA: 15:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,285.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  28,182.50\\n-------------------------------------------\\nSUB-TOTAL RD$       30,467.50\\nIMPUESTO ITBIS RD$       5,484.15\\nOTROS IMPUESTOS RD$      50.57\\nTOTAL RD$          36,002.22\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 794042\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 33089384\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nARIEL DAVID BOTELLO RAMIREZ\\nRNC EMISOR: 03105378727\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TORRE MONACO VII\\nRNC CLIENTE: 430191132\\nFACTURA DE CREDITO FISCAL\\nNCF E322648448713\\nFACTURA NO.: 9289805\\nAUTORIZACION: 645170051\\nTELEFONO: 809-752-9982\\nFECHA: 01/12/2025  HORA: 15:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    GORRA BORDADA\\n                                   6,385.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,652.00\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                  10,763.97\\n    2  UNIDAD    PANTALON CASUAL\\n                                   7,297.90\\n    4  UNIDAD    CAMISA DE VESTIR\\n                                  10,252.00\\n-------------------------------------------\\nSUB-TOTAL RD$       36,350.87\\nITBIS 18% RD$       6,543.16\\nTOTAL RD$          42,894.03\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 1649641\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 93006695\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDEMETRIO SOLER\\nRNC EMISOR: 00112557178\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INGENIERIA COMPUTACION Y\\nCONSULTORIAS S\\nRNC CLIENTE: 102019479\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1594892588\\nFACTURA NO.: 9223935\\nAUTORIZACION: 336993971\\nTELEFONO: 809-420-7962\\nFECHA: 22/04/2024  HORA: 10:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     993.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,660.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,362.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,178.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   7,919.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$       26,113.46\\nITBIS RD$       4,700.42\\nTOTAL RD$          30,813.88\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5471736\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 62875657\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDS\\nARCHIVADO\"}","template_ids":[4,1,5],"business_categories":["profesional","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430037321","03105378727","00112557178"],"invoice_ids":["inv_260b07e38cc8ded74ad8","inv_34ff3ae3cecbd45f10ce","inv_12c3e90b2f39fd1453e7"],"observation_id":"obs_7cf18f2d53c5f58a2985","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.644,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":1.044,"brightness_factor":1.033,"blur_sigma":0.355,"crop_applied":false,"camera_distance_factors":[0.981,0.883,0.99],"legibility_scale_corrections":[0.0,0.0007,0.0],"final_contrast_stddev":42.8,"jpeg_quality":72,"documents":[{"rotation_deg":-1.741,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.821,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.81,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"DS"}]},"num_invoices":3,"seed":11599651108927849185,"difficulty":"hard","split":"test"}
{"image":"images/606_005388.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00117566562\",\"ncf\":\"E325173461665\",\"fecha_comprobante\":\"20240419\",\"monto_facturado_servicios\":151000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27180.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"EDGAR YSRAEL GUERRERO AYBAR\\nEDGAR YSRAEL GUERRERO AYBAR\\nRNC: 00117566562\\nCLIENTE: MARTINIQUE S A\\nRNC CLIENTE: 122023552\\nFACTURA DE CREDITO FISCAL\\nNCF E325173461665\\nFACTURA NO.: 4583274\\nAUTORIZACION: 885055570\\nTELEFONO: 809-519-2215\\nFECHA: 19/04/2024  HORA: 13:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       23,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    65,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       53,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      151,000.00\\nITBIS RD$      27,180.00\\nTOTAL RD$         178,180.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8180320\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 75900111\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00117566562"],"invoice_ids":["inv_1a4a94dca421bf878f57"],"observation_id":"obs_b1ffd0548cea2a1e7982","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.69,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":1.052,"brightness_factor":0.893,"blur_sigma":0.283,"crop_applied":true,"camera_distance_factors":[0.881],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.33,"jpeg_quality":90,"documents":[{"rotation_deg":-1.586,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4608570476945799826,"difficulty":"medium","split":"train"}
{"image":"images/607_005389.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03400000844\",\"ncf\":\"E310447427203\",\"fecha_comprobante\":\"20250110\",\"monto_facturado\":31823.85,\"itbis_facturado\":5728.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":3091.50,\"efectivo\":40643.64,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EL GUSTO DEL PALADAR\\nRNC EMISOR: 132621107\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARISMENDY RAFAEL ESPINAL\\nRNC CLIENTE: 03400000844\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310447427203\\nFACTURA NO.: 4492870\\nAUTORIZACION: 589783129\\nTELEFONO: 809-388-3148\\nFECHA: 10/01/2025  HORA: 08:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    POLLO A LA PLANCHA\\n                                     510.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  30,915.00\\n    3  UNIDAD    JUGO NATURAL\\n                                     398.85\\n-------------------------------------------\\nBASE IMPONIBLE RD$       31,823.85\\nIMPUESTO ITBIS RD$       5,728.29\\nPROPINA LEGAL RD$     3,091.50\\nTOTAL RD$          40,643.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7104969\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 38101973\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["132621107"],"invoice_ids":["inv_538c9b7666f02a24462f"],"observation_id":"obs_8ae2bf05b6c318991cb4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.9,"augmentation_metadata":{"downscale_factor":0.992,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.977,"brightness_factor":1.024,"blur_sigma":0.075,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":96,"documents":[{"rotation_deg":0.499,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9320610394609924928,"difficulty":"light","split":"train"}
{"image":"images/606_005390.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132304853\",\"ncf\":\"B1518735845\",\"fecha_comprobante\":\"20250628\",\"monto_facturado_servicios\":1118.99,\"monto_facturado_bienes\":19243.50,\"itbis_facturado\":3665.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132111435\",\"ncf\":\"E447209794692\",\"fecha_comprobante\":\"20241023\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":25880.00,\"itbis_facturado\":4658.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132252144\",\"ncf\":\"E315439387820\",\"fecha_comprobante\":\"20240612\",\"monto_facturado_servicios\":947.00,\"monto_facturado_bienes\":6099.00,\"itbis_facturado\":1268.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DON LECHUGA\\nDON LECHUGA SRL\\nRNC EMISOR: 132304853\\nCLIENTE: ROMERO BAEZ MULTI SERVICE SRL\\nRNC CLIENTE: 132209176\\nFACTURA DE CREDITO FISCAL\\nNCF: B1518735845\\nFACTURA NO.: 0887546\\nAUTORIZACION: 623701150\\nTELEFONO: 809-727-7124\\nFECHA: 28/06/2025  HORA: 14:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,358.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,296.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     503.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,118.99\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,086.50\\n-------------------------------------------\\nSUBTOTAL RD$       20,362.49\\nITBIS 18% RD$       3,665.25\\nTOTAL RD$          24,027.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7140955\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 50921471\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTENDENCIA DE HOY\\nTENDENCIA DE HOY SRL\\nRNC EMISOR: 132111435\\nCLIENTE: FRANK ONELIO VICENTE MARTE\\nRNC CLIENTE: 03101704504\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447209794692\\nFACTURA NO.: 8589652\\nAUTORIZACION: 967699836\\nTELEFONO: 809-478-9448\\nFECHA: 23/10/2024  HORA: 10:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            894.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         7,674.00\\n    4  UNIDAD    EQUIPO ELECTRICO            15,536.00\\n    4  UNIDAD    MATERIAL DE OFICINA          1,776.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       25,880.00\\nIMPUESTO ITBIS RD$       4,658.40\\nTOTAL RD$          30,538.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4503269\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 26942299\\nRESUMEN\\nTDH\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nANKLARE INVESTMENTS\\nANKLARE INVESTMENTS SRL\\nRNC EMISOR: 132252144\\nCLIENTE: VARCARTY CONSTRUCCIONES SRL\\nRNC CLIENTE: 131919596\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315439387820\\nFACTURA NO.: 0329060\\nAUTORIZACION: 641300597\\nTELEFONO: 809-393-5806\\nFECHA: 12/06/2024  HORA: 08:47\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    947.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  3,015.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  3,084.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        7,046.00\\nITBIS RD$       1,268.28\\nTOTAL RD$           8,314.28\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7973457\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,12,9],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132304853","132111435","132252144"],"invoice_ids":["inv_f608bb83981974a58c92","inv_ed55992267205e5da962","inv_b800bef65d8126d0d1fe"],"observation_id":"obs_0c3de01528001d899ab3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":3.96,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.006,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":26.21,"jpeg_quality":97,"documents":[{"rotation_deg":0.083,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.014,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.142,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"TDH"},{"kind":"none","text":""}]},"num_invoices":3,"seed":13727203534580885190,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 68745118\\n\\n--- FACTURA ---\\n\\nVILOP PARTES & SOLUCIONES EIRL\\nRNC EMISOR: 130960399\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: UNO INVERSIONES S A\\nRNC CLIENTE: 102623791\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457879606065\\nFACTURA NO.: 7539719\\nAUTORIZACION: 277528691\\nTELEFONO: 809-713-2260\\nFECHA: 03/07/2025  HORA: 18:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     555.90\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,305.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  14,169.95\\n-------------------------------------------\\nSUB-TOTAL RD$       17,030.85\\nITBIS RD$       3,065.55\\nTOTAL RD$          20,096.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2011453\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 60351624\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,3,5],"business_categories":["comercio_general","educacion","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00108540477","132137795","130960399"],"invoice_ids":["inv_e13a7c71f6e3390794b5","inv_183a31c43710ceed70cf","inv_27d97f3ff9aa4f323d2c"],"observation_id":"obs_44b1e23ff6ce7c1f8031","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.951,"brightness_factor":0.993,"blur_sigma":0.033,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.08,"jpeg_quality":93,"documents":[{"rotation_deg":-0.42,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.663,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.548,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":15215108786883943647,"difficulty":"hard","split":"train"}
{"image":"images/606_005408.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00102594561\",\"ncf\":\"E456930933765\",\"fecha_comprobante\":\"20240814\",\"monto_facturado_servicios\":605.00,\"monto_facturado_bienes\":5832.00,\"itbis_facturado\":1158.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132027142\",\"ncf\":\"B0186309423\",\"fecha_comprobante\":\"20251016\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2656.00,\"itbis_facturado\":478.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133705591\",\"ncf\":\"E452399460367\",\"fecha_comprobante\":\"20250528\",\"monto_facturado_servicios\":27285.50,\"monto_facturado_bienes\":10243.95,\"itbis_facturado\":6755.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"PEDRO EMILIO COSS CRIPIN\\nPEDRO EMILIO COSS CRIPIN\\nRNC EMISOR: 00102594561\\nCLIENTE: WORLD EMBLEM DR LLC\\nRNC CLIENTE: 133592711\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456930933765\\nFACTURA NO.: 5477574\\nAUTORIZACION: 196477514\\nTELEFONO: 809-331-7440\\nFECHA: 14/08/2024  HORA: 19:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            660.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            605.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,172.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,437.00\\nITBIS RD$       1,158.66\\nTOTAL RD$           7,595.66\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1777381\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPendiente\\n\\n--- FACTURA ---\\n\\nALEI MULTISERVICIO\\nALEI MULTISERVICIO SRL\\nRNC: 132027142\\nCLIENTE: FUNDACION LAS VELAS\\nRNC CLIENTE: 430343161\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0186309423\\nFACTURA NO.: 9146139\\nAUTORIZACION: 873565814\\nTELEFONO: 809-200-5711\\nFECHA: 16/10/2025  HORA: 10:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,656.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,656.00\\nIMPUESTO ITBIS RD$         478.08\\nTOTAL RD$           3,134.08\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5504187\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 23601751\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nARQUITECTURA CRITICA\\nARQUITECTURA CRITICA SRL\\nRNC 133705591\\nCLIENTE: EQUILIBRIA BIENESTAR INTEGRAL SRL\\nRNC CLIENTE: 133524597\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452399460367\\nFACTURA NO.: 2061893\\nAUTORIZACION: 37178531\\nTELEFONO: 809-737-3903\\nFECHA: 28/05/2025  HORA: 15:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR         9,876.00\\n    1  UNIDAD    BANNER PUBLICITARIO          7,201.00\\n    1  UNIDAD    TARJETAS DE PRESENTACION     3,042.95\\n    1  SERVICIO  ROTULACION EN VINIL         17,409.50\\n----------------------------------------------\\nSUB-TOTAL RD$       37,529.45\\nITBIS RD$       6,755.30\\nTOTAL RD$          44,284.75\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 9425346\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 56656946\\nCANT. UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 84633500\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nPAULA MARGARITA MOYA PAULA\\nRNC EMISOR: 05600266323\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GERMAN AMAURIS REYNA\\nRNC CLIENTE: 02600730861\\nFACTURA DE CREDITO FISCAL\\nNCF: B1598171476\\nFACTURA NO.: 1085043\\nAUTORIZACION: 350877914\\nTELEFONO: 809-872-8444\\nFECHA: 12/02/2025  HORA: 09:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  CURSO     CURSO DE CAPACITACION\\n                                 116,079.95\\n-------------------------------------------\\nSUB-TOTAL RD$      116,079.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$         116,079.95\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6380987\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 38341722\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,5,10,0],"business_categories":["profesional","comercio_general","comercio_general","educacion"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["430086061","132842634","02600570499","05600266323"],"invoice_ids":["inv_56248ccac3dff3c09727","inv_ce639b6cd1ebddff3488","inv_583ff01f31416d034fa0","inv_09905dd8b33be23c74a1"],"observation_id":"obs_06a0c5c9641925876079","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.998,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":27.55,"jpeg_quality":96,"documents":[{"rotation_deg":-0.105,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.124,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.094,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.002,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"FGH"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":946531709349963203,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_005421.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"11900028942\",\"ncf\":\"B1477147131\",\"fecha_comprobante\":\"20250716\",\"monto_facturado\":5506.00,\"itbis_facturado\":991.08,\"impuesto_selectivo_al_consumo\":550.60,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7047.68,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALTO PERFIL\\nRNC EMISOR: 131625231\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YINETTE JOSEFINA HERNANDEZ PAULINO\\nRNC CLIENTE: 11900028942\\nFACTURA DE CREDITO FISCAL\\nNCF: B1477147131\\nFACTURA NO.: 3670163\\nAUTORIZACION: 989770891\\nTELEFONO: 809-617-7244\\nFECHA: 16/07/2025  HORA: 11:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     904.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,602.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,506.00\\nITBIS RD$         991.08\\nIMP. SELECTIVO RD$     550.60\\nTOTAL RD$           7,047.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 345152\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 40172401\\nRECIBIDO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131625231"],"invoice_ids":["inv_a850cf580985a1c80fb3"],"observation_id":"obs_27b436567633dc361d02","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":10.01,"augmentation_metadata":{"downscale_factor":0.826,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.644,"brightness_factor":1.025,"blur_sigma":0.254,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":85,"documents":[{"rotation_deg":0.658,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4577014872082892950,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 34353748\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO 04659 FERNANDO A\\nJUNTA DE CENTRO EDUCATIVO 04659 FERNANDO ARTURO \\nRNC 430363863\\nCLIENTE: GONELL Y GONELL C POR A\\nRNC CLIENTE: 103000134\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456715181300\\nFACTURA NO.: 7066437\\nAUTORIZACION: 224396949\\nTELEFONO: 809-243-3684\\nFECHA: 30/10/2024  HORA: 19:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            752.00\\n    1  UNIDAD    EQUIPO ELECTRICO             5,325.99\\n----------------------------------------------\\nSUBTOTAL RD$        6,077.99\\nITBIS RD$       1,094.04\\nTOTAL RD$           7,172.03\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9620059\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 38018939\\nRESUMEN\\nJDC\\n\\n--- FACTURA ---\\n\\nC&L COMERCIAL 1423\\nC&L COMERCIAL 1423 S.R.L\\nRNC 133755742\\nCLIENTE: OLGA DANITZA FELIZ RODRIGUEZ\\nRNC CLIENTE: 04600373627\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446816581955\\nFACTURA NO.: 9500486\\nAUTORIZACION: 584587534\\nTELEFONO: 809-469-3862\\nFECHA: 23/03/2024  HORA: 11:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            19,716.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,187.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,224.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,363.50\\n----------------------------------------------\\nSUB-TOTAL RD$       26,491.00\\nITBIS RD$       4,768.38\\nTOTAL RD$          31,259.38\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3049999\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 11959734\"}","template_ids":[6,12,3],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["12300168783","430363863","133755742"],"invoice_ids":["inv_d46da192a8e3a34b45a3","inv_830d72af1125b497a540","inv_9efd1aa60bab9049b4af"],"observation_id":"obs_4dab1ff481b77d174f59","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.699,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.856,"brightness_factor":0.914,"blur_sigma":0.717,"crop_applied":false,"camera_distance_factors":[0.921,0.89,0.952],"legibility_scale_corrections":[0.0,0.0013,0.0],"final_contrast_stddev":53.18,"jpeg_quality":89,"documents":[{"rotation_deg":-2.882,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.959,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.321,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"JDC"},{"kind":"none","text":""}]},"num_invoices":3,"seed":11566142771691555885,"difficulty":"hard","split":"train"}
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{"image":"images/606_005428.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131715494\",\"ncf\":\"B1472278746\",\"fecha_comprobante\":\"20240821\",\"monto_facturado_servicios\":26105.00,\"monto_facturado_bienes\":9248.00,\"itbis_facturado\":6363.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"FILMS ELLIANS PRODUZE\\nFILMS ELLIANS PRODUZE SRL\\nRNC: 131715494\\nCLIENTE: INVERSIONES PISCO SRL\\nRNC CLIENTE: 130803641\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1472278746\\nFACTURA NO.: 6780695\\nAUTORIZACION: 357293717\\nTELEFONO: 809-348-2268\\nFECHA: 21/08/2024  HORA: 17:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL          4,771.00\\n    1  SERVICIO  DISENO GRAFICO              21,334.00\\n    2  UNIDAD    BANNER PUBLICITARIO          9,248.00\\n----------------------------------------------\\nSUB-TOTAL RD$       35,353.00\\nITBIS RD$       6,363.54\\nTOTAL RD$          41,716.54\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1563932\\nGRACIAS POR SU COMPRA\"}","template_ids":[2],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131715494"],"invoice_ids":["inv_be056fff5e5d4688e6be"],"observation_id":"obs_786ec8f2e7f0fa2369e3","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.44,"augmentation_metadata":{"downscale_factor":0.738,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.901,"brightness_factor":0.969,"blur_sigma":0.767,"crop_applied":false,"camera_distance_factors":[0.978],"legibility_scale_corrections":[0.0],"final_contrast_stddev":71.99,"jpeg_quality":86,"documents":[{"rotation_deg":-1.422,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11156046855519653667,"difficulty":"medium","split":"train"}
{"image":"images/607_005429.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00116634387\",\"ncf\":\"E457178491023\",\"fecha_comprobante\":\"20240612\",\"monto_facturado\":17907.96,\"itbis_facturado\":3223.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":21131.39,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SENSOR MEDIAGROUP\\nRNC EMISOR: 132768353\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDWIN LEOPOLDO CRUZ ARIAS\\nRNC CLIENTE: 00116634387\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457178491023\\nFACTURA NO.: 6407100\\nAUTORIZACION: 560079020\\nTELEFONO: 809-232-5891\\nFECHA: 12/06/2024  HORA: 17:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     361.99\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,261.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,651.97\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   4,925.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,708.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,907.96\\nITBIS 18% RD$       3,223.43\\nTOTAL RD$          21,131.39\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6295944\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132768353"],"invoice_ids":["inv_b368f0a42f3894c5808c"],"observation_id":"obs_4a3dca206b5f27aa79e8","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.77,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.975,"brightness_factor":0.985,"blur_sigma":0.167,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.98,"jpeg_quality":88,"documents":[{"rotation_deg":0.316,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":500590048555677805,"difficulty":"light","split":"train"}
{"image":"images/606_005430.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"111127149\",\"ncf\":\"B0242135259\",\"fecha_comprobante\":\"20251105\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":26703.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"F C M C POR A\\nF C M C POR A\\nRNC EMISOR: 111127149\\nCLIENTE: NICOLAS LANTIGUA\\nRNC CLIENTE: 07100354716\\nFACTURA DE CREDITO FISCAL\\nNCF B0242135259\\nFACTURA NO.: 4613595\\nAUTORIZACION: 341666795\\nTELEFONO: 809-549-7470\\nFECHA: 05/11/2025  HORA: 12:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    FILTRO DE ACEITE               561.00\\n    2  UNIDAD    BATERIA AUTOMOTRIZ          16,848.00\\n    2  UNIDAD    ACEITE DE MOTOR              1,491.90\\n    3  UNIDAD    JUEGO DE PASTILLAS DE FRENO    7,803.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,703.90\\nITBIS 18% RD$           0.00\\nTOTAL RD$          26,703.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5487624\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 70956557\"}","template_ids":[2],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["111127149"],"invoice_ids":["inv_a15562c81b2c06f473fd"],"observation_id":"obs_b67c27e2abd4bbe679ae","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":7.58,"augmentation_metadata":{"downscale_factor":0.893,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.935,"brightness_factor":0.94,"blur_sigma":0.447,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.41,"jpeg_quality":83,"documents":[{"rotation_deg":-1.664,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7928157589698189176,"difficulty":"hard","split":"train"}
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{"image":"images/607_005467.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133680922\",\"ncf\":\"B0110348219\",\"fecha_comprobante\":\"20240822\",\"monto_facturado\":43988.85,\"itbis_facturado\":7917.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":51906.84,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SODI INDUSTRIAL GROUP\\nRNC EMISOR: 133687283\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BALLENA VERDE GROUP SRL\\nRNC CLIENTE: 133680922\\nFACTURA DE CREDITO FISCAL\\nNCF: B0110348219\\nFACTURA NO.: 0233958\\nAUTORIZACION: 104351977\\nTELEFONO: 809-728-7109\\nFECHA: 22/08/2024  HORA: 17:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    JUEGO DE PASTILLAS DE FRENO   13,958.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,404.00\\n    2  UNIDAD    BATERIA AUTOMOTRIZ          16,732.00\\n    3  UNIDAD    FILTRO DE ACEITE             2,117.85\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     8,777.00\\n----------------------------------------------\\nSUBTOTAL RD$       43,988.85\\nITBIS 18% RD$       7,917.99\\nTOTAL RD$          51,906.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1753701\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["133687283"],"invoice_ids":["inv_a6a7f6c0f9f8b70cc14b"],"observation_id":"obs_342beeacf1cc28bea52b","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.004,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":98,"documents":[{"rotation_deg":0.088,"perspective":0.0,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15298108943479949523,"difficulty":"clean","split":"train"}
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AMABLE QUEZ\\nRNC EMISOR: 04900153935\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PILOGIC SRL\\nRNC CLIENTE: 132176172\\nFACTURA DE CREDITO FISCAL\\nNCF: B0153872624\\nFACTURA NO.: 0826264\\nAUTORIZACION: 104852323\\nTELEFONO: 809-309-5503\\nFECHA: 10/10/2024  HORA: 09:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         84,000.00\\n    1  PROYECTO  DISENO DE PLANOS            57,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      141,500.00\\nITBIS 18% RD$      25,470.00\\nTOTAL RD$         166,970.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3980514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 75907779\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nHANSEL RADHAMES RIVERA MOTA\\nRNC EMISOR: 02601388164\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DARLY PAREDES GONZALEZ\\nRNC CLIENTE: 00201608049\\nFACTURA DE CREDITO FISCAL\\nNCF E455054211539\\nFACTURA NO.: 0526853\\nAUTORIZACION: 391990296\\nTELEFONO: 809-879-9074\\nFECHA: 03/04/2025  HORA: 11:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    JUGO NATURAL                   262.00\\n    5  UNIDAD    POLLO A LA PLANCHA           3,510.00\\n    2  UNIDAD    POSTRE DE LA CASA              573.98\\n    2  UNIDAD    PLATO DEL DIA                  792.00\\n    1  SERVICIO  SERVICIO DE CATERING        38,094.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       43,231.98\\nITBIS 18% RD$       7,781.76\\nTOTAL RD$          51,013.74\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3957114\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,7,3],"business_categories":["comercio_general","profesional","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132870141","04900153935","02601388164"],"invoice_ids":["inv_54e2d8a6a089fd4d421b","inv_0f505410023f255530df","inv_b994ee2afcd1948aeb8f"],"observation_id":"obs_bfb2ba53c13a47890655","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.782,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.645,"brightness_factor":1.038,"blur_sigma":0.527,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.14,"jpeg_quality":91,"documents":[{"rotation_deg":-0.796,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.166,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.183,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"F"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7266405934941034267,"difficulty":"hard","split":"train"}
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{"image":"images/607_005483.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04400091569\",\"ncf\":\"E325373383772\",\"fecha_comprobante\":\"20240430\",\"monto_facturado\":400333.44,\"itbis_facturado\":72060.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":257155.08,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":215238.38,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SILVIO ANTONIO PAULINO REYES\\nRNC EMISOR: 05200021896\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ANTONIO JIMENEZ ABREU\\nRNC CLIENTE: 04400091569\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325373383772\\nFACTURA NO.: 3181700\\nAUTORIZACION: 990344209\\nTELEFONO: 809-467-7489\\nFECHA: 30/04/2024  HORA: 17:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   34,383.95\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    9,063.99\\n    1  SERVICIO  TASACION DE PROPIEDAD       42,943.00\\n    3  MES       ALQUILER DE LOCAL          313,942.50\\n----------------------------------------------\\nSUB-TOTAL RD$      400,333.44\\nIMPUESTO ITBIS RD$      72,060.02\\nTOTAL RD$         472,393.46\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2503709\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 89404498\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nProcesado\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["05200021896"],"invoice_ids":["inv_8149a7df4a3ec6e56126"],"observation_id":"obs_c3a03862b5cdcd2b43d2","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.39,"augmentation_metadata":{"downscale_factor":0.843,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":1.009,"brightness_factor":1.011,"blur_sigma":0.536,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.69,"jpeg_quality":92,"documents":[{"rotation_deg":-2.906,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17478390266718644873,"difficulty":"hard","split":"train"}
{"image":"images/606_005484.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00105288054\",\"ncf\":\"E446877623527\",\"fecha_comprobante\":\"20250726\",\"monto_facturado_servicios\":170500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":30690.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101685824\",\"ncf\":\"B1490473397\",\"fecha_comprobante\":\"20240827\",\"monto_facturado_servicios\":1644.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":295.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FREDY ANTONIO DE LA CRUZ ORTIZ\\nFREDY ANTONIO DE LA CRUZ ORTIZ\\nRNC: 00105288054\\nCLIENTE: WHEREWHAT SRL\\nRNC CLIENTE: 131621872\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446877623527\\nFACTURA NO.: 4192793\\nAUTORIZACION: 457123752\\nTELEFONO: 809-701-4856\\nFECHA: 26/07/2025  HORA: 17:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          10,000.00\\n    1  CASO      REPRESENTACION LEGAL       101,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   59,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      170,500.00\\nIMPUESTO ITBIS RD$      30,690.00\\nTOTAL RD$         201,190.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4916934\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 65792085\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nALMACENES COSTA C X A\\nALMACENES COSTA C X A\\nRNC 101685824\\nCLIENTE: CORPORACION LOSABEC ESTRATEGIAS GLOBALE\\nRNC CLIENTE: 131002481\\nFACTURA DE CREDITO FISCAL\\nNCF: B1490473397\\nFACTURA NO.: 9964877\\nAUTORIZACION: 145547947\\nTELEFONO: 809-825-3134\\nFECHA: 27/08/2024  HORA: 20:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,644.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,644.00\\nITBIS 18% RD$         295.92\\nTOTAL RD$           1,939.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1019561\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 76671643\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nVerificado\"}","template_ids":[4,11],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00105288054","101685824"],"invoice_ids":["inv_996def8bfd664c313993","inv_e43635eee2a8cafe08f9"],"observation_id":"obs_9c867acc23e0a1e44131","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.64,"augmentation_metadata":{"downscale_factor":0.855,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.064,"brightness_factor":0.973,"blur_sigma":0.247,"crop_applied":false,"camera_distance_factors":[0.985,0.909],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":82.74,"jpeg_quality":86,"documents":[{"rotation_deg":-0.806,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.091,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":3744300020125327694,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 97837099\\nOK\\n\\n--- FACTURA ---\\n\\nCOLMADO PANTALEON\\nRNC EMISOR: 06100034922\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUCESORES DE RAFAEL CRUCETA LERAUX\\nRNC CLIENTE: 130130914\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1507305187\\nFACTURA NO.: 7909538\\nAUTORIZACION: 732860483\\nTELEFONO: 809-408-6117\\nFECHA: 15/07/2025  HORA: 13:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n  1.5  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     305.93\\n    1  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     120.95\\n    1  LIBRA     CAFE MOLIDO 1 LB\\n                                     348.00\\n    1  LIBRA     AZUCAR CREMA LIBRA\\n                                      39.00\\n-------------------------------------------\\nSUB-TOTAL RD$          813.88\\nITBIS 18% RD$           0.00\\nTOTAL RD$             813.88\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5667786\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 40598585\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nTIRSO BUENO DE LA CRUZ\\nRNC EMISOR: 06500350035\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SURGICAL ARTS SANTO DOMINGO SRL\\nRNC CLIENTE: 132078543\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312885846340\\nFACTURA NO.: 6107397\\nAUTORIZACION: 223941167\\nTELEFONO: 809-595-5038\\nFECHA: 06/11/2024  HORA: 17:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  28,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   7,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  51,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  31,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      117,500.00\\nITBIS 18% RD$      21,150.00\\nTOTAL RD$         138,650.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2763922\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 56944944\"}","template_ids":[0,5,1],"business_categories":["profesional","colmado_alimentos","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02600490060","06100034922","06500350035"],"invoice_ids":["inv_fd6aa770eb4f553869d7","inv_575fad517ddc59b5289c","inv_c6f9099d0737f7f4113b"],"observation_id":"obs_fd03ca6e14cef75430ed","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.782,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.572,"brightness_factor":1.037,"blur_sigma":0.386,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.34,"jpeg_quality":78,"documents":[{"rotation_deg":-1.26,"perspective":0.008,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.741,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.538,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13631352931043333711,"difficulty":"hard","split":"validation"}
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{"image":"images/606_005490.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430109444\",\"ncf\":\"E329384997524\",\"fecha_comprobante\":\"20240217\",\"monto_facturado_servicios\":187558.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33760.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"130258457\",\"ncf\":\"E452056192986\",\"fecha_comprobante\":\"20250120\",\"monto_facturado_servicios\":19963.00,\"monto_facturado_bienes\":10479.90,\"itbis_facturado\":5479.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FUNDACION DE APOYO JEHOVANISI\\nFUNDACION DE APOYO JEHOVANISI\\nRNC: 430109444\\nCLIENTE: GLAUCO LEONARDO MANZUETA CASTILLO\\nRNC CLIENTE: 02301027799\\nFACTURA DE CREDITO FISCAL\\nNCF: E329384997524\\nFACTURA NO.: 3503921\\nAUTORIZACION: 24607043\\nTELEFONO: 809-232-1373\\nFECHA: 17/02/2024  HORA: 20:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    6  PAGINA    TRADUCCION DE DOCUMENTOS    12,558.00\\n    1  SERVICIO  ELABORACION DE INFORME      24,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    40,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      111,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      187,558.00\\nITBIS RD$      33,760.44\\nTOTAL RD$         221,318.44\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 9533429\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 75158540\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nKENNEDY AUTO IMPORT C POR A\\nKENNEDY AUTO IMPORT C POR A\\nRNC EMISOR: 130258457\\nCLIENTE: FRANCISCO JAVIER PUELLO MOREL\\nRNC CLIENTE: 03100505175\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452056192986\\nFACTURA NO.: 9944292\\nAUTORIZACION: 747255397\\nTELEFONO: 809-939-4197\\nFECHA: 20/01/2025  HORA: 16:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    JUEGO DE PASTILLAS DE FRENO    7,492.00\\n    1  SERVICIO  REPARACION MECANICA          2,639.50\\n    5  UNIDAD    FILTRO DE ACEITE             2,534.95\\n    1  UNIDAD    ACEITE DE MOTOR                452.95\\n    3  SERVICIO  MANTENIMIENTO PREVENTIVO    17,323.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       30,442.90\\nITBIS RD$       5,479.72\\nTOTAL RD$          35,922.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7994569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 32980824\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\"}","template_ids":[12,13],"business_categories":["profesional","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430109444","130258457"],"invoice_ids":["inv_5ce90f81c76586affee4","inv_924cec5f34fd0b4fd56b"],"observation_id":"obs_5ba3f897b84e6311c128","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.0,"augmentation_metadata":{"downscale_factor":0.772,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.826,"brightness_factor":1.049,"blur_sigma":0.522,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.45,"jpeg_quality":86,"documents":[{"rotation_deg":-1.057,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.001,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":16823677691982147589,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 91125885\\n\\n--- FACTURA ---\\n\\nISORIS BATISTA BATISTA\\nISORIS BATISTA BATISTA\\nRNC 03103757427\\nCLIENTE: TORRE AVIA\\nRNC CLIENTE: 430338605\\nFACTURA DE CREDITO FISCAL\\nNCF: B1459576999\\nFACTURA NO.: 3344103\\nAUTORIZACION: 633810865\\nTELEFONO: 809-860-6399\\nFECHA: 19/11/2025  HORA: 13:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO\\n                                     594.50\\n    1  SERVICIO  CORTE Y PEINADO\\n                                   1,262.00\\n    2  UNIDAD    CHAMPU PROFESIONAL\\n                                   3,312.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,168.50\\nITBIS 18% RD$         930.33\\nTOTAL RD$           6,098.83\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3354488\\nGRACIAS POR SU COMPRA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nASODAM\\nASOCIACION DOMINICANA DE ADULTOS MAYORES ASODAM\\nRNC EMISOR: 430187992\\nCLIENTE: CELLULARSTAR C POR A\\nRNC CLIENTE: 102622337\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325510409465\\nFACTURA NO.: 9149948\\nAUTORIZACION: 711912020\\nTELEFONO: 809-803-7873\\nFECHA: 22/03/2025  HORA: 19:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       8,500.00\\n    1  SERVICIO  ASESORIA TECNICA            38,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      101,000.00\\nITBIS 18% RD$      18,180.00\\nTOTAL RD$         119,180.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 766726\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 42616844\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nCLUB RECREATIVO LEAH\\nCLUB RECREATIVO LEAH SRL\\nRNC 131583784\\nCLIENTE: TSVH EVENTOS Y MONTAJES SRL\\nRNC CLIENTE: 133124238\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445667170585\\nFACTURA NO.: 8143305\\nAUTORIZACION: 820235360\\nTELEFONO: 809-300-9981\\nFECHA: 03/07/2024  HORA: 19:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PLATO DEL DIA\\n                                     713.98\\n    5  UNIDAD    JUGO NATURAL\\n                                     665.00\\n    1  UNIDAD    REFRESCO\\n                                     105.00\\n    3  UNIDAD    PIZZA MEDIANA\\n                                   2,718.00\\n    3  UNIDAD    POSTRE DE LA CASA\\n                                     948.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,149.98\\nITBIS 18% RD$         927.00\\nTOTAL RD$           6,076.98\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 5956485\\nGRACIAS POR SU COMPRA\\nCRL\"}","template_ids":[13,0,4,5],"business_categories":["profesional","belleza","profesional","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["430132497","03103757427","430187992","131583784"],"invoice_ids":["inv_6087e704c484dbeff5e2","inv_0db4ac64abf5047a20e7","inv_75739edf4f739c0fc646","inv_91f000c682e50143e290"],"observation_id":"obs_7bc00040f5881ecf768a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.58,"augmentation_metadata":{"downscale_factor":0.658,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.003,"brightness_factor":0.982,"blur_sigma":0.266,"crop_applied":false,"camera_distance_factors":[0.956,0.939,0.894,0.959],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":76.25,"jpeg_quality":79,"documents":[{"rotation_deg":3.481,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.483,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.479,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.959,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"CRL"}]},"num_invoices":4,"seed":3835748264244727708,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_005510.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132310225\",\"ncf\":\"E441389312591\",\"fecha_comprobante\":\"20241121\",\"monto_facturado_servicios\":118500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21330.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ARLENE REYES CONSULTING\\nARLENE REYES CONSULTING SRL\\nRNC EMISOR: 132310225\\nCLIENTE: CARLOS MARTE ENCOFRADOS S A\\nRNC CLIENTE: 106012351\\nFACTURA DE CREDITO FISCAL\\nNCF E441389312591\\nFACTURA NO.: 3924966\\nAUTORIZACION: 244242252\\nTELEFONO: 809-949-9991\\nFECHA: 21/11/2024  HORA: 16:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  15,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  77,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                   7,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  10,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   9,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      118,500.00\\nITBIS RD$      21,330.00\\nTOTAL RD$         139,830.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8483380\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 76984397\\nARC\\nARCHIVADO\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132310225"],"invoice_ids":["inv_87f3d1ee5839e31a9097"],"observation_id":"obs_be108dbaf7303d807f26","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.68,"augmentation_metadata":{"downscale_factor":0.772,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.879,"brightness_factor":0.94,"blur_sigma":0.466,"crop_applied":false,"camera_distance_factors":[0.885],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.0,"jpeg_quality":87,"documents":[{"rotation_deg":-3.667,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"ARC"}]},"num_invoices":1,"seed":13484347918849112560,"difficulty":"medium","split":"train"}
{"image":"images/607_005511.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101478394\",\"ncf\":\"B0189791969\",\"fecha_comprobante\":\"20241108\",\"monto_facturado\":75648.00,\"itbis_facturado\":13616.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":89264.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OKIDOKI GROUP\\nRNC EMISOR: 131467458\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JACQUELINE SUERO ALVAREZ\\nRNC CLIENTE: 00101478394\\nFACTURA DE CREDITO FISCAL\\nNCF: B0189791969\\nFACTURA NO.: 5044430\\nAUTORIZACION: 104691478\\nTELEFONO: 809-949-3614\\nFECHA: 08/11/2024  HORA: 11:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  27,500.00\\n   29  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  35,148.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  13,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       75,648.00\\nITBIS RD$      13,616.64\\nTOTAL RD$          89,264.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8589436\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 22301734\\nOG\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131467458"],"invoice_ids":["inv_3f85cdfe2de7a15eb316"],"observation_id":"obs_61417ac57679dba20873","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":9.55,"augmentation_metadata":{"downscale_factor":0.852,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.91,"brightness_factor":0.963,"blur_sigma":0.478,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.34,"jpeg_quality":85,"documents":[{"rotation_deg":-2.662,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"OG"}]},"num_invoices":1,"seed":9200020567590166628,"difficulty":"hard","split":"train"}
{"image":"images/606_005512.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131695493\",\"ncf\":\"B0289806884\",\"fecha_comprobante\":\"20241201\",\"monto_facturado_servicios\":7303.50,\"monto_facturado_bienes\":4169.90,\"itbis_facturado\":2065.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"GARCIA MENA & ASOCIADOS\\nGARCIA MENA & ASOCIADOS EIRL\\nRNC: 131695493\\nCLIENTE: ZONA CLIMA SRL\\nRNC CLIENTE: 131607381\\nFACTURA DE CREDITO FISCAL\\nNCF B0289806884\\nFACTURA NO.: 4581304\\nAUTORIZACION: 702891547\\nTELEFONO: 809-203-3421\\nFECHA: 01/12/2024  HORA: 09:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                   7,303.50\\n    2  UNIDAD    TARJETAS DE PRESENTACION\\n                                   4,169.90\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,473.40\\nITBIS RD$       2,065.21\\nTOTAL RD$          13,538.61\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4651769\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 16354607\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGMA\"}","template_ids":[1],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131695493"],"invoice_ids":["inv_08ce6bb010fb419b6f26"],"observation_id":"obs_8de1998e0435a9342e07","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":9.32,"augmentation_metadata":{"downscale_factor":0.727,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":1.027,"brightness_factor":0.943,"blur_sigma":0.275,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.57,"jpeg_quality":87,"documents":[{"rotation_deg":-0.092,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"GMA"}]},"num_invoices":1,"seed":15690748216936172360,"difficulty":"hard","split":"train"}
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{"image":"images/606_005516.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430351482\",\"ncf\":\"E324866325222\",\"fecha_comprobante\":\"20251111\",\"monto_facturado_servicios\":1321.99,\"monto_facturado_bienes\":22664.00,\"itbis_facturado\":4317.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO 08536 MAXIMO GOM\\nJUNTA DE CENTRO EDUCATIVO 08536 MAXIMO\\nGOMEZ\\nRNC: 430351482\\nCLIENTE: RAFAELA ALTAGRACIA ESTEVEZ CEDANO\\nRNC CLIENTE: 02800354801\\nFACTURA DE CREDITO FISCAL\\nNCF E324866325222\\nFACTURA NO.: 0022597\\nAUTORIZACION: 374432725\\nTELEFONO: 809-854-6762\\nFECHA: 11/11/2025  HORA: 14:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,321.99\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,584.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,328.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,312.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,439.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,985.99\\nITBIS RD$       4,317.48\\nTOTAL RD$          28,303.47\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9607043\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 94544204\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430351482"],"invoice_ids":["inv_ae1bba028bb40b26be76"],"observation_id":"obs_fa57b975c0eeb51c1774","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.33,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.015,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.04,"jpeg_quality":95,"documents":[{"rotation_deg":-0.118,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16357240922201314802,"difficulty":"clean","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nPAN AMERICAN WORLD AIRWAYS INC\\nRNC EMISOR: 101007372\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: O&C LIMPIEZA PROFUNDA SRL\\nRNC CLIENTE: 132221044\\nFACTURA DE CREDITO FISCAL\\nNCF B1411570272\\nFACTURA NO.: 5792622\\nAUTORIZACION: 775873428\\nTELEFONO: 809-889-2639\\nFECHA: 13/03/2024  HORA: 11:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            11,337.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO         4,182.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,519.50\\nITBIS 18% RD$       2,793.51\\nTOTAL RD$          18,313.01\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6618566\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 51359368\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[4,7,11],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131224059","132384628","101007372"],"invoice_ids":["inv_ae656f6f69e6199f52b0","inv_9b4ccc770f3601722856","inv_d37a48812de22da0ed5b"],"observation_id":"obs_456b442feb6e1c04e92d","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.807,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.667,"brightness_factor":1.096,"blur_sigma":0.493,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.14,"jpeg_quality":79,"documents":[{"rotation_deg":0.736,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.521,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.584,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":3919438627130303669,"difficulty":"hard","split":"train"}
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{"image":"images/607_005521.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101784679\",\"ncf\":\"B1403518933\",\"fecha_comprobante\":\"20240806\",\"monto_facturado\":34971.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":34971.90,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132550315\",\"ncf\":\"B0191302679\",\"fecha_comprobante\":\"20241206\",\"monto_facturado\":163301.00,\"itbis_facturado\":29394.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":192695.18,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430232653\",\"ncf\":\"E310399246030\",\"fecha_comprobante\":\"20250328\",\"monto_facturado\":10277.49,\"itbis_facturado\":1849.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12127.44,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUIS PAULINO TEJADA FELIZ\\nRNC EMISOR: 01900080647\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INTERNACIONAL DE MARMOLES C POR A\\nRNC CLIENTE: 101784679\\nFACTURA DE CREDITO FISCAL\\nNCF: B1403518933\\nFACTURA NO.: 2970107\\nAUTORIZACION: 353952425\\nTELEFONO: 809-631-8445\\nFECHA: 06/08/2024  HORA: 17:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   5,362.50\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  26,751.50\\n    2  QUINTAL   FRUTAS FRESCAS\\n                                   2,771.90\\n    4  UNIDAD    PLATANO BARAHONERO\\n                                      86.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,971.90\\nITBIS RD$           0.00\\nTOTAL RD$          34,971.90\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3801793\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 77176773\\n\\n--- FACTURA ---\\n\\nRESIDENCIAL LOS CONQUISTADORES\\nRNC EMISOR: 430292435\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: THAMY SRL\\nRNC CLIENTE: 132550315\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0191302679\\nFACTURA NO.: 9060027\\nAUTORIZACION: 619460570\\nTELEFONO: 809-243-3939\\nFECHA: 06/12/2024  HORA: 15:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,191.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       41,497.00\\n    1  SERVICIO  COMISION INMOBILIARIA      112,613.00\\n----------------------------------------------\\nSUBTOTAL RD$      163,301.00\\nITBIS 18% RD$      29,394.18\\nTOTAL RD$         192,695.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4109392\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 45621776\\nRecibido\\n\\n--- FACTURA ---\\n\\nYGNACIA LARA DIAZ\\nRNC EMISOR: 00301091690\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE PRODUCTORES LOS\\nCACAOS LA\\nRNC CLIENTE: 430232653\\nFACTURA DE CREDITO FISCAL\\nNCF E310399246030\\nFACTURA NO.: 4614786\\nAUTORIZACION: 707246934\\nTELEFONO: 809-900-7227\\nFECHA: 28/03/2025  HORA: 17:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    TINTE PARA CABELLO\\n                                   4,585.00\\n    1  SERVICIO  CORTE Y PEINADO\\n                                   2,167.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                     962.50\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                   1,406.00\\n    1  UNIDAD    CHAMPU PROFESIONAL\\n                                   1,156.99\\n-------------------------------------------\\nSUB-TOTAL RD$       10,277.49\\nITBIS 18% RD$       1,849.95\\nTOTAL RD$          12,127.44\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2370441\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 83244781\\nENTREGADO\"}","template_ids":[1,2,5],"business_categories":["agricultura","inmobiliario","belleza"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["01900080647","430292435","00301091690"],"invoice_ids":["inv_221fcf090707a5791a89","inv_55049a0308c73ff6b107","inv_4ba8bfe6b0956aa78aaa"],"observation_id":"obs_0870f0f1a5110ca6be62","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.67,"augmentation_metadata":{"downscale_factor":0.821,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.067,"brightness_factor":0.962,"blur_sigma":0.345,"crop_applied":false,"camera_distance_factors":[0.981,0.971,0.883],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.53,"jpeg_quality":88,"documents":[{"rotation_deg":1.663,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.852,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.967,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":242418904615545924,"difficulty":"hard","split":"train"}
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{"image":"images/607_005523.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132224442\",\"ncf\":\"E326922807095\",\"fecha_comprobante\":\"20240323\",\"monto_facturado\":42194.97,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":42194.97,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130747482\",\"ncf\":\"B1559882719\",\"fecha_comprobante\":\"20241020\",\"monto_facturado\":18764.95,\"itbis_facturado\":3377.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":22142.64,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CLINICA DENTAL DR. SANTANA REYES\\nRNC EMISOR: 04800754147\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BENAET GROUP SRL\\nRNC CLIENTE: 132224442\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326922807095\\nFACTURA NO.: 1575085\\nAUTORIZACION: 387963815\\nTELEFONO: 809-353-8239\\nFECHA: 23/03/2024  HORA: 15:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                  19,855.00\\n    3  SERVICIO  EVALUACION ODONTOLOGICA\\n                                   5,910.00\\n    1  SERVICIO  ANALISIS DE LABORATORIO\\n                                   8,380.00\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                   2,905.00\\n    3  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                   5,144.97\\n-------------------------------------------\\nSUB-TOTAL RD$       42,194.97\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          42,194.97\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9666671\\nGRACIAS POR SU COMPRA\\nCDD\\nRecibido\\n\\n--- FACTURA ---\\n\\nCANDIDA SANO JAVIER JAVIER\\nRNC EMISOR: 00200417574\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO ENJOY SRL\\nRNC CLIENTE: 130747482\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1559882719\\nFACTURA NO.: 8276498\\nAUTORIZACION: 38327051\\nTELEFONO: 809-672-1225\\nFECHA: 20/10/2024  HORA: 08:22\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                                 15,397.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                                  3,367.95\\n----------------------------------------------------------\\nSUBTOTAL RD$       18,764.95\\nITBIS RD$       3,377.69\\nTOTAL RD$          22,142.64\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3730547\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 58217502\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,9],"business_categories":["salud","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04800754147","00200417574"],"invoice_ids":["inv_8ed00a0aa8caffdda228","inv_e9e184d6269931634989"],"observation_id":"obs_6ff4c7498e09b3fa51df","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.22,"augmentation_metadata":{"downscale_factor":0.682,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.111,"brightness_factor":0.864,"blur_sigma":0.534,"crop_applied":false,"camera_distance_factors":[0.93,0.905],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":79.38,"jpeg_quality":75,"documents":[{"rotation_deg":3.454,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.225,"perspective":0.035,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"CDD"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5249191076210079247,"difficulty":"medium","split":"train"}
{"image":"images/606_005524.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"01800532903\",\"ncf\":\"E319354268731\",\"fecha_comprobante\":\"20250726\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1018.95,\"itbis_facturado\":25.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ARACELIS ESPINOSA MENDEZ\\nARACELIS ESPINOSA MENDEZ\\nRNC EMISOR: 01800532903\\nCLIENTE: HERNANDEZ CAAMANO C POR A\\nRNC CLIENTE: 130225321\\nFACTURA DE CREDITO FISCAL\\nNCF E319354268731\\nFACTURA NO.: 9060360\\nAUTORIZACION: 565956190\\nTELEFONO: 809-829-2494\\nFECHA: 26/07/2025  HORA: 10:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  LIBRA     QUESO BLANCO DE FREIR LIBRA      585.00\\n    1  UNIDAD    REFRESCO 2.5 LITROS            139.95\\n    4  PAQUETE   ESPAGUETIS PAQUETE 400 G       294.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,018.95\\nITBIS RD$          25.19\\nTOTAL RD$           1,044.14\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5848789\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 47202175\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["01800532903"],"invoice_ids":["inv_61a6e94640dc904fdbb0"],"observation_id":"obs_823c41f3ba33e7429ea7","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.982,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.37,"jpeg_quality":97,"documents":[{"rotation_deg":0.08,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17892151694710054279,"difficulty":"clean","split":"train"}
{"image":"images/607_005525.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00201656873\",\"ncf\":\"E450094576277\",\"fecha_comprobante\":\"20250203\",\"monto_facturado\":21682.00,\"itbis_facturado\":3902.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":25584.76,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131071414\",\"ncf\":\"E446625916894\",\"fecha_comprobante\":\"20250123\",\"monto_facturado\":210500.00,\"itbis_facturado\":37890.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":248390.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430248886\",\"ncf\":\"B0230894499\",\"fecha_comprobante\":\"20250422\",\"monto_facturado\":62500.00,\"itbis_facturado\":11250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":29.97,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":73779.97}],\"ocr\":\"INVERSIONES EL CABALLERO S A\\nRNC EMISOR: 102614482\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIX ANTONIO CEPEDA DURAN\\nRNC CLIENTE: 00201656873\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E450094576277\\nFACTURA NO.: 5998410\\nAUTORIZACION: 373983677\\nTELEFONO: 809-680-2186\\nFECHA: 03/02/2025  HORA: 19:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   21,682.00\\n----------------------------------------------\\nSUB-TOTAL RD$       21,682.00\\nITBIS 18% RD$       3,902.76\\nTOTAL RD$          25,584.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5703586\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 61804366\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nUPFRONT IMPORTACIONES Y SERVICIOS\\nRNC EMISOR: 132123972\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GISP SRL\\nRNC CLIENTE: 131071414\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446625916894\\nFACTURA NO.: 1232027\\nAUTORIZACION: 742782871\\nTELEFONO: 809-259-7574\\nFECHA: 23/01/2025  HORA: 18:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       52,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n    1  SERVICIO  ASESORIA TECNICA            24,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      116,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      210,500.00\\nIMPUESTO ITBIS RD$      37,890.00\\nTOTAL RD$         248,390.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4575269\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 31135280\\n\\n--- FACTURA ---\\n\\nEL POLLO LOCO FRIED CHICKEN AND MORE\\nRNC EMISOR: 130759146\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONDOMINIO TORRE GM V\\nRNC CLIENTE: 430248886\\nFACTURA DE CREDITO FISCAL\\nNCF: B0230894499\\nFACTURA NO.: 6933577\\nAUTORIZACION: 996061331\\nTELEFONO: 809-256-7489\\nFECHA: 22/04/2025  HORA: 15:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  62,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       62,500.00\\nITBIS RD$      11,250.00\\nOTROS IMPUESTOS RD$      29.97\\nTOTAL RD$          73,779.97\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 9165999\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 42689768\"}","template_ids":[4,13,1],"business_categories":["inmobiliario","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["102614482","132123972","130759146"],"invoice_ids":["inv_419ae4fe939aad3a01fd","inv_0a1474d445ff4d9a63fd","inv_e6af46888adb534459a6"],"observation_id":"obs_f129de52abc5ceaafe4e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.892,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.78,"brightness_factor":1.026,"blur_sigma":0.272,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.54,"jpeg_quality":88,"documents":[{"rotation_deg":0.766,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.224,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.664,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":7830087339417900161,"difficulty":"hard","split":"test"}
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{"image":"images/606_005538.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430305332\",\"ncf\":\"B1496183309\",\"fecha_comprobante\":\"20241204\",\"monto_facturado_servicios\":9500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":950.00,\"forma_pago\":1}],\"ocr\":\"FUNDACION ACEVEDO\\nFUNDACION ACEVEDO\\nRNC 430305332\\nCLIENTE: REFRIGERACION UNIVERSAL II SRL\\nRNC CLIENTE: 133256509\\nFACTURA DE CREDITO FISCAL\\nNCF: B1496183309\\nFACTURA NO.: 9780750\\nAUTORIZACION: 917262311\\nTELEFONO: 809-292-5986\\nFECHA: 04/12/2024  HORA: 16:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   9,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$        9,500.00\\nITBIS RD$       1,710.00\\nPROPINA LEGAL RD$       950.00\\nTOTAL RD$          12,160.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3988488\\nGRACIAS POR SU COMPRA\\nVerificado\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430305332"],"invoice_ids":["inv_874ae3c54d22ab16c55c"],"observation_id":"obs_46f8a010730e6568cae7","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.84,"augmentation_metadata":{"downscale_factor":0.737,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.826,"brightness_factor":1.09,"blur_sigma":0.3,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":84,"documents":[{"rotation_deg":0.775,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14618632829705006549,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nIMPRESOS DECA\\nRNC EMISOR: 06600018938\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LOHENMAN EXTERMINADOR 24 HORAS SRL\\nRNC CLIENTE: 132175778\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448699283424\\nFACTURA NO.: 9929927\\nAUTORIZACION: 643744947\\nTELEFONO: 809-976-5951\\nFECHA: 21/11/2024  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   2,337.00\\n    4  UNIDAD    BANNER PUBLICITARIO\\n                                  29,344.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  27,971.00\\n-------------------------------------------\\nSUBTOTAL RD$       59,652.00\\nIMPUESTO ITBIS RD$      10,737.36\\nTOTAL RD$          70,389.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 172573\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nASOCHOITRAURC\\nRNC EMISOR: 430289183\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CASA YOAN MANUEL SRL\\nRNC CLIENTE: 131031838\\nFACTURA DE CREDITO FISCAL\\nNCF: B0190368488\\nFACTURA NO.: 0896310\\nAUTORIZACION: 433568284\\nTELEFONO: 809-393-6387\\nFECHA: 09/04/2024  HORA: 11:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       25,000.00\\nIMPUESTO ITBIS RD$       4,500.00\\nTOTAL RD$          29,500.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 161690\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 51293551\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nBIODEM MEDICAL EQUIPMENTS SRL\\nRNC EMISOR: 133174723\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA PRONTO NY19 EIRL\\nRNC CLIENTE: 132085639\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457472761751\\nFACTURA NO.: 3086396\\nAUTORIZACION: 836460736\\nTELEFONO: 809-637-8745\\nFECHA: 22/07/2024  HORA: 17:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       41,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       41,000.00\\nITBIS 18% RD$       7,380.00\\nTOTAL RD$          48,380.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2519920\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 81061443\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[7,1,4,6],"business_categories":["restaurante","publicidad_impresion","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00100601178","06600018938","430289183","133174723"],"invoice_ids":["inv_e287bd9154426a014e7d","inv_5f2eecf5241e24e8aa40","inv_2f448fe2de839fb213bd","inv_e0dd64c9ec626ec7b561"],"observation_id":"obs_609b4575d61eaddf570e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.0,"brightness_factor":1.01,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":24.9,"jpeg_quality":98,"documents":[{"rotation_deg":0.067,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.059,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.043,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.041,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":6689072848823374938,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_005547.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101726636\",\"ncf\":\"B1406315900\",\"fecha_comprobante\":\"20251209\",\"monto_facturado\":8907.85,\"itbis_facturado\":1060.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6087.03,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3881.02,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PASCUAL DANILO REYNA TEJEDA\\nRNC EMISOR: 01300091970\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE MARTIN FERMIN BRITO\\nRNC CLIENTE: 00101726636\\nFACTURA DE CREDITO FISCAL\\nNCF B1406315900\\nFACTURA NO.: 7783202\\nAUTORIZACION: 539245473\\nTELEFONO: 809-381-4611\\nFECHA: 09/12/2025  HORA: 18:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   FRUTAS FRESCAS               3,017.85\\n    1  SERVICIO  SERVICIO DE COSECHA          5,890.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,907.85\\nIMPUESTO ITBIS RD$       1,060.20\\nTOTAL RD$           9,968.05\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7224119\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 21529509\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nARCHIVADO\"}","template_ids":[10],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["01300091970"],"invoice_ids":["inv_8b56c2a90682694dfc4c"],"observation_id":"obs_162b8a57b4f08e328d46","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.63,"augmentation_metadata":{"downscale_factor":0.641,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.948,"brightness_factor":1.008,"blur_sigma":0.408,"crop_applied":false,"camera_distance_factors":[0.885],"legibility_scale_corrections":[0.0],"final_contrast_stddev":81.49,"jpeg_quality":83,"documents":[{"rotation_deg":2.191,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2273379221914477975,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 59974782\\nDETALLE DE SERVICIOS\\nCOPIA\\n\\n--- FACTURA ---\\n\\nDISTRIBUIDORA HERMANO EDDY\\nDISTRIBUIDORA HERMANO EDDY SRL\\nRNC 132821335\\nCLIENTE: INMOBILIARIA MAR DE PLATA SRL\\nRNC CLIENTE: 132286316\\nFACTURA DE CREDITO FISCAL\\nNCF B0224218748\\nFACTURA NO.: 1092404\\nAUTORIZACION: 97618887\\nTELEFONO: 809-853-1729\\nFECHA: 14/12/2025  HORA: 13:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           726.00\\n    1  UNIDAD    MATERIAL DE OFICINA            842.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         5,470.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,038.00\\nITBIS RD$       1,266.84\\nTOTAL RD$           8,304.84\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 5904046\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 57253593\\nDHE\\n\\n--- FACTURA ---\\n\\nSAVINON SAVINON & ASOCIADOS S A\\nSAVINON SAVINON & ASOCIADOS S A\\nRNC 101812397\\nCLIENTE: GRUPO AZUELA S A\\nRNC CLIENTE: 130174644\\nFACTURA DE CREDITO FISCAL\\nNCF B1506228912\\nFACTURA NO.: 0427121\\nAUTORIZACION: 865233196\\nTELEFONO: 809-416-7361\\nFECHA: 16/02/2025  HORA: 14:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          245,727.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   19,529.99\\n    1  SERVICIO  COMISION INMOBILIARIA       88,944.95\\n----------------------------------------------\\nSUB-TOTAL RD$      354,201.94\\nITBIS RD$           0.00\\nTOTAL RD$         354,201.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4506436\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 47564254\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[4,13,3],"business_categories":["inmobiliario","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132543866","132821335","101812397"],"invoice_ids":["inv_6245d4df75f3dc8049b0","inv_86d62b042a891d4451b3","inv_fd0218bab45ef083d31e"],"observation_id":"obs_167af36318a85b38abec","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.736,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.906,"brightness_factor":1.01,"blur_sigma":0.81,"crop_applied":false,"camera_distance_factors":[0.901,0.899,0.999],"legibility_scale_corrections":[0.0047,0.0,0.0],"final_contrast_stddev":63.72,"jpeg_quality":74,"documents":[{"rotation_deg":4.124,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.591,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.037,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"DHE"},{"kind":"none","text":""}]},"num_invoices":3,"seed":14771333275241279610,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 39759834\\n\\n--- FACTURA ---\\n\\nDELIVERY DEL ESTE S A\\nDELIVERY DEL ESTE S A\\nRNC 130114617\\nCLIENTE: ROSSI NATHALI FALCON\\nRNC CLIENTE: 00301035283\\nFACTURA DE CREDITO FISCAL\\nNCF B0102324271\\nFACTURA NO.: 6847661\\nAUTORIZACION: 464749174\\nTELEFONO: 809-575-8232\\nFECHA: 05/10/2024  HORA: 14:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA        110,000.00\\n   15  PAGINA    TRADUCCION DE DOCUMENTOS    37,545.00\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      172,545.00\\nIMPUESTO ITBIS RD$      31,058.10\\nTOTAL RD$         203,603.10\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 5123313\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 76187969\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nROBERT LEANDRO NIN NIEVES\\nROBERT LEANDRO NIN NIEVES\\nRNC: 02301528473\\nCLIENTE: FRANCIA JACQUELINE GUERRERO\\nBATISTA\\nRNC CLIENTE: 02600634139\\nFACTURA DE CREDITO FISCAL\\nNCF E312846202880\\nFACTURA NO.: 8073005\\nAUTORIZACION: 782265599\\nTELEFONO: 809-860-4530\\nFECHA: 14/06/2024  HORA: 10:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  22,885.50\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                   3,291.80\\n-------------------------------------------\\nSUB-TOTAL RD$       26,177.30\\nIMPUESTO ITBIS RD$       4,711.91\\nPROPINA LEGAL RD$     2,288.55\\nTOTAL RD$          33,177.76\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7020619\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,4,5],"business_categories":["comercio_general","profesional","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00201368636","130114617","02301528473"],"invoice_ids":["inv_b397e4a27086b847d95c","inv_06eb959c17660ef31d12","inv_023e0acd5b5587ad5703"],"observation_id":"obs_ab341c4a6723f6b3ed7f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.0,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.86,"brightness_factor":1.061,"blur_sigma":0.523,"crop_applied":false,"camera_distance_factors":[0.974,0.994,0.908],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.59,"jpeg_quality":88,"documents":[{"rotation_deg":-2.327,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.053,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.167,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13905364870877929564,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 30434744\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nPETRONIO ARMANDO DE JESUS GUZMAN BUOPENSIE\\nPETRONIO ARMANDO DE JESUS GUZMAN BUOPENSIERE\\nRNC EMISOR: 00101024248\\nCLIENTE: 365 CARBONES INTERNACIONALES SRL\\nRNC CLIENTE: 133354802\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321194497399\\nFACTURA NO.: 9901173\\nAUTORIZACION: 439882281\\nTELEFONO: 809-245-9584\\nFECHA: 12/02/2024  HORA: 10:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       39,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       39,000.00\\nITBIS RD$       7,020.00\\nTOTAL RD$          46,020.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9353384\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA ORTEGA ZELLER SRL\\nCONSTRUCTORA ORTEGA ZELLER SRL\\nRNC 105087741\\nCLIENTE: INMOBILIARIA BELIVANNA SAS\\nRNC CLIENTE: 101130148\\nFACTURA DE CREDITO FISCAL\\nNCF B0278033575\\nFACTURA NO.: 9646494\\nAUTORIZACION: 722138641\\nTELEFONO: 809-225-2399\\nFECHA: 04/09/2024  HORA: 09:48\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  FUNDA     CEMENTO GRIS 42.5 KG\\n                                                  2,615.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                                 11,938.00\\n   11  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                  1,231.89\\n    3  GALON     PINTURA ACRILICA SUPERIOR 1 GAL\\n                                                  3,948.00\\n    5  LIBRA     CLAVOS CORRIENTES 2 PULGADAS\\n                                                    444.95\\n----------------------------------------------------------\\nSUB-TOTAL RD$       20,177.84\\nIMPUESTO ITBIS RD$       3,632.01\\nTOTAL RD$          23,809.85\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5980995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 18724762\"}","template_ids":[12,4,9],"business_categories":["profesional","profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131087736","00101024248","105087741"],"invoice_ids":["inv_2c47f4f2559ce41e3158","inv_be65c696049e9403a4ee","inv_8b9b9eafe5c79ee8af61"],"observation_id":"obs_e1a54bb2f38bb704758d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.005,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":28.09,"jpeg_quality":95,"documents":[{"rotation_deg":-0.062,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.061,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.066,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16378626774911749071,"difficulty":"hard","split":"train"}
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{"image":"images/606_005560.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430191345\",\"ncf\":\"E453606784432\",\"fecha_comprobante\":\"20241028\",\"monto_facturado_servicios\":73525.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13234.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132834585\",\"ncf\":\"B1566063119\",\"fecha_comprobante\":\"20250306\",\"monto_facturado_servicios\":70514.80,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12692.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ASOEMPRESUR\\nASOCIACION DE EMPRENDEDORES DE SUR\\nRNC 430191345\\nCLIENTE: AUDITORES Y CONSULTORES JR & ASOCIADOS \\nRNC CLIENTE: 131080553\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453606784432\\nFACTURA NO.: 6455087\\nAUTORIZACION: 358327253\\nTELEFONO: 809-397-3671\\nFECHA: 28/10/2024  HORA: 19:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       28,000.00\\n   15  PAGINA    TRADUCCION DE DOCUMENTOS    35,025.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       73,525.00\\nIMPUESTO ITBIS RD$      13,234.50\\nTOTAL RD$          86,759.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7305290\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 81043516\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nRAGE SIGNS & GRAPHICS\\nRAGE SIGNS & GRAPHICS EIRL\\nRNC 132834585\\nCLIENTE: INTERBOJOS LTD\\nRNC CLIENTE: 130139946\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1566063119\\nFACTURA NO.: 2740134\\nAUTORIZACION: 310958775\\nTELEFONO: 809-601-4293\\nFECHA: 06/03/2025  HORA: 10:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DISENO GRAFICO               8,207.00\\n    4  SERVICIO  ROTULACION EN VINIL         62,307.80\\n----------------------------------------------\\nBASE IMPONIBLE RD$       70,514.80\\nITBIS 18% RD$      12,692.66\\nTOTAL RD$          83,207.46\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2553903\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[4,6],"business_categories":["profesional","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430191345","132834585"],"invoice_ids":["inv_a210dfae6637a3291553","inv_ae3745ca3a453e83a3cc"],"observation_id":"obs_33f4bc135a9cc08db2ad","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":4.64,"augmentation_metadata":{"downscale_factor":0.616,"red_scale":0.938,"blue_scale":1.062,"contrast_factor":0.838,"brightness_factor":1.003,"blur_sigma":0.747,"crop_applied":false,"camera_distance_factors":[0.913,0.923],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":69.12,"jpeg_quality":64,"documents":[{"rotation_deg":-0.226,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.225,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5813222172260314204,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 27860852\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\\n\\n--- FACTURA ---\\n\\nCOOPNATURA\\nRNC EMISOR: 430012343\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PLASTICOS SURENOS SRL\\nRNC CLIENTE: 114014751\\nFACTURA DE CREDITO FISCAL\\nNCF: B0155045673\\nFACTURA NO.: 8397504\\nAUTORIZACION: 332987083\\nTELEFONO: 809-636-5025\\nFECHA: 02/03/2024  HORA: 19:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  16,947.98\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,215.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,937.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     477.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     393.00\\n-------------------------------------------\\nSUB-TOTAL RD$       27,971.43\\nIMPUESTO ITBIS RD$       5,034.86\\nTOTAL RD$          33,006.29\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4116433\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 34943931\\n\\n--- FACTURA ---\\n\\nCORPORACION 95233\\nRNC EMISOR: 130236747\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERATIVA DE PRODUCCION TRABAJO\\nY SER\\nRNC CLIENTE: 430368628\\nFACTURA DE CREDITO FISCAL\\nNCF: B0185253370\\nFACTURA NO.: 1550661\\nAUTORIZACION: 428602066\\nTELEFONO: 809-942-3613\\nFECHA: 13/06/2025  HORA: 19:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,192.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  27,204.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     860.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,445.00\\n-------------------------------------------\\nSUBTOTAL RD$       46,701.00\\nITBIS 18% RD$       8,406.18\\nTOTAL RD$          55,107.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1306383\\nGRACIAS POR SU COMPRA\\nC9\"}","template_ids":[3,5,1],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00100893858","430012343","130236747"],"invoice_ids":["inv_961766358a6e83b13991","inv_e626fe61c263b2197d48","inv_8858fe8a58b1937ffcf6"],"observation_id":"obs_42680269eddd3a3aaa23","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.64,"augmentation_metadata":{"downscale_factor":0.868,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.949,"brightness_factor":1.022,"blur_sigma":0.666,"crop_applied":false,"camera_distance_factors":[0.933,0.952,0.98],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":35.81,"jpeg_quality":85,"documents":[{"rotation_deg":3.651,"perspective":0.035,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.165,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.3,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"C9"}]},"num_invoices":3,"seed":12197001589103320196,"difficulty":"hard","split":"train"}
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{"image":"images/606_005564.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40227907330\",\"ncf\":\"B0141518160\",\"fecha_comprobante\":\"20240810\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3449.75,\"itbis_facturado\":620.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JUAN FRANCISCO DIAZ ALBRINCOLE\\nJUAN FRANCISCO DIAZ ALBRINCOLE\\nRNC EMISOR: 40227907330\\nCLIENTE: TECNICAS AMERICANAS DE ESTUDIO PARA REP\\nRNC CLIENTE: 101872993\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0141518160\\nFACTURA NO.: 2714229\\nAUTORIZACION: 189669777\\nTELEFONO: 809-902-9954\\nFECHA: 10/08/2024  HORA: 18:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         3,449.75\\n----------------------------------------------\\nSUB-TOTAL RD$        3,449.75\\nITBIS 18% RD$         620.96\\nTOTAL RD$           4,070.71\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1592372\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 62744835\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40227907330"],"invoice_ids":["inv_f6fc7c8a7e12a51ce1b8"],"observation_id":"obs_fbdaba6a7ff3b73cbde0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.96,"augmentation_metadata":{"downscale_factor":0.896,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.079,"brightness_factor":1.047,"blur_sigma":0.639,"crop_applied":false,"camera_distance_factors":[0.95],"legibility_scale_corrections":[0.0],"final_contrast_stddev":86.05,"jpeg_quality":91,"documents":[{"rotation_deg":-3.283,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10396556030865794635,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 96537605\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEE\\n\\n--- FACTURA ---\\n\\nIMPRESOS Y PAPELERIA ACUARIO\\nRNC EMISOR: 101605871\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOLANDA SUERO\\nRNC CLIENTE: 01200018446\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448479655388\\nFACTURA NO.: 4781038\\nAUTORIZACION: 49327870\\nTELEFONO: 809-577-9037\\nFECHA: 26/11/2025  HORA: 16:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            814.00\\n----------------------------------------------\\nSUBTOTAL RD$          814.00\\nITBIS RD$         146.52\\nTOTAL RD$             960.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9505576\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[1,5,12],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00106518855","04900006877","101605871"],"invoice_ids":["inv_4fabedd198b15ce1df2b","inv_9014c5622b9dbbadab9e","inv_3a5db1544e1fa105a622"],"observation_id":"obs_f17f0749e4039b3f2c7e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":3.93,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.015,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.42,"jpeg_quality":95,"documents":[{"rotation_deg":-0.126,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.018,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.092,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"EE"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11370784641858972980,"difficulty":"hard","split":"train"}
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{"image":"images/607_005583.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430292062\",\"ncf\":\"B0295839327\",\"fecha_comprobante\":\"20250912\",\"monto_facturado\":11738.50,\"itbis_facturado\":2112.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":997.30,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14848.73,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JESUS PARRILLADA\\nRNC EMISOR: 130617694\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WASHINGTON NATIONALS DOMINICAN\\nOPERATIO\\nRNC CLIENTE: 430292062\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0295839327\\nFACTURA NO.: 3225630\\nAUTORIZACION: 81551430\\nTELEFONO: 809-956-3656\\nFECHA: 12/09/2025  HORA: 16:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    POLLO A LA PLANCHA\\n                                     725.50\\n    5  UNIDAD    JUGO NATURAL\\n                                   1,040.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                   9,973.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,738.50\\nITBIS RD$       2,112.93\\nPROPINA LEGAL RD$       997.30\\nTOTAL RD$          14,848.73\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3808160\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 80560033\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["130617694"],"invoice_ids":["inv_b8cb3c71a5b9ff61e4f4"],"observation_id":"obs_cd42248e63665a996093","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":8.79,"augmentation_metadata":{"downscale_factor":0.881,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.859,"brightness_factor":1.016,"blur_sigma":0.304,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.41,"jpeg_quality":84,"documents":[{"rotation_deg":0.211,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4036947887345719443,"difficulty":"medium","split":"train"}
{"image":"images/606_005584.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131948472\",\"ncf\":\"E313189052631\",\"fecha_comprobante\":\"20241023\",\"monto_facturado_servicios\":147611.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26570.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"COMPAÑIA DE TRANSPORTE ASOCHOVI\\nCOMPAÑIA DE TRANSPORTE ASOCHOVI SRL\\nRNC EMISOR: 131948472\\nCLIENTE: SOLACDOM SRL\\nRNC CLIENTE: 131454666\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313189052631\\nFACTURA NO.: 4208017\\nAUTORIZACION: 800143904\\nTELEFONO: 809-844-9639\\nFECHA: 23/10/2024  HORA: 19:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     SERVICIO DE TRANSPORTE      34,540.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,161.99\\n    1  SERVICIO  GESTION LOGISTICA           27,902.00\\n    4  VIAJE     TRANSPORTE DE CARGA         84,008.00\\n----------------------------------------------\\nSUB-TOTAL RD$      147,611.99\\nIMPUESTO ITBIS RD$      26,570.16\\nTOTAL RD$         174,182.15\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9417536\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[13],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["131948472"],"invoice_ids":["inv_280eb7f6aad9933e6cc0"],"observation_id":"obs_319375239efe8e61711d","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.11,"augmentation_metadata":{"downscale_factor":0.892,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.979,"brightness_factor":0.97,"blur_sigma":0.213,"crop_applied":false,"camera_distance_factors":[0.929],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.29,"jpeg_quality":96,"documents":[{"rotation_deg":1.171,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2019373031562048093,"difficulty":"light","split":"validation"}
{"image":"images/607_005585.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00106684145\",\"ncf\":\"E313427916476\",\"fecha_comprobante\":\"20250524\",\"monto_facturado\":5789.48,\"itbis_facturado\":1042.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":6831.59,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133453436\",\"ncf\":\"E454464473671\",\"fecha_comprobante\":\"20251113\",\"monto_facturado\":5157.50,\"itbis_facturado\":928.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6085.85,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DURANOVA O & R\\nRNC EMISOR: 133681392\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN EULOGIO ORTIZ REYNOSO\\nRNC CLIENTE: 00106684145\\nFACTURA DE CREDITO FISCAL\\nNCF E313427916476\\nFACTURA NO.: 0311576\\nAUTORIZACION: 769651584\\nTELEFONO: 809-533-5795\\nFECHA: 24/05/2025  HORA: 16:57\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    8  UNIDAD    CODO PVC 1/2 PULGADA\\n                                                    368.00\\n    1  QUINTAL   VARILLA CORRUGADA 3/8\\n                                                  3,411.50\\n    2  UNIDAD    CERRADURA DE POMO\\n                                                  2,009.98\\n----------------------------------------------------------\\nSUB-TOTAL RD$        5,789.48\\nIMPUESTO ITBIS RD$       1,042.11\\nTOTAL RD$           6,831.59\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 535068\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 75358397\\n\\n--- FACTURA ---\\n\\nCORINTHIANS CONSULTING GROUP CCG\\nRNC EMISOR: 130729395\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BRETCIA STUDIO SRL\\nRNC CLIENTE: 133453436\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454464473671\\nFACTURA NO.: 0990928\\nAUTORIZACION: 314758651\\nTELEFONO: 809-879-3502\\nFECHA: 13/11/2025  HORA: 20:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,365.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,119.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,673.50\\n-------------------------------------------\\nSUB-TOTAL RD$        5,157.50\\nITBIS 18% RD$         928.35\\nTOTAL RD$           6,085.85\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1604276\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 72589914\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9,5],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["133681392","130729395"],"invoice_ids":["inv_de8de2c17085c8843667","inv_e8b934561debecce5bb0"],"observation_id":"obs_ae97125c29ae53515959","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":5.83,"augmentation_metadata":{"downscale_factor":0.65,"red_scale":1.069,"blue_scale":0.931,"contrast_factor":1.091,"brightness_factor":0.925,"blur_sigma":0.606,"crop_applied":false,"camera_distance_factors":[0.929,0.932],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":79.63,"jpeg_quality":78,"documents":[{"rotation_deg":-4.5,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.762,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":3509191333028691094,"difficulty":"very_hard","split":"train"}
{"image":"images/606_005586.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130354561\",\"ncf\":\"B0107158777\",\"fecha_comprobante\":\"20241121\",\"monto_facturado_servicios\":21913.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"02800885945\",\"ncf\":\"E442813201897\",\"fecha_comprobante\":\"20240327\",\"monto_facturado_servicios\":96000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17280.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133177544\",\"ncf\":\"E319780111070\",\"fecha_comprobante\":\"20240901\",\"monto_facturado_servicios\":159631.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28733.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"COMPANIA COMERCIAL CHEBALLE\\nCOMPANIA COMERCIAL CHEBALLE SRL\\nRNC 130354561\\nCLIENTE: JUAN CARLOS CESPEDES\\nRNC CLIENTE: 03200358863\\nFACTURA DE CREDITO FISCAL\\nNCF B0107158777\\nFACTURA NO.: 8432267\\nAUTORIZACION: 993172397\\nTELEFONO: 809-316-7962\\nFECHA: 21/11/2024  HORA: 13:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   21,913.00\\n----------------------------------------------\\nSUB-TOTAL RD$       21,913.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          21,913.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4848140\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 90401042\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLUIS ANTONIO DE LA ROSA CEDANO\\nLUIS ANTONIO DE LA ROSA CEDANO\\nRNC: 02800885945\\nCLIENTE: SAMPERE & LOPEZ GLOBAL SERVICE SRL\\nRNC CLIENTE: 131500511\\nFACTURA DE CREDITO FISCAL\\nNCF E442813201897\\nFACTURA NO.: 5380259\\nAUTORIZACION: 829409952\\nTELEFONO: 809-355-7462\\nFECHA: 27/03/2024  HORA: 12:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  55,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  20,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  20,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       96,000.00\\nITBIS 18% RD$      17,280.00\\nTOTAL RD$         113,280.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7372345\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 49848541\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nLAD\\n\\n--- FACTURA ---\\n\\nIMPREZION ID\\nIMPREZION ID SRL\\nRNC: 133177544\\nCLIENTE: MARIA CASTRO RODRIGUEZ\\nRNC CLIENTE: 05600961493\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319780111070\\nFACTURA NO.: 7855720\\nAUTORIZACION: 656241785\\nTELEFONO: 809-464-7851\\nFECHA: 01/09/2024  HORA: 09:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  33,000.00\\n   17  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  46,631.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  80,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      159,631.00\\nITBIS RD$      28,733.58\\nTOTAL RD$         188,364.58\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3410454\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 30208303\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nII\\nCargo a oficina\"}","template_ids":[4,1,0],"business_categories":["inmobiliario","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130354561","02800885945","133177544"],"invoice_ids":["inv_ece066366c05441540bd","inv_f4cd29ad7f832acee991","inv_42fb4993604529a7bdb8"],"observation_id":"obs_c8e22c055cb50e0f27a9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.77,"augmentation_metadata":{"downscale_factor":0.628,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.905,"brightness_factor":0.885,"blur_sigma":0.284,"crop_applied":false,"camera_distance_factors":[0.952,0.916,0.961],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":64.89,"jpeg_quality":72,"documents":[{"rotation_deg":-2.542,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.1,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-3.997,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"LAD"},{"kind":"initials","text":"II"}]},"num_invoices":3,"seed":15587676896355281424,"difficulty":"hard","split":"train"}
{"image":"images/607_005587.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02300632375\",\"ncf\":\"E458257333431\",\"fecha_comprobante\":\"20240708\",\"monto_facturado\":55585.00,\"itbis_facturado\":10005.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":4968.30,\"efectivo\":0.00,\"cheque_transferencia_deposito\":70558.60,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130898359\",\"ncf\":\"E319947741657\",\"fecha_comprobante\":\"20240610\",\"monto_facturado\":21888.50,\"itbis_facturado\":3939.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":25828.43},{\"rnc\":\"133552183\",\"ncf\":\"B0176215473\",\"fecha_comprobante\":\"20250308\",\"monto_facturado\":12572.85,\"itbis_facturado\":2263.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14835.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DULCES Y SALADOS\\nRNC EMISOR: 05800220724\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMADO JOSE GUERRERO DIAZ\\nRNC CLIENTE: 02300632375\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458257333431\\nFACTURA NO.: 2017222\\nAUTORIZACION: 159204537\\nTELEFONO: 809-783-7003\\nFECHA: 08/07/2024  HORA: 08:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    JUGO NATURAL                 1,240.00\\n    4  UNIDAD    PLATO DEL DIA                2,122.00\\n    1  SERVICIO  SERVICIO DE CATERING        49,683.00\\n    2  UNIDAD    REFRESCO                       200.00\\n    5  UNIDAD    POLLO A LA PLANCHA           2,340.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       55,585.00\\nITBIS 18% RD$      10,005.30\\nPROPINA LEGAL RD$     4,968.30\\nTOTAL RD$          70,558.60\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4566624\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nREVISADO\\n\\n--- FACTURA ---\\n\\nHANGA COMERCIAL S A\\nRNC EMISOR: 102339597\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRAL PHARMACEUTICAL SRL\\nRNC CLIENTE: 130898359\\nFACTURA DE CREDITO FISCAL\\nNCF E319947741657\\nFACTURA NO.: 1947733\\nAUTORIZACION: 270081407\\nTELEFONO: 809-817-9460\\nFECHA: 10/06/2024  HORA: 13:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     701.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  21,187.50\\n-------------------------------------------\\nSUBTOTAL RD$       21,888.50\\nITBIS 18% RD$       3,939.93\\nTOTAL RD$          25,828.43\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 5139692\\nGRACIAS POR SU COMPRA\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nH. I. S.\\nRNC EMISOR: 101685451\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOCIAL HAUSE SRL\\nRNC CLIENTE: 133552183\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0176215473\\nFACTURA NO.: 6550186\\nAUTORIZACION: 614032933\\nTELEFONO: 809-210-2516\\nFECHA: 08/03/2025  HORA: 13:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   5,732.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,474.85\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,040.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     326.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,572.85\\nIMPUESTO ITBIS RD$       2,263.11\\nTOTAL RD$          14,835.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8421040\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 39925021\"}","template_ids":[10,5,1],"business_categories":["restaurante","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["05800220724","102339597","101685451"],"invoice_ids":["inv_c962df5a609479e3ba7a","inv_db6dbd1e51c52dc2b659","inv_752b587cd817f8dfb5b9"],"observation_id":"obs_57f4a48c2a320208e357","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.42,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.902,"brightness_factor":0.855,"blur_sigma":0.716,"crop_applied":false,"camera_distance_factors":[0.901,0.999,0.979],"legibility_scale_corrections":[0.0111,0.0,0.0],"final_contrast_stddev":51.02,"jpeg_quality":76,"documents":[{"rotation_deg":4.011,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.105,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.918,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":4176013415018784680,"difficulty":"very_hard","split":"train"}
{"image":"images/606_005588.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02601386622\",\"ncf\":\"E313674511432\",\"fecha_comprobante\":\"20251205\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":18955.50,\"itbis_facturado\":3411.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":39.74,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MARIA ALEJANDRA GUERRERO SANTANA\\nMARIA ALEJANDRA GUERRERO SANTANA\\nRNC EMISOR: 02601386622\\nCLIENTE: CRISNELLY NICOOL RINCON SANCHEZ\\nRNC CLIENTE: 40211228396\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313674511432\\nFACTURA NO.: 8290493\\nAUTORIZACION: 251818866\\nTELEFONO: 809-574-8215\\nFECHA: 05/12/2025  HORA: 14:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  18,955.50\\n-------------------------------------------\\nSUBTOTAL RD$       18,955.50\\nIMPUESTO ITBIS RD$       3,411.99\\nOTROS IMPUESTOS RD$      39.74\\nTOTAL RD$          22,407.23\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2677295\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 89396482\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02601386622"],"invoice_ids":["inv_d884c0dd4988d0afd259"],"observation_id":"obs_45ac1079946f905d4d40","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":8.94,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.994,"brightness_factor":0.899,"blur_sigma":0.391,"crop_applied":false,"camera_distance_factors":[0.948],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.57,"jpeg_quality":86,"documents":[{"rotation_deg":1.949,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10344447281632971837,"difficulty":"light","split":"train"}
{"image":"images/607_005589.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101200875\",\"ncf\":\"B0162493037\",\"fecha_comprobante\":\"20241213\",\"monto_facturado\":23203.00,\"itbis_facturado\":4176.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27379.54,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430429831\",\"ncf\":\"B1477045856\",\"fecha_comprobante\":\"20241025\",\"monto_facturado\":74500.00,\"itbis_facturado\":13410.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":87910.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MIGUEL LED\\nRNC EMISOR: 131712772\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIGUEL DANIEL BUENO LOPEZ\\nRNC CLIENTE: 03101200875\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0162493037\\nFACTURA NO.: 6790239\\nAUTORIZACION: 368055119\\nTELEFONO: 809-976-5862\\nFECHA: 13/12/2024  HORA: 17:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,358.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         1,810.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        20,035.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,203.00\\nITBIS RD$       4,176.54\\nTOTAL RD$          27,379.54\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3487252\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 93883519\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMANUEL DE JESUS MATOS REYES\\nRNC EMISOR: 00113440341\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONDOMINIO VIVIENDAS COLECTIVAS\\nRNC CLIENTE: 430429831\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1477045856\\nFACTURA NO.: 2944680\\nAUTORIZACION: 237785981\\nTELEFONO: 809-847-3293\\nFECHA: 25/10/2024  HORA: 16:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       39,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   16,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       9,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       74,500.00\\nITBIS 18% RD$      13,410.00\\nTOTAL RD$          87,910.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2415951\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 68247652\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo almacen\"}","template_ids":[2,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131712772","00113440341"],"invoice_ids":["inv_2709f2419c7fb2611cd6","inv_d7d8476b5ca4d4e6dabb"],"observation_id":"obs_713987abad7be6556653","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.5,"augmentation_metadata":{"downscale_factor":0.821,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.86,"brightness_factor":0.936,"blur_sigma":0.102,"crop_applied":false,"camera_distance_factors":[0.932,0.881],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":63.21,"jpeg_quality":90,"documents":[{"rotation_deg":0.506,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.031,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12418827805248635079,"difficulty":"medium","split":"validation"}
{"image":"images/606_005590.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130698953\",\"ncf\":\"B0239995257\",\"fecha_comprobante\":\"20251120\",\"monto_facturado_servicios\":283000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":50940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130370192\",\"ncf\":\"B1537121471\",\"fecha_comprobante\":\"20240229\",\"monto_facturado_servicios\":49500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8910.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"09200162619\",\"ncf\":\"B0170584319\",\"fecha_comprobante\":\"20251224\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":24690.50,\"itbis_facturado\":4444.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":73.62,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FINANCIAMIENTOS ARIAS PAULINO SRL\\nFINANCIAMIENTOS ARIAS PAULINO SRL\\nRNC EMISOR: 130698953\\nCLIENTE: COLMADO LUCIANO Y MUÑOZ SRL\\nRNC CLIENTE: 131785468\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0239995257\\nFACTURA NO.: 6362937\\nAUTORIZACION: 793351330\\nTELEFONO: 809-674-7881\\nFECHA: 20/11/2025  HORA: 15:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       83,500.00\\n    1  PROYECTO  DISENO DE PLANOS           131,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    41,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      283,000.00\\nIMPUESTO ITBIS RD$      50,940.00\\nTOTAL RD$         333,940.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4311915\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 19487557\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMARTIN PESCADOR\\nMARTIN PESCADOR S A\\nRNC 130370192\\nCLIENTE: VALERYN COMERCIAL EIRL\\nRNC CLIENTE: 131577393\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1537121471\\nFACTURA NO.: 6183364\\nAUTORIZACION: 709652112\\nTELEFONO: 809-290-2315\\nFECHA: 29/02/2024  HORA: 15:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   22,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      16,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      10,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       49,500.00\\nITBIS 18% RD$       8,910.00\\nTOTAL RD$          58,410.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6462613\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 62179963\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nDAVID ABRAHAN FERMIN FERMIN\\nDAVID ABRAHAN FERMIN FERMIN\\nRNC EMISOR: 09200162619\\nCLIENTE: VERONICA YARISOL RUIZ BAEZ\\nRNC CLIENTE: 00300639861\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0170584319\\nFACTURA NO.: 2087092\\nAUTORIZACION: 822234893\\nTELEFONO: 809-409-2948\\nFECHA: 24/12/2025  HORA: 19:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            406.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO        22,605.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,679.00\\n----------------------------------------------\\nSUB-TOTAL RD$       24,690.50\\nITBIS RD$       4,444.29\\nOTROS IMPUESTOS RD$      73.62\\nTOTAL RD$          29,208.41\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4331713\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 15393249\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,11,13],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130698953","130370192","09200162619"],"invoice_ids":["inv_37d4e3bf56145f7f950e","inv_49b0b58377e36809298e","inv_e6f70eb7e1e312e0eb3e"],"observation_id":"obs_a08d0f2ee1f40a876feb","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.84,"augmentation_metadata":{"downscale_factor":0.861,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.027,"brightness_factor":0.934,"blur_sigma":0.274,"crop_applied":false,"camera_distance_factors":[0.982,0.994,0.982],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.32,"jpeg_quality":85,"documents":[{"rotation_deg":-3.539,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.209,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.256,"perspective":0.035,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17616236685253256275,"difficulty":"hard","split":"validation"}
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{"image":"images/606_005592.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131915493\",\"ncf\":\"E455203778789\",\"fecha_comprobante\":\"20250815\",\"monto_facturado_servicios\":177500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":31950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"05100227171\",\"ncf\":\"B0292088945\",\"fecha_comprobante\":\"20240710\",\"monto_facturado_servicios\":97500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17550.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":22.41,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GUMAL GROUP\\nGUMAL GROUP SRL\\nRNC: 131915493\\nCLIENTE: ALTAGRACIA MOYA DIAZ\\nRNC CLIENTE: 04700121231\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455203778789\\nFACTURA NO.: 8616021\\nAUTORIZACION: 297331935\\nTELEFONO: 809-922-3342\\nFECHA: 15/08/2025  HORA: 20:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS      145,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   32,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      177,500.00\\nIMPUESTO ITBIS RD$      31,950.00\\nTOTAL RD$         209,450.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9595001\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEDWIN MANUEL CASTILLO HENRIQUEZ\\nEDWIN MANUEL CASTILLO HENRIQUEZ\\nRNC 05100227171\\nCLIENTE: NUEVA ITACA DE INVERSIONES S A\\nRNC CLIENTE: 130255962\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0292088945\\nFACTURA NO.: 9520600\\nAUTORIZACION: 761358595\\nTELEFONO: 809-977-5376\\nFECHA: 10/07/2024  HORA: 16:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    57,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   40,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       97,500.00\\nITBIS 18% RD$      17,550.00\\nOTROS IMPUESTOS RD$      22.41\\nTOTAL RD$         115,072.41\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1913428\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 71027988\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[4,7],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131915493","05100227171"],"invoice_ids":["inv_4e575a12c94443c61b2e","inv_0ff50cb8307dab4fa548"],"observation_id":"obs_d7911a3c55a1d4411b3e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.945,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.985,"brightness_factor":0.972,"blur_sigma":0.047,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.5,"jpeg_quality":91,"documents":[{"rotation_deg":0.466,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.31,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6964750826766667867,"difficulty":"medium","split":"validation"}
{"image":"images/607_005593.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22300867631\",\"ncf\":\"E441116212875\",\"fecha_comprobante\":\"20250302\",\"monto_facturado\":125671.50,\"itbis_facturado\":22620.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":59916.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":88375.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JAIME MAYOL CABRERA\\nRNC EMISOR: 02600873265\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: STEEVE-PICARD DELINOIS DELINOIS\\nRNC CLIENTE: 22300867631\\nFACTURA DE CREDITO FISCAL\\nNCF: E441116212875\\nFACTURA NO.: 1592955\\nAUTORIZACION: 656113567\\nTELEFONO: 809-635-5740\\nFECHA: 02/03/2025  HORA: 08:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  IMPRESION FULL COLOR\\n                                  55,712.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   4,662.00\\n    3  UNIDAD    TARJETAS DE PRESENTACION\\n                                  10,006.50\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  21,621.00\\n    5  UNIDAD    BANNER PUBLICITARIO\\n                                  33,670.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      125,671.50\\nIMPUESTO ITBIS RD$      22,620.87\\nTOTAL RD$         148,292.37\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 122433\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 68823149\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["02600873265"],"invoice_ids":["inv_464d36d7c46f0683ffa4"],"observation_id":"obs_a97f2f442436b938e668","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":8.44,"augmentation_metadata":{"downscale_factor":0.659,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.662,"brightness_factor":1.108,"blur_sigma":0.251,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.79,"jpeg_quality":88,"documents":[{"rotation_deg":-0.426,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9412309579132826590,"difficulty":"hard","split":"train"}
{"image":"images/606_005594.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00103701421\",\"ncf\":\"B1471606957\",\"fecha_comprobante\":\"20241001\",\"monto_facturado_servicios\":1370.00,\"monto_facturado_bienes\":28428.90,\"itbis_facturado\":5363.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130895996\",\"ncf\":\"B0150836585\",\"fecha_comprobante\":\"20240819\",\"monto_facturado_servicios\":235297.90,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":42353.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132941861\",\"ncf\":\"B1582371782\",\"fecha_comprobante\":\"20250420\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9676.00,\"itbis_facturado\":1741.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JULIO ROBERTO SOBET JABIER\\nJULIO ROBERTO SOBET JABIER\\nRNC EMISOR: 00103701421\\nCLIENTE: MOTO REPUESTOS NERIANNY & CHAN SRL\\nRNC CLIENTE: 131860796\\nFACTURA DE CREDITO FISCAL\\nNCF B1471606957\\nFACTURA NO.: 2253142\\nAUTORIZACION: 807805274\\nTELEFONO: 809-202-9990\\nFECHA: 01/10/2024  HORA: 15:23\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    268.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,370.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    515.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 27,644.95\\n----------------------------------------------------------\\nSUB-TOTAL RD$       29,798.90\\nITBIS RD$       5,363.80\\nTOTAL RD$          35,162.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7069452\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 57890730\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nHOGALA INVESTMENT\\nHOGALA INVESTMENT SRL\\nRNC EMISOR: 130895996\\nCLIENTE: GRUPO BODDEN EIRL\\nRNC CLIENTE: 131656013\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0150836585\\nFACTURA NO.: 9385945\\nAUTORIZACION: 544318098\\nTELEFONO: 809-880-2104\\nFECHA: 19/08/2024  HORA: 19:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      126,420.95\\n    1  MES       ALQUILER DE LOCAL           71,880.00\\n    1  SERVICIO  TASACION DE PROPIEDAD        8,034.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   11,953.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   17,009.00\\n----------------------------------------------\\nSUBTOTAL RD$      235,297.90\\nITBIS 18% RD$      42,353.62\\nTOTAL RD$         277,651.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5584914\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 24462928\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTURKDOM\\nTURKDOM SRL\\nRNC 132941861\\nCLIENTE: ANA ELSY INIRIO\\nRNC CLIENTE: 02800407427\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1582371782\\nFACTURA NO.: 1947096\\nAUTORIZACION: 74104249\\nTELEFONO: 809-678-5515\\nFECHA: 20/04/2025  HORA: 18:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     354.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,033.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,289.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,676.00\\nITBIS 18% RD$       1,741.68\\nTOTAL RD$          11,417.68\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8027312\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 55225728\"}","template_ids":[9,4,5],"business_categories":["comercio_general","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00103701421","130895996","132941861"],"invoice_ids":["inv_3e9ee6208665fab165e3","inv_a14503d73f9f45e642e8","inv_e4129797a9059be28ef2"],"observation_id":"obs_b6e832f2ed3d9843862f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.99,"brightness_factor":0.998,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.94,"jpeg_quality":96,"documents":[{"rotation_deg":0.149,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.106,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.045,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":2139624408897394470,"difficulty":"hard","split":"train"}
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{"image":"images/607_005623.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133341842\",\"ncf\":\"E451592242181\",\"fecha_comprobante\":\"20240209\",\"monto_facturado\":30000.00,\"itbis_facturado\":5400.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":35400.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130081808\",\"ncf\":\"E459503516585\",\"fecha_comprobante\":\"20240725\",\"monto_facturado\":25700.00,\"itbis_facturado\":4626.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":30326.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BOCADOS BY LEONORA\\nRNC EMISOR: 132491467\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES MARVIENTO SRL\\nRNC CLIENTE: 133341842\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451592242181\\nFACTURA NO.: 9513093\\nAUTORIZACION: 196516351\\nTELEFONO: 809-290-7978\\nFECHA: 09/02/2024  HORA: 17:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  30,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       30,000.00\\nITBIS 18% RD$       5,400.00\\nTOTAL RD$          35,400.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4693419\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 66082637\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nBBL\\n\\n--- FACTURA ---\\n\\nJOSE RAFAEL POLANCO PAZ\\nRNC EMISOR: 00105328231\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS CONSTRUCTORES ARIAS ACOSTA S\\nRNC CLIENTE: 130081808\\nFACTURA DE CREDITO FISCAL\\nNCF E459503516585\\nFACTURA NO.: 4975874\\nAUTORIZACION: 17128610\\nTELEFONO: 809-543-5042\\nFECHA: 25/07/2024  HORA: 11:24\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                                 19,409.00\\n    3  UNIDAD    BANNER PUBLICITARIO\\n                                                  6,291.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       25,700.00\\nIMPUESTO ITBIS RD$       4,626.00\\nTOTAL RD$          30,326.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9751036\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 88660852\"}","template_ids":[0,9],"business_categories":["profesional","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132491467","00105328231"],"invoice_ids":["inv_8dde29f519d7e4b8489e","inv_505efa8c3b554f498feb"],"observation_id":"obs_81e48d7f20ea9c3f25be","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.21,"augmentation_metadata":{"downscale_factor":0.888,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.945,"brightness_factor":0.899,"blur_sigma":0.294,"crop_applied":false,"camera_distance_factors":[0.985,0.979],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":52.95,"jpeg_quality":79,"documents":[{"rotation_deg":-2.817,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.974,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"BBL"},{"kind":"none","text":""}]},"num_invoices":2,"seed":4016130944632613870,"difficulty":"medium","split":"validation"}
{"image":"images/606_005624.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132190793\",\"ncf\":\"B1491492611\",\"fecha_comprobante\":\"20240518\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":24932.46,\"itbis_facturado\":4487.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133756331\",\"ncf\":\"B0244405807\",\"fecha_comprobante\":\"20251014\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17948.93,\"itbis_facturado\":3230.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"NETHITS DOMINICANA\\nNETHITS DOMINICANA SRL\\nRNC: 132190793\\nCLIENTE: JM INVENTARIO JUMBOOK SRL\\nRNC CLIENTE: 132983922\\nFACTURA DE CREDITO FISCAL\\nNCF: B1491492611\\nFACTURA NO.: 3437525\\nAUTORIZACION: 488234909\\nTELEFONO: 809-769-6117\\nFECHA: 18/05/2024  HORA: 15:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            18,034.50\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,499.96\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,398.00\\n----------------------------------------------\\nSUBTOTAL RD$       24,932.46\\nITBIS RD$       4,487.84\\nTOTAL RD$          29,420.30\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5738238\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nBY ANDORENI ATELIER\\nBY ANDORENI ATELIER SRL\\nRNC: 133756331\\nCLIENTE: MARTHA ESCALANTE SANTANA\\nRNC CLIENTE: 00100095538\\nFACTURA DE CREDITO FISCAL\\nNCF B0244405807\\nFACTURA NO.: 7929541\\nAUTORIZACION: 389760165\\nTELEFONO: 809-908-5293\\nFECHA: 14/10/2025  HORA: 11:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PANTALON CASUAL\\n                                  12,203.96\\n    3  UNIDAD    CAMISA DE VESTIR\\n                                   5,744.97\\n-------------------------------------------\\nSUB-TOTAL RD$       17,948.93\\nIMPUESTO ITBIS RD$       3,230.81\\nTOTAL RD$          21,179.74\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3339136\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 24486781\\nBAA\"}","template_ids":[2,5],"business_categories":["comercio_general","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132190793","133756331"],"invoice_ids":["inv_96b3b8d604ffe6bc3b9f","inv_b13ef9da77ae54ed02ac"],"observation_id":"obs_16806683568953aaefbc","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.779,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.986,"brightness_factor":0.935,"blur_sigma":0.339,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":84.96,"jpeg_quality":87,"documents":[{"rotation_deg":0.189,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.871,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"BAA"}]},"num_invoices":2,"seed":12009190394229818409,"difficulty":"hard","split":"test"}
{"image":"images/607_005625.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40225318282\",\"ncf\":\"E443797803779\",\"fecha_comprobante\":\"20240901\",\"monto_facturado\":25000.00,\"itbis_facturado\":4500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13095.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16404.38,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CENTRO DE DESARROLLO INTEGRAL LUCES DE ESP\\nRNC EMISOR: 430292761\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JULIO CESAR RAMIREZ UREÑA\\nRNC CLIENTE: 40225318282\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443797803779\\nFACTURA NO.: 0917792\\nAUTORIZACION: 519690063\\nTELEFONO: 809-378-4001\\nFECHA: 01/09/2024  HORA: 13:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       25,000.00\\nITBIS 18% RD$       4,500.00\\nTOTAL RD$          29,500.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6785861\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 81168230\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430292761"],"invoice_ids":["inv_e777e847b36b9f37f8ca"],"observation_id":"obs_56abf9dd3f90eb87a230","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.864,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.649,"brightness_factor":1.099,"blur_sigma":0.463,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.74,"jpeg_quality":82,"documents":[{"rotation_deg":0.368,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3435807259612441622,"difficulty":"medium","split":"train"}
{"image":"images/606_005626.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130524793\",\"ncf\":\"E456289773066\",\"fecha_comprobante\":\"20250624\",\"monto_facturado_servicios\":414.00,\"monto_facturado_bienes\":6632.00,\"itbis_facturado\":1268.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130846431\",\"ncf\":\"E327450603975\",\"fecha_comprobante\":\"20250913\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10572.95,\"itbis_facturado\":1903.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132285565\",\"ncf\":\"B1562035019\",\"fecha_comprobante\":\"20240915\",\"monto_facturado_servicios\":286.00,\"monto_facturado_bienes\":2997.00,\"itbis_facturado\":590.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"COLINAS NEWTON\\nCOLINAS NEWTON S A\\nRNC 130524793\\nCLIENTE: DAYSI YESENIA CEDANO DE BAEZ\\nRNC CLIENTE: 02301385445\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456289773066\\nFACTURA NO.: 4016519\\nAUTORIZACION: 634962060\\nTELEFONO: 809-856-6831\\nFECHA: 24/06/2025  HORA: 13:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,394.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            414.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,114.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         4,124.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,046.00\\nITBIS RD$       1,268.28\\nTOTAL RD$           8,314.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7940479\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDISLA MARISCO DOMINICANO\\nDISLA MARISCO DOMINICANO SRL\\nRNC: 130846431\\nCLIENTE: JOSE RAFAEL BARCELO BISONO\\nRNC CLIENTE: 00118035690\\nFACTURA DE CREDITO FISCAL\\nNCF E327450603975\\nFACTURA NO.: 3018824\\nAUTORIZACION: 853228095\\nTELEFONO: 809-993-3733\\nFECHA: 13/09/2025  HORA: 20:15\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  4,835.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,018.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  4,719.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       10,572.95\\nITBIS RD$       1,903.13\\nTOTAL RD$          12,476.08\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7307613\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 73207097\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\\n\\n--- FACTURA ---\\n\\n7MOUNTAINS\\n7MOUNTAINS SRL\\nRNC EMISOR: 132285565\\nCLIENTE: FERRETERIA LUCHY S A\\nRNC CLIENTE: 130040712\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1562035019\\nFACTURA NO.: 5641369\\nAUTORIZACION: 661495120\\nTELEFONO: 809-228-9380\\nFECHA: 15/09/2024  HORA: 20:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     286.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,997.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,283.00\\nITBIS 18% RD$         590.94\\nTOTAL RD$           3,873.94\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 613384\\nGRACIAS POR SU COMPRA\\n7\"}","template_ids":[2,9,5],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130524793","130846431","132285565"],"invoice_ids":["inv_853be191c6f02aeff265","inv_a30a0aeda54d621e3770","inv_9df2a90490cfc44924e0"],"observation_id":"obs_a8712bee5c61be83547c","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.89,"augmentation_metadata":{"downscale_factor":0.917,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.026,"brightness_factor":0.992,"blur_sigma":0.242,"crop_applied":false,"camera_distance_factors":[0.973,0.933,0.913],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.52,"jpeg_quality":90,"documents":[{"rotation_deg":-1.642,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.439,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.786,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"7"}]},"num_invoices":3,"seed":7549762675113468909,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 10151356\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA DIFERRA\\nCONSTRUCTORA DIFERRA SRL\\nRNC: 133167085\\nCLIENTE: EMIR MEDRANO ELIZO\\nRNC CLIENTE: 00113487813\\nFACTURA DE CREDITO FISCAL\\nNCF: E323580455165\\nFACTURA NO.: 1688438\\nAUTORIZACION: 125535913\\nTELEFONO: 809-754-1899\\nFECHA: 03/02/2025  HORA: 08:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  QUINTAL   VARILLA CORRUGADA 3/8\\n                                   7,230.00\\n    4  DIA       ALQUILER TALADRO PERCUTOR\\n                                   3,332.00\\n    5  UNIDAD    TOMA CORRIENTE DOBLE\\n                                     792.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,354.50\\nITBIS 18% RD$       2,043.81\\nTOTAL RD$          13,398.31\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1790918\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. DESCRIPCION IMPORTE\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nCATY ALEXANDRA VOLQUEZ CUEVAS\\nRNC EMISOR: 02000132841\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INGENIERIA HIGUERITO SRL\\nRNC CLIENTE: 131113801\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0164004674\\nFACTURA NO.: 7760164\\nAUTORIZACION: 307075796\\nTELEFONO: 809-365-3428\\nFECHA: 17/04/2024  HORA: 10:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            36,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      19,000.00\\n    1  PROYECTO  DISENO DE PLANOS            74,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    54,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      200,000.00\\nITBIS 18% RD$      36,000.00\\nTOTAL RD$         236,000.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3913656\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nJINFENG FENG\\nRNC EMISOR: 22400226977\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JULIA RAMONA RIVAS NUÑEZ\\nRNC CLIENTE: 00112273008\\nFACTURA DE CREDITO FISCAL\\nNCF B0296576743\\nFACTURA NO.: 7736411\\nAUTORIZACION: 210971073\\nTELEFONO: 809-675-7306\\nFECHA: 23/02/2024  HORA: 12:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  CORTE Y PEINADO              3,750.00\\n    1  SERVICIO  MANICURA Y PEDICURA            986.99\\n    5  UNIDAD    TINTE PARA CABELLO           3,035.00\\n    1  UNIDAD    CHAMPU PROFESIONAL           1,019.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR          1,631.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       10,422.94\\nIMPUESTO ITBIS RD$       1,876.13\\nTOTAL RD$          12,299.07\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4393388\\nGRACIAS POR SU COMPRA\\nPendiente\"}","template_ids":[7,12,2],"business_categories":["comercio_general","profesional","belleza"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["07100010219","02000132841","22400226977"],"invoice_ids":["inv_b7c40983a74250f6b5a8","inv_51cb850feb43b99cac03","inv_c0adc1845fd643fb52dc"],"observation_id":"obs_ba72c74ae1b1c9db4e57","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.709,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.915,"brightness_factor":0.99,"blur_sigma":0.182,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":55.42,"jpeg_quality":88,"documents":[{"rotation_deg":-0.081,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.957,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.27,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":16691012351850713113,"difficulty":"hard","split":"train"}
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{"image":"images/606_005658.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40225507306\",\"ncf\":\"E314532835059\",\"fecha_comprobante\":\"20240902\",\"monto_facturado_servicios\":607.00,\"monto_facturado_bienes\":4302.98,\"itbis_facturado\":883.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ANGEL ADONIX DE LA CRUZ RODRIGUEZ\\nANGEL ADONIX DE LA CRUZ RODRIGUEZ\\nRNC: 40225507306\\nCLIENTE: G T MOTORS S A\\nRNC CLIENTE: 101193352\\nFACTURA DE CREDITO FISCAL\\nNCF E314532835059\\nFACTURA NO.: 2695254\\nAUTORIZACION: 311846419\\nTELEFONO: 809-366-6712\\nFECHA: 02/09/2024  HORA: 16:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     607.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     831.98\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,471.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,909.98\\nITBIS 18% RD$         883.80\\nTOTAL RD$           5,793.78\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3553542\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40225507306"],"invoice_ids":["inv_150c8f5421403ebb20b1"],"observation_id":"obs_e07e929a1968bf59333c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":10.97,"augmentation_metadata":{"downscale_factor":0.997,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.943,"brightness_factor":0.985,"blur_sigma":0.009,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.23,"jpeg_quality":93,"documents":[{"rotation_deg":0.016,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":18088387194939954249,"difficulty":"light","split":"train"}
{"image":"images/607_005659.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131516521\",\"ncf\":\"B0168289226\",\"fecha_comprobante\":\"20240307\",\"monto_facturado\":195000.00,\"itbis_facturado\":35100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":230100.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132997417\",\"ncf\":\"B0105766548\",\"fecha_comprobante\":\"20250106\",\"monto_facturado\":15189.95,\"itbis_facturado\":2734.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":17924.14,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00114511421\",\"ncf\":\"B0271774766\",\"fecha_comprobante\":\"20240801\",\"monto_facturado\":7707.94,\"itbis_facturado\":1387.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":9095.37}],\"ocr\":\"JULIAN ANTONIO ABRAMSON MILLER\\nRNC EMISOR: 00102834876\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES MAXIMO RUDECINDO &\\nASOCIADO\\nRNC CLIENTE: 131516521\\nFACTURA DE CREDITO FISCAL\\nNCF B0168289226\\nFACTURA NO.: 3884949\\nAUTORIZACION: 200089897\\nTELEFONO: 809-782-5451\\nFECHA: 07/03/2024  HORA: 12:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  75,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  12,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  80,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  28,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      195,000.00\\nITBIS 18% RD$      35,100.00\\nTOTAL RD$         230,100.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8741589\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 19977563\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJAA\\nCOPIA\\n\\n--- FACTURA ---\\n\\nROBLES MERAN INTERACTIVE MEDIA\\nRNC EMISOR: 131810179\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ERHA & ASOCIADOS SRL\\nRNC CLIENTE: 132997417\\nFACTURA DE CREDITO FISCAL\\nNCF B0105766548\\nFACTURA NO.: 0265500\\nAUTORIZACION: 449624493\\nTELEFONO: 809-423-8476\\nFECHA: 06/01/2025  HORA: 17:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                   6,320.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   5,178.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   3,691.95\\n-------------------------------------------\\nSUB-TOTAL RD$       15,189.95\\nITBIS 18% RD$       2,734.19\\nTOTAL RD$          17,924.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9382151\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 33985995\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nSURTIDORA LA GANGA\\nRNC EMISOR: 05600157480\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KATIA MARTINEZ ACOSTA\\nRNC CLIENTE: 00114511421\\nFACTURA DE CREDITO FISCAL\\nNCF: B0271774766\\nFACTURA NO.: 8349031\\nAUTORIZACION: 321001355\\nTELEFONO: 809-668-6292\\nFECHA: 01/08/2024  HORA: 10:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,155.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,551.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,707.94\\nITBIS 18% RD$       1,387.43\\nTOTAL RD$           9,095.37\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 3162829\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 91778505\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0,1],"business_categories":["profesional","publicidad_impresion","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00102834876","131810179","05600157480"],"invoice_ids":["inv_c2e3edca592a8789f1b1","inv_e327a75d9f1ebabe22df","inv_b9215c25c2075f6fea45"],"observation_id":"obs_63dd26f6120194521c37","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":3.84,"augmentation_metadata":{"downscale_factor":0.919,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.942,"brightness_factor":0.975,"blur_sigma":0.091,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.48,"jpeg_quality":89,"documents":[{"rotation_deg":-0.029,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.622,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.386,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JAA"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":4727850253110365713,"difficulty":"hard","split":"train"}
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{"image":"images/606_005668.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40224902169\",\"ncf\":\"E452223266282\",\"fecha_comprobante\":\"20251114\",\"monto_facturado_servicios\":2898.00,\"monto_facturado_bienes\":34751.71,\"itbis_facturado\":6776.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"OLVIS INOA PEREZ\\nOLVIS INOA PEREZ\\nRNC: 40224902169\\nCLIENTE: JTERRERO Y ASOCIADOS SRL\\nRNC CLIENTE: 114014547\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452223266282\\nFACTURA NO.: 4241523\\nAUTORIZACION: 868712013\\nTELEFONO: 809-209-2139\\nFECHA: 14/11/2025  HORA: 20:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     781.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,245.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,898.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,109.75\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  21,615.96\\n-------------------------------------------\\nSUBTOTAL RD$       37,649.71\\nIMPUESTO ITBIS RD$       6,776.95\\nTOTAL RD$          44,426.66\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7443426\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40224902169"],"invoice_ids":["inv_9c60c8c982156c17fea4"],"observation_id":"obs_a4a722072aed6a499b8a","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.08,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":1.022,"brightness_factor":0.889,"blur_sigma":0.036,"crop_applied":false,"camera_distance_factors":[0.911],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.51,"jpeg_quality":94,"documents":[{"rotation_deg":1.439,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5713237989178398924,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 26161532\"}","template_ids":[6,3,9],"business_categories":["profesional","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00100638428","40222364263","00100603430"],"invoice_ids":["inv_859ce949da67f98ce616","inv_18820dc55638b735c6f0","inv_087dde716f40016d91a8"],"observation_id":"obs_fb9716fe8e5a64405ccf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.86,"augmentation_metadata":{"downscale_factor":0.865,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":1.1,"brightness_factor":0.962,"blur_sigma":0.231,"crop_applied":false,"camera_distance_factors":[0.963,0.958,0.994],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":62.43,"jpeg_quality":76,"documents":[{"rotation_deg":-0.365,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.002,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.164,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16761029079280823986,"difficulty":"hard","split":"train"}
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{"image":"images/606_005712.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430042919\",\"ncf\":\"B1543993145\",\"fecha_comprobante\":\"20241006\",\"monto_facturado_servicios\":95000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"ASOCABUFE\\nASOCIACION CAMPESINA LA BUENA FE\\nRNC 430042919\\nCLIENTE: LINE OF SIGHT INTERNATIONAL CORP\\nRNC CLIENTE: 130683867\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1543993145\\nFACTURA NO.: 1041436\\nAUTORIZACION: 293047418\\nTELEFONO: 809-615-4433\\nFECHA: 06/10/2024  HORA: 10:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n    2  DOCUMENT  REDACCION DE CONTRATO       48,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       95,000.00\\nITBIS RD$      17,100.00\\nTOTAL RD$         112,100.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 5155695\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 48346081\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430042919"],"invoice_ids":["inv_49b4749febd7cae4501f"],"observation_id":"obs_2436dfb5b963b343e55b","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.946,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.936,"brightness_factor":0.975,"blur_sigma":0.175,"crop_applied":false,"camera_distance_factors":[0.998],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.4,"jpeg_quality":94,"documents":[{"rotation_deg":-0.698,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5361041103297650136,"difficulty":"light","split":"train"}
{"image":"images/607_005713.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430361941\",\"ncf\":\"E459445822675\",\"fecha_comprobante\":\"20250422\",\"monto_facturado\":30695.90,\"itbis_facturado\":5525.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":36221.16,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05400985270\",\"ncf\":\"E458987762739\",\"fecha_comprobante\":\"20250118\",\"monto_facturado\":177500.00,\"itbis_facturado\":31950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":209450.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02600936088\",\"ncf\":\"E450959248550\",\"fecha_comprobante\":\"20250620\",\"monto_facturado\":17115.90,\"itbis_facturado\":3080.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":20196.76,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BIO CONTROL CAMILA\\nRNC EMISOR: 133676044\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 03328 LA\\nFLOR\\nRNC CLIENTE: 430361941\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459445822675\\nFACTURA NO.: 4535844\\nAUTORIZACION: 121998062\\nTELEFONO: 809-840-9507\\nFECHA: 22/04/2025  HORA: 08:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,050.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,111.90\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                     734.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,800.00\\n-------------------------------------------\\nSUB-TOTAL RD$       30,695.90\\nITBIS RD$       5,525.26\\nTOTAL RD$          36,221.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9365256\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 23998561\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nWEDDING MANSION IN THE TROPICS\\nRNC EMISOR: 131785222\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARCEL DOMINGUEZ SANTOS\\nRNC CLIENTE: 05400985270\\nFACTURA DE CREDITO FISCAL\\nNCF E458987762739\\nFACTURA NO.: 7917318\\nAUTORIZACION: 811628091\\nTELEFONO: 809-892-4807\\nFECHA: 18/01/2025  HORA: 19:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       52,500.00\\n    1  PROYECTO  DISENO DE PLANOS           125,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      177,500.00\\nIMPUESTO ITBIS RD$      31,950.00\\nTOTAL RD$         209,450.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7618017\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 80819419\\nDETALLE DE SERVICIOS\\nRevisado\\n\\n--- FACTURA ---\\n\\nJA EL RICON DEL CHIMI\\nRNC EMISOR: 133423952\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARELIS YOSAIRA VALERIO LUIS\\nRNC CLIENTE: 02600936088\\nFACTURA DE CREDITO FISCAL\\nNCF E450959248550\\nFACTURA NO.: 0299411\\nAUTORIZACION: 76965443\\nTELEFONO: 809-641-7968\\nFECHA: 20/06/2025  HORA: 15:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    POLLO A LA PLANCHA             820.00\\n    1  UNIDAD    REFRESCO                       111.00\\n    2  UNIDAD    JUGO NATURAL                   341.90\\n    3  UNIDAD    POSTRE DE LA CASA              462.00\\n    1  SERVICIO  SERVICIO DE CATERING        15,381.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,115.90\\nIMPUESTO ITBIS RD$       3,080.86\\nTOTAL RD$          20,196.76\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6783592\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[5,4,12],"business_categories":["comercio_general","profesional","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133676044","131785222","133423952"],"invoice_ids":["inv_9934c30627f4c987eb8b","inv_c0123351471debdc261d","inv_57e021ae456227185eaa"],"observation_id":"obs_48d302b2932548e05933","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":4.0,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.01,"brightness_factor":0.917,"blur_sigma":0.392,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":82.91,"jpeg_quality":83,"documents":[{"rotation_deg":1.741,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.305,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.979,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17642191140893064356,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 42682544\\nCOPIA\\n\\n--- FACTURA ---\\n\\nCENTRO DE DESARROLLO INTEGRAL A LA MANERA\\nCENTRO DE DESARROLLO INTEGRAL A LA MANERA\\nDE JES\\nRNC 430214167\\nCLIENTE: GC INMOBILIARIA I SRL\\nRNC CLIENTE: 133749947\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1570730559\\nFACTURA NO.: 3479851\\nAUTORIZACION: 268378129\\nTELEFONO: 809-798-2226\\nFECHA: 21/08/2024  HORA: 18:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  20,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,000.00\\nITBIS 18% RD$       3,600.00\\nTOTAL RD$          23,600.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7317879\\nGRACIAS POR SU COMPRA\\nCDD\"}","template_ids":[1,0,5],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131724752","01900012756","430214167"],"invoice_ids":["inv_ccd38c91cc147b0f69e7","inv_b10e38f3559969eb068f","inv_65b2ace323a04f278a71"],"observation_id":"obs_01a5b7559a042bea373d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.663,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.72,"brightness_factor":1.058,"blur_sigma":0.703,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.75,"jpeg_quality":90,"documents":[{"rotation_deg":0.496,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.773,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.436,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"CDD"}]},"num_invoices":3,"seed":2089871230875407593,"difficulty":"hard","split":"validation"}
{"image":"images/607_005719.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131018785\",\"ncf\":\"E448607311273\",\"fecha_comprobante\":\"20240208\",\"monto_facturado\":100500.00,\"itbis_facturado\":18090.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":118590.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PUBLIMSA\\nRNC EMISOR: 01800157909\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COLDBOX DEL CARIBE SRL\\nRNC CLIENTE: 131018785\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448607311273\\nFACTURA NO.: 9946872\\nAUTORIZACION: 476012479\\nTELEFONO: 809-930-4940\\nFECHA: 08/02/2024  HORA: 15:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       33,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   45,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    22,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      100,500.00\\nITBIS RD$      18,090.00\\nTOTAL RD$         118,590.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2784393\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 42836072\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["01800157909"],"invoice_ids":["inv_c7704cd392fac0078597"],"observation_id":"obs_3e032efda6cff15b8eaf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.46,"augmentation_metadata":{"downscale_factor":0.856,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.887,"brightness_factor":1.008,"blur_sigma":0.794,"crop_applied":false,"camera_distance_factors":[0.995],"legibility_scale_corrections":[0.0],"final_contrast_stddev":64.74,"jpeg_quality":83,"documents":[{"rotation_deg":2.191,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13058941514563347074,"difficulty":"medium","split":"train"}
{"image":"images/606_005720.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00112168000\",\"ncf\":\"E315842418982\",\"fecha_comprobante\":\"20250721\",\"monto_facturado_servicios\":130500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23490.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"122020489\",\"ncf\":\"E441106790385\",\"fecha_comprobante\":\"20250912\",\"monto_facturado_servicios\":389.00,\"monto_facturado_bienes\":2849.95,\"itbis_facturado\":583.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430391158\",\"ncf\":\"B1506503039\",\"fecha_comprobante\":\"20250902\",\"monto_facturado_servicios\":12000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"WILLIAM FRANCISCO SILVA\\nWILLIAM FRANCISCO SILVA\\nRNC: 00112168000\\nCLIENTE: CAROLYN VALERIO LLANO\\nRNC CLIENTE: 03105467991\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315842418982\\nFACTURA NO.: 3156234\\nAUTORIZACION: 343820763\\nTELEFONO: 809-815-6280\\nFECHA: 21/07/2025  HORA: 20:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       37,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    63,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      130,500.00\\nITBIS 18% RD$      23,490.00\\nTOTAL RD$         153,990.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6594362\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 76919141\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOMERCIALIZADORA H S S A\\nCOMERCIALIZADORA H S S A\\nRNC 122020489\\nCLIENTE: RP2 SRL\\nRNC CLIENTE: 133410389\\nFACTURA DE CREDITO FISCAL\\nNCF: E441106790385\\nFACTURA NO.: 3947918\\nAUTORIZACION: 308912056\\nTELEFONO: 809-979-7201\\nFECHA: 12/09/2025  HORA: 19:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,693.99\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,155.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     389.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,238.95\\nITBIS RD$         583.01\\nTOTAL RD$           3,821.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5482574\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_005730.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00119278059\",\"ncf\":\"B1567552617\",\"fecha_comprobante\":\"20240320\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6531.00,\"itbis_facturado\":1175.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"RANSES MIGUEL  JIMENEZ DE LOS SANTOS\\nRANSES MIGUEL  JIMENEZ DE LOS SANTOS\\nRNC EMISOR: 00119278059\\nCLIENTE: AYLLU SOLUTIONS SRL\\nRNC CLIENTE: 132220617\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1567552617\\nFACTURA NO.: 1995086\\nAUTORIZACION: 511030211\\nTELEFONO: 809-594-6212\\nFECHA: 20/03/2024  HORA: 19:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BANNER PUBLICITARIO          6,531.00\\n----------------------------------------------\\nSUBTOTAL RD$        6,531.00\\nITBIS 18% RD$       1,175.58\\nTOTAL RD$           7,706.58\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5152606\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 70804827\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["00119278059"],"invoice_ids":["inv_3622b9cf2ab5395b3f32"],"observation_id":"obs_cd91185822598779a519","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.526,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.855,"brightness_factor":0.979,"blur_sigma":0.841,"crop_applied":true,"camera_distance_factors":[0.915],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.66,"jpeg_quality":68,"documents":[{"rotation_deg":0.815,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9783468259166693174,"difficulty":"very_hard","split":"train"}
{"image":"images/607_005731.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430142182\",\"ncf\":\"E459360271832\",\"fecha_comprobante\":\"20240314\",\"monto_facturado\":98500.00,\"itbis_facturado\":17730.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":116230.00}],\"ocr\":\"R & V INGENIEROS Y ASOCIADOS\\nRNC EMISOR: 123005891\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION COMUNITARIA FAMILIA DE ESPERA\\nRNC CLIENTE: 430142182\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459360271832\\nFACTURA NO.: 9515930\\nAUTORIZACION: 897321819\\nTELEFONO: 809-224-8057\\nFECHA: 14/03/2024  HORA: 16:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            39,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      16,500.00\\n    3  VISITA    INSPECCION TECNICA          30,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       98,500.00\\nITBIS RD$      17,730.00\\nTOTAL RD$         116,230.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 752423\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 97115740\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["123005891"],"invoice_ids":["inv_56259388decd47f416a5"],"observation_id":"obs_6d61a8f26244e85e4c1e","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.35,"augmentation_metadata":{"downscale_factor":0.599,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.87,"brightness_factor":1.071,"blur_sigma":0.717,"crop_applied":false,"camera_distance_factors":[0.895],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.53,"jpeg_quality":78,"documents":[{"rotation_deg":5.032,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":657185330083357116,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_005732.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02301494296\",\"ncf\":\"E449271743424\",\"fecha_comprobante\":\"20250521\",\"monto_facturado_servicios\":183000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"03200333577\",\"ncf\":\"B0137677819\",\"fecha_comprobante\":\"20241104\",\"monto_facturado_servicios\":179175.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32251.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133541718\",\"ncf\":\"E445877584868\",\"fecha_comprobante\":\"20250917\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2695.00,\"itbis_facturado\":485.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"ESMARLIN YANIRA ULLOA RAMIREZ\\nESMARLIN YANIRA ULLOA RAMIREZ\\nRNC 02301494296\\nCLIENTE: MAIRENI ALTAGRACIA FLORES ABREU\\nRNC CLIENTE: 04701399653\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449271743424\\nFACTURA NO.: 2146763\\nAUTORIZACION: 786924828\\nTELEFONO: 809-743-2619\\nFECHA: 21/05/2025  HORA: 12:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            31,000.00\\n    1  PROYECTO  DISENO DE PLANOS           127,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   25,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      183,000.00\\nITBIS RD$      32,940.00\\nTOTAL RD$         215,940.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 251367\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 76315451\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\\n\\n--- FACTURA ---\\n\\nAYONAIRY ANTONIO LLANO MUÑOZ\\nAYONAIRY ANTONIO LLANO MUÑOZ\\nRNC: 03200333577\\nCLIENTE: ANGELA FRIAS THEN THEN\\nRNC CLIENTE: 00112258157\\nFACTURA DE CREDITO FISCAL\\nNCF B0137677819\\nFACTURA NO.: 1356207\\nAUTORIZACION: 641828717\\nTELEFONO: 809-302-7590\\nFECHA: 04/11/2024  HORA: 19:25\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                                 12,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES\\n                                                 13,000.00\\n   25  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 59,675.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                 74,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                 20,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      179,175.00\\nIMPUESTO ITBIS RD$      32,251.50\\nTOTAL RD$         211,426.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9534973\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 21061674\\n\\n--- FACTURA ---\\n\\nEL DINERO SPORT\\nEL DINERO SPORT SRL\\nRNC: 133541718\\nCLIENTE: TRONCOSO GOURMET SRL\\nRNC CLIENTE: 131375911\\nFACTURA DE CREDITO FISCAL\\nNCF E445877584868\\nFACTURA NO.: 7843118\\nAUTORIZACION: 409998136\\nTELEFONO: 809-466-9096\\nFECHA: 17/09/2025  HORA: 09:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     831.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   1,864.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,695.00\\nIMPUESTO ITBIS RD$         485.10\\nTOTAL RD$           3,180.10\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 4851358\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 42318747\"}","template_ids":[2,9,5],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02301494296","03200333577","133541718"],"invoice_ids":["inv_c179e19fd43a9d12aff9","inv_c10bb4a310ea5ef18807","inv_88e4b455d14966c302e3"],"observation_id":"obs_6893d87d9257ce528ae0","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":1.104,"brightness_factor":0.961,"blur_sigma":0.202,"crop_applied":false,"camera_distance_factors":[0.924,0.93,0.999],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.12,"jpeg_quality":91,"documents":[{"rotation_deg":-1.714,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.55,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.757,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15783244567558491262,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 23001314\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGMM\\n\\n--- FACTURA ---\\n\\nSOLUCIONES ISLA\\nRNC EMISOR: 130693986\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS MANUEL MARTINEZ CASTILLO\\nRNC CLIENTE: 00102630795\\nFACTURA DE CREDITO FISCAL\\nNCF E327854531542\\nFACTURA NO.: 1664383\\nAUTORIZACION: 429437255\\nTELEFONO: 809-366-7711\\nFECHA: 17/08/2025  HORA: 15:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   18,000.00\\n    2  DOCUMENT  REDACCION DE CONTRATO       84,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      22,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      124,000.00\\nITBIS RD$      22,320.00\\nTOTAL RD$         146,320.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 2023883\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nMODENA PLATINUM MOTORS AUTOPARTES\\nRNC EMISOR: 132769937\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO ANTONIO NICASIO MAYOL\\nRNC CLIENTE: 03300048513\\nFACTURA DE CREDITO FISCAL\\nNCF B0292021631\\nFACTURA NO.: 8265699\\nAUTORIZACION: 771143602\\nTELEFONO: 809-267-1030\\nFECHA: 01/07/2024  HORA: 19:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,412.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,879.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,119.96\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  32,902.50\\n-------------------------------------------\\nSUBTOTAL RD$       53,313.96\\nIMPUESTO ITBIS RD$       9,596.51\\nTOTAL RD$          62,910.47\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6540784\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 30906480\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nAGUSTINA ALCANTARA LUCIANO\\nRNC EMISOR: 00101311967\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE CRONISTA DE ARTE\\nRNC CLIENTE: 401503158\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0247035162\\nFACTURA NO.: 9539444\\nAUTORIZACION: 854386415\\nTELEFONO: 809-441-9537\\nFECHA: 01/05/2025  HORA: 11:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA    7,500.00\\n    1  PROYECTO  DISENO DE PLANOS            67,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       42,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      116,500.00\\nITBIS 18% RD$      20,970.00\\nOTROS IMPUESTOS RD$      37.68\\nTOTAL RD$         137,507.68\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3138723\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 14283478\\n\\n--- FACTURA ---\\n\\nFIDEICOMISO INMOBILIARIO BAZAAR PLAZA\\nFIDEICOMISO INMOBILIARIO BAZAAR PLAZA\\nRNC 133113953\\nCLIENTE: AG CONSTRUCOES E SERVICOS SA\\nRNC CLIENTE: 132862058\\nFACTURA DE CREDITO FISCAL\\nNCF: B1540816642\\nFACTURA NO.: 7478214\\nAUTORIZACION: 858050185\\nTELEFONO: 809-496-1094\\nFECHA: 02/12/2024  HORA: 15:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    BOMBILLO LED 9 W\\n                                     632.00\\n    4  METRO3    ARENA GRIS LAVADA GRUESA\\n                                   9,887.96\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   3,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,519.96\\nIMPUESTO ITBIS RD$       2,433.59\\nTOTAL RD$          15,953.55\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7912179\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 47001530\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nHOEHUSA\\nHOGAR ESCUELA EL HUMILDE SAMARITANO\\nRNC 430002216\\nCLIENTE: KEISER ENTERPRISE SRL\\nRNC CLIENTE: 131046347\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327958634983\\nFACTURA NO.: 3269667\\nAUTORIZACION: 377244561\\nTELEFONO: 809-297-6139\\nFECHA: 12/06/2025  HORA: 08:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       36,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       36,000.00\\nITBIS 18% RD$       6,480.00\\nTOTAL RD$          42,480.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5849375\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,1,4],"business_categories":["comercio_general","construccion_ferreteria","profesional"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["133384663","133113953","430002216"],"invoice_ids":["inv_f4c3560de26457fd7eed","inv_bd32cc00e51d0f33a277","inv_433a4745c3cbd35bb068"],"observation_id":"obs_dd7fda89d7328ba324ff","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.011,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.1,"jpeg_quality":95,"documents":[{"rotation_deg":-0.129,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.063,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.136,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2014324071028104147,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 89646294\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nNPA\\n\\n--- FACTURA ---\\n\\nJUAN ELADIO CASTILLO SANTANA\\nJUAN ELADIO CASTILLO SANTANA\\nRNC: 02800061851\\nCLIENTE: CASA MACUI SRL\\nRNC CLIENTE: 132592212\\nFACTURA DE CREDITO FISCAL\\nNCF B0219980731\\nFACTURA NO.: 2791257\\nAUTORIZACION: 309377684\\nTELEFONO: 809-932-9696\\nFECHA: 04/12/2024  HORA: 10:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 124,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 103,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      227,000.00\\nIMPUESTO ITBIS RD$      40,860.00\\nOTROS IMPUESTOS RD$      39.41\\nTOTAL RD$         267,899.41\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 451708\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 40337909\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nLINEN BY GME\\nLINEN BY GME SRL\\nRNC: 133213346\\nCLIENTE: ASOCIACION DE ESTUDIANTES UNIVERSITARIO\\nRNC CLIENTE: 430142093\\nFACTURA DE CREDITO FISCAL\\nNCF B1559169041\\nFACTURA NO.: 4561291\\nAUTORIZACION: 286594996\\nTELEFONO: 809-719-5652\\nFECHA: 28/06/2025  HORA: 20:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,772.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,603.95\\n    5  UNIDAD    MATERIAL DE OFICINA          6,382.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO        12,960.00\\n    5  UNIDAD    EQUIPO ELECTRICO            28,690.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       51,408.45\\nIMPUESTO ITBIS RD$       9,253.52\\nTOTAL RD$          60,661.97\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2184959\\nGRACIAS POR SU COMPRA\"}","template_ids":[12,5,1,2],"business_categories":["inmobiliario","comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["101798582","00101680601","02800061851","133213346"],"invoice_ids":["inv_513b4277651209745e83","inv_53944f41d05d87f73a59","inv_b9a807cafce89d46b58d","inv_4cafd6bd939798f0dd3c"],"observation_id":"obs_bd67b847e1a048cb7e1e","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.67,"augmentation_metadata":{"downscale_factor":0.979,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":1.041,"brightness_factor":1.019,"blur_sigma":0.345,"crop_applied":false,"camera_distance_factors":[0.94,0.921,0.956,0.905],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":21.22,"jpeg_quality":90,"documents":[{"rotation_deg":0.987,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.088,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.505,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.627,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ICS"},{"kind":"initials","text":"NPA"},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":9363616007991571094,"difficulty":"very_hard","split":"test"}
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{"image":"images/607_005763.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131294642\",\"ncf\":\"E441793407117\",\"fecha_comprobante\":\"20251204\",\"monto_facturado\":355.00,\"itbis_facturado\":63.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":418.90},{\"rnc\":\"131542778\",\"ncf\":\"B1568551476\",\"fecha_comprobante\":\"20241102\",\"monto_facturado\":3446.00,\"itbis_facturado\":580.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4026.32,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130726051\",\"ncf\":\"B0188943182\",\"fecha_comprobante\":\"20250528\",\"monto_facturado\":202500.00,\"itbis_facturado\":36450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":238950.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IMPORTADORA GLORIA ZHENG\\nRNC EMISOR: 131793541\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERRETERIA EL SERRUCHO SRL\\nRNC CLIENTE: 131294642\\nFACTURA DE CREDITO FISCAL\\nNCF: E441793407117\\nFACTURA NO.: 9930564\\nAUTORIZACION: 994991799\\nTELEFONO: 809-403-1747\\nFECHA: 04/12/2025  HORA: 11:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     355.00\\n-------------------------------------------\\nSUB-TOTAL RD$          355.00\\nIMPUESTO ITBIS RD$          63.90\\nTOTAL RD$             418.90\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 2279199\\nGRACIAS POR SU COMPRA\\nIGZ\\nPAGADO\\n\\n--- FACTURA ---\\n\\nD STOP SUPER BODEGA\\nRNC EMISOR: 05601036725\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE CAPACITACION MEDICO\\nNUTRICION\\nRNC CLIENTE: 131542778\\nFACTURA DE CREDITO FISCAL\\nNCF: B1568551476\\nFACTURA NO.: 4970244\\nAUTORIZACION: 315034624\\nTELEFONO: 809-333-9536\\nFECHA: 02/11/2024  HORA: 17:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    6  LIBRA     HARINA DE TRIGO LIBRA\\n                                     222.00\\n    4  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   3,224.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,446.00\\nITBIS 18% RD$         580.32\\nTOTAL RD$           4,026.32\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9285613\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nROSA MARIA MUÑOZ BLANCO\\nRNC EMISOR: 00100823301\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MACCARTNEY CANOVA AND MADISON LAWYERS C\\nRNC CLIENTE: 130726051\\nFACTURA DE CREDITO FISCAL\\nNCF: B0188943182\\nFACTURA NO.: 4750478\\nAUTORIZACION: 634970132\\nTELEFONO: 809-498-6080\\nFECHA: 28/05/2025  HORA: 11:16\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                 45,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                120,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                                 30,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                                  7,500.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      202,500.00\\nIMPUESTO ITBIS RD$      36,450.00\\nTOTAL RD$         238,950.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6260581\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_005804.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101813042\",\"ncf\":\"E444256707187\",\"fecha_comprobante\":\"20251020\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14082.78,\"itbis_facturado\":2534.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"04900816614\",\"ncf\":\"E319621112229\",\"fecha_comprobante\":\"20240301\",\"monto_facturado_servicios\":62500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"RAM INGENIERIA C POR A\\nRAM INGENIERIA C POR A\\nRNC 101813042\\nCLIENTE: CABRERA LOPEZ PHARMA SRL\\nRNC CLIENTE: 131825435\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444256707187\\nFACTURA NO.: 3602182\\nAUTORIZACION: 842621730\\nTELEFONO: 809-640-8618\\nFECHA: 20/10/2025  HORA: 08:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             6,981.00\\n    1  UNIDAD    MATERIAL DE OFICINA            938.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,407.80\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            755.98\\n----------------------------------------------\\nBASE IMPONIBLE RD$       14,082.78\\nIMPUESTO ITBIS RD$       2,534.90\\nTOTAL RD$          16,617.68\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 495379\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 58000720\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\\nProcesado\\n\\n--- FACTURA ---\\n\\nINVERSIONES D Y B\\nDANIEL LEONEL RAMOS BRAZOBAN\\nRNC EMISOR: 04900816614\\nCLIENTE: D JMLV COMEDOR LA PARADITA SRL\\nRNC CLIENTE: 133493705\\nFACTURA DE CREDITO FISCAL\\nNCF: E319621112229\\nFACTURA NO.: 7091455\\nAUTORIZACION: 249333339\\nTELEFONO: 809-388-6895\\nFECHA: 01/03/2024  HORA: 12:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    62,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       62,500.00\\nITBIS 18% RD$      11,250.00\\nTOTAL RD$          73,750.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 5040710\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 14305244\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[3,7],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101813042","04900816614"],"invoice_ids":["inv_ed8711145e50d4e4433d","inv_4252547c294427f20475"],"observation_id":"obs_669b37cc2e6c7186eec8","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.87,"augmentation_metadata":{"downscale_factor":0.831,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":1.077,"brightness_factor":0.926,"blur_sigma":0.323,"crop_applied":false,"camera_distance_factors":[0.937,0.923],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.55,"jpeg_quality":96,"documents":[{"rotation_deg":-1.286,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.43,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6022546772122508179,"difficulty":"medium","split":"validation"}
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{"image":"images/606_005806.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133004461\",\"ncf\":\"E441043910565\",\"fecha_comprobante\":\"20241228\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":19494.50,\"itbis_facturado\":3509.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SAGRIMGRO\\nSAGRIMGRO SRL\\nRNC: 133004461\\nCLIENTE: DIOGENES DARIO GARCIA ROSARIO\\nRNC CLIENTE: 04800639249\\nFACTURA DE CREDITO FISCAL\\nNCF: E441043910565\\nFACTURA NO.: 5301925\\nAUTORIZACION: 98295667\\nTELEFONO: 809-868-9209\\nFECHA: 28/12/2024  HORA: 09:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,380.00\\n    1  UNIDAD    EQUIPO ELECTRICO             7,892.00\\n    5  UNIDAD    MATERIAL DE OFICINA         10,222.50\\n----------------------------------------------\\nSUB-TOTAL RD$       19,494.50\\nITBIS 18% RD$       3,509.01\\nTOTAL RD$          23,003.51\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 525765\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 16234586\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133004461"],"invoice_ids":["inv_6eae96ab075473645905"],"observation_id":"obs_f044db13b356b34a226e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.983,"brightness_factor":0.983,"blur_sigma":0.192,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.17,"jpeg_quality":90,"documents":[{"rotation_deg":0.174,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15298071141124928047,"difficulty":"light","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 19669188\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA GAMIDIEL\\nRNC EMISOR: 133545063\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TYS TRANSPORTES Y SERVICIOS EIRL\\nRNC CLIENTE: 130242437\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319201755765\\nFACTURA NO.: 8577944\\nAUTORIZACION: 146949702\\nTELEFONO: 809-814-3648\\nFECHA: 16/06/2024  HORA: 17:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,000.00\\nIMPUESTO ITBIS RD$       2,340.00\\nTOTAL RD$          15,340.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8542067\\nGRACIAS POR SU COMPRA\\nCANT. UND. 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{"image":"images/606_005834.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22400805135\",\"ncf\":\"E312546010150\",\"fecha_comprobante\":\"20250528\",\"monto_facturado_servicios\":51210.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9217.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130830614\",\"ncf\":\"B0144933483\",\"fecha_comprobante\":\"20250624\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":11084.50,\"itbis_facturado\":1995.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"DARLING YOSCAR ALEJO SEGURA\\nDARLING YOSCAR ALEJO SEGURA\\nRNC 22400805135\\nCLIENTE: MARGARITA CRISTINA GARCIA AREVALO DE MA\\nRNC CLIENTE: 00100999630\\nFACTURA DE CREDITO FISCAL\\nNCF: E312546010150\\nFACTURA NO.: 6903033\\nAUTORIZACION: 789804438\\nTELEFONO: 809-433-1803\\nFECHA: 28/05/2025  HORA: 12:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         835.00\\n    2  VIAJE     SERVICIO DE MENSAJERIA         526.00\\n    5  VIAJE     TRANSPORTE DE CARGA         49,849.95\\n----------------------------------------------\\nSUB-TOTAL RD$       51,210.95\\nITBIS 18% RD$       9,217.97\\nTOTAL RD$          60,428.92\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9624919\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 13415802\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nPANIFICADORA GARABITO\\nPANIFICADORA GARABITO SRL\\nRNC: 130830614\\nCLIENTE: MARCIA ALTAGRACIA SENA SENA\\nRNC CLIENTE: 00111119749\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0144933483\\nFACTURA NO.: 4816444\\nAUTORIZACION: 430527754\\nTELEFONO: 809-899-1170\\nFECHA: 24/06/2025  HORA: 09:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,707.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,377.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,084.50\\nITBIS RD$       1,995.21\\nTOTAL RD$          13,079.71\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 6125850\\nGRACIAS POR SU COMPRA\\nPG\"}","template_ids":[6,5],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22400805135","130830614"],"invoice_ids":["inv_a02aaaaa18cab04d1c31","inv_b8be1042281c7c236b5b"],"observation_id":"obs_07109972fbe680845dd4","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":5.72,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.963,"brightness_factor":0.964,"blur_sigma":0.376,"crop_applied":false,"camera_distance_factors":[0.9,0.906],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.31,"jpeg_quality":92,"documents":[{"rotation_deg":1.16,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.494,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"PG"}]},"num_invoices":2,"seed":7227342178141295584,"difficulty":"medium","split":"train"}
{"image":"images/607_005835.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101756391\",\"ncf\":\"E453234168441\",\"fecha_comprobante\":\"20240612\",\"monto_facturado\":37000.00,\"itbis_facturado\":6660.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":43660.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130362051\",\"ncf\":\"E448595082203\",\"fecha_comprobante\":\"20240325\",\"monto_facturado\":10668.00,\"itbis_facturado\":1920.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":37.91,\"monto_propina_legal\":0.00,\"efectivo\":12626.15,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PARTY ZONE\\nRNC EMISOR: 133285096\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES PARSON S A\\nRNC CLIENTE: 101756391\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453234168441\\nFACTURA NO.: 5760903\\nAUTORIZACION: 74595432\\nTELEFONO: 809-486-2894\\nFECHA: 12/06/2024  HORA: 14:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       6,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       24,000.00\\n    1  VISITA    INSPECCION TECNICA           7,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       37,000.00\\nITBIS RD$       6,660.00\\nTOTAL RD$          43,660.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1134643\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 47131012\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPROYECTO BYMOX\\nRNC EMISOR: 132286014\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RANGERS PEST CONTROL S A\\nRNC CLIENTE: 130362051\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448595082203\\nFACTURA NO.: 3019859\\nAUTORIZACION: 671002082\\nTELEFONO: 809-542-2304\\nFECHA: 25/03/2024  HORA: 14:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            292.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         1,335.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            943.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO         6,677.50\\n    4  UNIDAD    MATERIAL DE OFICINA          1,420.00\\n----------------------------------------------\\nSUB-TOTAL RD$       10,668.00\\nIMPUESTO ITBIS RD$       1,920.24\\nOTROS IMPUESTOS RD$      37.91\\nTOTAL RD$          12,626.15\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9726869\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 68346432\"}","template_ids":[4,13],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133285096","132286014"],"invoice_ids":["inv_a71b60942d24767ca8b7","inv_1c888df9fb0fc9dfd8ca"],"observation_id":"obs_c4222d71d7830cd54adf","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.99,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.831,"brightness_factor":1.081,"blur_sigma":0.579,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.35,"jpeg_quality":85,"documents":[{"rotation_deg":1.169,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.082,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6086261644496821566,"difficulty":"medium","split":"train"}
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{"image":"images/607_005859.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00105334593\",\"ncf\":\"B0221624224\",\"fecha_comprobante\":\"20240331\",\"monto_facturado\":2617.99,\"itbis_facturado\":471.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":3089.23}],\"ocr\":\"CATSA\\nRNC EMISOR: 109011752\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARGARITA ALEJANDRINA MUÑOZ ALVAREZ\\nRNC CLIENTE: 00105334593\\nFACTURA DE CREDITO FISCAL\\nNCF: B0221624224\\nFACTURA NO.: 2851016\\nAUTORIZACION: 657451001\\nTELEFONO: 809-541-2930\\nFECHA: 31/03/2024  HORA: 19:04\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,627.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    990.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        2,617.99\\nITBIS 18% RD$         471.24\\nTOTAL RD$           3,089.23\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 8730177\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 33950303\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["109011752"],"invoice_ids":["inv_6f7a2e5a09f71c48a813"],"observation_id":"obs_3de09b73974d1f9f4c1a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.46,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.958,"brightness_factor":0.989,"blur_sigma":0.19,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.21,"jpeg_quality":95,"documents":[{"rotation_deg":-0.638,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":857724284932903386,"difficulty":"light","split":"train"}
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{"image":"images/607_005861.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131992854\",\"ncf\":\"B1422063435\",\"fecha_comprobante\":\"20250416\",\"monto_facturado\":165500.00,\"itbis_facturado\":29790.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":195290.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131816738\",\"ncf\":\"E455000060084\",\"fecha_comprobante\":\"20250101\",\"monto_facturado\":510.00,\"itbis_facturado\":91.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":601.80,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FUCAGAL\\nRNC EMISOR: 430267171\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARTESANIA MELENDEZ IMPORT SRL\\nRNC CLIENTE: 131992854\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1422063435\\nFACTURA NO.: 7940330\\nAUTORIZACION: 180064738\\nTELEFONO: 809-889-9008\\nFECHA: 16/04/2025  HORA: 12:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  42,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  42,000.00\\n    3  VISITA    INSPECCION TECNICA\\n                                  81,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      165,500.00\\nITBIS 18% RD$      29,790.00\\nTOTAL RD$         195,290.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1961112\\nGRACIAS POR SU COMPRA\\nF\\n\\n--- FACTURA ---\\n\\nPRIMA RT INMOBILIARIA Y CONSTRUCTORA\\nRNC EMISOR: 133763184\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACION ECHARRY 2011 SRL\\nRNC CLIENTE: 131816738\\nFACTURA DE CREDITO FISCAL\\nNCF E455000060084\\nFACTURA NO.: 4092834\\nAUTORIZACION: 117218167\\nTELEFONO: 809-731-8987\\nFECHA: 01/01/2025  HORA: 17:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    6  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                     510.00\\n-------------------------------------------\\nSUBTOTAL RD$          510.00\\nITBIS RD$          91.80\\nTOTAL RD$             601.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1763315\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 98522500\\nEntregado\"}","template_ids":[0,5],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430267171","133763184"],"invoice_ids":["inv_4f6caad054465f627c83","inv_212879329be36d49315d"],"observation_id":"obs_f76dbefd9d9c99b16f82","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.14,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.754,"brightness_factor":1.094,"blur_sigma":0.438,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.39,"jpeg_quality":81,"documents":[{"rotation_deg":-1.28,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.388,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"F"},{"kind":"none","text":""}]},"num_invoices":2,"seed":16182876571408964757,"difficulty":"hard","split":"train"}
{"image":"images/606_005862.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"114079967\",\"ncf\":\"E328995532980\",\"fecha_comprobante\":\"20251125\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12034.45,\"itbis_facturado\":2166.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"INACRA\\nINVERSIONES ACEVEDO RAMIREZ SRL\\nRNC: 114079967\\nCLIENTE: MANUEL PORFIRIO GONZALEZ FRANCO\\nRNC CLIENTE: 00300659273\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328995532980\\nFACTURA NO.: 2545209\\nAUTORIZACION: 748706229\\nTELEFONO: 809-395-4920\\nFECHA: 25/11/2025  HORA: 11:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA            795.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           673.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,263.00\\n    5  UNIDAD    EQUIPO ELECTRICO             9,302.50\\n----------------------------------------------\\nSUB-TOTAL RD$       12,034.45\\nITBIS RD$       2,166.20\\nTOTAL RD$          14,200.65\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3444459\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 35528350\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["114079967"],"invoice_ids":["inv_7bd606d6a720c7dc34b5"],"observation_id":"obs_c09bd8086d258a94666d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.68,"augmentation_metadata":{"downscale_factor":0.652,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.843,"brightness_factor":0.855,"blur_sigma":0.357,"crop_applied":false,"camera_distance_factors":[0.886],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.51,"jpeg_quality":86,"documents":[{"rotation_deg":1.813,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3339968567198619371,"difficulty":"medium","split":"train"}
{"image":"images/607_005863.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109532242\",\"ncf\":\"B1563134258\",\"fecha_comprobante\":\"20250728\",\"monto_facturado\":195500.00,\"itbis_facturado\":35190.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":230690.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALTAGRACIA RAMIREZ OGANDO\\nRNC EMISOR: 00118405190\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YSABEL GESUALDO CORDERO\\nRNC CLIENTE: 00109532242\\nFACTURA DE CREDITO FISCAL\\nNCF B1563134258\\nFACTURA NO.: 3025059\\nAUTORIZACION: 261520667\\nTELEFONO: 809-568-8642\\nFECHA: 28/07/2025  HORA: 15:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   2,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 125,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  27,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  14,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  27,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      195,500.00\\nIMPUESTO ITBIS RD$      35,190.00\\nTOTAL RD$         230,690.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 758084\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 24268021\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARO\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00118405190"],"invoice_ids":["inv_0777fd12aa45c7663e25"],"observation_id":"obs_5045647e8a3aa4b60c76","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.03,"augmentation_metadata":{"downscale_factor":0.939,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":1.001,"brightness_factor":1.017,"blur_sigma":0.01,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.45,"jpeg_quality":91,"documents":[{"rotation_deg":0.309,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ARO"}]},"num_invoices":1,"seed":2333538694100057396,"difficulty":"light","split":"train"}
{"image":"images/606_005864.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430330452\",\"ncf\":\"E320585245133\",\"fecha_comprobante\":\"20250817\",\"monto_facturado_servicios\":95500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17190.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"UNIVERCOOP\\nCOOPERATIVA AGROPECUARIA Y SERVICIOS MULTIPLES U\\nRNC EMISOR: 430330452\\nCLIENTE: SERABON SEVICIOS AGRICOLAS BONIFACIO SR\\nRNC CLIENTE: 132335341\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320585245133\\nFACTURA NO.: 9241543\\nAUTORIZACION: 418247650\\nTELEFONO: 809-346-7639\\nFECHA: 17/08/2025  HORA: 15:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   45,000.00\\n    1  SERVICIO  ASESORIA TECNICA             7,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    18,000.00\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       95,500.00\\nITBIS 18% RD$      17,190.00\\nTOTAL RD$         112,690.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 4731478\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 38721483\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430330452"],"invoice_ids":["inv_58ffb878005aa98dc893"],"observation_id":"obs_4625439782436d04800c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.955,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.944,"brightness_factor":1.016,"blur_sigma":0.103,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":94,"documents":[{"rotation_deg":0.604,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11377201398248650883,"difficulty":"light","split":"train"}
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{"image":"images/607_005867.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133328811\",\"ncf\":\"E318579463649\",\"fecha_comprobante\":\"20240104\",\"monto_facturado\":279200.00,\"itbis_facturado\":50256.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":329456.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CORREA FINANCIAL CONSULTING\\nRNC EMISOR: 131254782\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CIBAO REAL SRL\\nRNC CLIENTE: 133328811\\nFACTURA DE CREDITO FISCAL\\nNCF E318579463649\\nFACTURA NO.: 1866179\\nAUTORIZACION: 881099015\\nTELEFONO: 809-809-8334\\nFECHA: 04/01/2024  HORA: 14:22\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                                120,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                 20,000.00\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 34,200.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                105,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      279,200.00\\nIMPUESTO ITBIS RD$      50,256.00\\nTOTAL RD$         329,456.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8201537\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 68316521\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131254782"],"invoice_ids":["inv_4a20ccb540d8ea4d8b61"],"observation_id":"obs_7c90c982adbe6ee8a033","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":10.49,"augmentation_metadata":{"downscale_factor":0.786,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.878,"brightness_factor":0.959,"blur_sigma":0.126,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":27.95,"jpeg_quality":92,"documents":[{"rotation_deg":-0.496,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11674091862982375994,"difficulty":"hard","split":"test"}
{"image":"images/606_005868.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22301034744\",\"ncf\":\"E323909888754\",\"fecha_comprobante\":\"20240618\",\"monto_facturado_servicios\":61500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11070.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"KATHERINE SURELY FERNANDEZ FLORENCIO\\nKATHERINE SURELY FERNANDEZ FLORENCIO\\nRNC 22301034744\\nCLIENTE: JOSE LUIS MARTINEZ VASQUEZ\\nRNC CLIENTE: 00102987799\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323909888754\\nFACTURA NO.: 6973200\\nAUTORIZACION: 449188013\\nTELEFONO: 809-765-7536\\nFECHA: 18/06/2024  HORA: 12:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      14,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   27,500.00\\n    1  VISITA    INSPECCION TECNICA          13,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       7,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       61,500.00\\nITBIS RD$      11,070.00\\nTOTAL RD$          72,570.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7614599\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 76377946\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["22301034744"],"invoice_ids":["inv_5a3c4b93eeff251cc5d4"],"observation_id":"obs_90d08ef9f5f3e53a5427","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.0,"augmentation_metadata":{"downscale_factor":0.864,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.935,"brightness_factor":0.853,"blur_sigma":0.768,"crop_applied":false,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.35,"jpeg_quality":76,"documents":[{"rotation_deg":2.527,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":622289477284920685,"difficulty":"medium","split":"train"}
{"image":"images/607_005869.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101096616\",\"ncf\":\"B1587167275\",\"fecha_comprobante\":\"20250611\",\"monto_facturado\":3838.50,\"itbis_facturado\":690.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1805.61,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2723.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ONLIMTED GRAPHIC S A\\nRNC EMISOR: 101869607\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROVEEDORES NACIONALES C POR A\\nRNC CLIENTE: 101096616\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1587167275\\nFACTURA NO.: 6860538\\nAUTORIZACION: 461962057\\nTELEFONO: 809-287-4994\\nFECHA: 11/06/2025  HORA: 14:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    TARJETAS DE PRESENTACION\\n                                   3,838.50\\n-------------------------------------------\\nSUBTOTAL RD$        3,838.50\\nITBIS RD$         690.93\\nTOTAL RD$           4,529.43\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3376632\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["101869607"],"invoice_ids":["inv_4f40e1907b0bcca556d6"],"observation_id":"obs_997f834118188232c433","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":12.4,"augmentation_metadata":{"downscale_factor":0.759,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.592,"brightness_factor":1.034,"blur_sigma":0.454,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.77,"jpeg_quality":85,"documents":[{"rotation_deg":-1.633,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5017467694998763298,"difficulty":"hard","split":"validation"}
{"image":"images/606_005870.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04900216880\",\"ncf\":\"E447103142978\",\"fecha_comprobante\":\"20240713\",\"monto_facturado_servicios\":65000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FELIZ LUCILO MOYA RODRIGUEZ\\nFELIZ LUCILO MOYA RODRIGUEZ\\nRNC 04900216880\\nCLIENTE: LIBRERIA VIDEO CLUB CRISTIANO FA SRL\\nRNC CLIENTE: 130152527\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447103142978\\nFACTURA NO.: 6326574\\nAUTORIZACION: 592884172\\nTELEFONO: 809-230-6632\\nFECHA: 13/07/2024  HORA: 11:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            65,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       65,000.00\\nITBIS 18% RD$      11,700.00\\nTOTAL RD$          76,700.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 335503\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 21901644\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["04900216880"],"invoice_ids":["inv_4cf9df0f4bc4d8a764c5"],"observation_id":"obs_4d59db27821bd8e86804","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.966,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.024,"brightness_factor":1.026,"blur_sigma":0.006,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":90,"documents":[{"rotation_deg":-0.126,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4460058422196385709,"difficulty":"light","split":"train"}
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{"image":"images/606_005876.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130903654\",\"ncf\":\"B0292172430\",\"fecha_comprobante\":\"20241010\",\"monto_facturado_servicios\":18662.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00110656972\",\"ncf\":\"E447001544352\",\"fecha_comprobante\":\"20250819\",\"monto_facturado_servicios\":995.00,\"monto_facturado_bienes\":28275.00,\"itbis_facturado\":5268.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"HOGAR MUSICAL BELLA VISTA\\nHOGAR MUSICAL BELLA VISTA EIRL\\nRNC EMISOR: 130903654\\nCLIENTE: SUCESION DE (NAZARIO SORIANO)\\nRNC CLIENTE: 130049971\\nFACTURA DE CREDITO FISCAL\\nNCF: B0292172430\\nFACTURA NO.: 1002538\\nAUTORIZACION: 737709098\\nTELEFONO: 809-843-6953\\nFECHA: 10/10/2024  HORA: 09:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CERTIFICACION\\n                                   7,571.00\\n    1  CURSO     CURSO DE CAPACITACION\\n                                  11,091.99\\n-------------------------------------------\\nSUBTOTAL RD$       18,662.99\\nITBIS RD$           0.00\\nTOTAL RD$          18,662.99\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7378147\\nGRACIAS POR SU COMPRA\\nHMB\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nD FANA BOUTIQUE\\nCOLASA FAÑA TORIBIO\\nRNC: 00110656972\\nCLIENTE: SIGFRIDO RAFAEL BAUTISTA LEONARDO\\nRNC CLIENTE: 00800058810\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447001544352\\nFACTURA NO.: 6152948\\nAUTORIZACION: 438629601\\nTELEFONO: 809-340-4664\\nFECHA: 19/08/2025  HORA: 12:39\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    995.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 27,185.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,090.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       29,270.00\\nITBIS 18% RD$       5,268.60\\nTOTAL RD$          34,538.60\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2424378\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 33171069\"}","template_ids":[0,9],"business_categories":["educacion","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130903654","00110656972"],"invoice_ids":["inv_87dbdcc870ec2f9d2c5a","inv_d0b4c12e1b774879397d"],"observation_id":"obs_fc8975ff54fb8a57a535","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.8,"augmentation_metadata":{"downscale_factor":0.808,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.694,"brightness_factor":1.064,"blur_sigma":0.361,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.61,"jpeg_quality":90,"documents":[{"rotation_deg":-0.919,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.69,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HMB"},{"kind":"none","text":""}]},"num_invoices":2,"seed":3391691216944865076,"difficulty":"hard","split":"train"}
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{"image":"images/606_005886.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131603394\",\"ncf\":\"E453886234669\",\"fecha_comprobante\":\"20240212\",\"monto_facturado_servicios\":406.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":73.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MAXIMED SRL\\nMAXIMED SRL\\nRNC 131603394\\nCLIENTE: ALAS CORPORATION SRL\\nRNC CLIENTE: 133172089\\nFACTURA DE CREDITO FISCAL\\nNCF: E453886234669\\nFACTURA NO.: 6466002\\nAUTORIZACION: 144330373\\nTELEFONO: 809-963-5976\\nFECHA: 12/02/2024  HORA: 08:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            406.95\\n----------------------------------------------\\nSUB-TOTAL RD$          406.95\\nITBIS RD$          73.25\\nTOTAL RD$             480.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8706938\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 32044227\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131603394"],"invoice_ids":["inv_3378c4e8f9a830f6277e"],"observation_id":"obs_5dcec2890eb852e933b3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.016,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.82,"jpeg_quality":95,"documents":[{"rotation_deg":0.134,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2496058961706662377,"difficulty":"clean","split":"train"}
{"image":"images/607_005887.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430060364\",\"ncf\":\"E453268718587\",\"fecha_comprobante\":\"20240613\",\"monto_facturado\":37489.95,\"itbis_facturado\":6748.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":44238.14},{\"rnc\":\"06500104341\",\"ncf\":\"B0170966128\",\"fecha_comprobante\":\"20240506\",\"monto_facturado\":140000.00,\"itbis_facturado\":25200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":165200.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EDWARD DOMINICI VALDEZ\\nRNC EMISOR: 00108630252\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSEJO MUNICIPAL DE DESARROLLO\\nINC\\nRNC CLIENTE: 430060364\\nFACTURA DE CREDITO FISCAL\\nNCF: E453268718587\\nFACTURA NO.: 4152568\\nAUTORIZACION: 878904907\\nTELEFONO: 809-268-7446\\nFECHA: 13/06/2024  HORA: 14:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,334.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,116.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  31,039.95\\n-------------------------------------------\\nSUB-TOTAL RD$       37,489.95\\nITBIS RD$       6,748.19\\nTOTAL RD$          44,238.14\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 5679704\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 67754760\\nArchivado\\n\\n--- FACTURA ---\\n\\nMEDIFAST SOLUTIONS\\nRNC EMISOR: 133063921\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO ZAPATA\\nRNC CLIENTE: 06500104341\\nFACTURA DE CREDITO FISCAL\\nNCF: B0170966128\\nFACTURA NO.: 9577228\\nAUTORIZACION: 862783483\\nTELEFONO: 809-220-8542\\nFECHA: 06/05/2024  HORA: 19:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       25,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    20,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       57,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      140,000.00\\nITBIS RD$      25,200.00\\nTOTAL RD$         165,200.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6172804\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 37371068\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00108630252","133063921"],"invoice_ids":["inv_f220671f458bce4a91d6","inv_20539cc253ee6dee72af"],"observation_id":"obs_f3c44717cdfa06d0d6a7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.56,"augmentation_metadata":{"downscale_factor":0.792,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":1.066,"brightness_factor":0.847,"blur_sigma":0.549,"crop_applied":false,"camera_distance_factors":[0.931,0.902],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":71.33,"jpeg_quality":77,"documents":[{"rotation_deg":-0.093,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-0.578,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9114199927171193310,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 53100634\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCORPORACIÓN MAJORAJASA\\nCORPORACIÓN MAJORAJASA SRL\\nRNC EMISOR: 132333969\\nCLIENTE: MUNN WILLIAM SCOULLAR\\nRNC CLIENTE: 531892171\\nFACTURA DE CREDITO FISCAL\\nNCF B1579918961\\nFACTURA NO.: 0476470\\nAUTORIZACION: 714537612\\nTELEFONO: 809-677-2124\\nFECHA: 24/08/2025  HORA: 08:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  38,852.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       38,852.95\\nIMPUESTO ITBIS RD$       6,993.53\\nTOTAL RD$          45,846.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4442441\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 82559561\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPAPELTEK S A\\nPAPELTEK S A\\nRNC 130067783\\nCLIENTE: FELICINDO GARCIA\\nRNC CLIENTE: 02600655407\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329556137222\\nFACTURA NO.: 3098301\\nAUTORIZACION: 277532324\\nTELEFONO: 809-722-9494\\nFECHA: 04/01/2024  HORA: 13:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        13,512.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            297.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,283.00\\n    3  UNIDAD    EQUIPO ELECTRICO            12,054.00\\n    1  UNIDAD    MATERIAL DE OFICINA          2,076.00\\n----------------------------------------------\\nSUBTOTAL RD$       29,222.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$          29,222.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6982449\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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INDUSTRIES CORP S A\\nRNC EMISOR: 101836423\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALBERTO OGANDO FERRER\\nRNC CLIENTE: 09300294064\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314654440232\\nFACTURA NO.: 0374118\\nAUTORIZACION: 730824535\\nTELEFONO: 809-981-2711\\nFECHA: 15/01/2025  HORA: 09:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,054.85\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  14,832.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     316.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,341.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,080.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       21,623.85\\nITBIS 18% RD$       3,892.29\\nTOTAL RD$          25,516.14\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3330270\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nLEONEL MARTINEZ HEREDIA\\nRNC EMISOR: 00500014576\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROXANNA IDELKYS SANCHEZ ORTEGA\\nRNC CLIENTE: 00116846908\\nFACTURA DE CREDITO FISCAL\\nNCF E317570451882\\nFACTURA NO.: 1519939\\nAUTORIZACION: 540889399\\nTELEFONO: 809-904-1354\\nFECHA: 28/03/2024  HORA: 17:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,137.00\\n    2  UNIDAD    EQUIPO ELECTRICO            12,106.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            377.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       16,620.00\\nITBIS RD$       2,991.60\\nTOTAL RD$          19,611.60\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1097279\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMIRIAM JOSEFINA GEARA DE RODRIGUEZ\\nRNC EMISOR: 00101438075\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN CARLOS MARTE GARCIA\\nRNC CLIENTE: 00117087205\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446223967082\\nFACTURA NO.: 8054859\\nAUTORIZACION: 884177653\\nTELEFONO: 809-528-8397\\nFECHA: 28/05/2024  HORA: 13:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     409.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  19,553.85\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,032.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,516.00\\n-------------------------------------------\\nSUBTOTAL RD$       46,511.85\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          46,511.85\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7116384\\nGRACIAS POR SU COMPRA\\nPROCESADO\"}","template_ids":[0,3,5],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101836423","00500014576","00101438075"],"invoice_ids":["inv_875eed482c5e22db9c24","inv_8bfde9f4033477df16c9","inv_f78da876a1a8f1745da6"],"observation_id":"obs_35b83fb00b09146219b1","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.69,"augmentation_metadata":{"downscale_factor":0.95,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.897,"brightness_factor":1.026,"blur_sigma":0.328,"crop_applied":false,"camera_distance_factors":[0.947,0.913,0.917],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":75.91,"jpeg_quality":96,"documents":[{"rotation_deg":-0.341,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.875,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.644,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16518046076833612436,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 55844342\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\\n\\n--- FACTURA ---\\n\\nBELKIS INDIRA COMANECI ISAMBERT SILVESTRE\\nBELKIS INDIRA COMANECI ISAMBERT SILVESTRE\\nRNC 02800640621\\nCLIENTE: SKY GLASS SRL\\nRNC CLIENTE: 132849329\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321168433728\\nFACTURA NO.: 9188547\\nAUTORIZACION: 424782825\\nTELEFONO: 809-639-6652\\nFECHA: 25/06/2024  HORA: 14:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    41,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       41,000.00\\nITBIS 18% RD$       7,380.00\\nTOTAL RD$          48,380.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6561666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 63378032\\nARCHIVADO\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nEQUIPO MULTINACIONAL DE OPERADORES EMO 360\\nEQUIPO MULTINACIONAL DE OPERADORES EMO 360\\nSRL\\nRNC 133426579\\nCLIENTE: JUAN CARLOS CARVAJAL MEDINA\\nRNC CLIENTE: 01800204560\\nFACTURA DE CREDITO FISCAL\\nNCF: E451944509834\\nFACTURA NO.: 0346527\\nAUTORIZACION: 452140806\\nTELEFONO: 809-744-2882\\nFECHA: 23/06/2024  HORA: 17:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  LICENCIA  LICENCIA DE SOFTWARE\\n                                  15,917.95\\n    1  SERVICIO  DESARROLLO DE SOFTWARE\\n                                 163,749.00\\n    5  UNIDAD    CABLE DE RED CAT6\\n                                   2,944.75\\n    4  UNIDAD    COMPUTADORA PORTATIL\\n                                 235,858.00\\n    1  SERVICIO  SOPORTE TECNICO\\n                                  15,874.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      434,343.70\\nIMPUESTO ITBIS RD$      78,181.87\\nOTROS IMPUESTOS RD$      63.52\\nTOTAL RD$         512,589.09\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 3923235\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,13,5],"business_categories":["profesional","profesional","tecnologia"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130310467","02800640621","133426579"],"invoice_ids":["inv_9dc8df4d78a4d25cf2a1","inv_5822d2aecd2bdc7a2a85","inv_0d641367d8a30fab9eaa"],"observation_id":"obs_a4ccb210868be4a29c54","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.675,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.971,"brightness_factor":0.842,"blur_sigma":0.392,"crop_applied":false,"camera_distance_factors":[0.939,0.998,0.995],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":36.57,"jpeg_quality":76,"documents":[{"rotation_deg":2.396,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.587,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.152,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":16076750028206876375,"difficulty":"hard","split":"train"}
{"image":"images/607_005905.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"122026207\",\"ncf\":\"B1520110434\",\"fecha_comprobante\":\"20240716\",\"monto_facturado\":144500.00,\"itbis_facturado\":26010.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":170510.00},{\"rnc\":\"03100272701\",\"ncf\":\"B1462850479\",\"fecha_comprobante\":\"20240412\",\"monto_facturado\":23203.35,\"itbis_facturado\":4176.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":27379.95,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101168595\",\"ncf\":\"E440628854675\",\"fecha_comprobante\":\"20240608\",\"monto_facturado\":821.18,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":821.18,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DE LA CRUZ AVILA & ASOCIADOS ASESORES LEGA\\nRNC EMISOR: 132032004\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INGENIEROS CONTRATISTAS ORTIZ C POR A\\nRNC CLIENTE: 122026207\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1520110434\\nFACTURA NO.: 3446505\\nAUTORIZACION: 592496663\\nTELEFONO: 809-357-1475\\nFECHA: 16/07/2024  HORA: 09:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS      144,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      144,500.00\\nITBIS 18% RD$      26,010.00\\nTOTAL RD$         170,510.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 7730295\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nEntregado\\n\\n--- FACTURA ---\\n\\nJARDINES DE LA REYNA INVESTMENT S A\\nRNC EMISOR: 130158827\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUCAS MANUEL ESPINAL AGUILERA\\nRNC CLIENTE: 03100272701\\nFACTURA DE CREDITO FISCAL\\nNCF B1462850479\\nFACTURA NO.: 0355726\\nAUTORIZACION: 282201852\\nTELEFONO: 809-293-9778\\nFECHA: 12/04/2024  HORA: 16:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,118.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     729.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,464.95\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,303.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,587.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,203.35\\nITBIS RD$       4,176.60\\nTOTAL RD$          27,379.95\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3874815\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_005925.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02301283962\",\"ncf\":\"E315814479693\",\"fecha_comprobante\":\"20241116\",\"monto_facturado\":19550.00,\"itbis_facturado\":3519.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":23069.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INGENIERIA SIERRA CAPELLAN\\nRNC EMISOR: 133041545\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOVANNI FRANCISCO GIL\\nRNC CLIENTE: 02301283962\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315814479693\\nFACTURA NO.: 1009975\\nAUTORIZACION: 606015143\\nTELEFONO: 809-506-5387\\nFECHA: 16/11/2024  HORA: 08:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    7  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                     560.00\\n    2  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   2,054.00\\n    1  UNIDAD    INTERRUPTOR SENCILLO\\n                                      86.00\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                  16,500.00\\n    1  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                     350.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,550.00\\nIMPUESTO ITBIS RD$       3,519.00\\nTOTAL RD$          23,069.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7660777\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 15126762\"}","template_ids":[0],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133041545"],"invoice_ids":["inv_8b9da81c8a47da8fad0d"],"observation_id":"obs_7c7b6c1dca469ccc5c9f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.09,"augmentation_metadata":{"downscale_factor":0.746,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":1.047,"brightness_factor":0.956,"blur_sigma":0.351,"crop_applied":false,"camera_distance_factors":[0.947],"legibility_scale_corrections":[0.0],"final_contrast_stddev":88.04,"jpeg_quality":76,"documents":[{"rotation_deg":-1.538,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9212415920512292576,"difficulty":"medium","split":"train"}
{"image":"images/606_005926.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133309343\",\"ncf\":\"E311012573687\",\"fecha_comprobante\":\"20240504\",\"monto_facturado_servicios\":1728.00,\"monto_facturado_bienes\":13206.00,\"itbis_facturado\":2688.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":76.75,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"PM CNC MACHINE IMPORTS BY ANNA R D ART\\nPM CNC MACHINE IMPORTS BY ANNA R D ART SRL\\nRNC 133309343\\nCLIENTE: SERVITEC PYL SRL SRL\\nRNC CLIENTE: 132220562\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311012573687\\nFACTURA NO.: 7829190\\nAUTORIZACION: 370695415\\nTELEFONO: 809-322-5907\\nFECHA: 04/05/2024  HORA: 08:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,728.00\\n    3  UNIDAD    EQUIPO ELECTRICO            13,206.00\\n----------------------------------------------\\nSUBTOTAL RD$       14,934.00\\nITBIS 18% RD$       2,688.12\\nOTROS IMPUESTOS RD$      76.75\\nTOTAL RD$          17,698.87\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3157807\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133309343"],"invoice_ids":["inv_6d74d330f98f770ad0a6"],"observation_id":"obs_3ab4b052f93b0c80c9d1","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.897,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.779,"brightness_factor":1.074,"blur_sigma":0.403,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.08,"jpeg_quality":79,"documents":[{"rotation_deg":0.338,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10458497897198003624,"difficulty":"medium","split":"train"}
{"image":"images/607_005927.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130551881\",\"ncf\":\"B1566890722\",\"fecha_comprobante\":\"20250607\",\"monto_facturado\":104000.00,\"itbis_facturado\":18720.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":122720.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JONATHAN JAVIEL BAEZ MELO\\nRNC EMISOR: 40236309809\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BROWN SECURITY AND PROTECCION SERVICE C\\nRNC CLIENTE: 130551881\\nFACTURA DE CREDITO FISCAL\\nNCF B1566890722\\nFACTURA NO.: 7871580\\nAUTORIZACION: 534914152\\nTELEFONO: 809-556-2061\\nFECHA: 07/06/2025  HORA: 12:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            30,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    15,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   21,500.00\\n    1  SERVICIO  ASESORIA TECNICA            25,000.00\\n    1  VISITA    INSPECCION TECNICA          12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      104,000.00\\nIMPUESTO ITBIS RD$      18,720.00\\nTOTAL RD$         122,720.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6502298\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40236309809"],"invoice_ids":["inv_7bda1497695e00cf82bc"],"observation_id":"obs_3b7135466dbef6a76236","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.017,"brightness_factor":1.0,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.4,"jpeg_quality":97,"documents":[{"rotation_deg":-0.123,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15903945240561065710,"difficulty":"clean","split":"train"}
{"image":"images/606_005928.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133552698\",\"ncf\":\"E451191827266\",\"fecha_comprobante\":\"20250601\",\"monto_facturado_servicios\":150000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"133610884\",\"ncf\":\"E448686393998\",\"fecha_comprobante\":\"20250716\",\"monto_facturado_servicios\":12000.00,\"monto_facturado_bienes\":13772.48,\"itbis_facturado\":4639.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00100672039\",\"ncf\":\"E326099592969\",\"fecha_comprobante\":\"20240520\",\"monto_facturado_servicios\":34134.45,\"monto_facturado_bienes\":691.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"HOSPES\\nHOSPES SRL\\nRNC 133552698\\nCLIENTE: YLKA EURIDICI\\nCONTRERA\\nRNC CLIENTE: 03102545286\\nFACTURA DE CREDITO FISCAL\\nNCF: E451191827266\\nFACTURA NO.: 5839791\\nAUTORIZACION: 204096648\\nTELEFONO: 809-446-7291\\nFECHA: 01/06/2025  HORA: 10:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  24,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  59,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  25,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  42,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      150,000.00\\nITBIS RD$      27,000.00\\nTOTAL RD$         177,000.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4568252\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 83214457\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPEREZ PERALTA CONSTRUCTORA\\nPEREZ PERALTA CONSTRUCTORA EIRL\\nRNC: 133610884\\nCLIENTE: MEDICINA INTEGRADA SRL\\nRNC CLIENTE: 101751983\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448686393998\\nFACTURA NO.: 2739200\\nAUTORIZACION: 59397751\\nTELEFONO: 809-943-2636\\nFECHA: 16/07/2025  HORA: 20:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                  12,000.00\\n    3  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                     582.00\\n    2  FUNDA     CEMENTO GRIS 42.5 KG\\n                                     999.98\\n    3  GALON     PINTURA ACRILICA SUPERIOR\\n                 1 GAL\\n                                   5,590.50\\n    5  UNIDAD    CERRADURA DE POMO\\n                                   6,600.00\\n-------------------------------------------\\nSUB-TOTAL RD$       25,772.48\\nITBIS 18% RD$       4,639.05\\nTOTAL RD$          30,411.53\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8344070\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 51626877\\n\\n--- FACTURA ---\\n\\nEDUARDO KHOURI DIEP\\nEDUARDO KHOURI DIEP\\nRNC: 00100672039\\nCLIENTE: MACRINE INVESTMENTS SRL\\nRNC CLIENTE: 132114493\\nFACTURA DE CREDITO FISCAL\\nNCF E326099592969\\nFACTURA NO.: 4995667\\nAUTORIZACION: 601568160\\nTELEFONO: 809-529-7500\\nFECHA: 20/05/2024  HORA: 14:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTA MEDICA\\n                                   4,627.00\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                  20,719.00\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                   2,096.95\\n    1  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                     691.99\\n    1  SERVICIO  ANALISIS DE LABORATORIO\\n                                   6,691.50\\n-------------------------------------------\\nSUBTOTAL RD$       34,826.44\\nITBIS RD$           0.00\\nTOTAL RD$          34,826.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9801707\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 23923003\\nEKD\"}","template_ids":[5,1,0],"business_categories":["profesional","construccion_ferreteria","salud"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["133552698","133610884","00100672039"],"invoice_ids":["inv_920b54324902dac2373b","inv_298ed28e9df826b559a8","inv_f62bf5b986165667af59"],"observation_id":"obs_3f9f4dd324bc6e955e7c","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.666,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":0.742,"brightness_factor":1.112,"blur_sigma":0.577,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.83,"jpeg_quality":78,"documents":[{"rotation_deg":1.39,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.111,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.596,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"EKD"}]},"num_invoices":3,"seed":11578697273713828532,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 71739212\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nArchivado\\n\\n--- FACTURA ---\\n\\nSOLUCIONES LABORALES Y TECNOLOGIA SOLABTEC\\nRNC EMISOR: 131790356\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELBA LUZ NICASIO LENDOF DE TAPIA\\nRNC CLIENTE: 00105385363\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322537329366\\nFACTURA NO.: 4225606\\nAUTORIZACION: 237601100\\nTELEFONO: 809-705-3418\\nFECHA: 11/05/2024  HORA: 13:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   24  PAGINA    TRADUCCION DE DOCUMENTOS    59,520.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      14,500.00\\n    1  VISITA    INSPECCION TECNICA          26,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      100,520.00\\nITBIS RD$      18,093.60\\nTOTAL RD$         118,613.60\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6789701\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 39561142\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[2,6,10],"business_categories":["comercio_general","automotriz","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00102508272","01000194710","131790356"],"invoice_ids":["inv_728e2e6ea1f1b20aa41f","inv_95dd9e9318e938202c82","inv_5e63cdc788af0b8e41a6"],"observation_id":"obs_f03587da6c2224720580","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.805,"brightness_factor":1.064,"blur_sigma":0.437,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":24.26,"jpeg_quality":79,"documents":[{"rotation_deg":-0.231,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.474,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.959,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":3312832243175253173,"difficulty":"hard","split":"train"}
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{"image":"images/606_005948.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130963053\",\"ncf\":\"B0108315996\",\"fecha_comprobante\":\"20240306\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2642.85,\"itbis_facturado\":475.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"117012682\",\"ncf\":\"E444847846830\",\"fecha_comprobante\":\"20250324\",\"monto_facturado_servicios\":8337.50,\"monto_facturado_bienes\":14888.99,\"itbis_facturado\":4180.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"AGUA DE LA FUENTE\\nAGUA DE LA FUENTE SRL\\nRNC: 130963053\\nCLIENTE: VERONICA ALBERTO GARCIA\\nRNC CLIENTE: 05601456121\\nFACTURA DE CREDITO FISCAL\\nNCF: B0108315996\\nFACTURA NO.: 3480013\\nAUTORIZACION: 114749661\\nTELEFONO: 809-664-9319\\nFECHA: 06/03/2024  HORA: 12:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   2,642.85\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,642.85\\nITBIS 18% RD$         475.71\\nTOTAL RD$           3,118.56\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2141364\\nGRACIAS POR SU COMPRA\\nADL\\n\\n--- FACTURA ---\\n\\nCINARCA\\nCOMPANIA DE INGENIEROS Y ARQUITECTOS C POR A\\nRNC 117012682\\nCLIENTE: OBSERVATORIO GLOBAL DE SEGURIDAD SOCIAL\\nRNC CLIENTE: 430348546\\nFACTURA DE CREDITO FISCAL\\nNCF E444847846830\\nFACTURA NO.: 7829909\\nAUTORIZACION: 145323550\\nTELEFONO: 809-983-1058\\nFECHA: 24/03/2025  HORA: 19:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  SERVICIO  SERVICIO DE ENTREGA          8,337.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,523.99\\n    2  UNIDAD    EQUIPO ELECTRICO            10,430.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           935.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,226.49\\nITBIS RD$       4,180.77\\nTOTAL RD$          27,407.26\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6853352\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 41848254\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nPagado\"}","template_ids":[5,11],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130963053","117012682"],"invoice_ids":["inv_47b1747e9737cd4ab4c2","inv_4de3d54f7a01a0bf097f"],"observation_id":"obs_dd11bc6422e85e32e5f1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":5.06,"augmentation_metadata":{"downscale_factor":0.704,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":1.017,"brightness_factor":0.885,"blur_sigma":0.665,"crop_applied":false,"camera_distance_factors":[0.899,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.51,"jpeg_quality":89,"documents":[{"rotation_deg":3.303,"perspective":0.035,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.399,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ADL"},{"kind":"none","text":""}]},"num_invoices":2,"seed":14228848048959962626,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nVICTOR ANDRES TAVERA\\nVICTOR ANDRES TAVERA\\nRNC 00100933647\\nCLIENTE: ROSA E SOTO CASTILLO\\nRNC CLIENTE: 130034184\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1410605586\\nFACTURA NO.: 7706763\\nAUTORIZACION: 533936145\\nTELEFONO: 809-983-2360\\nFECHA: 26/07/2024  HORA: 19:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,652.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     275.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     946.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     791.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,761.97\\n-------------------------------------------\\nSUBTOTAL RD$       20,427.42\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          20,427.42\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 8647268\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 66184648\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nSERVICIOS FUNERARIOS JM\\nSERVICIOS FUNERARIOS JM SRL\\nRNC EMISOR: 132432762\\nCLIENTE: WILKIN SPORT SRL\\nRNC CLIENTE: 132467248\\nFACTURA DE CREDITO FISCAL\\nNCF E315459448223\\nFACTURA NO.: 7869342\\nAUTORIZACION: 871752209\\nTELEFONO: 809-647-6020\\nFECHA: 21/03/2024  HORA: 17:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         48,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       48,000.00\\nIMPUESTO ITBIS RD$       8,640.00\\nTOTAL RD$          56,640.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6738417\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[7,5,4],"business_categories":["transporte","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132954505","00100933647","132432762"],"invoice_ids":["inv_eff8987d9324b783a024","inv_08c2f1197d77e772ff36","inv_799142dfeb41d9efcce7"],"observation_id":"obs_0100582f13093bbd1579","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.65,"augmentation_metadata":{"downscale_factor":0.794,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":1.027,"brightness_factor":1.042,"blur_sigma":0.573,"crop_applied":false,"camera_distance_factors":[0.914,0.94,0.918],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":51.43,"jpeg_quality":75,"documents":[{"rotation_deg":-0.659,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-3.248,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.004,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16800364746668321049,"difficulty":"hard","split":"train"}
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{"image":"images/607_005955.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06400302375\",\"ncf\":\"B0138937493\",\"fecha_comprobante\":\"20240630\",\"monto_facturado\":151796.00,\"itbis_facturado\":27323.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":179119.28,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IMPREMOVIL\\nRNC EMISOR: 131840809\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSELITO JAVIER ROSA\\nRNC CLIENTE: 06400302375\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0138937493\\nFACTURA NO.: 1363765\\nAUTORIZACION: 519410104\\nTELEFONO: 809-564-5583\\nFECHA: 30/06/2024  HORA: 15:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    27,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       63,000.00\\n    1  SERVICIO  ASESORIA TECNICA            18,000.00\\n   22  PAGINA    TRADUCCION DE DOCUMENTOS    43,296.00\\n----------------------------------------------\\nSUBTOTAL RD$      151,796.00\\nITBIS 18% RD$      27,323.28\\nTOTAL RD$         179,119.28\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6634398\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 73917969\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131840809"],"invoice_ids":["inv_2c55eb30263a89a1f4eb"],"observation_id":"obs_963bd331f7444608835d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.007,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":98,"documents":[{"rotation_deg":-0.142,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1399200382190303948,"difficulty":"clean","split":"train"}
{"image":"images/606_005956.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131936301\",\"ncf\":\"B0288471221\",\"fecha_comprobante\":\"20251111\",\"monto_facturado_servicios\":8157.99,\"monto_facturado_bienes\":31218.95,\"itbis_facturado\":7087.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"AP SERVICE\\nAP SERVICE SRL\\nRNC EMISOR: 131936301\\nCLIENTE: FRANCIS BAEZ ALMONTE\\nRNC CLIENTE: 22301605972\\nFACTURA DE CREDITO FISCAL\\nNCF B0288471221\\nFACTURA NO.: 4405484\\nAUTORIZACION: 757423737\\nTELEFONO: 809-542-1030\\nFECHA: 11/11/2025  HORA: 11:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO        3,644.99\\n    2  UNIDAD    FILTRO DE ACEITE               564.00\\n    5  UNIDAD    ACEITE DE MOTOR              5,694.95\\n    1  SERVICIO  REPARACION MECANICA          4,513.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE FRENO   24,960.00\\n----------------------------------------------\\nSUBTOTAL RD$       39,376.94\\nITBIS RD$       7,087.85\\nTOTAL RD$          46,464.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2136139\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 79490226\\nAS\"}","template_ids":[2],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["131936301"],"invoice_ids":["inv_c4fb2e3ca61330487cbb"],"observation_id":"obs_31a7ee8a2e5383a16912","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.98,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.994,"brightness_factor":1.004,"blur_sigma":0.083,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.09,"jpeg_quality":91,"documents":[{"rotation_deg":-0.029,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AS"}]},"num_invoices":1,"seed":7904195063784733826,"difficulty":"light","split":"train"}
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{"image":"images/606_005960.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130418659\",\"ncf\":\"B0237018356\",\"fecha_comprobante\":\"20250319\",\"monto_facturado_servicios\":1125.50,\"monto_facturado_bienes\":20443.50,\"itbis_facturado\":3882.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132279131\",\"ncf\":\"E459205080283\",\"fecha_comprobante\":\"20240209\",\"monto_facturado_servicios\":341.00,\"monto_facturado_bienes\":19143.95,\"itbis_facturado\":3507.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00106351182\",\"ncf\":\"E310449032318\",\"fecha_comprobante\":\"20250920\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2159.95,\"itbis_facturado\":388.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"DREAM WORK ENTERPRISE CORP\\nDREAM WORK ENTERPRISE CORP\\nRNC: 130418659\\nCLIENTE: ELWA DOMINICANA S A\\nRNC CLIENTE: 101198011\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0237018356\\nFACTURA NO.: 9539435\\nAUTORIZACION: 234377973\\nTELEFONO: 809-990-2575\\nFECHA: 19/03/2025  HORA: 10:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,470.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,416.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,557.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,125.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       21,569.00\\nITBIS 18% RD$       3,882.42\\nTOTAL RD$          25,451.42\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2300943\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSTARAM3\\nSTARAM3 SRL\\nRNC EMISOR: 132279131\\nCLIENTE: AGRO COMUNICACIONES C POR A\\nRNC CLIENTE: 103003729\\nFACTURA DE CREDITO FISCAL\\nNCF: E459205080283\\nFACTURA NO.: 3847232\\nAUTORIZACION: 837926211\\nTELEFONO: 809-547-7745\\nFECHA: 09/02/2024  HORA: 11:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,574.95\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,788.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,781.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     341.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,484.95\\nITBIS 18% RD$       3,507.29\\nTOTAL RD$          22,992.24\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6694835\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 32724509\\nVerificado\\n\\n--- FACTURA ---\\n\\nCOREN CAR\\nJOSE ANTONIO CORNELIO HERNANDEZ\\nRNC EMISOR: 00106351182\\nCLIENTE: CATALINA PENA PENA\\nRNC CLIENTE: 01600007122\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310449032318\\nFACTURA NO.: 8140522\\nAUTORIZACION: 821130208\\nTELEFONO: 809-902-6410\\nFECHA: 20/09/2025  HORA: 19:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,159.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,159.95\\nIMPUESTO ITBIS RD$         388.79\\nTOTAL RD$           2,548.74\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2628661\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 24766688\\nArchivado\"}","template_ids":[1,5,1],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130418659","132279131","00106351182"],"invoice_ids":["inv_048532b8a348242ca6e1","inv_ea40315d6a8c0c651777","inv_168d22e43720ddf3e7d0"],"observation_id":"obs_728b4b92d7103b65b663","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.34,"augmentation_metadata":{"downscale_factor":0.907,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.954,"brightness_factor":1.018,"blur_sigma":0.081,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.09,"jpeg_quality":90,"documents":[{"rotation_deg":-0.119,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.387,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.1,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15872640686253322191,"difficulty":"hard","split":"train"}
{"image":"images/607_005961.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133548674\",\"ncf\":\"E326077904993\",\"fecha_comprobante\":\"20240730\",\"monto_facturado\":2722.00,\"itbis_facturado\":489.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":3211.96,\"otras_formas_de_venta\":0.00},{\"rnc\":\"105055295\",\"ncf\":\"E455096792449\",\"fecha_comprobante\":\"20240902\",\"monto_facturado\":48259.75,\"itbis_facturado\":8686.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":56946.51,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"REPUESTO A&R\\nRNC EMISOR: 03300270208\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HIGH CONECT RD SRL\\nRNC CLIENTE: 133548674\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326077904993\\nFACTURA NO.: 0074899\\nAUTORIZACION: 10543859\\nTELEFONO: 809-720-2897\\nFECHA: 30/07/2024  HORA: 19:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,386.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            336.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        2,722.00\\nITBIS RD$         489.96\\nTOTAL RD$           3,211.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9140692\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 75019764\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nWILTON MONTERO MARTINEZ\\nRNC EMISOR: 10800070103\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JORG R & R S A\\nRNC CLIENTE: 105055295\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455096792449\\nFACTURA NO.: 2704501\\nAUTORIZACION: 644376238\\nTELEFONO: 809-403-1765\\nFECHA: 02/09/2024  HORA: 18:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  VIAJE     SERVICIO DE TRANSPORTE      48,259.75\\n----------------------------------------------\\nSUBTOTAL RD$       48,259.75\\nIMPUESTO ITBIS RD$       8,686.76\\nTOTAL RD$          56,946.51\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1861640\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nCOPIA\"}","template_ids":[7,10],"business_categories":["comercio_general","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03300270208","10800070103"],"invoice_ids":["inv_2940c00f071e2b2b3021","inv_18ffc87721a18e4b4da5"],"observation_id":"obs_eae6112e282e8e7e4cb9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.008,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":37.8,"jpeg_quality":97,"documents":[{"rotation_deg":-0.039,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.024,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16191028498727339439,"difficulty":"medium","split":"train"}
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{"image":"images/607_005965.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00105431712\",\"ncf\":\"B0186920200\",\"fecha_comprobante\":\"20241024\",\"monto_facturado\":12675.90,\"itbis_facturado\":2281.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":20.15,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":14977.71,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GLAB\\nRNC EMISOR: 130209049\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YRIS ALTAGRACIA MEJIA HICIANO\\nRNC CLIENTE: 00105431712\\nFACTURA DE CREDITO FISCAL\\nNCF: B0186920200\\nFACTURA NO.: 5205436\\nAUTORIZACION: 203810166\\nTELEFONO: 809-325-7772\\nFECHA: 24/10/2024  HORA: 08:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,236.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   5,082.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,357.90\\n-------------------------------------------\\nSUBTOTAL RD$       12,675.90\\nITBIS 18% RD$       2,281.66\\nOTROS IMPUESTOS RD$      20.15\\nTOTAL RD$          14,977.71\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3908257\\nGRACIAS POR SU COMPRA\\nG\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130209049"],"invoice_ids":["inv_5942d8928f500b7b7c4f"],"observation_id":"obs_b4e18c3a28c92f2d38d5","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":9.81,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.854,"brightness_factor":0.982,"blur_sigma":0.013,"crop_applied":false,"camera_distance_factors":[0.913],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.54,"jpeg_quality":91,"documents":[{"rotation_deg":1.459,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"G"}]},"num_invoices":1,"seed":7217927817692989511,"difficulty":"light","split":"validation"}
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{"image":"images/606_005970.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101509449\",\"ncf\":\"B1457521127\",\"fecha_comprobante\":\"20251107\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":21400.00,\"itbis_facturado\":3852.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"VIDEO ARTE S A\\nVIDEO ARTE S A\\nRNC 101509449\\nCLIENTE: CONSIEE SRL\\nRNC CLIENTE: 132009339\\nFACTURA DE CREDITO FISCAL\\nNCF B1457521127\\nFACTURA NO.: 0417994\\nAUTORIZACION: 629949658\\nTELEFONO: 809-873-6256\\nFECHA: 07/11/2025  HORA: 13:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,375.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,530.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,495.00\\n-------------------------------------------\\nSUBTOTAL RD$       21,400.00\\nITBIS 18% RD$       3,852.00\\nTOTAL RD$          25,252.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9321747\\nGRACIAS POR SU COMPRA\\nVAS\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101509449"],"invoice_ids":["inv_8c7ca8f7006655c2dd69"],"observation_id":"obs_2720c31b63babba4993a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.47,"augmentation_metadata":{"downscale_factor":0.72,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.852,"brightness_factor":1.062,"blur_sigma":0.342,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.08,"jpeg_quality":83,"documents":[{"rotation_deg":-1.106,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VAS"}]},"num_invoices":1,"seed":9215731870281002161,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 10117049\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nRAMON ORLANDO MENDEZ URBAEZ\\nRNC EMISOR: 00101573426\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSA FRANCESCA\\nVIDAL RI\\nRNC CLIENTE: 00118431998\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312149993540\\nFACTURA NO.: 5942667\\nAUTORIZACION: 131794244\\nTELEFONO: 809-256-3663\\nFECHA: 01/12/2024  HORA: 14:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,099.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  15,520.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,874.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     991.50\\n-------------------------------------------\\nSUBTOTAL RD$       33,484.50\\nITBIS RD$       6,027.21\\nTOTAL RD$          39,511.71\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2072849\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 35535475\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[10,2,0],"business_categories":["profesional","transporte","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["11800120260","07100522908","00101573426"],"invoice_ids":["inv_255fdcc8e173182ea4f5","inv_39d0e32c66a65b475e8d","inv_2d7dbf318131409f4e0c"],"observation_id":"obs_c23c043c47c3afeaf556","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.76,"augmentation_metadata":{"downscale_factor":0.419,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":1.103,"brightness_factor":0.925,"blur_sigma":1.055,"crop_applied":false,"camera_distance_factors":[0.963,0.967,0.96],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":77.1,"jpeg_quality":72,"documents":[{"rotation_deg":-1.545,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.999,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.588,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":4524173722391248677,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 67470626\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nINVERSIONES CUESTA ALTA S A\\nINVERSIONES CUESTA ALTA S A\\nRNC EMISOR: 130483027\\nCLIENTE: T Y T CONSTRUCTORA S A\\nRNC CLIENTE: 102014086\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1426034216\\nFACTURA NO.: 2246639\\nAUTORIZACION: 970982116\\nTELEFONO: 809-902-2447\\nFECHA: 27/01/2025  HORA: 20:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    6  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  10,866.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 118,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                   7,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  30,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      166,366.00\\nIMPUESTO ITBIS RD$      29,945.88\\nTOTAL RD$         196,311.88\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6937156\\nGRACIAS POR SU COMPRA\\nICA\\n\\n--- FACTURA ---\\n\\nCENTRO DE INVESTIGACION ASESORIAS Y AUDITO\\nCENTRO DE INVESTIGACION ASESORIAS Y AUDITORIAS M\\nRNC: 132004231\\nCLIENTE: TAR HILLS DESARROLLO DEL NORTE SRL\\nRNC CLIENTE: 105005281\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453703106383\\nFACTURA NO.: 3887209\\nAUTORIZACION: 983163422\\nTELEFONO: 809-420-1700\\nFECHA: 13/11/2024  HORA: 18:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           110,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      110,000.00\\nITBIS 18% RD$      19,800.00\\nTOTAL RD$         129,800.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2896135\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_005996.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00107412827\",\"ncf\":\"E316112277793\",\"fecha_comprobante\":\"20250924\",\"monto_facturado_servicios\":97000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00105415921\",\"ncf\":\"E310785495629\",\"fecha_comprobante\":\"20250115\",\"monto_facturado_servicios\":181000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32580.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"GRUAS CAMELLO\\nREINALDO RAFEAL GUICHARDO MELLA\\nRNC: 00107412827\\nCLIENTE: LUIS ALFONSO RODRIGUEZ GERVACIO\\nRNC CLIENTE: 06600033325\\nFACTURA DE CREDITO FISCAL\\nNCF: E316112277793\\nFACTURA NO.: 4323613\\nAUTORIZACION: 618823415\\nTELEFONO: 809-266-7103\\nFECHA: 24/09/2025  HORA: 08:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   20,000.00\\n    2  DOCUMENT  REDACCION DE CONTRATO       77,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       97,000.00\\nITBIS 18% RD$      17,460.00\\nTOTAL RD$         114,460.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9259648\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 21379483\\nDETALLE DE SERVICIOS\\nVerificado\\n\\n--- FACTURA ---\\n\\nAMAURIS VILLA ACOSTA\\nAMAURIS VILLA ACOSTA\\nRNC 00105415921\\nCLIENTE: REYNIE LEONEL REINOSO GONELL\\nRNC CLIENTE: 03104254838\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310785495629\\nFACTURA NO.: 4348849\\nAUTORIZACION: 418101282\\nTELEFONO: 809-539-3102\\nFECHA: 15/01/2025  HORA: 13:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 125,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  30,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   6,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  19,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      181,000.00\\nITBIS 18% RD$      32,580.00\\nTOTAL RD$         213,580.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1558097\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 56023658\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\"}","template_ids":[4,5],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00107412827","00105415921"],"invoice_ids":["inv_6e4f83a3835602b72b09","inv_b06caf13b7a4a6f5b52d"],"observation_id":"obs_9a1cb018e519ee071d14","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.893,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.887,"brightness_factor":0.898,"blur_sigma":0.843,"crop_applied":false,"camera_distance_factors":[0.993,0.999],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":62.68,"jpeg_quality":77,"documents":[{"rotation_deg":-0.254,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.118,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15707136913672582193,"difficulty":"medium","split":"test"}
{"image":"images/607_005997.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132186559\",\"ncf\":\"B0196476499\",\"fecha_comprobante\":\"20241012\",\"monto_facturado\":17928.81,\"itbis_facturado\":3227.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":47.37,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":21203.37,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MECANICOS A DE BOMBAS C POR A\\nRNC EMISOR: 101002982\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: POLOSITALIA SRL\\nRNC CLIENTE: 132186559\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0196476499\\nFACTURA NO.: 3927796\\nAUTORIZACION: 695914299\\nTELEFONO: 809-759-1426\\nFECHA: 12/10/2024  HORA: 20:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             9,591.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            335.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         2,437.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,107.96\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,457.85\\n----------------------------------------------\\nSUBTOTAL RD$       17,928.81\\nITBIS 18% RD$       3,227.19\\nOTROS IMPUESTOS RD$      47.37\\nTOTAL RD$          21,203.37\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8402553\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 99584511\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101002982"],"invoice_ids":["inv_2b4307ba09bdc787270a"],"observation_id":"obs_a7ccb5e168c2a225d7dc","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.014,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.74,"jpeg_quality":95,"documents":[{"rotation_deg":-0.08,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2071820620214761364,"difficulty":"clean","split":"train"}
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{"image":"images/606_006002.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02600156166\",\"ncf\":\"E442531531868\",\"fecha_comprobante\":\"20241010\",\"monto_facturado_servicios\":46230.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8321.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130716374\",\"ncf\":\"E316995554480\",\"fecha_comprobante\":\"20240710\",\"monto_facturado_servicios\":523.00,\"monto_facturado_bienes\":14162.00,\"itbis_facturado\":2643.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"LUIS RODRIGUEZ SANTANA\\nLUIS RODRIGUEZ SANTANA\\nRNC 02600156166\\nCLIENTE: CORPORACION DE INVERSIONES AGENDA\\nC POR\\nRNC CLIENTE: 105048159\\nFACTURA DE CREDITO FISCAL\\nNCF E442531531868\\nFACTURA NO.: 1885925\\nAUTORIZACION: 880960823\\nTELEFONO: 809-640-9859\\nFECHA: 10/10/2024  HORA: 09:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  VIAJE     SERVICIO DE TRANSPORTE\\n                                  46,230.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       46,230.00\\nIMPUESTO ITBIS RD$       8,321.40\\nTOTAL RD$          54,551.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4850161\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 58509370\\n\\n--- FACTURA ---\\n\\nDILIMARKET\\nDILIMARKET EIRL\\nRNC: 130716374\\nCLIENTE: PAOLA DEL CARMEN REYES REYES\\nRNC CLIENTE: 03300347212\\nFACTURA DE CREDITO FISCAL\\nNCF E316995554480\\nFACTURA NO.: 8943548\\nAUTORIZACION: 764954989\\nTELEFONO: 809-921-7534\\nFECHA: 10/07/2024  HORA: 19:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     523.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,197.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     803.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,162.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,685.00\\nITBIS 18% RD$       2,643.30\\nTOTAL RD$          17,328.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3596872\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 88355387\"}","template_ids":[1,0],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02600156166","130716374"],"invoice_ids":["inv_e97bf9c9d2ba9cc45e1d","inv_7f64e75112358a444dd8"],"observation_id":"obs_3f666857b9d909515f1f","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.762,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.701,"brightness_factor":1.089,"blur_sigma":0.439,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.36,"jpeg_quality":86,"documents":[{"rotation_deg":0.006,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.773,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":14922389111907682056,"difficulty":"hard","split":"train"}
{"image":"images/607_006003.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04200050104\",\"ncf\":\"E456524911569\",\"fecha_comprobante\":\"20250707\",\"monto_facturado\":2972.00,\"itbis_facturado\":534.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":3506.96,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00108792433\",\"ncf\":\"E310826769618\",\"fecha_comprobante\":\"20251016\",\"monto_facturado\":164000.00,\"itbis_facturado\":29520.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":59274.69,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":134245.31,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ISLANDER RESTAURANT & LOUNGE\\nRNC EMISOR: 132483421\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BIENVENIDO DEOGRACIAS SERRATA TORRES\\nRNC CLIENTE: 04200050104\\nFACTURA DE CREDITO FISCAL\\nNCF: E456524911569\\nFACTURA NO.: 3484999\\nAUTORIZACION: 67200831\\nTELEFONO: 809-204-9542\\nFECHA: 07/07/2025  HORA: 15:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,658.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,314.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,972.00\\nIMPUESTO ITBIS RD$         534.96\\nTOTAL RD$           3,506.96\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9499780\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nANTILIA CONSULTORIA Y PROYECTOS AMBIENTALE\\nRNC EMISOR: 130251071\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIPE DE JESUS MENDEZ GONZALEZ\\nRNC CLIENTE: 00108792433\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310826769618\\nFACTURA NO.: 4543896\\nAUTORIZACION: 481853299\\nTELEFONO: 809-341-3422\\nFECHA: 16/10/2025  HORA: 18:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      14,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       33,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   17,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      100,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      164,000.00\\nITBIS RD$      29,520.00\\nTOTAL RD$         193,520.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5010210\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 81921976\\nDETALLE DE SERVICIOS\"}","template_ids":[4,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132483421","130251071"],"invoice_ids":["inv_bfdc0945a2871dbeebe2","inv_88699de74bd49014929d"],"observation_id":"obs_ba421a29a8ad86aa4e52","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.647,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.774,"brightness_factor":1.07,"blur_sigma":0.446,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.02,"jpeg_quality":81,"documents":[{"rotation_deg":0.272,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.768,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16845911812342478207,"difficulty":"hard","split":"train"}
{"image":"images/606_006004.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04700818257\",\"ncf\":\"E313991368010\",\"fecha_comprobante\":\"20241117\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":27750.85,\"itbis_facturado\":4212.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"J R AGRICOLA\\nRAFAEL ANT ROBERTO ABREU GONZALEZ\\nRNC 04700818257\\nCLIENTE: PLANBELOW SRL\\nRNC CLIENTE: 130789802\\nFACTURA DE CREDITO FISCAL\\nNCF: E313991368010\\nFACTURA NO.: 2664286\\nAUTORIZACION: 213228016\\nTELEFONO: 809-297-1062\\nFECHA: 17/11/2024  HORA: 17:43\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    FERTILIZANTE AGRICOLA\\n                                                 11,529.95\\n    2  QUINTAL   ARROZ EN CASCARA\\n                                                  4,345.90\\n    5  UNIDAD    SEMILLAS CERTIFICADAS\\n                                                 11,875.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       27,750.85\\nITBIS RD$       4,212.89\\nTOTAL RD$          31,963.74\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6867478\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 79671678\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["04700818257"],"invoice_ids":["inv_fd841ddc9a1ed64020ec"],"observation_id":"obs_7d3a2e71a706e871f0ca","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":0.752,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.679,"brightness_factor":1.032,"blur_sigma":0.634,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":27.74,"jpeg_quality":81,"documents":[{"rotation_deg":-0.086,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":182994018245839212,"difficulty":"medium","split":"test"}
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{"image":"images/606_006022.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00114089162\",\"ncf\":\"B1552092083\",\"fecha_comprobante\":\"20250915\",\"monto_facturado_servicios\":803.00,\"monto_facturado_bienes\":42044.00,\"itbis_facturado\":7712.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"IGNACIO ANTONIO SANCHEZ GALVEZ\\nIGNACIO ANTONIO SANCHEZ GALVEZ\\nRNC EMISOR: 00114089162\\nCLIENTE: NADIA AMANTINA ABUD FLORENCIO\\nRNC CLIENTE: 00112149182\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1552092083\\nFACTURA NO.: 6447019\\nAUTORIZACION: 494414150\\nTELEFONO: 809-481-8340\\nFECHA: 15/09/2025  HORA: 16:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     385.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     803.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,133.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,204.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,322.00\\n-------------------------------------------\\nSUB-TOTAL RD$       42,847.00\\nIMPUESTO ITBIS RD$       7,712.46\\nTOTAL RD$          50,559.46\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6794506\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00114089162"],"invoice_ids":["inv_9ffae107e1dcfd0bfdb9"],"observation_id":"obs_0e4112eae510cc39255c","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":9.06,"augmentation_metadata":{"downscale_factor":0.512,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.874,"brightness_factor":0.989,"blur_sigma":0.816,"crop_applied":false,"camera_distance_factors":[0.907],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.8,"jpeg_quality":77,"documents":[{"rotation_deg":-1.534,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":540986532355685617,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_006024.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101171928\",\"ncf\":\"E440509596576\",\"fecha_comprobante\":\"20250723\",\"monto_facturado_servicios\":50262.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9047.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GAR Y SER DE AGUA SAN ANT CXA\\nGAR Y SER DE AGUA SAN ANT CXA\\nRNC EMISOR: 101171928\\nCLIENTE: FLORISTERIA GFC LA VEGA SRL\\nRNC CLIENTE: 133380422\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440509596576\\nFACTURA NO.: 6759034\\nAUTORIZACION: 96641400\\nTELEFONO: 809-358-1797\\nFECHA: 23/07/2025  HORA: 13:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   5,012.00\\n    2  VIAJE     SERVICIO DE TRANSPORTE\\n                                  35,978.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   8,441.99\\n    2  VIAJE     SERVICIO DE MENSAJERIA\\n                                     831.00\\n-------------------------------------------\\nSUB-TOTAL RD$       50,262.99\\nITBIS RD$       9,047.34\\nTOTAL RD$          59,310.33\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6290019\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 50210927\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGYS\\nPAGADO\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["101171928"],"invoice_ids":["inv_c44589611637b42fad7a"],"observation_id":"obs_4f148dd583cdfb7cce64","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":8.7,"augmentation_metadata":{"downscale_factor":0.791,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.562,"brightness_factor":1.061,"blur_sigma":0.379,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":81,"documents":[{"rotation_deg":1.314,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"GYS"}]},"num_invoices":1,"seed":8254621014209056778,"difficulty":"hard","split":"train"}
{"image":"images/607_006025.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101852119\",\"ncf\":\"E315285778996\",\"fecha_comprobante\":\"20251128\",\"monto_facturado\":15238.75,\"itbis_facturado\":2742.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":17981.73,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101594144\",\"ncf\":\"B1576069958\",\"fecha_comprobante\":\"20251026\",\"monto_facturado\":26813.80,\"itbis_facturado\":4826.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":31640.28,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALPE S A\\nRNC EMISOR: 101028033\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRUZ DORADA S A\\nRNC CLIENTE: 101852119\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315285778996\\nFACTURA NO.: 7609477\\nAUTORIZACION: 464921145\\nTELEFONO: 809-938-7861\\nFECHA: 28/11/2025  HORA: 08:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   4,358.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,134.75\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,026.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,184.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     536.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       15,238.75\\nITBIS 18% RD$       2,742.98\\nTOTAL RD$          17,981.73\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1130042\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 91709518\\n\\n--- FACTURA ---\\n\\nARLYN RC SERVICES SUPPLY COMPANY\\nRNC EMISOR: 132517768\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS IMPRESOS DEL CARIBE S A\\nRNC CLIENTE: 101594144\\nFACTURA DE CREDITO FISCAL\\nNCF B1576069958\\nFACTURA NO.: 7425479\\nAUTORIZACION: 136294192\\nTELEFONO: 809-480-2106\\nFECHA: 26/10/2025  HORA: 14:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA            659.00\\n    3  UNIDAD    EQUIPO ELECTRICO            13,223.85\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,492.95\\n    5  SERVICIO  SERVICIO DE ENTREGA          5,590.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO         5,848.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,813.80\\nIMPUESTO ITBIS RD$       4,826.48\\nTOTAL RD$          31,640.28\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1023156\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 35148002\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nARCHIVADO\"}","template_ids":[5,7],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101028033","132517768"],"invoice_ids":["inv_0f60fb2bad8c6c16998e","inv_0f159e86b5a1b7036027"],"observation_id":"obs_c7171ce917e70787b229","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.18,"augmentation_metadata":{"downscale_factor":0.802,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.88,"brightness_factor":1.034,"blur_sigma":0.447,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.02,"jpeg_quality":75,"documents":[{"rotation_deg":0.903,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.461,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13357810736834278390,"difficulty":"hard","split":"test"}
{"image":"images/606_006026.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130501009\",\"ncf\":\"E446035138528\",\"fecha_comprobante\":\"20240808\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2504.00,\"itbis_facturado\":450.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00110620218\",\"ncf\":\"B1495758134\",\"fecha_comprobante\":\"20240130\",\"monto_facturado_servicios\":103000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18540.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"J G M JOSE GABRIEL MONTERO & ASOCIADOS ING\\nJ G M JOSE GABRIEL MONTERO & ASOCIADOS\\nINGENIERO\\nRNC: 130501009\\nCLIENTE: ANGEL RADHAMES VASQUEZ ZAPATA\\nZAPATA\\nRNC CLIENTE: 00105188148\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446035138528\\nFACTURA NO.: 7081861\\nAUTORIZACION: 532913333\\nTELEFONO: 809-334-3546\\nFECHA: 08/08/2024  HORA: 17:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,504.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,504.00\\nITBIS 18% RD$         450.72\\nTOTAL RD$           2,954.72\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1431534\\nGRACIAS POR SU COMPRA\\nJGM\\nRecibido\\n\\n--- FACTURA ---\\n\\nLAUREANA MARIA PAULINO GONZALEZ DE ROMERO\\nLAUREANA MARIA PAULINO GONZALEZ DE ROMERO\\nRNC 00110620218\\nCLIENTE: TIRATO SRL\\nRNC CLIENTE: 132994124\\nFACTURA DE CREDITO FISCAL\\nNCF: B1495758134\\nFACTURA NO.: 2809325\\nAUTORIZACION: 200706314\\nTELEFONO: 809-887-7594\\nFECHA: 30/01/2024  HORA: 17:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        77,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      25,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      103,000.00\\nITBIS 18% RD$      18,540.00\\nTOTAL RD$         121,540.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3709858\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[5,11],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130501009","00110620218"],"invoice_ids":["inv_6f8162e420afc059fd14","inv_93d91e12eb72dd2b28ea"],"observation_id":"obs_e8f7e2ebc17c349fcacd","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.61,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.835,"brightness_factor":0.931,"blur_sigma":0.252,"crop_applied":false,"camera_distance_factors":[0.888,0.937],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":62.57,"jpeg_quality":87,"documents":[{"rotation_deg":-0.443,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.893,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JGM"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5839924428455456773,"difficulty":"medium","split":"train"}
{"image":"images/607_006027.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09700224604\",\"ncf\":\"B1503949693\",\"fecha_comprobante\":\"20240725\",\"monto_facturado\":23178.95,\"itbis_facturado\":4172.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":27351.16,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGROVETERINARIA GENESIS C POR A\\nRNC EMISOR: 130358559\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NATALIYA EREMENKO\\nRNC CLIENTE: 09700224604\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1503949693\\nFACTURA NO.: 0188517\\nAUTORIZACION: 792714636\\nTELEFONO: 809-581-4902\\nFECHA: 25/07/2024  HORA: 11:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     308.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     733.95\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  21,315.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     822.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,178.95\\nITBIS RD$       4,172.21\\nTOTAL RD$          27,351.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3269792\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 44885401\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130358559"],"invoice_ids":["inv_95f2213a2f6756190da7"],"observation_id":"obs_fcb6d5d7fd24815e81d3","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.51,"augmentation_metadata":{"downscale_factor":0.947,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.001,"brightness_factor":0.988,"blur_sigma":0.096,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.17,"jpeg_quality":96,"documents":[{"rotation_deg":0.001,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3104023332340033940,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 36714189\\n\\n--- FACTURA ---\\n\\nFERRETERIA RANDY\\nRAUL MONEGRO REYES\\nRNC: 05600180730\\nCLIENTE: MARGARITA RODRIGUEZ VENTURA\\nRNC CLIENTE: 07100579171\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458629059559\\nFACTURA NO.: 9288350\\nAUTORIZACION: 875779765\\nTELEFONO: 809-703-6108\\nFECHA: 09/12/2024  HORA: 14:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,914.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     819.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,733.00\\nITBIS RD$         671.94\\nTOTAL RD$           4,404.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1879077\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSERRA & BERNECHEA S A\\nSERRA & BERNECHEA S A\\nRNC: 111128315\\nCLIENTE: CARROCASA SIN LIMITE EIRL\\nRNC CLIENTE: 132842911\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1456563893\\nFACTURA NO.: 0485682\\nAUTORIZACION: 188571137\\nTELEFONO: 809-760-7818\\nFECHA: 04/05/2024  HORA: 17:46\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                 78,076.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       78,076.00\\nITBIS RD$      14,053.68\\nTOTAL RD$          92,129.68\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3353362\\nGRACIAS POR SU COMPRA\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nADSTROLOGY\\nADSTROLOGY SRL\\nRNC EMISOR: 131364039\\nCLIENTE: LAURA MARIA PEREDA DOMINGO\\nRNC CLIENTE: 00114429418\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E316560875290\\nFACTURA NO.: 2621645\\nAUTORIZACION: 214211470\\nTELEFONO: 809-766-8511\\nFECHA: 10/01/2024  HORA: 20:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,767.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  31,330.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       33,097.99\\nIMPUESTO ITBIS RD$       5,957.64\\nTOTAL RD$          39,055.63\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7489319\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 44306241\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nMIGUEL ALEJANDRO TAVERAS\\nMIGUEL ALEJANDRO TAVERAS\\nRNC EMISOR: 03600415131\\nCLIENTE: ASPS INVESTMENT PROPPERTY GROUP\\nSRL\\nRNC CLIENTE: 133478641\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441511618819\\nFACTURA NO.: 6371489\\nAUTORIZACION: 855573102\\nTELEFONO: 809-221-3970\\nFECHA: 20/07/2024  HORA: 12:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    JUGO NATURAL\\n                                     305.98\\n-------------------------------------------\\nSUBTOTAL RD$          305.98\\nITBIS RD$          55.08\\nTOTAL RD$             361.06\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 323583\\nGRACIAS POR SU COMPRA\\nCopia cliente\\n\\n--- FACTURA ---\\n\\n2 DOS TALLER CREATIVO C POR A\\n2 DOS TALLER CREATIVO C POR A\\nRNC EMISOR: 101550554\\nCLIENTE: SERVICIOS ROGARI EIRL\\nRNC CLIENTE: 132315693\\nFACTURA DE CREDITO FISCAL\\nNCF B0160649183\\nFACTURA NO.: 2670751\\nAUTORIZACION: 539548724\\nTELEFONO: 809-885-3768\\nFECHA: 23/03/2025  HORA: 17:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  17,535.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,312.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       18,847.00\\nITBIS RD$       3,392.46\\nTOTAL RD$          22,239.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6623147\\nGRACIAS POR SU COMPRA\\nArchivado\\n\\n--- FACTURA ---\\n\\nGRAYOLA CONSTRUCTORA\\nGRAYOLA CONSTRUCTORA SRL\\nRNC EMISOR: 130916578\\nCLIENTE: ZONA IMPORT EXPORT S A\\nRNC CLIENTE: 122015272\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325426353483\\nFACTURA NO.: 7727110\\nAUTORIZACION: 814051619\\nTELEFONO: 809-320-4417\\nFECHA: 30/12/2025  HORA: 20:12\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  LIBRA     CLAVOS CORRIENTES 2 PULGADAS\\n                                                    376.00\\n    6  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                  1,437.00\\n    2  GALON     PINTURA ACRILICA SUPERIOR 1 GAL\\n                                                  1,718.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        3,531.00\\nIMPUESTO ITBIS RD$         635.58\\nTOTAL RD$           4,166.58\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3988830\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_006040.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00111023883\",\"ncf\":\"E453156999121\",\"fecha_comprobante\":\"20241206\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2467.80,\"itbis_facturado\":444.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"DIOGENES DAVID HICIANO METZ\\nDIOGENES DAVID HICIANO METZ\\nRNC 00111023883\\nCLIENTE: ROLANDO FANI SEVERINO\\nRNC CLIENTE: 00800236903\\nFACTURA DE CREDITO FISCAL\\nNCF: E453156999121\\nFACTURA NO.: 2681126\\nAUTORIZACION: 356928433\\nTELEFONO: 809-300-8687\\nFECHA: 06/12/2024  HORA: 14:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,467.80\\n-------------------------------------------\\nSUB-TOTAL RD$        2,467.80\\nITBIS 18% RD$         444.20\\nTOTAL RD$           2,912.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2197625\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 92407172\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00111023883"],"invoice_ids":["inv_d297dab528af13590e3f"],"observation_id":"obs_608655b152c5a5487ee1","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":9.85,"augmentation_metadata":{"downscale_factor":0.823,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.942,"brightness_factor":1.039,"blur_sigma":0.341,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.15,"jpeg_quality":87,"documents":[{"rotation_deg":-0.141,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12787259087864747543,"difficulty":"hard","split":"validation"}
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{"image":"images/607_006043.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130863415\",\"ncf\":\"E448447394756\",\"fecha_comprobante\":\"20241218\",\"monto_facturado\":485701.90,\"itbis_facturado\":87426.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":386686.36,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":186441.88,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELECTROKING\\nRNC EMISOR: 131551752\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOLTICIO IMPORT SRL\\nRNC CLIENTE: 130863415\\nFACTURA DE CREDITO FISCAL\\nNCF E448447394756\\nFACTURA NO.: 3628303\\nAUTORIZACION: 281942799\\nTELEFONO: 809-609-2337\\nFECHA: 18/12/2024  HORA: 16:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    COMPUTADORA PORTATIL\\n                                 334,626.00\\n    1  SERVICIO  DESARROLLO DE SOFTWARE\\n                                 130,420.00\\n    2  UNIDAD    CABLE DE RED CAT6\\n                                   1,790.00\\n    2  UNIDAD    TONER PARA IMPRESORA\\n                                  18,865.90\\n-------------------------------------------\\nBASE IMPONIBLE RD$      485,701.90\\nITBIS RD$      87,426.34\\nTOTAL RD$         573,128.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8066285\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 33200493\\nE\"}","template_ids":[5],"business_categories":["tecnologia"],"catalog_sources":[["curated"]],"issuer_rncs":["131551752"],"invoice_ids":["inv_e6c4d2cee44d9560acdd"],"observation_id":"obs_0cbe88ec6507882a3b01","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.33,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.019,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.92,"jpeg_quality":96,"documents":[{"rotation_deg":0.119,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"E"}]},"num_invoices":1,"seed":11657520877193460989,"difficulty":"clean","split":"train"}
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{"image":"images/607_006057.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130692181\",\"ncf\":\"B1450580834\",\"fecha_comprobante\":\"20241128\",\"monto_facturado\":230500.00,\"itbis_facturado\":41490.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":271990.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MESA DE NEGOCIOS\\nRNC EMISOR: 130447578\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANDY ELECTRO IMPORT SRL\\nRNC CLIENTE: 130692181\\nFACTURA DE CREDITO FISCAL\\nNCF B1450580834\\nFACTURA NO.: 3911951\\nAUTORIZACION: 216159526\\nTELEFONO: 809-982-8603\\nFECHA: 28/11/2024  HORA: 17:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            47,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   47,500.00\\n    3  MES       SUPERVISION DE OBRA         64,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       71,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      230,500.00\\nITBIS RD$      41,490.00\\nTOTAL RD$         271,990.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6431753\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 75473932\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130447578"],"invoice_ids":["inv_2af99e1ec51021022e56"],"observation_id":"obs_c3db03659f5db866f2cb","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.999,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.45,"jpeg_quality":97,"documents":[{"rotation_deg":0.04,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16361627238446625037,"difficulty":"clean","split":"train"}
{"image":"images/606_006058.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07700048197\",\"ncf\":\"E320369825490\",\"fecha_comprobante\":\"20250201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":51293.00,\"itbis_facturado\":9232.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131476872\",\"ncf\":\"E448679917194\",\"fecha_comprobante\":\"20250301\",\"monto_facturado_servicios\":572.00,\"monto_facturado_bienes\":7630.00,\"itbis_facturado\":1476.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MARLEN CATERINA FELIZ JOSE\\nMARLEN CATERINA FELIZ JOSE\\nRNC 07700048197\\nCLIENTE: OSVALDO ARTURO BALBUENA MATA\\nRNC CLIENTE: 06100110292\\nFACTURA DE CREDITO FISCAL\\nNCF E320369825490\\nFACTURA NO.: 8288369\\nAUTORIZACION: 748159802\\nTELEFONO: 809-271-8341\\nFECHA: 01/02/2025  HORA: 17:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,248.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,550.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  30,495.00\\n-------------------------------------------\\nSUBTOTAL RD$       51,293.00\\nITBIS 18% RD$       9,232.74\\nTOTAL RD$          60,525.74\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6396595\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 26173114\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMCF\\n\\n--- FACTURA ---\\n\\nLA REYNA DEL PAIS\\nLA REYNA DEL PAIS EIRL\\nRNC: 131476872\\nCLIENTE: CONSORCIO MAGNA COMPREICA\\nRNC CLIENTE: 101671289\\nFACTURA DE CREDITO FISCAL\\nNCF: E448679917194\\nFACTURA NO.: 4104007\\nAUTORIZACION: 581780999\\nTELEFONO: 809-242-8578\\nFECHA: 01/03/2025  HORA: 15:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          7,630.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            572.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,202.00\\nIMPUESTO ITBIS RD$       1,476.36\\nTOTAL RD$           9,678.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4638642\\nGRACIAS POR SU COMPRA\\nAPROBADO\"}","template_ids":[5,2],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07700048197","131476872"],"invoice_ids":["inv_2479a68ab12736de0847","inv_293c750cf0e700eec244"],"observation_id":"obs_997a66bbca5c76afe413","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.872,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.631,"brightness_factor":1.06,"blur_sigma":0.589,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.9,"jpeg_quality":91,"documents":[{"rotation_deg":-0.263,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.758,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MCF"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":797490721719500306,"difficulty":"medium","split":"train"}
{"image":"images/607_006059.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800743011\",\"ncf\":\"B1420586055\",\"fecha_comprobante\":\"20240626\",\"monto_facturado\":106500.00,\"itbis_facturado\":19170.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":125670.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ROASEN Y ASOCIADOS\\nRNC EMISOR: 131396941\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE VENTURA PICHARDO\\nRNC CLIENTE: 02800743011\\nFACTURA DE CREDITO FISCAL\\nNCF: B1420586055\\nFACTURA NO.: 8171750\\nAUTORIZACION: 534373111\\nTELEFONO: 809-929-6756\\nFECHA: 26/06/2024  HORA: 18:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         64,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       42,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      106,500.00\\nITBIS 18% RD$      19,170.00\\nTOTAL RD$         125,670.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7762670\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131396941"],"invoice_ids":["inv_e9444592098b58655233"],"observation_id":"obs_3d375bcbd8e5993124e1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.11,"augmentation_metadata":{"downscale_factor":0.819,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.007,"brightness_factor":0.846,"blur_sigma":0.425,"crop_applied":false,"camera_distance_factors":[0.946],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.34,"jpeg_quality":75,"documents":[{"rotation_deg":-2.057,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3801363120046669965,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 53221080\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nJUVE\\nCONSTRUCTORA JUVE SRL\\nRNC 124023114\\nCLIENTE: VIDAL NICOLAS NUÑEZ VILLAR\\nRNC CLIENTE: 05100078897\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0258481091\\nFACTURA NO.: 1495471\\nAUTORIZACION: 687986274\\nTELEFONO: 809-776-9457\\nFECHA: 07/12/2024  HORA: 09:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  METRO3    ARENA GRIS LAVADA GRUESA     8,997.00\\n    2  FUNDA     CEMENTO GRIS 42.5 KG         1,083.98\\n    1  SERVICIO  INSTALACION ELECTRICA       12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       22,580.98\\nITBIS RD$       4,064.58\\nTOTAL RD$          26,645.56\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6463167\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_006073.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132178882\",\"ncf\":\"E453415601670\",\"fecha_comprobante\":\"20240417\",\"monto_facturado\":4394.95,\"itbis_facturado\":791.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5186.04,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALIEN QUEEN\\nRNC EMISOR: 133302357\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EFFICIENCY SERVICES FJPM SRL\\nRNC CLIENTE: 132178882\\nFACTURA DE CREDITO FISCAL\\nNCF: E453415601670\\nFACTURA NO.: 7796393\\nAUTORIZACION: 362139302\\nTELEFONO: 809-710-7756\\nFECHA: 17/04/2024  HORA: 15:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                   2,674.00\\n    1  SERVICIO  CORTE Y PEINADO\\n                                   1,720.95\\n-------------------------------------------\\nSUBTOTAL RD$        4,394.95\\nITBIS RD$         791.09\\nTOTAL RD$           5,186.04\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4427881\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 64032821\\nPROCESADO\"}","template_ids":[5],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["133302357"],"invoice_ids":["inv_af572c012117df4e6710"],"observation_id":"obs_b544c24f1880e4f5e32a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":9.11,"augmentation_metadata":{"downscale_factor":0.756,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.92,"brightness_factor":0.857,"blur_sigma":0.42,"crop_applied":false,"camera_distance_factors":[0.925],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.22,"jpeg_quality":81,"documents":[{"rotation_deg":-2.06,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16200166783918228068,"difficulty":"medium","split":"train"}
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{"image":"images/607_006075.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109277210\",\"ncf\":\"E329677119641\",\"fecha_comprobante\":\"20240515\",\"monto_facturado\":21109.98,\"itbis_facturado\":3799.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":24909.78,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TONKA CONSTRUCCIONES\\nRNC EMISOR: 131110894\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMIRCAR ANIBAL RINCON VERAS\\nRNC CLIENTE: 00109277210\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329677119641\\nFACTURA NO.: 2070233\\nAUTORIZACION: 789914148\\nTELEFONO: 809-708-3371\\nFECHA: 15/05/2024  HORA: 18:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      161.98\\n   11  UNIDAD    INTERRUPTOR SENCILLO         1,451.45\\n    5  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    8,710.00\\n    6  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      960.00\\n  149  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    9,826.55\\n----------------------------------------------\\nBASE IMPONIBLE RD$       21,109.98\\nIMPUESTO ITBIS RD$       3,799.80\\nTOTAL RD$          24,909.78\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4162962\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 86181189\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131110894"],"invoice_ids":["inv_dd4555bf7cf57a418852"],"observation_id":"obs_e93485ca77e86398e2ae","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.17,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":1.03,"brightness_factor":0.959,"blur_sigma":0.168,"crop_applied":false,"camera_distance_factors":[0.931],"legibility_scale_corrections":[0.0],"final_contrast_stddev":76.37,"jpeg_quality":88,"documents":[{"rotation_deg":-0.867,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7085084515942026799,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 89224724\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\\n\\n--- FACTURA ---\\n\\nARTURO GARCIA LASCA\\nARTURO GARCIA LASCA\\nRNC EMISOR: 00116905738\\nCLIENTE: CIBAO LICOR STORE DWVD SRL\\nRNC CLIENTE: 133560747\\nFACTURA DE CREDITO FISCAL\\nNCF B1423017691\\nFACTURA NO.: 4339788\\nAUTORIZACION: 514788232\\nTELEFONO: 809-822-5772\\nFECHA: 26/02/2024  HORA: 17:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       2,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       57,500.00\\n    1  VISITA    INSPECCION TECNICA           5,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   21,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       86,000.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          86,000.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6256297\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_006091.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131957732\",\"ncf\":\"B1408498027\",\"fecha_comprobante\":\"20250204\",\"monto_facturado\":53201.77,\"itbis_facturado\":9576.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":62778.09,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GLOBAL COMERCIAL CGC IMPORT & EXPORT\\nRNC EMISOR: 132371781\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: METALMECANICA INDUSTRIAL R A SRL\\nRNC CLIENTE: 131957732\\nFACTURA DE CREDITO FISCAL\\nNCF B1408498027\\nFACTURA NO.: 0456566\\nAUTORIZACION: 751881222\\nTELEFONO: 809-473-3982\\nFECHA: 04/02/2025  HORA: 08:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            33,647.80\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,196.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO        12,136.00\\n    3  UNIDAD    MATERIAL DE OFICINA          6,221.97\\n----------------------------------------------\\nBASE IMPONIBLE RD$       53,201.77\\nITBIS 18% RD$       9,576.32\\nTOTAL RD$          62,778.09\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7529569\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132371781"],"invoice_ids":["inv_05ff49b9588831970181"],"observation_id":"obs_f5c9234f58f3111c26c6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":5.89,"augmentation_metadata":{"downscale_factor":0.612,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.967,"brightness_factor":1.047,"blur_sigma":0.203,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.23,"jpeg_quality":81,"documents":[{"rotation_deg":3.655,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4894226363313499369,"difficulty":"medium","split":"train"}
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{"image":"images/606_006094.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06600047325\",\"ncf\":\"B0104757200\",\"fecha_comprobante\":\"20250416\",\"monto_facturado_servicios\":6400.00,\"monto_facturado_bienes\":6716.50,\"itbis_facturado\":2360.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RAUL HERNANDEZ LINO\\nRAUL HERNANDEZ LINO\\nRNC EMISOR: 06600047325\\nCLIENTE: BIB CAPITAL SRL\\nRNC CLIENTE: 132069838\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0104757200\\nFACTURA NO.: 1529911\\nAUTORIZACION: 211791665\\nTELEFONO: 809-732-8486\\nFECHA: 16/04/2025  HORA: 10:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           188.50\\n    4  UNIDAD    MATERIAL DE OFICINA          4,686.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,842.00\\n    4  SERVICIO  SERVICIO DE ENTREGA          6,400.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,116.50\\nITBIS 18% RD$       2,360.97\\nTOTAL RD$          15,477.47\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5435689\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 32443154\\nEntregado\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["06600047325"],"invoice_ids":["inv_5a23490ab589bc0c78bc"],"observation_id":"obs_2cf3352fdc0bfc89d5ed","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":6.94,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.029,"brightness_factor":0.872,"blur_sigma":0.281,"crop_applied":false,"camera_distance_factors":[0.893],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.68,"jpeg_quality":87,"documents":[{"rotation_deg":0.438,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4349815655017956760,"difficulty":"light","split":"train"}
{"image":"images/607_006095.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101684082\",\"ncf\":\"E447989031482\",\"fecha_comprobante\":\"20250911\",\"monto_facturado\":125000.00,\"itbis_facturado\":22500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":147500.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASOPROBOCA\\nRNC EMISOR: 430131717\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARMEN INMACULADA BETANCES M DE FREITES\\nRNC CLIENTE: 00101684082\\nFACTURA DE CREDITO FISCAL\\nNCF: E447989031482\\nFACTURA NO.: 6826064\\nAUTORIZACION: 300391578\\nTELEFONO: 809-769-3490\\nFECHA: 11/09/2025  HORA: 11:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      15,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   18,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    27,500.00\\n    1  MES       SUPERVISION DE OBRA         38,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      26,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      125,000.00\\nITBIS 18% RD$      22,500.00\\nTOTAL RD$         147,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1980437\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 59572930\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430131717"],"invoice_ids":["inv_2c9f67ed79d825494bf8"],"observation_id":"obs_fd7ac9536f6409ce1209","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.727,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.74,"brightness_factor":1.054,"blur_sigma":0.358,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.16,"jpeg_quality":84,"documents":[{"rotation_deg":1.29,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6170571847746500038,"difficulty":"medium","split":"test"}
{"image":"images/606_006096.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133668009\",\"ncf\":\"B1530543942\",\"fecha_comprobante\":\"20240221\",\"monto_facturado_servicios\":211000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":37980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"METRIS CONSULTORIA ESTRATEGICA\\nMETRIS CONSULTORIA ESTRATEGICA SRL\\nRNC: 133668009\\nCLIENTE: GERMAN LORENZO GERONIMO\\nRNC CLIENTE: 00111475935\\nFACTURA DE CREDITO FISCAL\\nNCF B1530543942\\nFACTURA NO.: 2566176\\nAUTORIZACION: 263066008\\nTELEFONO: 809-289-5133\\nFECHA: 21/02/2024  HORA: 16:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  SERVICIO  ASESORIA TECNICA            26,000.00\\n    1  PROYECTO  DISENO DE PLANOS           133,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n    1  MES       SUPERVISION DE OBRA         32,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      211,000.00\\nITBIS 18% RD$      37,980.00\\nTOTAL RD$         248,980.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2903345\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 45109441\\nMCE\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133668009"],"invoice_ids":["inv_5256061d83dc32b8c556"],"observation_id":"obs_335f49cee4e1bdc76fc2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.16,"augmentation_metadata":{"downscale_factor":0.712,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.995,"brightness_factor":0.905,"blur_sigma":0.77,"crop_applied":false,"camera_distance_factors":[0.976],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.55,"jpeg_quality":90,"documents":[{"rotation_deg":3.252,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MCE"}]},"num_invoices":1,"seed":15138802310328161749,"difficulty":"medium","split":"train"}
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{"image":"images/606_006106.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130856699\",\"ncf\":\"B1565945333\",\"fecha_comprobante\":\"20240520\",\"monto_facturado_servicios\":296.00,\"monto_facturado_bienes\":656.00,\"itbis_facturado\":171.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CRUSOR\\nCRUSOR SRL\\nRNC EMISOR: 130856699\\nCLIENTE: ALEXANDER DE JESUS DIAZ\\nRNC CLIENTE: 03105365294\\nFACTURA DE CREDITO FISCAL\\nNCF: B1565945333\\nFACTURA NO.: 7718856\\nAUTORIZACION: 495506844\\nTELEFONO: 809-599-7992\\nFECHA: 20/05/2024  HORA: 09:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     296.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     656.00\\n-------------------------------------------\\nSUBTOTAL RD$          952.00\\nITBIS 18% RD$         171.36\\nTOTAL RD$           1,123.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1219387\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130856699"],"invoice_ids":["inv_f986715d595447d30615"],"observation_id":"obs_9e9e57a22ba94618558a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":10.63,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.855,"brightness_factor":0.879,"blur_sigma":0.566,"crop_applied":false,"camera_distance_factors":[0.918],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.47,"jpeg_quality":82,"documents":[{"rotation_deg":-1.723,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6747256671396008495,"difficulty":"medium","split":"validation"}
{"image":"images/607_006107.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132590181\",\"ncf\":\"E455271592890\",\"fecha_comprobante\":\"20240627\",\"monto_facturado\":19872.50,\"itbis_facturado\":3577.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":69.85,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":23519.40}],\"ocr\":\"HENRY LUIS DIPRE VIZCAINO\\nRNC EMISOR: 40226144380\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TIMO DESIGN STORE SRL\\nRNC CLIENTE: 132590181\\nFACTURA DE CREDITO FISCAL\\nNCF E455271592890\\nFACTURA NO.: 7884711\\nAUTORIZACION: 982994112\\nTELEFONO: 809-555-1034\\nFECHA: 27/06/2024  HORA: 10:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     370.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,810.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,671.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  10,021.50\\n-------------------------------------------\\nSUB-TOTAL RD$       19,872.50\\nIMPUESTO ITBIS RD$       3,577.05\\nOTROS IMPUESTOS RD$      69.85\\nTOTAL RD$          23,519.40\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 995420\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 92287428\\nRecibido\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40226144380"],"invoice_ids":["inv_c0bdb488c351d3a83ede"],"observation_id":"obs_04fe1689afca535f5596","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.09,"augmentation_metadata":{"downscale_factor":0.972,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.966,"brightness_factor":1.007,"blur_sigma":0.201,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.48,"jpeg_quality":94,"documents":[{"rotation_deg":0.586,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10841389687700039244,"difficulty":"light","split":"train"}
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{"image":"images/606_006110.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101171634\",\"ncf\":\"B0125480469\",\"fecha_comprobante\":\"20250324\",\"monto_facturado_servicios\":1116.00,\"monto_facturado_bienes\":62008.95,\"itbis_facturado\":11362.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"DOM DE INVERS CIVILES Y TECN\\nDOM DE INVERS CIVILES Y TECN\\nRNC EMISOR: 101171634\\nCLIENTE: RIQUIS DIAZ DE LEON\\nRNC CLIENTE: 06500370496\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0125480469\\nFACTURA NO.: 6504158\\nAUTORIZACION: 568417436\\nTELEFONO: 809-909-7310\\nFECHA: 24/03/2025  HORA: 20:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  35,889.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     981.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,116.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,614.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  22,524.00\\n-------------------------------------------\\nSUBTOTAL RD$       63,124.95\\nITBIS RD$      11,362.49\\nTOTAL RD$          74,487.44\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5007783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 90041435\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101171634"],"invoice_ids":["inv_e7f8439d66ce38544270"],"observation_id":"obs_4d85ad87833e45a78ebc","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.3,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.593,"brightness_factor":1.1,"blur_sigma":0.709,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.11,"jpeg_quality":79,"documents":[{"rotation_deg":0.534,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15378902935766059542,"difficulty":"hard","split":"validation"}
{"image":"images/607_006111.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600403345\",\"ncf\":\"B1549368516\",\"fecha_comprobante\":\"20240911\",\"monto_facturado\":555.00,\"itbis_facturado\":99.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":343.04,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":311.86,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02800156479\",\"ncf\":\"B0265681736\",\"fecha_comprobante\":\"20241005\",\"monto_facturado\":134675.00,\"itbis_facturado\":24241.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":158916.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"R IMPORT S A\\nRNC EMISOR: 130356041\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARLETTE MARIA BOBADILLA FERNANDEZ\\nRNC CLIENTE: 02600403345\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1549368516\\nFACTURA NO.: 7319244\\nAUTORIZACION: 351076408\\nTELEFONO: 809-340-9851\\nFECHA: 11/09/2024  HORA: 17:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            555.00\\n----------------------------------------------\\nSUBTOTAL RD$          555.00\\nIMPUESTO ITBIS RD$          99.90\\nTOTAL RD$             654.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1756641\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nHOPE INTERNATIONAL MINISTRIES\\nRNC EMISOR: 430286176\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBERTO LEONEL TAVERAS SALCEDO\\nRNC CLIENTE: 02800156479\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0265681736\\nFACTURA NO.: 8019341\\nAUTORIZACION: 219876398\\nTELEFONO: 809-676-3161\\nFECHA: 05/10/2024  HORA: 19:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   7,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  15,000.00\\n   25  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  59,675.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  22,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  30,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      134,675.00\\nITBIS 18% RD$      24,241.50\\nTOTAL RD$         158,916.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5590314\\nGRACIAS POR SU COMPRA\\nHIM\\nENTREGADO\"}","template_ids":[13,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130356041","430286176"],"invoice_ids":["inv_6baeeae7583a8dc33219","inv_af20f99aa036e261f562"],"observation_id":"obs_2fbc69e9e38ed1eeae5b","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.64,"augmentation_metadata":{"downscale_factor":0.939,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.904,"brightness_factor":0.922,"blur_sigma":0.106,"crop_applied":false,"camera_distance_factors":[0.923,0.891],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":64.73,"jpeg_quality":95,"documents":[{"rotation_deg":-0.714,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.908,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"HIM"}]},"num_invoices":2,"seed":5118745135861304342,"difficulty":"medium","split":"validation"}
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{"image":"images/606_006122.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130849481\",\"ncf\":\"B0168872346\",\"fecha_comprobante\":\"20250926\",\"monto_facturado_servicios\":18933.50,\"monto_facturado_bienes\":17419.80,\"itbis_facturado\":6543.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"132933682\",\"ncf\":\"B1462376877\",\"fecha_comprobante\":\"20250113\",\"monto_facturado_servicios\":37686.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6783.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"03101360414\",\"ncf\":\"E456126488526\",\"fecha_comprobante\":\"20250824\",\"monto_facturado_servicios\":17638.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3174.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"YAQUE PRODUCTIONS SRL\\nYAQUE PRODUCTIONS SRL\\nRNC: 130849481\\nCLIENTE: MANUELA MAGDALENA MONEGRO YNOA\\nRNC CLIENTE: 04701017081\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0168872346\\nFACTURA NO.: 0790084\\nAUTORIZACION: 696049001\\nTELEFONO: 809-344-6844\\nFECHA: 26/09/2025  HORA: 15:06\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                                  4,228.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                                  6,622.50\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                                  8,083.00\\n    4  UNIDAD    BANNER PUBLICITARIO\\n                                                 17,419.80\\n----------------------------------------------------------\\nSUBTOTAL RD$       36,353.30\\nITBIS RD$       6,543.59\\nTOTAL RD$          42,896.89\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6882365\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 51130044\\n\\n--- FACTURA ---\\n\\nLACIG REAL ESTATE\\nLACIG REAL ESTATE SRL\\nRNC 132933682\\nCLIENTE: JORGE RAMON TAVAREZ TAVAREZ\\nRNC CLIENTE: 03102545914\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1462376877\\nFACTURA NO.: 7195031\\nAUTORIZACION: 558934259\\nTELEFONO: 809-646-8555\\nFECHA: 13/01/2025  HORA: 09:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       37,686.50\\n----------------------------------------------\\nSUB-TOTAL RD$       37,686.50\\nITBIS RD$       6,783.57\\nTOTAL RD$          44,470.07\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1302844\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 31109247\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMILTON JOSE YNFANTE MENDEZ\\nMILTON JOSE YNFANTE MENDEZ\\nRNC EMISOR: 03101360414\\nCLIENTE: TEXTILES ASTUR SRL\\nRNC CLIENTE: 101156341\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456126488526\\nFACTURA NO.: 6945763\\nAUTORIZACION: 357938526\\nTELEFONO: 809-963-6665\\nFECHA: 24/08/2025  HORA: 16:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     SERVICIO DE TRANSPORTE      17,638.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,638.50\\nITBIS RD$       3,174.93\\nTOTAL RD$          20,813.43\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3207539\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. DESCRIPCION IMPORTE\\nRevisado\"}","template_ids":[5,0,7],"business_categories":["comercio_general","comercio_general","transporte"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101201444","40245608654","02600488841"],"invoice_ids":["inv_85536c45b828716b32bb","inv_29bec29c6de78739f80a","inv_13256d3ea4014a4f3244"],"observation_id":"obs_eda21e827175d3b69724","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.58,"augmentation_metadata":{"downscale_factor":0.977,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.985,"brightness_factor":0.858,"blur_sigma":0.301,"crop_applied":false,"camera_distance_factors":[0.932,0.988,0.959],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":58.06,"jpeg_quality":88,"documents":[{"rotation_deg":1.49,"perspective":0.015,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":0.694,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.214,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17513126686370883303,"difficulty":"hard","split":"train"}
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{"image":"images/606_006134.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103994780\",\"ncf\":\"E447570425105\",\"fecha_comprobante\":\"20250820\",\"monto_facturado_servicios\":155500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27990.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"101711061\",\"ncf\":\"E315836512667\",\"fecha_comprobante\":\"20250831\",\"monto_facturado_servicios\":833.90,\"monto_facturado_bienes\":24474.00,\"itbis_facturado\":4555.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"GLENNY MERCEDES BETANCES LOPEZ\\nGLENNY MERCEDES BETANCES LOPEZ\\nRNC: 03103994780\\nCLIENTE: ALEXANDER GUERRERO\\nRNC CLIENTE: 00117127506\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447570425105\\nFACTURA NO.: 6429928\\nAUTORIZACION: 662393746\\nTELEFONO: 809-266-5203\\nFECHA: 20/08/2025  HORA: 18:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  DOCUMENT  REDACCION DE CONTRATO       93,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   45,000.00\\n    1  VISITA    INSPECCION TECNICA          17,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      155,500.00\\nITBIS 18% RD$      27,990.00\\nTOTAL RD$         183,490.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6123815\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCLUB HOUSE MANUGEMENT LTD\\nCLUB HOUSE MANUGEMENT LTD\\nRNC: 101711061\\nCLIENTE: CONSTRUCTORA COVELMAR SRL\\nRNC CLIENTE: 132620712\\nFACTURA DE CREDITO FISCAL\\nNCF: E315836512667\\nFACTURA NO.: 9416270\\nAUTORIZACION: 958965722\\nTELEFONO: 809-574-2525\\nFECHA: 31/08/2025  HORA: 12:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                     833.90\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  24,474.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       25,307.90\\nITBIS RD$       4,555.42\\nTOTAL RD$          29,863.32\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6858856\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,0],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03103994780","101711061"],"invoice_ids":["inv_21d6482d79e2dab2339d","inv_0a47f1ee889a431a9dbe"],"observation_id":"obs_8800bce675702e160cd9","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.849,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":1.013,"brightness_factor":0.975,"blur_sigma":0.124,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":60.64,"jpeg_quality":90,"documents":[{"rotation_deg":-0.993,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.917,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16462551002546067628,"difficulty":"hard","split":"train"}
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{"image":"images/607_006141.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130624577\",\"ncf\":\"B1491061671\",\"fecha_comprobante\":\"20250302\",\"monto_facturado\":34953.95,\"itbis_facturado\":6291.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":41245.66,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ARQUIMEDES RAMIREZ SENCION\\nRNC EMISOR: 00104797584\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YENI IDENICE DIAZ GOMEZ\\nRNC CLIENTE: 130624577\\nFACTURA DE CREDITO FISCAL\\nNCF: B1491061671\\nFACTURA NO.: 0451148\\nAUTORIZACION: 830174525\\nTELEFONO: 809-286-8932\\nFECHA: 02/03/2025  HORA: 19:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  15,279.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     853.98\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,055.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,765.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$       34,953.95\\nIMPUESTO ITBIS RD$       6,291.71\\nTOTAL RD$          41,245.66\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7728788\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 59652915\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00104797584"],"invoice_ids":["inv_b34a7b25848055479f34"],"observation_id":"obs_54b6d33c065f2e6c951a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.58,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.825,"brightness_factor":1.007,"blur_sigma":0.512,"crop_applied":false,"camera_distance_factors":[0.943],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.68,"jpeg_quality":84,"documents":[{"rotation_deg":1.669,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13273891839270274026,"difficulty":"medium","split":"train"}
{"image":"images/606_006142.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"09700034359\",\"ncf\":\"B1438188767\",\"fecha_comprobante\":\"20240808\",\"monto_facturado_servicios\":51320.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9237.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SAIRY DEL CARMEN PICHARDO BIERD DE DI VINC\\nSAIRY DEL CARMEN PICHARDO BIERD DE DI\\nVINCENZO\\nRNC 09700034359\\nCLIENTE: JUAN MANUEL PEÑA VASQUEZ\\nRNC CLIENTE: 12300130254\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1438188767\\nFACTURA NO.: 4581282\\nAUTORIZACION: 854248985\\nTELEFONO: 809-449-5925\\nFECHA: 08/08/2024  HORA: 18:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  51,320.00\\n-------------------------------------------\\nSUB-TOTAL RD$       51,320.00\\nITBIS 18% RD$       9,237.60\\nTOTAL RD$          60,557.60\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 491494\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 21369601\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["09700034359"],"invoice_ids":["inv_a46479b70a36b33b7cb0"],"observation_id":"obs_f23c821385e0969fd328","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.63,"augmentation_metadata":{"downscale_factor":0.652,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.762,"brightness_factor":1.061,"blur_sigma":0.459,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.08,"jpeg_quality":87,"documents":[{"rotation_deg":0.079,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11235865124095422780,"difficulty":"hard","split":"train"}
{"image":"images/607_006143.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132360907\",\"ncf\":\"B0228623923\",\"fecha_comprobante\":\"20250317\",\"monto_facturado\":26212.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":26212.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INMOTECNO\\nRNC EMISOR: 133224372\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IPSISTENR SOLUTIONS SRL\\nRNC CLIENTE: 132360907\\nFACTURA DE CREDITO FISCAL\\nNCF: B0228623923\\nFACTURA NO.: 6120638\\nAUTORIZACION: 21675287\\nTELEFONO: 809-343-7693\\nFECHA: 17/03/2025  HORA: 11:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  26,212.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,212.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          26,212.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9856470\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 42673988\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133224372"],"invoice_ids":["inv_9b9aba6aae5f1cd20038"],"observation_id":"obs_1f9730f2f4b8da20b5af","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":10.0,"augmentation_metadata":{"downscale_factor":0.936,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.989,"brightness_factor":0.992,"blur_sigma":0.174,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.35,"jpeg_quality":91,"documents":[{"rotation_deg":0.1,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12038118380054326069,"difficulty":"light","split":"train"}
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{"image":"images/607_006167.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101865083\",\"ncf\":\"B1427871349\",\"fecha_comprobante\":\"20250417\",\"monto_facturado\":244000.00,\"itbis_facturado\":43920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":287920.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASODIJU\\nRNC EMISOR: 430137847\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RODRITRANSIT DOMINICANA S A\\nRNC CLIENTE: 101865083\\nFACTURA DE CREDITO FISCAL\\nNCF B1427871349\\nFACTURA NO.: 1390140\\nAUTORIZACION: 260583610\\nTELEFONO: 809-725-8126\\nFECHA: 17/04/2025  HORA: 17:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  37,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 120,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  10,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  76,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      244,000.00\\nITBIS RD$      43,920.00\\nTOTAL RD$         287,920.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2327766\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 88308222\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRevisado\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430137847"],"invoice_ids":["inv_daf5cfbe2ac13e5053c0"],"observation_id":"obs_1417b8d5fd51acc0b763","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.71,"augmentation_metadata":{"downscale_factor":0.936,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":1.007,"brightness_factor":1.027,"blur_sigma":0.244,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.73,"jpeg_quality":94,"documents":[{"rotation_deg":-0.521,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6022292834929829375,"difficulty":"light","split":"train"}
{"image":"images/606_006168.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430020028\",\"ncf\":\"E312188771406\",\"fecha_comprobante\":\"20250510\",\"monto_facturado_servicios\":221500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":39870.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"EL CENTRO PASTORAL LA SALLE\\nEL CENTRO PASTORAL LA SALLE\\nRNC 430020028\\nCLIENTE: DISTRIBUIDORA Y JOYERIA MUNDO C\\nPOR A\\nRNC CLIENTE: 101503327\\nFACTURA DE CREDITO FISCAL\\nNCF E312188771406\\nFACTURA NO.: 1217725\\nAUTORIZACION: 429669574\\nTELEFONO: 809-528-1191\\nFECHA: 10/05/2025  HORA: 17:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  72,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  57,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  22,000.00\\n    2  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  36,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  33,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      221,500.00\\nIMPUESTO ITBIS RD$      39,870.00\\nTOTAL RD$         261,370.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3471860\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 15020600\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nECP\\nArchivado\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430020028"],"invoice_ids":["inv_518a4d48f6f124221c86"],"observation_id":"obs_30daaa7230ebb99efbac","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.83,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.668,"brightness_factor":1.077,"blur_sigma":0.375,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.93,"jpeg_quality":86,"documents":[{"rotation_deg":1.225,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ECP"}]},"num_invoices":1,"seed":17121995216677761958,"difficulty":"hard","split":"train"}
{"image":"images/607_006169.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130079498\",\"ncf\":\"E448823896410\",\"fecha_comprobante\":\"20251025\",\"monto_facturado\":18591.50,\"itbis_facturado\":3346.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7201.15,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14736.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JONAKA\\nRNC EMISOR: 132111771\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CAPEMAR S R L\\nRNC CLIENTE: 130079498\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448823896410\\nFACTURA NO.: 1704241\\nAUTORIZACION: 496010051\\nTELEFONO: 809-358-7190\\nFECHA: 25/10/2025  HORA: 20:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,117.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,951.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,560.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,116.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,847.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,591.50\\nITBIS 18% RD$       3,346.47\\nTOTAL RD$          21,937.97\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7568514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 13381924\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132111771"],"invoice_ids":["inv_d60c79936ee2bb0f5ca0"],"observation_id":"obs_32e021f428cc6c69470b","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":8.93,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":1.002,"brightness_factor":0.993,"blur_sigma":0.235,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.57,"jpeg_quality":93,"documents":[{"rotation_deg":0.655,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16474663004129157224,"difficulty":"light","split":"train"}
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{"image":"images/606_006172.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430076661\",\"ncf\":\"B0174484711\",\"fecha_comprobante\":\"20250117\",\"monto_facturado_servicios\":16000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2880.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FUNDACION NICOLE FERNANDEZ\\nFUNDACION NICOLE FERNANDEZ\\nRNC 430076661\\nCLIENTE: MELVYN JOSE CASTRO VALERA\\nRNC CLIENTE: 00118596691\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0174484711\\nFACTURA NO.: 0613566\\nAUTORIZACION: 730475606\\nTELEFONO: 809-933-4457\\nFECHA: 17/01/2025  HORA: 09:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  16,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       16,000.00\\nITBIS RD$       2,880.00\\nTOTAL RD$          18,880.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 800685\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 25377932\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430076661"],"invoice_ids":["inv_d662e1faedd300fb911e"],"observation_id":"obs_578762c155c5cb121c3c","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":10.73,"augmentation_metadata":{"downscale_factor":0.892,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.999,"brightness_factor":1.015,"blur_sigma":0.112,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.87,"jpeg_quality":92,"documents":[{"rotation_deg":0.723,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14898619874422386081,"difficulty":"light","split":"train"}
{"image":"images/607_006173.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133732653\",\"ncf\":\"E443869882750\",\"fecha_comprobante\":\"20250925\",\"monto_facturado\":12061.30,\"itbis_facturado\":2171.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14232.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ESPACIOS Y DECORACIONES MONTAÑEZ\\nRNC EMISOR: 132231384\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO PETRO CARIBE SRL\\nRNC CLIENTE: 133732653\\nFACTURA DE CREDITO FISCAL\\nNCF: E443869882750\\nFACTURA NO.: 4220502\\nAUTORIZACION: 47496770\\nTELEFONO: 809-462-4529\\nFECHA: 25/09/2025  HORA: 18:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,234.95\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,549.85\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   5,660.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     616.50\\n-------------------------------------------\\nSUB-TOTAL RD$       12,061.30\\nIMPUESTO ITBIS RD$       2,171.03\\nTOTAL RD$          14,232.33\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3151794\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 87123194\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132231384"],"invoice_ids":["inv_1c1bd0d45dd1173ac383"],"observation_id":"obs_05b9299686f07edd4044","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":8.77,"augmentation_metadata":{"downscale_factor":0.78,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.721,"brightness_factor":1.038,"blur_sigma":0.525,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":89,"documents":[{"rotation_deg":-1.3,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14811115984314498654,"difficulty":"medium","split":"train"}
{"image":"images/606_006174.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07100085567\",\"ncf\":\"E325708642651\",\"fecha_comprobante\":\"20240905\",\"monto_facturado_servicios\":2494.00,\"monto_facturado_bienes\":28692.50,\"itbis_facturado\":5613.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"HENRY RUIZ PEÑA\\nHENRY RUIZ PEÑA\\nRNC 07100085567\\nCLIENTE: PONCHO MEDINA FARMACAL S A\\nRNC CLIENTE: 101751541\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325708642651\\nFACTURA NO.: 0616809\\nAUTORIZACION: 925805314\\nTELEFONO: 809-704-2890\\nFECHA: 05/09/2024  HORA: 15:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  28,692.50\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,494.00\\n-------------------------------------------\\nSUBTOTAL RD$       31,186.50\\nIMPUESTO ITBIS RD$       5,613.57\\nTOTAL RD$          36,800.07\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9859437\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 81329582\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["07100085567"],"invoice_ids":["inv_3e776e3d9b8e074cd7ce"],"observation_id":"obs_10559b4601d9629ddf39","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":9.13,"augmentation_metadata":{"downscale_factor":0.686,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.917,"brightness_factor":0.932,"blur_sigma":0.216,"crop_applied":false,"camera_distance_factors":[0.887],"legibility_scale_corrections":[0.0],"final_contrast_stddev":53.14,"jpeg_quality":78,"documents":[{"rotation_deg":-1.11,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10071184905853070762,"difficulty":"medium","split":"train"}
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{"image":"images/606_006194.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132231244\",\"ncf\":\"B0122805901\",\"fecha_comprobante\":\"20240502\",\"monto_facturado_servicios\":109414.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19694.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"BAHIA AGROINDUSTRIAL BAGROIND\\nBAHIA AGROINDUSTRIAL BAGROIND SRL\\nRNC EMISOR: 132231244\\nCLIENTE: CASSA LAGO HOLDINGS SRL\\nRNC CLIENTE: 133414074\\nFACTURA DE CREDITO FISCAL\\nNCF B0122805901\\nFACTURA NO.: 1749228\\nAUTORIZACION: 822955594\\nTELEFONO: 809-705-8659\\nFECHA: 02/05/2024  HORA: 10:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA             7,500.00\\n   21  PAGINA    TRADUCCION DE DOCUMENTOS    36,414.00\\n    1  MES       SUPERVISION DE OBRA         22,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       43,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      109,414.00\\nITBIS RD$      19,694.52\\nTOTAL RD$         129,108.52\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9962927\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132231244"],"invoice_ids":["inv_e0f6724df577040639cc"],"observation_id":"obs_189b760a6ed2a214a487","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.958,"brightness_factor":1.018,"blur_sigma":0.176,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.33,"jpeg_quality":91,"documents":[{"rotation_deg":0.5,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2224512038832398865,"difficulty":"light","split":"train"}
{"image":"images/607_006195.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133702462\",\"ncf\":\"E326539030036\",\"fecha_comprobante\":\"20250511\",\"monto_facturado\":28877.94,\"itbis_facturado\":5198.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":34075.97,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131579851\",\"ncf\":\"E328958908432\",\"fecha_comprobante\":\"20240411\",\"monto_facturado\":1106.50,\"itbis_facturado\":199.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1305.67,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CN RECOBRO\\nRNC EMISOR: 132340681\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BINGOKW SRL\\nRNC CLIENTE: 133702462\\nFACTURA DE CREDITO FISCAL\\nNCF E326539030036\\nFACTURA NO.: 7003042\\nAUTORIZACION: 101840941\\nTELEFONO: 809-373-3906\\nFECHA: 11/05/2025  HORA: 10:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA          3,124.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           400.99\\n    1  UNIDAD    EQUIPO ELECTRICO             7,728.95\\n    4  UNIDAD    REPUESTO Y ACCESORIO        17,624.00\\n----------------------------------------------\\nSUB-TOTAL RD$       28,877.94\\nITBIS 18% RD$       5,198.03\\nTOTAL RD$          34,075.97\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4216505\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 66692901\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nREVISADO\\n\\n--- FACTURA ---\\n\\nCOPY LUCAS\\nRNC EMISOR: 130727521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TARRASOL CARIBBEAN GROUP SRL\\nRNC CLIENTE: 131579851\\nFACTURA DE CREDITO FISCAL\\nNCF: E328958908432\\nFACTURA NO.: 9734637\\nAUTORIZACION: 27763078\\nTELEFONO: 809-415-3472\\nFECHA: 11/04/2024  HORA: 13:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,106.50\\n-------------------------------------------\\nSUBTOTAL RD$        1,106.50\\nITBIS RD$         199.17\\nTOTAL RD$           1,305.67\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8839407\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 54396880\"}","template_ids":[10,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132340681","130727521"],"invoice_ids":["inv_0199f7996c63c51cdd40","inv_998ba2e4c2864286852f"],"observation_id":"obs_eae1bde47293e98786a5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.004,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":40.97,"jpeg_quality":98,"documents":[{"rotation_deg":0.025,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.019,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":1840172745272307387,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 96818932\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGRUPO LANDIC S A\\nGRUPO LANDIC S A\\nRNC EMISOR: 101860553\\nCLIENTE: ANICA MARTINEZ RODRIGUEZ\\nRNC CLIENTE: 09700182810\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440399550318\\nFACTURA NO.: 6386413\\nAUTORIZACION: 337633856\\nTELEFONO: 809-437-6736\\nFECHA: 12/08/2024  HORA: 10:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,140.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     576.99\\n-------------------------------------------\\nSUB-TOTAL RD$        2,716.99\\nITBIS 18% RD$         489.06\\nTOTAL RD$           3,206.05\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5951763\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSOLUTECH\\nSOLUCIONES & TECNOLOGIAS HABILES SRL\\nRNC: 130148082\\nCLIENTE: CENTRO METROPOLITANO DE FORMACION TECNI\\nRNC CLIENTE: 132073746\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E455673638748\\nFACTURA NO.: 6612311\\nAUTORIZACION: 604530459\\nTELEFONO: 809-278-9675\\nFECHA: 13/10/2025  HORA: 18:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      11,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       45,000.00\\n    1  SERVICIO  ASESORIA TECNICA            34,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       90,000.00\\nITBIS 18% RD$      16,200.00\\nTOTAL RD$         106,200.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8245425\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[4,5,12],"business_categories":["agricultura","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00500442140","101860553","130148082"],"invoice_ids":["inv_93cea678bb7eb07db4d2","inv_c2068958672e41758af7","inv_007a1dec61428c935fb7"],"observation_id":"obs_c7de17742314d20f5b01","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.999,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":24.04,"jpeg_quality":97,"documents":[{"rotation_deg":0.097,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.077,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.12,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10257645316098739678,"difficulty":"hard","split":"train"}
{"image":"images/607_006197.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01201287545\",\"ncf\":\"E321791029245\",\"fecha_comprobante\":\"20241106\",\"monto_facturado\":670327.95,\"itbis_facturado\":120659.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":790986.98,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"04701076574\",\"ncf\":\"E318633289729\",\"fecha_comprobante\":\"20250727\",\"monto_facturado\":11000.00,\"itbis_facturado\":1980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":12980.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FANTASIA\\nRNC EMISOR: 104001974\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BRAYAN CORDERO DE LOS SANTOS\\nRNC CLIENTE: 01201287545\\nFACTURA DE CREDITO FISCAL\\nNCF: E321791029245\\nFACTURA NO.: 2015376\\nAUTORIZACION: 759682605\\nTELEFONO: 809-215-3118\\nFECHA: 06/11/2024  HORA: 10:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   24,286.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,333.50\\n    1  SERVICIO  TASACION DE PROPIEDAD       17,726.50\\n    5  MES       ALQUILER DE LOCAL          387,595.00\\n    1  SERVICIO  COMISION INMOBILIARIA      222,386.95\\n----------------------------------------------\\nSUB-TOTAL RD$      670,327.95\\nITBIS RD$     120,659.03\\nTOTAL RD$         790,986.98\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4026745\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 24046395\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nNOLAXUK\\nRNC EMISOR: 132715901\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGELITA MARIA JEREZ DIAZ DE JESUS DIAZ\\nRNC CLIENTE: 04701076574\\nFACTURA DE CREDITO FISCAL\\nNCF: E318633289729\\nFACTURA NO.: 1591694\\nAUTORIZACION: 408818860\\nTELEFONO: 809-604-7747\\nFECHA: 27/07/2025  HORA: 12:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA       11,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,000.00\\nITBIS RD$       1,980.00\\nTOTAL RD$          12,980.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7498082\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,13],"business_categories":["inmobiliario","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["104001974","132715901"],"invoice_ids":["inv_8e8c1d5380d39a642f29","inv_e71e61a018bdb6aec203"],"observation_id":"obs_abe11895b8c6265aa338","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.848,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.825,"brightness_factor":1.026,"blur_sigma":0.637,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.14,"jpeg_quality":87,"documents":[{"rotation_deg":-0.19,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.342,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10387630385897659171,"difficulty":"hard","split":"train"}
{"image":"images/606_006198.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132220341\",\"ncf\":\"E322883591261\",\"fecha_comprobante\":\"20240411\",\"monto_facturado_servicios\":200760.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36136.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"GUICHARDO & GUICHARDO ATTORNEYS\\nGUICHARDO & GUICHARDO ATTORNEYS SRL\\nRNC: 132220341\\nCLIENTE: VALERIO ANTONIO BAEZ JIMENEZ\\nRNC CLIENTE: 03100298359\\nFACTURA DE CREDITO FISCAL\\nNCF E322883591261\\nFACTURA NO.: 4998166\\nAUTORIZACION: 33875942\\nTELEFONO: 809-524-6391\\nFECHA: 11/04/2024  HORA: 14:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         69,000.00\\n   10  PAGINA    TRADUCCION DE DOCUMENTOS    19,260.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      112,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      200,760.00\\nITBIS 18% RD$      36,136.80\\nTOTAL RD$         236,896.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4374487\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 82759984\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132220341"],"invoice_ids":["inv_133f7cae0427098e46b8"],"observation_id":"obs_3b4b6c580398d7c6b709","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.999,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.947,"brightness_factor":1.003,"blur_sigma":0.128,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":95,"documents":[{"rotation_deg":-0.378,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15789411737403620315,"difficulty":"light","split":"test"}
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{"image":"images/606_006200.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131102972\",\"ncf\":\"B1562813519\",\"fecha_comprobante\":\"20241126\",\"monto_facturado_servicios\":309.00,\"monto_facturado_bienes\":19938.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132427521\",\"ncf\":\"B0290621170\",\"fecha_comprobante\":\"20251210\",\"monto_facturado_servicios\":87500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ESENCIALES J S\\nESENCIALES J S SRL\\nRNC 131102972\\nCLIENTE: RHONNY ALEXANDER DE GRACIA SANTANA\\nRNC CLIENTE: 02800578466\\nFACTURA DE CREDITO FISCAL\\nNCF B1562813519\\nFACTURA NO.: 4344494\\nAUTORIZACION: 179852065\\nTELEFONO: 809-236-2015\\nFECHA: 26/11/2024  HORA: 10:01\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    309.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                 12,940.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,900.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,860.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  2,238.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       20,247.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          20,247.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 184905\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 40728035\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nD BOCOCO CAFETERIA\\nD BOCOCO CAFETERIA EIRL\\nRNC EMISOR: 132427521\\nCLIENTE: IMPORTADORA DOMINICANA L & R SRL\\nRNC CLIENTE: 130832471\\nFACTURA DE CREDITO FISCAL\\nNCF: B0290621170\\nFACTURA NO.: 9420116\\nAUTORIZACION: 497164632\\nTELEFONO: 809-255-1212\\nFECHA: 10/12/2025  HORA: 16:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       17,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    34,000.00\\n    3  VISITA    INSPECCION TECNICA          24,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       87,500.00\\nITBIS RD$      15,750.00\\nTOTAL RD$         103,250.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1569941\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 44109567\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[9,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131102972","132427521"],"invoice_ids":["inv_797e4797191591654872","inv_a69f841dd38093f5f622"],"observation_id":"obs_cb0a7af64d9f162709fc","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.941,"brightness_factor":0.995,"blur_sigma":0.148,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.65,"jpeg_quality":93,"documents":[{"rotation_deg":-0.281,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.324,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9702485318896069265,"difficulty":"medium","split":"train"}
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{"image":"images/607_006207.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40208987889\",\"ncf\":\"E452415119138\",\"fecha_comprobante\":\"20250712\",\"monto_facturado\":5509.35,\"itbis_facturado\":991.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6501.03,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FIOR DALISA SORIANO\\nRNC EMISOR: 532178836\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YERLIN DANIEL JIMENEZ REYES\\nRNC CLIENTE: 40208987889\\nFACTURA DE CREDITO FISCAL\\nNCF: E452415119138\\nFACTURA NO.: 9221515\\nAUTORIZACION: 970251471\\nTELEFONO: 809-921-2777\\nFECHA: 12/07/2025  HORA: 11:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     911.85\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,416.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     422.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     759.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,509.35\\nITBIS RD$         991.68\\nTOTAL RD$           6,501.03\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2444016\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["532178836"],"invoice_ids":["inv_b6a90023fb588d85d1ce"],"observation_id":"obs_4f4d9faf4a142aff0d7b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":10.62,"augmentation_metadata":{"downscale_factor":0.857,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.67,"brightness_factor":1.054,"blur_sigma":0.604,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":91,"documents":[{"rotation_deg":-0.247,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7209412577121600479,"difficulty":"medium","split":"train"}
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{"image":"images/606_006220.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04500261674\",\"ncf\":\"B0290010968\",\"fecha_comprobante\":\"20250910\",\"monto_facturado_servicios\":1292.00,\"monto_facturado_bienes\":3072.40,\"itbis_facturado\":785.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"RAFAEL ANTONIO CAPELLAN\\nRAFAEL ANTONIO CAPELLAN\\nRNC 04500261674\\nCLIENTE: AV DATA DOMINICANA S A\\nRNC CLIENTE: 124007968\\nFACTURA DE CREDITO FISCAL\\nNCF B0290010968\\nFACTURA NO.: 3385805\\nAUTORIZACION: 483038318\\nTELEFONO: 809-912-1507\\nFECHA: 10/09/2025  HORA: 09:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,864.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     873.90\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     334.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,292.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,364.40\\nIMPUESTO ITBIS RD$         785.59\\nTOTAL RD$           5,149.99\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6496070\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 21285089\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["04500261674"],"invoice_ids":["inv_498f08d5dccb26a8f342"],"observation_id":"obs_7744b40158cb89098319","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.28,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.014,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.02,"jpeg_quality":96,"documents":[{"rotation_deg":-0.144,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14006656190019561166,"difficulty":"clean","split":"test"}
{"image":"images/607_006221.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131072518\",\"ncf\":\"E441098142174\",\"fecha_comprobante\":\"20251008\",\"monto_facturado\":29950.95,\"itbis_facturado\":5391.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":16330.71,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":19011.41,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ESTRELLA COLLECTION02\\nRNC EMISOR: 133551373\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LIMPIEZA MANTENIMIENTO PERLA LMP\\nSRL\\nRNC CLIENTE: 131072518\\nFACTURA DE CREDITO FISCAL\\nNCF: E441098142174\\nFACTURA NO.: 3727711\\nAUTORIZACION: 596041151\\nTELEFONO: 809-376-7721\\nFECHA: 08/10/2025  HORA: 15:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,241.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,871.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,342.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,576.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  19,920.00\\n-------------------------------------------\\nSUB-TOTAL RD$       29,950.95\\nIMPUESTO ITBIS RD$       5,391.17\\nTOTAL RD$          35,342.12\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 216923\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133551373"],"invoice_ids":["inv_338e61c58ca522948a1b"],"observation_id":"obs_d32a9965cc0ee4a4f5e6","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":9.35,"augmentation_metadata":{"downscale_factor":0.654,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.039,"brightness_factor":0.984,"blur_sigma":0.253,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.42,"jpeg_quality":81,"documents":[{"rotation_deg":2.728,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1866833435582284249,"difficulty":"hard","split":"train"}
{"image":"images/606_006222.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"01200019782\",\"ncf\":\"B0140564789\",\"fecha_comprobante\":\"20241106\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4981.00,\"itbis_facturado\":896.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"PERCIA CUEVAS DE LA ROSA\\nPERCIA CUEVAS DE LA ROSA\\nRNC: 01200019782\\nCLIENTE: CARIB ALU DOMINICANA S A\\nRNC CLIENTE: 130379025\\nFACTURA DE CREDITO FISCAL\\nNCF B0140564789\\nFACTURA NO.: 2771656\\nAUTORIZACION: 836667501\\nTELEFONO: 809-378-2948\\nFECHA: 06/11/2024  HORA: 13:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,072.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,909.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,981.00\\nITBIS RD$         896.58\\nTOTAL RD$           5,877.58\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5993859\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 84918066\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["01200019782"],"invoice_ids":["inv_10f159588e2421ab279c"],"observation_id":"obs_a62c7c75785942edea23","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":10.1,"augmentation_metadata":{"downscale_factor":0.875,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.94,"brightness_factor":0.911,"blur_sigma":0.231,"crop_applied":false,"camera_distance_factors":[0.98],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.65,"jpeg_quality":94,"documents":[{"rotation_deg":-1.152,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4444416003400170554,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 34323080\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nALPHATEK INVERSIONES\\nRNC EMISOR: 130000972\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: UNITED KITCHEN SRL\\nRNC CLIENTE: 131943055\\nFACTURA DE CREDITO FISCAL\\nNCF B1538724809\\nFACTURA NO.: 8918026\\nAUTORIZACION: 271152431\\nTELEFONO: 809-693-6849\\nFECHA: 07/04/2025  HORA: 12:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  MES       ALQUILER DE LOCAL          761,680.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       42,353.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    9,153.00\\n    1  SERVICIO  COMISION INMOBILIARIA      173,399.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   14,037.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$    1,000,623.00\\nITBIS RD$           0.00\\nTOTAL RD$       1,000,623.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5486949\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nVITAFIT\\nRNC EMISOR: 133530422\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIO JULIO ALCANTARA URBAEZ\\nRNC CLIENTE: 40221548494\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E312205618369\\nFACTURA NO.: 8651500\\nAUTORIZACION: 160873527\\nTELEFONO: 809-847-4861\\nFECHA: 07/10/2024  HORA: 15:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            15,112.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO        12,766.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,654.95\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,891.80\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            685.98\\n----------------------------------------------\\nSUBTOTAL RD$       32,110.73\\nITBIS RD$       5,779.93\\nTOTAL RD$          37,890.66\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7965932\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[11,4,10],"business_categories":["colmado_alimentos","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00103461760","130000972","133530422"],"invoice_ids":["inv_ce3564df2171fc33237c","inv_4f3037a5c94a5f09800a","inv_5c66067ae493e2d134a4"],"observation_id":"obs_5603b9ff2058305a883d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.985,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":28.99,"jpeg_quality":98,"documents":[{"rotation_deg":0.083,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.011,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.056,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9029966952355733359,"difficulty":"hard","split":"train"}
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{"image":"images/607_006241.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04800168686\",\"ncf\":\"B0155968550\",\"fecha_comprobante\":\"20240309\",\"monto_facturado\":155000.00,\"itbis_facturado\":27900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":182900.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02500036518\",\"ncf\":\"E453316142564\",\"fecha_comprobante\":\"20250415\",\"monto_facturado\":134000.00,\"itbis_facturado\":24120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":158120.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PAPELERIA EGC\\nRNC EMISOR: 00112347224\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA FRANCISCA ORTEGA POLANCO\\nRNC CLIENTE: 04800168686\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0155968550\\nFACTURA NO.: 3787274\\nAUTORIZACION: 45050650\\nTELEFONO: 809-866-8100\\nFECHA: 09/03/2024  HORA: 11:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            74,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      16,000.00\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      155,000.00\\nITBIS RD$      27,900.00\\nTOTAL RD$         182,900.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7491805\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMEDIO AMBIENTE Y ALGO MAS CON CECILIO DIAZ\\nRNC EMISOR: 131937918\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CIRILO GUZMAN AVILA\\nRNC CLIENTE: 02500036518\\nFACTURA DE CREDITO FISCAL\\nNCF E453316142564\\nFACTURA NO.: 2392105\\nAUTORIZACION: 521097290\\nTELEFONO: 809-656-5785\\nFECHA: 15/04/2025  HORA: 10:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    76,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    13,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      11,000.00\\n    1  VISITA    INSPECCION TECNICA           9,000.00\\n    1  PROYECTO  DISENO DE PLANOS            25,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      134,000.00\\nITBIS RD$      24,120.00\\nTOTAL RD$         158,120.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8709684\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 49594883\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPendiente\"}","template_ids":[4,10],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00112347224","131937918"],"invoice_ids":["inv_530272390cb904ec5908","inv_0f370a50b46bd405473f"],"observation_id":"obs_fa57f1e0d3aae2ed78ed","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.961,"brightness_factor":0.985,"blur_sigma":0.105,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":34.6,"jpeg_quality":94,"documents":[{"rotation_deg":0.184,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.659,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11587402618030281235,"difficulty":"medium","split":"train"}
{"image":"images/606_006242.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131987372\",\"ncf\":\"E457913847662\",\"fecha_comprobante\":\"20250205\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15398.97,\"itbis_facturado\":2771.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133064944\",\"ncf\":\"B1559634990\",\"fecha_comprobante\":\"20251218\",\"monto_facturado_servicios\":1105.00,\"monto_facturado_bienes\":36338.96,\"itbis_facturado\":6739.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MI ZOOMRD ESTEFANY CASTILLO\\nMI ZOOMRD ESTEFANY CASTILLO SRL\\nRNC EMISOR: 131987372\\nCLIENTE: CARVAJAL LANDRON & ASOCIADOS SA\\nRNC CLIENTE: 101202211\\nFACTURA DE CREDITO FISCAL\\nNCF: E457913847662\\nFACTURA NO.: 6672948\\nAUTORIZACION: 184070144\\nTELEFONO: 809-203-4276\\nFECHA: 05/02/2025  HORA: 17:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS    1,025.97\\n  250  PIE       ALAMBRE ELECTRICO THHN NO. 12    8,250.00\\n   12  UNIDAD    INTERRUPTOR SENCILLO         2,112.00\\n    3  UNIDAD    CERRADURA DE POMO            4,011.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,398.97\\nITBIS RD$       2,771.81\\nTOTAL RD$          18,170.78\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 8295529\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 94466473\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMALA MIA CASA\\nMALA MIA CASA SRL\\nRNC 133064944\\nCLIENTE: ELIEZER ESTRELLA MARTINEZ\\nRNC CLIENTE: 00106874696\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1559634990\\nFACTURA NO.: 0506716\\nAUTORIZACION: 772105532\\nTELEFONO: 809-668-8972\\nFECHA: 18/12/2025  HORA: 13:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,835.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,105.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,572.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,068.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,863.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$       37,443.96\\nITBIS RD$       6,739.91\\nTOTAL RD$          44,183.87\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8019465\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 90449037\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMMC\\nCargo almacen\"}","template_ids":[4,5],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131987372","133064944"],"invoice_ids":["inv_5416461b20abe315b209","inv_633b2d9f1b97e0a30057"],"observation_id":"obs_f346c7ec65dcfe2aec10","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.5,"augmentation_metadata":{"downscale_factor":0.847,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":1.091,"brightness_factor":0.873,"blur_sigma":0.239,"crop_applied":false,"camera_distance_factors":[0.882,0.9],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":45.9,"jpeg_quality":94,"documents":[{"rotation_deg":0.147,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.215,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MMC"}]},"num_invoices":2,"seed":5418107503341397491,"difficulty":"medium","split":"train"}
{"image":"images/607_006243.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01000583417\",\"ncf\":\"E447433305183\",\"fecha_comprobante\":\"20241116\",\"monto_facturado\":1700.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1700.00}],\"ocr\":\"JUANA RAMONA TORRES TORRES DE RAMIREZ\\nRNC EMISOR: 03100711781\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL EMILIO VOLQUEZ MANCEBO\\nRNC CLIENTE: 01000583417\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447433305183\\nFACTURA NO.: 8742097\\nAUTORIZACION: 240926997\\nTELEFONO: 809-205-3441\\nFECHA: 16/11/2024  HORA: 14:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     556.00\\n    4  GALON     CLORO LIQUIDO 1 GALON\\n                                     468.00\\n    4  UNIDAD    HABICHUELAS 800 G\\n                                     568.00\\n    4  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     108.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,700.00\\nITBIS RD$           0.00\\nTOTAL RD$           1,700.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4031169\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 43587085\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["03100711781"],"invoice_ids":["inv_a79666639dcc9665fcd2"],"observation_id":"obs_3c7f7ee216c46b464f04","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.42,"augmentation_metadata":{"downscale_factor":0.826,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.884,"brightness_factor":1.054,"blur_sigma":0.591,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.71,"jpeg_quality":76,"documents":[{"rotation_deg":0.919,"perspective":0.002,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8140839258594400157,"difficulty":"hard","split":"train"}
{"image":"images/606_006244.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"01300432927\",\"ncf\":\"E457104836581\",\"fecha_comprobante\":\"20251122\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10019.80,\"itbis_facturado\":1803.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"HECTOR RADHAMES RODRIGUEZ CASTILLO\\nHECTOR RADHAMES RODRIGUEZ CASTILLO\\nRNC EMISOR: 01300432927\\nCLIENTE: AGROINDUSTRIAL ARROYO BONITO SRL\\nRNC CLIENTE: 131183565\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457104836581\\nFACTURA NO.: 0131498\\nAUTORIZACION: 289404142\\nTELEFONO: 809-540-6867\\nFECHA: 22/11/2025  HORA: 14:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    SEMILLAS CERTIFICADAS\\n                                  10,019.80\\n-------------------------------------------\\nSUB-TOTAL RD$       10,019.80\\nITBIS 18% RD$       1,803.56\\nTOTAL RD$          11,823.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4512556\\nGRACIAS POR SU COMPRA\\nRevisado\"}","template_ids":[5],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["01300432927"],"invoice_ids":["inv_33c01c3f07beea94b76b"],"observation_id":"obs_c4918491a0cd8e931fc0","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":12.43,"augmentation_metadata":{"downscale_factor":0.797,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.562,"brightness_factor":1.036,"blur_sigma":0.267,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.87,"jpeg_quality":78,"documents":[{"rotation_deg":-1.157,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15951760912413711792,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 38801735\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nYONATAN DRULLARD CASTILLO\\nRNC EMISOR: 06500391070\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INDUSTRIA EDDYMED SRL\\nRNC CLIENTE: 101770831\\nFACTURA DE CREDITO FISCAL\\nNCF B0164337515\\nFACTURA NO.: 3478854\\nAUTORIZACION: 242701268\\nTELEFONO: 809-615-4864\\nFECHA: 31/10/2025  HORA: 18:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     597.00\\n-------------------------------------------\\nSUB-TOTAL RD$          597.00\\nITBIS RD$         107.46\\nTOTAL RD$             704.46\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5509525\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 73091882\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nANDRES DE JESUS GONZALVEZ PUELLO\\nRNC EMISOR: 00117869511\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ERIDANIA RAMIREZ CASTILLO\\nRNC CLIENTE: 09300068542\\nFACTURA DE CREDITO FISCAL\\nNCF: E459654992268\\nFACTURA NO.: 8031438\\nAUTORIZACION: 877225115\\nTELEFONO: 809-444-3612\\nFECHA: 11/01/2025  HORA: 13:16\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    ACEITE DE MOTOR\\n                                                  2,199.96\\n----------------------------------------------------------\\nSUB-TOTAL RD$        2,199.96\\nITBIS 18% RD$         395.99\\nTOTAL RD$           2,595.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6580670\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 10371371\\n\\n--- FACTURA ---\\n\\nJAVIER REYES SERVICE S A\\nRNC EMISOR: 101856272\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO KEMICAL SRL\\nRNC CLIENTE: 131782477\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0166143965\\nFACTURA NO.: 1778830\\nAUTORIZACION: 982497745\\nTELEFONO: 809-411-6973\\nFECHA: 04/04/2025  HORA: 16:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  SERVICIO  CUOTA DE INSCRIPCION\\n                                  34,950.00\\n    5  UNIDAD    CUADERNO 100 HOJAS\\n                                     495.00\\n    3  UNIDAD    LIBRO DE TEXTO\\n                                   2,033.85\\n    1  SERVICIO  CERTIFICACION\\n                                   4,495.00\\n-------------------------------------------\\nSUBTOTAL RD$       41,973.85\\nITBIS 18% RD$           0.00\\nTOTAL RD$          41,973.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8739900\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 43395317\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0,9,1],"business_categories":["comercio_general","comercio_general","automotriz","educacion"],"catalog_sources":[["curated"],["curated"],["curated"],["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["00101715100","06500391070","00117869511","101856272"],"invoice_ids":["inv_50ca7a29cca1a8348a1d","inv_a95f0b7d80a4e10ebf49","inv_a98b5fdf5ac0e138dcd8","inv_d6d71434d17d98ac23d5"],"observation_id":"obs_3e4c57a7f15f6725e220","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":4.21,"augmentation_metadata":{"downscale_factor":0.986,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":0.968,"brightness_factor":1.015,"blur_sigma":0.168,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":20.24,"jpeg_quality":88,"documents":[{"rotation_deg":0.638,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.043,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.385,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.513,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":2219419676242625434,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_006247.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133370982\",\"ncf\":\"E325697202931\",\"fecha_comprobante\":\"20241020\",\"monto_facturado\":155500.00,\"itbis_facturado\":27990.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":68014.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":115475.70,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PERSIO MAYI ROSA\\nRNC EMISOR: 05600450711\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMALI PROVEEDORES DE MULTIPLES SERVICI\\nRNC CLIENTE: 133370982\\nFACTURA DE CREDITO FISCAL\\nNCF: E325697202931\\nFACTURA NO.: 3037879\\nAUTORIZACION: 574238696\\nTELEFONO: 809-798-1433\\nFECHA: 20/10/2024  HORA: 12:16\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 25,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                130,500.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      155,500.00\\nITBIS RD$      27,990.00\\nTOTAL RD$         183,490.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4328510\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 20852012\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["05600450711"],"invoice_ids":["inv_975ec3be46160f12a095"],"observation_id":"obs_b29ca373f1c739084327","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.43,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.955,"brightness_factor":1.01,"blur_sigma":0.171,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.58,"jpeg_quality":91,"documents":[{"rotation_deg":-0.684,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1923258070154634141,"difficulty":"light","split":"validation"}
{"image":"images/606_006248.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101753749\",\"ncf\":\"E458175301310\",\"fecha_comprobante\":\"20240310\",\"monto_facturado_servicios\":123500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"INGEDICON S A\\nINGEDICON S A\\nRNC: 101753749\\nCLIENTE: YUMARIS DE JESUS MEJIA VALERIO DE CRUZ\\nRNC CLIENTE: 03103253062\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458175301310\\nFACTURA NO.: 0660553\\nAUTORIZACION: 403796116\\nTELEFONO: 809-295-4508\\nFECHA: 10/03/2024  HORA: 15:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES    5,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   11,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       40,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   67,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      123,500.00\\nIMPUESTO ITBIS RD$      22,230.00\\nTOTAL RD$         145,730.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3419318\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 86014858\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101753749"],"invoice_ids":["inv_9dc73d92f38e35d191d3"],"observation_id":"obs_3f62aab19aa0c769b48e","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.005,"brightness_factor":1.07,"blur_sigma":0.216,"crop_applied":false,"camera_distance_factors":[0.919],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.53,"jpeg_quality":96,"documents":[{"rotation_deg":-1.032,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5717521263601886488,"difficulty":"light","split":"train"}
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{"image":"images/607_006253.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130348278\",\"ncf\":\"E459708069502\",\"fecha_comprobante\":\"20250916\",\"monto_facturado\":27113.80,\"itbis_facturado\":4880.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":31994.28,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GARAJE CAR WASH ISMAEL\\nRNC EMISOR: 00800181315\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSULADO HONORARIO DE LA\\nFEDERACION RU\\nRNC CLIENTE: 130348278\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459708069502\\nFACTURA NO.: 3598312\\nAUTORIZACION: 909991542\\nTELEFONO: 809-931-8086\\nFECHA: 16/09/2025  HORA: 10:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,520.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     682.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  20,911.80\\n-------------------------------------------\\nSUBTOTAL RD$       27,113.80\\nITBIS 18% RD$       4,880.48\\nTOTAL RD$          31,994.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4712012\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 37633687\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00800181315"],"invoice_ids":["inv_da219c9d38d9a86bda89"],"observation_id":"obs_999c400e6dca114d6b21","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.41,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.007,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.49,"jpeg_quality":98,"documents":[{"rotation_deg":0.065,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":272588560388242423,"difficulty":"clean","split":"train"}
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{"image":"images/607_006261.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133672766\",\"ncf\":\"B1593780993\",\"fecha_comprobante\":\"20240122\",\"monto_facturado\":144.00,\"itbis_facturado\":25.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":169.92,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PORTNUN CONSULTORA\\nRNC EMISOR: 131021913\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS OPTICOS MBD SRL\\nRNC CLIENTE: 133672766\\nFACTURA DE CREDITO FISCAL\\nNCF B1593780993\\nFACTURA NO.: 6203608\\nAUTORIZACION: 397837600\\nTELEFONO: 809-753-2977\\nFECHA: 22/01/2024  HORA: 17:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REFRESCO\\n                                     144.00\\n-------------------------------------------\\nSUBTOTAL RD$          144.00\\nIMPUESTO ITBIS RD$          25.92\\nTOTAL RD$             169.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8249195\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 28168797\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["131021913"],"invoice_ids":["inv_c159d4add9ea4571efbf"],"observation_id":"obs_fc48e2b893c2f4dc7f31","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.11,"augmentation_metadata":{"downscale_factor":0.817,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.699,"brightness_factor":1.087,"blur_sigma":0.341,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.25,"jpeg_quality":83,"documents":[{"rotation_deg":0.015,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9145351277406763729,"difficulty":"medium","split":"validation"}
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{"image":"images/607_006265.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109243352\",\"ncf\":\"E315152240999\",\"fecha_comprobante\":\"20250418\",\"monto_facturado\":1432.95,\"itbis_facturado\":166.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1599.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COLMADO CLICERVO\\nRNC EMISOR: 00111652657\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDGAR ELOY ABRAHAM JUPITER BONILLA\\nRNC CLIENTE: 00109243352\\nFACTURA DE CREDITO FISCAL\\nNCF: E315152240999\\nFACTURA NO.: 1153931\\nAUTORIZACION: 605895325\\nTELEFONO: 809-394-9004\\nFECHA: 18/04/2025  HORA: 20:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    6  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     375.00\\n    4  UNIDAD    REFRESCO 2.5 LITROS\\n                                     544.00\\n    1  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     109.95\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     134.00\\n    5  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     270.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,432.95\\nITBIS RD$         166.31\\nTOTAL RD$           1,599.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2527564\\nGRACIAS POR SU COMPRA\\nCC\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["00111652657"],"invoice_ids":["inv_9b15276f1720b89664da"],"observation_id":"obs_f1d50722a01f8942c2d6","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.36,"augmentation_metadata":{"downscale_factor":0.851,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.942,"brightness_factor":1.007,"blur_sigma":0.086,"crop_applied":false,"camera_distance_factors":[0.955],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.17,"jpeg_quality":90,"documents":[{"rotation_deg":0.006,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"CC"}]},"num_invoices":1,"seed":12357220826043494332,"difficulty":"light","split":"train"}
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{"image":"images/606_006268.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132384113\",\"ncf\":\"E451666832585\",\"fecha_comprobante\":\"20250326\",\"monto_facturado_servicios\":139000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25020.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JOANA PIKLIZ BAR RESTAURAN\\nJOANA PIKLIZ BAR RESTAURAN SRL\\nRNC: 132384113\\nCLIENTE: S & P IMPORTADORA Y EXPORTADORA C POR A\\nRNC CLIENTE: 102325375\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451666832585\\nFACTURA NO.: 7967105\\nAUTORIZACION: 548537531\\nTELEFONO: 809-579-6374\\nFECHA: 26/03/2025  HORA: 20:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   26,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       22,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    56,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   35,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      139,000.00\\nIMPUESTO ITBIS RD$      25,020.00\\nTOTAL RD$         164,020.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3777132\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPROCESADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132384113"],"invoice_ids":["inv_f5a43a10bb98763b1970"],"observation_id":"obs_96f092399100442e2865","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.89,"augmentation_metadata":{"downscale_factor":0.596,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":1.088,"brightness_factor":1.009,"blur_sigma":0.492,"crop_applied":false,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.01,"jpeg_quality":78,"documents":[{"rotation_deg":3.375,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12015090934808106382,"difficulty":"medium","split":"train"}
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{"image":"images/606_006272.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132638222\",\"ncf\":\"E314903509164\",\"fecha_comprobante\":\"20251208\",\"monto_facturado_servicios\":1437.50,\"monto_facturado_bienes\":2695.00,\"itbis_facturado\":743.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"OSBERA\\nOSBERA SRL\\nRNC EMISOR: 132638222\\nCLIENTE: MEDIC REHABILITACION Y SPA GRISELDA GAR\\nRNC CLIENTE: 133652536\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314903509164\\nFACTURA NO.: 1067417\\nAUTORIZACION: 918389772\\nTELEFONO: 809-666-3814\\nFECHA: 08/12/2025  HORA: 19:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             2,695.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,437.50\\n----------------------------------------------\\nSUB-TOTAL RD$        4,132.50\\nIMPUESTO ITBIS RD$         743.85\\nTOTAL RD$           4,876.35\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1007328\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132638222"],"invoice_ids":["inv_830b5ad2fc12274d89b2"],"observation_id":"obs_cd45083d8462f8e8e4d2","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.19,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":0.969,"brightness_factor":1.02,"blur_sigma":0.329,"crop_applied":false,"camera_distance_factors":[0.927],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.61,"jpeg_quality":90,"documents":[{"rotation_deg":0.563,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9132318430411843080,"difficulty":"light","split":"test"}
{"image":"images/607_006273.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113522957\",\"ncf\":\"B1414968743\",\"fecha_comprobante\":\"20250708\",\"monto_facturado\":153000.00,\"itbis_facturado\":27540.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":180540.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PEDRO ANIBAL DE LA ROSA LAGARES\\nRNC EMISOR: 00108647793\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMONA FERREIRA GUZMAN\\nRNC CLIENTE: 00113522957\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1414968743\\nFACTURA NO.: 1765936\\nAUTORIZACION: 388953036\\nTELEFONO: 809-527-8164\\nFECHA: 08/07/2025  HORA: 20:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       7,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   27,000.00\\n    1  VISITA    INSPECCION TECNICA          26,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    40,000.00\\n    1  PROYECTO  DISENO DE PLANOS            53,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      153,000.00\\nIMPUESTO ITBIS RD$      27,540.00\\nTOTAL RD$         180,540.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5041968\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 74505590\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00108647793"],"invoice_ids":["inv_41054a608616e9577d37"],"observation_id":"obs_4609b755c4eea67b0466","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.74,"augmentation_metadata":{"downscale_factor":0.821,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.955,"brightness_factor":1.048,"blur_sigma":0.592,"crop_applied":false,"camera_distance_factors":[0.908],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.53,"jpeg_quality":72,"documents":[{"rotation_deg":-2.666,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5524418691625276336,"difficulty":"medium","split":"test"}
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{"image":"images/607_006283.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132353961\",\"ncf\":\"B1456754612\",\"fecha_comprobante\":\"20240909\",\"monto_facturado\":17586.00,\"itbis_facturado\":3165.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":20751.48},{\"rnc\":\"133156326\",\"ncf\":\"E317055858496\",\"fecha_comprobante\":\"20251023\",\"monto_facturado\":142000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":142000.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO 15177 CARMEN LUI\\nRNC EMISOR: 430439071\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AR RAHMAN GASTRONOMIA INVERSIONES SRL\\nRNC CLIENTE: 132353961\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1456754612\\nFACTURA NO.: 0527545\\nAUTORIZACION: 805553753\\nTELEFONO: 809-766-9987\\nFECHA: 09/09/2024  HORA: 11:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            12,966.00\\n    5  UNIDAD    MATERIAL DE OFICINA          4,620.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,586.00\\nIMPUESTO ITBIS RD$       3,165.48\\nTOTAL RD$          20,751.48\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 9447769\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 74068669\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nBEATA MARIA JAQUEZ TRINIDAD\\nRNC EMISOR: 03100629942\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO AUGERE SRL\\nRNC CLIENTE: 133156326\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317055858496\\nFACTURA NO.: 8589454\\nAUTORIZACION: 766292841\\nTELEFONO: 809-288-8115\\nFECHA: 23/10/2025  HORA: 12:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      11,000.00\\n    1  VISITA    INSPECCION TECNICA          10,000.00\\n    1  SERVICIO  ASESORIA TECNICA            30,000.00\\n    1  CASO      REPRESENTACION LEGAL        73,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      18,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      142,000.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         142,000.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4030276\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 18990863\\nDETALLE DE SERVICIOS\\nPROCESADO\"}","template_ids":[7,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430439071","03100629942"],"invoice_ids":["inv_838b536b2acc81c00038","inv_bc2141cf588397e4b8fa"],"observation_id":"obs_fe33ed0644f41d06ddc9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.85,"augmentation_metadata":{"downscale_factor":0.725,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.994,"brightness_factor":0.973,"blur_sigma":0.846,"crop_applied":false,"camera_distance_factors":[0.929,0.928],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":68.19,"jpeg_quality":86,"documents":[{"rotation_deg":-1.214,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.421,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":90799837876691401,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\nENTREGADO\\nProcesado\\n\\n--- FACTURA ---\\n\\nFABELAY (ABOGADOS CONSULTORES)\\nFRANCISCO ANTONIO BETANCES PEÑA\\nRNC: 04800203111\\nCLIENTE: FRANCISCO DELIS ALMANZAR\\nRNC CLIENTE: 00107715617\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326184759247\\nFACTURA NO.: 7789642\\nAUTORIZACION: 944987169\\nTELEFONO: 809-998-2528\\nFECHA: 23/08/2024  HORA: 18:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          16,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   24,500.00\\n    2  MES       SERVICIOS CONTABLES DEL MES   40,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   41,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      122,000.00\\nITBIS 18% RD$      21,960.00\\nTOTAL RD$         143,960.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 5709905\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nMADISON MARINE CORP\\nMADISON MARINE CORP\\nRNC 101040637\\nCLIENTE: UNIDCOMB SRL\\nRNC CLIENTE: 132188128\\nFACTURA DE CREDITO FISCAL\\nNCF: B1544888476\\nFACTURA NO.: 1279899\\nAUTORIZACION: 76091328\\nTELEFONO: 809-518-3384\\nFECHA: 25/01/2025  HORA: 20:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,742.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  29,152.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     604.00\\n-------------------------------------------\\nSUB-TOTAL RD$       31,498.00\\nIMPUESTO ITBIS RD$       5,669.64\\nTOTAL RD$          37,167.64\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1794980\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 71544529\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMMC\\nEntregado\"}","template_ids":[7,12,5],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132002717","04800203111","101040637"],"invoice_ids":["inv_3feaf8cc3b7de4829d84","inv_a11837740bdf0db49aaa","inv_d405b10d80af14a9351b"],"observation_id":"obs_b9726bea74380d4c9b68","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.831,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.732,"brightness_factor":1.089,"blur_sigma":0.412,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.35,"jpeg_quality":72,"documents":[{"rotation_deg":-0.826,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.34,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.71,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"MMC"}]},"num_invoices":3,"seed":12556136063886911420,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 55052118\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nFELIX ARCADIO ORTEGA MENA\\nFELIX ARCADIO ORTEGA MENA\\nRNC 03104241496\\nCLIENTE: PARADA FAMILIAR SRL\\nRNC CLIENTE: 132440102\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456224155672\\nFACTURA NO.: 5283843\\nAUTORIZACION: 195893753\\nTELEFONO: 809-536-6118\\nFECHA: 29/07/2025  HORA: 08:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            602.50\\n    1  UNIDAD    MATERIAL DE OFICINA            579.00\\n    5  UNIDAD    EQUIPO ELECTRICO            24,040.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        15,260.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       40,481.50\\nIMPUESTO ITBIS RD$       7,286.67\\nTOTAL RD$          47,768.17\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9702618\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 26878153\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nIVAN JOSE PEREZ REYES\\nIVAN JOSE PEREZ REYES\\nRNC EMISOR: 05401155196\\nCLIENTE: LUZ ADELMA LEONOR GUILLEN CASTRO\\nRNC CLIENTE: 00109857714\\nFACTURA DE CREDITO FISCAL\\nNCF: E458336856794\\nFACTURA NO.: 1460313\\nAUTORIZACION: 985447098\\nTELEFONO: 809-731-2641\\nFECHA: 15/06/2024  HORA: 12:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  11,128.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  12,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  24,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 118,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   2,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      168,128.00\\nIMPUESTO ITBIS RD$      30,263.04\\nTOTAL RD$         198,391.04\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4934720\\nGRACIAS POR SU COMPRA\"}","template_ids":[6,4,5],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03102286170","03104241496","05401155196"],"invoice_ids":["inv_5d0d6f37135493cd34c5","inv_4f2413766e13126947ca","inv_d436b7867271402439ee"],"observation_id":"obs_b6ed8e194cf5de73112c","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.01,"augmentation_metadata":{"downscale_factor":0.874,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.97,"brightness_factor":1.035,"blur_sigma":0.3,"crop_applied":false,"camera_distance_factors":[0.937,0.998,0.898],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.39,"jpeg_quality":88,"documents":[{"rotation_deg":1.685,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.245,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":0.0,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13705244159953790522,"difficulty":"hard","split":"test"}
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{"image":"images/606_006302.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132138491\",\"ncf\":\"B0294152620\",\"fecha_comprobante\":\"20250913\",\"monto_facturado_servicios\":1681.00,\"monto_facturado_bienes\":18383.00,\"itbis_facturado\":3611.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00103664686\",\"ncf\":\"B1418362137\",\"fecha_comprobante\":\"20240518\",\"monto_facturado_servicios\":1692.99,\"monto_facturado_bienes\":21773.88,\"itbis_facturado\":4224.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"AGROINDUSTRIAL ARIEL CASTILLO\\nAGROINDUSTRIAL ARIEL CASTILLO SRL\\nRNC 132138491\\nCLIENTE: PASTORAL JUVENIL LA VEGA\\nRNC CLIENTE: 430023371\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0294152620\\nFACTURA NO.: 1677981\\nAUTORIZACION: 461214267\\nTELEFONO: 809-597-7703\\nFECHA: 13/09/2025  HORA: 18:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             2,646.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         2,511.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         3,066.00\\n    5  UNIDAD    MATERIAL DE OFICINA         10,160.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,681.00\\n----------------------------------------------\\nSUB-TOTAL RD$       20,064.00\\nITBIS 18% RD$       3,611.52\\nTOTAL RD$          23,675.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5981549\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 65944237\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nCELENIA FERNANDEZ DE LEON\\nCELENIA FERNANDEZ DE LEON\\nRNC: 00103664686\\nCLIENTE: IMPORTACIONES PREMIUM S A\\nRNC CLIENTE: 102326169\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1418362137\\nFACTURA NO.: 6954131\\nAUTORIZACION: 171577271\\nTELEFONO: 809-302-6045\\nFECHA: 18/05/2024  HORA: 10:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     911.98\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,710.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  15,396.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     755.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,692.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,466.87\\nITBIS RD$       4,224.04\\nTOTAL RD$          27,690.91\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6917387\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 48460747\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\"}","template_ids":[12,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132138491","00103664686"],"invoice_ids":["inv_139ba529f0e3dc47d548","inv_893dfacef9c008adc09d"],"observation_id":"obs_cc0e46d93ffa68d6fa28","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.984,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":30.58,"jpeg_quality":96,"documents":[{"rotation_deg":0.125,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.086,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":9241478188114900266,"difficulty":"medium","split":"train"}
{"image":"images/607_006303.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130254362\",\"ncf\":\"E314584931420\",\"fecha_comprobante\":\"20240102\",\"monto_facturado\":35569.45,\"itbis_facturado\":6402.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":41971.95,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02800697555\",\"ncf\":\"B1456977111\",\"fecha_comprobante\":\"20241114\",\"monto_facturado\":121000.00,\"itbis_facturado\":21780.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":142780.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00103912440\",\"ncf\":\"B1549637396\",\"fecha_comprobante\":\"20250103\",\"monto_facturado\":11000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11000.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MERCA Y SEGUROS S A\\nRNC EMISOR: 101616199\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELSON MATEO & ASOCIADOS S A\\nRNC CLIENTE: 130254362\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314584931420\\nFACTURA NO.: 3185793\\nAUTORIZACION: 99310702\\nTELEFONO: 809-274-1835\\nFECHA: 02/01/2024  HORA: 08:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,153.95\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  24,320.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,352.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     353.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,390.00\\n-------------------------------------------\\nSUBTOTAL RD$       35,569.45\\nITBIS RD$       6,402.50\\nTOTAL RD$          41,971.95\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6116042\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 96056677\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nAUDEX GROUP\\nRNC EMISOR: 133528509\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILKINS ROSARIO MONTILLA\\nRNC CLIENTE: 02800697555\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1456977111\\nFACTURA NO.: 6946868\\nAUTORIZACION: 412271636\\nTELEFONO: 809-589-5678\\nFECHA: 14/11/2024  HORA: 09:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      10,000.00\\n    1  VISITA    INSPECCION TECNICA          22,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    13,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       47,500.00\\n    1  SERVICIO  ASESORIA TECNICA            28,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      121,000.00\\nITBIS RD$      21,780.00\\nTOTAL RD$         142,780.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3549049\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_006316.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00102531050\",\"ncf\":\"B1523963014\",\"fecha_comprobante\":\"20250324\",\"monto_facturado_servicios\":1100.00,\"monto_facturado_bienes\":12870.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130667101\",\"ncf\":\"B1430662123\",\"fecha_comprobante\":\"20250206\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12876.00,\"itbis_facturado\":2317.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"REPARACION Y TALLERES P Y C\\nPABLO ANTONIO CRUZ\\nRNC 00102531050\\nCLIENTE: ROLANDO OLIVO\\nRNC CLIENTE: 00107184483\\nFACTURA DE CREDITO FISCAL\\nNCF B1523963014\\nFACTURA NO.: 7063771\\nAUTORIZACION: 434597371\\nTELEFONO: 809-388-9694\\nFECHA: 24/03/2025  HORA: 18:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,660.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,490.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,720.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,100.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       13,970.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          13,970.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9467917\\nGRACIAS POR SU COMPRA\\nRYT\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nAGRICOLA RANCHO ARRIBA\\nAGRICOLA RANCHO ARRIBA S R L\\nRNC EMISOR: 130667101\\nCLIENTE: EMBOTELLADORA DEL NORTE S A\\nRNC CLIENTE: 101739215\\nFACTURA DE CREDITO FISCAL\\nNCF: B1430662123\\nFACTURA NO.: 4824374\\nAUTORIZACION: 985203730\\nTELEFONO: 809-231-3870\\nFECHA: 06/02/2025  HORA: 19:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             7,998.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,878.00\\n----------------------------------------------\\nSUBTOTAL RD$       12,876.00\\nITBIS 18% RD$       2,317.68\\nTOTAL RD$          15,193.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6530623\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 53886626\\nVerificado\"}","template_ids":[5,13],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00102531050","130667101"],"invoice_ids":["inv_ff16617f36a263dbabbb","inv_6b2b145305bf2fc62cc5"],"observation_id":"obs_95849a6fb93c82924b35","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.6,"augmentation_metadata":{"downscale_factor":0.794,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":1.056,"brightness_factor":0.951,"blur_sigma":0.814,"crop_applied":false,"camera_distance_factors":[0.995,0.946],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":91.88,"jpeg_quality":91,"documents":[{"rotation_deg":1.684,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.483,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RYT"},{"kind":"none","text":""}]},"num_invoices":2,"seed":4785955038117718451,"difficulty":"medium","split":"train"}
{"image":"images/607_006317.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22400610998\",\"ncf\":\"E324857357238\",\"fecha_comprobante\":\"20240719\",\"monto_facturado\":26583.50,\"itbis_facturado\":4785.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":31368.53,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CHIRIPITA RD TGP\\nRNC EMISOR: 133399352\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JIMMY GRACIANO BORGEN\\nRNC CLIENTE: 22400610998\\nFACTURA DE CREDITO FISCAL\\nNCF: E324857357238\\nFACTURA NO.: 5611042\\nAUTORIZACION: 354159407\\nTELEFONO: 809-919-1901\\nFECHA: 19/07/2024  HORA: 13:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    FILTRO DE ACEITE\\n                                   2,866.00\\n    2  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  13,044.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   7,179.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,494.50\\n-------------------------------------------\\nSUBTOTAL RD$       26,583.50\\nITBIS 18% RD$       4,785.03\\nTOTAL RD$          31,368.53\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7389013\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 48433615\\nCRT\\nCompra almacen\"}","template_ids":[5],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["133399352"],"invoice_ids":["inv_094fea0c63f2be27f828"],"observation_id":"obs_c50daa321ebc621d2a72","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":8.9,"augmentation_metadata":{"downscale_factor":0.645,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.799,"brightness_factor":1.067,"blur_sigma":0.399,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":82,"documents":[{"rotation_deg":0.83,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CRT"}]},"num_invoices":1,"seed":10772823434395702137,"difficulty":"hard","split":"validation"}
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{"image":"images/607_006329.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00100514777\",\"ncf\":\"B0133397366\",\"fecha_comprobante\":\"20240807\",\"monto_facturado\":61700.90,\"itbis_facturado\":11106.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":53126.56,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":19680.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INDUSTRIAS VICANA C X A\\nRNC EMISOR: 101054492\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOMINGO GERMAN MORALES\\nRNC CLIENTE: 00100514777\\nFACTURA DE CREDITO FISCAL\\nNCF B0133397366\\nFACTURA NO.: 8431370\\nAUTORIZACION: 635027802\\nTELEFONO: 809-960-8438\\nFECHA: 07/08/2024  HORA: 12:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  28,032.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     367.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  28,210.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,530.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,561.90\\n-------------------------------------------\\nSUBTOTAL RD$       61,700.90\\nITBIS 18% RD$      11,106.16\\nTOTAL RD$          72,807.06\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5036183\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 68980266\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101054492"],"invoice_ids":["inv_8e19a0aedf6657e19277"],"observation_id":"obs_805088d1f9bbc08cd254","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.03,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":0.941,"brightness_factor":1.01,"blur_sigma":0.15,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.9,"jpeg_quality":96,"documents":[{"rotation_deg":0.154,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17995562634621006150,"difficulty":"light","split":"train"}
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{"image":"images/606_006336.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109080903\",\"ncf\":\"E322169282391\",\"fecha_comprobante\":\"20250726\",\"monto_facturado_servicios\":26000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4680.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130872139\",\"ncf\":\"B1559392513\",\"fecha_comprobante\":\"20241116\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":255.80,\"itbis_facturado\":46.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"NELSA MATILDE VASQUEZ MARTINEZ\\nNELSA MATILDE VASQUEZ MARTINEZ\\nRNC 00109080903\\nCLIENTE: AURAEL SRL\\nRNC CLIENTE: 133760754\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322169282391\\nFACTURA NO.: 0811261\\nAUTORIZACION: 969873292\\nTELEFONO: 809-503-7229\\nFECHA: 26/07/2025  HORA: 15:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    26,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       26,000.00\\nITBIS 18% RD$       4,680.00\\nTOTAL RD$          30,680.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3453309\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 22641773\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA MARTE NAVARRO & ASOCIADOS\\nCONSTRUCTORA MARTE NAVARRO & ASOCIADOS SRL\\nRNC: 130872139\\nCLIENTE: CHICO RENT CAR SRL\\nRNC CLIENTE: 122011854\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1559392513\\nFACTURA NO.: 4249383\\nAUTORIZACION: 731328888\\nTELEFONO: 809-808-2856\\nFECHA: 16/11/2024  HORA: 15:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      255.80\\n----------------------------------------------\\nSUB-TOTAL RD$          255.80\\nIMPUESTO ITBIS RD$          46.04\\nTOTAL RD$             301.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5767842\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[4,7],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["proconsumidor_ferreteria_2025"]],"issuer_rncs":["00109080903","130872139"],"invoice_ids":["inv_30799cfede265d5b848c","inv_c9c3190e82caf27abc30"],"observation_id":"obs_e08c108073025628dd1c","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.17,"augmentation_metadata":{"downscale_factor":0.784,"red_scale":1.04,"blue_scale":0.96,"contrast_factor":0.843,"brightness_factor":1.094,"blur_sigma":0.266,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.14,"jpeg_quality":76,"documents":[{"rotation_deg":-0.722,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.656,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16791500552075634680,"difficulty":"hard","split":"train"}
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{"image":"images/607_006339.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04801049844\",\"ncf\":\"B1559483857\",\"fecha_comprobante\":\"20251124\",\"monto_facturado\":68546.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":68546.50,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN ARIEL GARCIA\\nRNC EMISOR: 00109439802\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA NELLY ROSARIO MORETA\\nRNC CLIENTE: 04801049844\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1559483857\\nFACTURA NO.: 7728740\\nAUTORIZACION: 582630032\\nTELEFONO: 809-687-9329\\nFECHA: 24/11/2025  HORA: 18:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       51,060.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   17,486.00\\n----------------------------------------------\\nSUB-TOTAL RD$       68,546.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          68,546.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8813543\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 34790778\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00109439802"],"invoice_ids":["inv_6397dbd15ba9c8198320"],"observation_id":"obs_79a5fbf19aa37202bbb1","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.88,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.75,"brightness_factor":1.058,"blur_sigma":0.58,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.13,"jpeg_quality":84,"documents":[{"rotation_deg":1.183,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10034827783523235458,"difficulty":"medium","split":"test"}
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{"image":"images/607_006341.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09000105263\",\"ncf\":\"B1493483131\",\"fecha_comprobante\":\"20240630\",\"monto_facturado\":5280.48,\"itbis_facturado\":950.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3016.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3214.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CLAVELLINA CONSTRUCTORA S A\\nRNC EMISOR: 101774381\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SALVADOR ORTIZ POLANCO\\nRNC CLIENTE: 09000105263\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1493483131\\nFACTURA NO.: 2963367\\nAUTORIZACION: 244331794\\nTELEFONO: 809-573-5275\\nFECHA: 30/06/2024  HORA: 15:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    TOMA CORRIENTE DOBLE           231.98\\n    3  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    4,923.00\\n    1  UNIDAD    BOMBILLO LED 9 W               125.50\\n----------------------------------------------\\nSUB-TOTAL RD$        5,280.48\\nITBIS 18% RD$         950.49\\nTOTAL RD$           6,230.97\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 774707\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nENTREGADO\"}","template_ids":[7],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["101774381"],"invoice_ids":["inv_49b1372bfd1e3cae5652"],"observation_id":"obs_1d7e40ebd35ee16145b0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":5.82,"augmentation_metadata":{"downscale_factor":0.629,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.97,"brightness_factor":0.968,"blur_sigma":0.294,"crop_applied":false,"camera_distance_factors":[0.938],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.44,"jpeg_quality":75,"documents":[{"rotation_deg":-3.512,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17221963068670393396,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 23439273\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\\n\\n--- FACTURA ---\\n\\nFUNERARIA SAN VICTOR\\nRNC EMISOR: 05400236351\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBERTO ANTONIO PICHARDO MEDINA\\nRNC CLIENTE: 03104591403\\nFACTURA DE CREDITO FISCAL\\nNCF: E453397559130\\nFACTURA NO.: 9636931\\nAUTORIZACION: 891869140\\nTELEFONO: 809-566-6078\\nFECHA: 02/04/2024  HORA: 12:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       9,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   67,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    55,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      131,500.00\\nITBIS RD$      23,670.00\\nTOTAL RD$         155,170.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7709635\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nCESANO IMPORT AGREGADOS & EQUIPOS CIAE\\nRNC EMISOR: 131383173\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TURISTICAS NEDERLAND SERVICIOS S A\\nRNC CLIENTE: 130178811\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0271034247\\nFACTURA NO.: 9209150\\nAUTORIZACION: 680980668\\nTELEFONO: 809-237-5183\\nFECHA: 20/06/2025  HORA: 20:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  SERVICIO DE ENTREGA          3,900.00\\n    3  UNIDAD    MATERIAL DE OFICINA          2,319.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        26,545.00\\n    4  UNIDAD    EQUIPO ELECTRICO             9,563.80\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,452.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,779.80\\nITBIS RD$       8,240.36\\nTOTAL RD$          54,020.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 746453\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 96591217\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nROSA MARGARITA DELGADO ABREU DE TAVERAZ\\nRNC EMISOR: 00100649110\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JHOANNY NICAURY AQUINO ALCANTARA\\nRNC CLIENTE: 22300097528\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322075472675\\nFACTURA NO.: 4982127\\nAUTORIZACION: 936680732\\nTELEFONO: 809-659-8731\\nFECHA: 11/03/2024  HORA: 08:06\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    LIBRO DE TEXTO\\n                                                  3,537.98\\n    1  SERVICIO  CUOTA DE INSCRIPCION\\n                                                  5,151.00\\n    2  MES       MENSUALIDAD ACADEMICA\\n                                                 54,886.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       63,574.98\\nITBIS RD$           0.00\\nTOTAL RD$          63,574.98\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4729836\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 27409260\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,10,6,9],"business_categories":["ropa_comercio","profesional","comercio_general","educacion"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["04700085071","05400236351","131383173","00100649110"],"invoice_ids":["inv_838e63bc73ca4f7415c9","inv_249cf69878e24f941476","inv_e164f56fc8e272f8300c","inv_0d034dc2ebaafeea3e46"],"observation_id":"obs_141c2a8b2c17385324e5","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.71,"augmentation_metadata":{"downscale_factor":0.963,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.982,"brightness_factor":0.908,"blur_sigma":0.365,"crop_applied":false,"camera_distance_factors":[0.947,0.912,0.977,0.939],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":66.7,"jpeg_quality":89,"documents":[{"rotation_deg":-0.226,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":0.297,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.931,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.132,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":16943027521941001728,"difficulty":"very_hard","split":"train"}
{"image":"images/606_006344.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132074742\",\"ncf\":\"B0135707339\",\"fecha_comprobante\":\"20241226\",\"monto_facturado_servicios\":117000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21060.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"SANCHEZ PAULINO NETWORK SERVICES\\nSANCHEZ PAULINO NETWORK SERVICES SRL\\nRNC EMISOR: 132074742\\nCLIENTE: LUMINAE SKIN & LASER SRL\\nRNC CLIENTE: 133744262\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0135707339\\nFACTURA NO.: 7290394\\nAUTORIZACION: 442294226\\nTELEFONO: 809-695-3454\\nFECHA: 26/12/2024  HORA: 12:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   15,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       75,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      117,000.00\\nITBIS RD$      21,060.00\\nTOTAL RD$         138,060.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 8322167\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 85498846\\nDETALLE DE SERVICIOS\\nOK\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132074742"],"invoice_ids":["inv_3536ce464bd899de7ebf"],"observation_id":"obs_d2dc40cc000970b83c44","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.671,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.753,"brightness_factor":1.1,"blur_sigma":0.516,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.77,"jpeg_quality":76,"documents":[{"rotation_deg":0.126,"perspective":0.002,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8786637526111619195,"difficulty":"hard","split":"train"}
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{"image":"images/606_006352.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133052776\",\"ncf\":\"B0144018548\",\"fecha_comprobante\":\"20240801\",\"monto_facturado_servicios\":710.95,\"monto_facturado_bienes\":21104.00,\"itbis_facturado\":3926.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"BLADY ORO JOYERIA\\nBLADY ORO JOYERIA SRL\\nRNC 133052776\\nCLIENTE: FERRECENTRO EL CAMINO & MAS SRL\\nRNC CLIENTE: 131536956\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0144018548\\nFACTURA NO.: 1474188\\nAUTORIZACION: 938806967\\nTELEFONO: 809-307-6868\\nFECHA: 01/08/2024  HORA: 16:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            21,104.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            710.95\\n----------------------------------------------\\nSUB-TOTAL RD$       21,814.95\\nIMPUESTO ITBIS RD$       3,926.69\\nTOTAL RD$          25,741.64\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5808961\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 35010733\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133052776"],"invoice_ids":["inv_c31e10da589b80ce77ce"],"observation_id":"obs_6046a3508bc0726828ce","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.81,"augmentation_metadata":{"downscale_factor":0.806,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.854,"brightness_factor":1.096,"blur_sigma":0.412,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":28.6,"jpeg_quality":88,"documents":[{"rotation_deg":-0.854,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15225029426800917855,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 93046016\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOMPONENTES PARA BOBINADOS Y MOTORES COBOM\\nRNC EMISOR: 132075692\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GOLDWATER ENTERPRISES S A\\nRNC CLIENTE: 130475849\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326393216478\\nFACTURA NO.: 9816461\\nAUTORIZACION: 915865766\\nTELEFONO: 809-732-8291\\nFECHA: 19/11/2025  HORA: 13:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     407.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  32,040.00\\n-------------------------------------------\\nSUBTOTAL RD$       32,447.50\\nITBIS RD$       5,840.55\\nTOTAL RD$          38,288.05\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4080081\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 17050958\\nREVISADO\\n\\n--- FACTURA ---\\n\\nNUVEL MEDIA GROUP\\nRNC EMISOR: 131858198\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GIMNASIO DENNY POWER CLUB SRL\\nRNC CLIENTE: 131433235\\nFACTURA DE CREDITO FISCAL\\nNCF: E448478418867\\nFACTURA NO.: 0809699\\nAUTORIZACION: 320514415\\nTELEFONO: 809-690-5388\\nFECHA: 26/08/2025  HORA: 10:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    CUADERNO 100 HOJAS\\n                                     176.00\\n    1  SERVICIO  CERTIFICACION\\n                                   5,249.99\\n    5  CURSO     CURSO DE CAPACITACION\\n                                  19,975.00\\n-------------------------------------------\\nSUBTOTAL RD$       25,400.99\\nITBIS RD$           0.00\\nTOTAL RD$          25,400.99\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9050568\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 37387976\"}","template_ids":[4,5,1],"business_categories":["inmobiliario","comercio_general","educacion"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["130227748","132075692","131858198"],"invoice_ids":["inv_e1d6d2cfc0d3d50f1e5e","inv_194faa0f94435029f547","inv_484fe4014cca8408ab3d"],"observation_id":"obs_1b42976f0c731891f8cf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.76,"augmentation_metadata":{"downscale_factor":0.856,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":1.09,"brightness_factor":0.924,"blur_sigma":0.257,"crop_applied":false,"camera_distance_factors":[0.958,0.943,0.939],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":75.8,"jpeg_quality":76,"documents":[{"rotation_deg":-3.042,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.149,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.178,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":7837856309013944769,"difficulty":"hard","split":"validation"}
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{"image":"images/606_006372.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101717478\",\"ncf\":\"B1439485939\",\"fecha_comprobante\":\"20240410\",\"monto_facturado_servicios\":92500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JOSE ANTONIO SANTANA JULIAN\\nJOSE ANTONIO SANTANA JULIAN\\nRNC: 00101717478\\nCLIENTE: DANILO MANUEL TORRES RODRIGUEZ\\nRNC CLIENTE: 03300294331\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1439485939\\nFACTURA NO.: 4481790\\nAUTORIZACION: 641322843\\nTELEFONO: 809-256-1255\\nFECHA: 10/04/2024  HORA: 08:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   16,500.00\\n    1  MES       SUPERVISION DE OBRA         76,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       92,500.00\\nITBIS RD$      16,650.00\\nTOTAL RD$         109,150.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9816001\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101717478"],"invoice_ids":["inv_7665837e153d06da92e8"],"observation_id":"obs_31c74c2d25b6ba9d7163","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.971,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.984,"brightness_factor":1.018,"blur_sigma":0.186,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.18,"jpeg_quality":94,"documents":[{"rotation_deg":0.071,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3897986921194208456,"difficulty":"light","split":"train"}
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{"image":"images/607_006379.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131894021\",\"ncf\":\"E320511520433\",\"fecha_comprobante\":\"20250304\",\"monto_facturado\":40823.73,\"itbis_facturado\":7348.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":48172.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BANSOPH\\nRNC EMISOR: 133013649\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES MAGIL SRL\\nRNC CLIENTE: 131894021\\nFACTURA DE CREDITO FISCAL\\nNCF E320511520433\\nFACTURA NO.: 1472300\\nAUTORIZACION: 584410735\\nTELEFONO: 809-927-7969\\nFECHA: 04/03/2025  HORA: 12:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,309.75\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,640.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  27,740.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   8,987.98\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     146.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       40,823.73\\nITBIS RD$       7,348.27\\nTOTAL RD$          48,172.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9757363\\nGRACIAS POR SU COMPRA\\nB\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133013649"],"invoice_ids":["inv_26c39ea61e92c78b0a34"],"observation_id":"obs_0e9e02670269d22f2069","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.17,"augmentation_metadata":{"downscale_factor":0.811,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.822,"brightness_factor":1.002,"blur_sigma":0.418,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.21,"jpeg_quality":80,"documents":[{"rotation_deg":-0.298,"perspective":0.002,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"B"}]},"num_invoices":1,"seed":1829804398630389662,"difficulty":"hard","split":"train"}
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{"image":"images/607_006383.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02400212300\",\"ncf\":\"E451157073548\",\"fecha_comprobante\":\"20251107\",\"monto_facturado\":19571.90,\"itbis_facturado\":3522.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":23094.84,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BRACHE Y ASOCIADOS S A\\nRNC EMISOR: 101056142\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO FELIX TAVAREZ OZORIA\\nRNC CLIENTE: 02400212300\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451157073548\\nFACTURA NO.: 4701669\\nAUTORIZACION: 488229277\\nTELEFONO: 809-507-6221\\nFECHA: 07/11/2025  HORA: 19:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,355.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,621.90\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,996.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,384.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,215.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,571.90\\nIMPUESTO ITBIS RD$       3,522.94\\nTOTAL RD$          23,094.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7724301\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 36491738\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101056142"],"invoice_ids":["inv_08595dc8cf58cb20fa43"],"observation_id":"obs_b8df65e7f519fa12ee98","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":8.21,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.73,"brightness_factor":1.015,"blur_sigma":0.338,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.89,"jpeg_quality":88,"documents":[{"rotation_deg":0.091,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13656555320821121672,"difficulty":"medium","split":"train"}
{"image":"images/606_006384.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03104591064\",\"ncf\":\"E321320935845\",\"fecha_comprobante\":\"20250106\",\"monto_facturado_servicios\":26500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"RAFAEL ALMONTE TAVERAS\\nRAFAEL ALMONTE TAVERAS\\nRNC EMISOR: 03104591064\\nCLIENTE: REYES LOPEZ HEREDIA\\nRNC CLIENTE: 00200842318\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321320935845\\nFACTURA NO.: 0964954\\nAUTORIZACION: 568063317\\nTELEFONO: 809-920-8415\\nFECHA: 06/01/2025  HORA: 08:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            23,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       3,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       26,500.00\\nIMPUESTO ITBIS RD$       4,770.00\\nTOTAL RD$          31,270.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 7880353\\nGRACIAS POR SU COMPRA\\nArchivado\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03104591064"],"invoice_ids":["inv_7a200280d42efeed910a"],"observation_id":"obs_cac3dc1b8612d2701517","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.966,"brightness_factor":1.006,"blur_sigma":0.014,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.96,"jpeg_quality":94,"documents":[{"rotation_deg":-0.553,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10364523119626098645,"difficulty":"light","split":"train"}
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{"image":"images/607_006387.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133160625\",\"ncf\":\"E442578704922\",\"fecha_comprobante\":\"20241025\",\"monto_facturado\":70000.00,\"itbis_facturado\":12600.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":54.74,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":82654.74,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PRESTAMOS PERSONALES DE NOMINA PRIMESA S A\\nRNC EMISOR: 124027586\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMEDCA SOLUTIONS SRL\\nRNC CLIENTE: 133160625\\nFACTURA DE CREDITO FISCAL\\nNCF E442578704922\\nFACTURA NO.: 1825194\\nAUTORIZACION: 959292743\\nTELEFONO: 809-635-8712\\nFECHA: 25/10/2024  HORA: 16:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   30,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       70,000.00\\nITBIS RD$      12,600.00\\nOTROS IMPUESTOS RD$      54.74\\nTOTAL RD$          82,654.74\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1676031\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCompra almacen\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["124027586"],"invoice_ids":["inv_cd4899d4d04e8b3ea8ac"],"observation_id":"obs_d1cbc8608bfa8bb1c612","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.09,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.955,"brightness_factor":0.941,"blur_sigma":0.351,"crop_applied":false,"camera_distance_factors":[0.924],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.18,"jpeg_quality":92,"documents":[{"rotation_deg":1.057,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12727410636004833980,"difficulty":"light","split":"train"}
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{"image":"images/607_006389.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"105053284\",\"ncf\":\"E457847807414\",\"fecha_comprobante\":\"20240506\",\"monto_facturado\":30500.00,\"itbis_facturado\":5490.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":35990.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IDDO SEGUROS\\nRNC EMISOR: 131135102\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REAL PROMOCIONES S A\\nRNC CLIENTE: 105053284\\nFACTURA DE CREDITO FISCAL\\nNCF E457847807414\\nFACTURA NO.: 7807371\\nAUTORIZACION: 848424360\\nTELEFONO: 809-568-6142\\nFECHA: 06/05/2024  HORA: 18:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       30,500.00\\nITBIS 18% RD$       5,490.00\\nTOTAL RD$          35,990.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3168224\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 38443714\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131135102"],"invoice_ids":["inv_01f624de234e09741f64"],"observation_id":"obs_96c556da5acf16dddc81","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.886,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.69,"brightness_factor":1.026,"blur_sigma":0.275,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.0,"jpeg_quality":84,"documents":[{"rotation_deg":-0.95,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":858964208625823399,"difficulty":"medium","split":"train"}
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{"image":"images/607_006393.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03105551190\",\"ncf\":\"E456983259135\",\"fecha_comprobante\":\"20240310\",\"monto_facturado\":3847.65,\"itbis_facturado\":692.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1338.20,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3202.03,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132724348\",\"ncf\":\"E317416871980\",\"fecha_comprobante\":\"20250909\",\"monto_facturado\":17836.90,\"itbis_facturado\":3210.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":1720.30,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":22767.84,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430409032\",\"ncf\":\"E311160702077\",\"fecha_comprobante\":\"20241120\",\"monto_facturado\":80000.00,\"itbis_facturado\":14400.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":94400.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BRAYLIN  MATEO RODRIGUEZ\\nRNC EMISOR: 40218669907\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CESARINA DEL CARMEN  NUÑEZ\\nRNC CLIENTE: 03105551190\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456983259135\\nFACTURA NO.: 9610915\\nAUTORIZACION: 565223390\\nTELEFONO: 809-533-8174\\nFECHA: 10/03/2024  HORA: 17:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    POSTRE DE LA CASA\\n                                     657.90\\n    5  UNIDAD    PLATO DEL DIA\\n                                   3,189.75\\n-------------------------------------------\\nSUBTOTAL RD$        3,847.65\\nITBIS 18% RD$         692.58\\nTOTAL RD$           4,540.23\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8214867\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nVIAU MERCADO GASTRONOMICO\\nRNC EMISOR: 132367642\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LOCKER CUT SRL\\nRNC CLIENTE: 132724348\\nFACTURA DE CREDITO FISCAL\\nNCF: E317416871980\\nFACTURA NO.: 2443105\\nAUTORIZACION: 379631067\\nTELEFONO: 809-852-5963\\nFECHA: 09/09/2025  HORA: 09:07\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    PLATO DEL DIA\\n                                                    633.90\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                                 17,203.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       17,836.90\\nIMPUESTO ITBIS RD$       3,210.64\\nPROPINA LEGAL RD$     1,720.30\\nTOTAL RD$          22,767.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3895299\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPEDRO FELIX MERCEDES GERMAN\\nRNC EMISOR: 22500293257\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION SEMILLAS DE ESPERANZA\\nADASHA\\nRNC CLIENTE: 430409032\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311160702077\\nFACTURA NO.: 5008475\\nAUTORIZACION: 181239370\\nTELEFONO: 809-482-7198\\nFECHA: 20/11/2024  HORA: 17:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  62,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  17,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       80,000.00\\nIMPUESTO ITBIS RD$      14,400.00\\nTOTAL RD$          94,400.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2879216\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,9,1],"business_categories":["restaurante","restaurante","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["40218669907","132367642","22500293257"],"invoice_ids":["inv_95029eb0fbb015456ab6","inv_fc38252d3b214bc22022","inv_55f317a612764b9b2f5a"],"observation_id":"obs_16e152102ac11074410d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.19,"augmentation_metadata":{"downscale_factor":0.993,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.948,"brightness_factor":0.979,"blur_sigma":0.157,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.48,"jpeg_quality":93,"documents":[{"rotation_deg":0.649,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.526,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.584,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3886230225822566113,"difficulty":"hard","split":"train"}
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{"image":"images/606_006398.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130048584\",\"ncf\":\"B1535389760\",\"fecha_comprobante\":\"20250705\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2298.00,\"itbis_facturado\":413.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ARMANDO MANGUERAS S A\\nARMANDO MANGUERAS S A\\nRNC: 130048584\\nCLIENTE: FERRETERIA 26 DE ENERO C POR A\\nRNC CLIENTE: 130304092\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1535389760\\nFACTURA NO.: 9623198\\nAUTORIZACION: 105556069\\nTELEFONO: 809-632-4119\\nFECHA: 05/07/2025  HORA: 17:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,298.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,298.00\\nITBIS RD$         413.64\\nTOTAL RD$           2,711.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5653944\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 48174505\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130048584"],"invoice_ids":["inv_28c3f34e0b708f5d4e26"],"observation_id":"obs_1f6dbb71733cbb300143","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.0,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.96,"brightness_factor":0.983,"blur_sigma":0.014,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.41,"jpeg_quality":90,"documents":[{"rotation_deg":-0.114,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2316208238299032172,"difficulty":"light","split":"train"}
{"image":"images/607_006399.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430186971\",\"ncf\":\"B1460903196\",\"fecha_comprobante\":\"20250527\",\"monto_facturado\":1414.46,\"itbis_facturado\":67.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1481.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRANCISCO RAMON VALERIO GARCIA\\nRNC EMISOR: 03800113940\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO LA UREÑA\\nRNC CLIENTE: 430186971\\nFACTURA DE CREDITO FISCAL\\nNCF: B1460903196\\nFACTURA NO.: 6275957\\nAUTORIZACION: 234830971\\nTELEFONO: 809-912-7934\\nFECHA: 27/05/2025  HORA: 19:53\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n  4.5  LIBRA     SALAMI SUPER ESPECIAL LIBRA\\n                                                  1,039.46\\n    5  PAQUETE   SERVILLETAS PAQUETE 100 UND\\n                                                    375.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        1,414.46\\nITBIS RD$          67.50\\nTOTAL RD$           1,481.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 452114\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 91692939\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["03800113940"],"invoice_ids":["inv_8f2e6d673cf8f0079056"],"observation_id":"obs_ab24afb809248fbb4192","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":10.35,"augmentation_metadata":{"downscale_factor":0.603,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.113,"brightness_factor":1.054,"blur_sigma":0.506,"crop_applied":false,"camera_distance_factors":[0.987],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.88,"jpeg_quality":86,"documents":[{"rotation_deg":-0.505,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9040625943369085090,"difficulty":"medium","split":"train"}
{"image":"images/606_006400.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131257313\",\"ncf\":\"E325039240667\",\"fecha_comprobante\":\"20250721\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13563.96,\"itbis_facturado\":2441.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"INGENIERIA & CONSTRUCTORA RADHAMES DIAZ DO\\nINGENIERIA & CONSTRUCTORA RADHAMES DIAZ DOMINGUE\\nRNC: 131257313\\nCLIENTE: ASOCIACION REDOMIF\\nRNC CLIENTE: 430092797\\nFACTURA DE CREDITO FISCAL\\nNCF E325039240667\\nFACTURA NO.: 1732071\\nAUTORIZACION: 513567463\\nTELEFONO: 809-656-1611\\nFECHA: 21/07/2025  HORA: 10:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   20  UNIDAD    CODO PVC 1/2 PULGADA           740.00\\n    4  QUINTAL   VARILLA CORRUGADA 3/8       12,823.96\\n----------------------------------------------\\nSUB-TOTAL RD$       13,563.96\\nITBIS RD$       2,441.51\\nTOTAL RD$          16,005.47\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4761566\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131257313"],"invoice_ids":["inv_e3e56f80c051e16737ce"],"observation_id":"obs_13cad4eb59499e7b5bc5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.89,"augmentation_metadata":{"downscale_factor":0.973,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.993,"brightness_factor":0.971,"blur_sigma":0.234,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.29,"jpeg_quality":92,"documents":[{"rotation_deg":-0.523,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2044951562725236452,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 97333996\\nVB\\nOK\\n\\n--- FACTURA ---\\n\\nAPRILET PROJECT S P A\\nAPRILET PROJECT S P A\\nRNC EMISOR: 130800294\\nCLIENTE: INVERSIONES ROSAMDER SRL\\nRNC CLIENTE: 132337222\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311471777994\\nFACTURA NO.: 2121140\\nAUTORIZACION: 937152337\\nTELEFONO: 809-745-1446\\nFECHA: 29/09/2025  HORA: 13:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     573.90\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  20,255.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,573.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,488.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,081.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       24,970.90\\nIMPUESTO ITBIS RD$       4,494.76\\nTOTAL RD$          29,465.66\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2776963\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 39471833\\nAPS\\nEntregado\\n\\n--- FACTURA ---\\n\\nINVERSIONES RMB\\nINVERSIONES RMB S R L\\nRNC 101625092\\nCLIENTE: VERONICA MARIA ROSA ROSARIO\\nRNC CLIENTE: 03103649202\\nFACTURA DE CREDITO FISCAL\\nNCF E455087982991\\nFACTURA NO.: 1092549\\nAUTORIZACION: 763807450\\nTELEFONO: 809-732-5074\\nFECHA: 18/09/2024  HORA: 10:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    CERRADURA DE POMO\\n                                   3,929.97\\n    3  UNIDAD    BOMBILLO LED 9 W\\n                                     333.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,262.97\\nITBIS RD$         767.33\\nOTROS IMPUESTOS RD$      28.29\\nTOTAL RD$           5,058.59\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6339947\\nGRACIAS POR SU COMPRA\\nPAGADO\"}","template_ids":[1,5,0],"business_categories":["publicidad_impresion","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["05401506372","130800294","101625092"],"invoice_ids":["inv_cfa3d15edd62c096ce60","inv_0047aaad9bfb811c704d","inv_208cfb660179b2738fa1"],"observation_id":"obs_72a4d410b3d2c23f2b68","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.75,"augmentation_metadata":{"downscale_factor":0.931,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.108,"brightness_factor":0.919,"blur_sigma":0.284,"crop_applied":true,"camera_distance_factors":[0.985,0.88,0.957],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.57,"jpeg_quality":90,"documents":[{"rotation_deg":0.861,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-1.786,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.032,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VB"},{"kind":"initials","text":"APS"},{"kind":"none","text":""}]},"num_invoices":3,"seed":13892249711896333860,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 48604145\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLUPI QUALITY IMPORT\\nLUPI QUALITY IMPORT SRL\\nRNC 133493659\\nCLIENTE: FUNDACION ALIMENTANDO MENTES\\nRNC CLIENTE: 430357952\\nFACTURA DE CREDITO FISCAL\\nNCF: E441391559267\\nFACTURA NO.: 5876494\\nAUTORIZACION: 97561324\\nTELEFONO: 809-332-8495\\nFECHA: 18/08/2024  HORA: 13:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,884.00\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,248.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,132.00\\nIMPUESTO ITBIS RD$         563.76\\nTOTAL RD$           3,695.76\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5897649\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 82153020\\n\\n--- FACTURA ---\\n\\nM MENDEZ ABOGADOS CONSULTORES\\nM MENDEZ ABOGADOS CONSULTORES SRL\\nRNC 133220296\\nCLIENTE: EL CARRITO PIOLA COFFEE SHOP SRL\\nRNC CLIENTE: 132058526\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313550728955\\nFACTURA NO.: 7352846\\nAUTORIZACION: 284845876\\nTELEFONO: 809-557-7460\\nFECHA: 05/03/2025  HORA: 17:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            16,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       25,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       41,500.00\\nITBIS RD$       7,470.00\\nTOTAL RD$          48,970.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6851688\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 19130120\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO MERCEDES ZAPATA\\nJUNTA DE CENTRO EDUCATIVO MERCEDES ZAPATA\\nRNC 430242284\\nCLIENTE: ISIDRO HECTOR REYES\\nRNC CLIENTE: 130616736\\nFACTURA DE CREDITO FISCAL\\nNCF: E446340383145\\nFACTURA NO.: 3866490\\nAUTORIZACION: 635189663\\nTELEFONO: 809-679-3059\\nFECHA: 13/03/2025  HORA: 19:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            845.99\\n    2  UNIDAD    MATERIAL DE OFICINA          3,056.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         2,823.98\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,814.95\\n----------------------------------------------\\nSUBTOTAL RD$       11,540.92\\nITBIS 18% RD$           0.00\\nTOTAL RD$          11,540.92\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7232731\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nANDRES FAUSTINO TORRES MEJIA\\nANDRES FAUSTINO TORRES MEJIA\\nRNC: 03300056888\\nCLIENTE: YANEL AMANDA PEREZ TAVERAS\\nRNC CLIENTE: 00115432106\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454843233484\\nFACTURA NO.: 8718911\\nAUTORIZACION: 575793534\\nTELEFONO: 809-512-3405\\nFECHA: 18/06/2025  HORA: 11:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       37,000.00\\nIMPUESTO ITBIS RD$       6,660.00\\nTOTAL RD$          43,660.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2376553\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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HILARIO MOSQUEA\\nRNC 40237609389\\nCLIENTE: VISTALINKS SRL\\nRNC CLIENTE: 131390579\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311143080282\\nFACTURA NO.: 9174999\\nAUTORIZACION: 78306796\\nTELEFONO: 809-701-7571\\nFECHA: 06/02/2024  HORA: 10:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,488.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,433.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,172.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,093.50\\nITBIS 18% RD$       1,096.83\\nTOTAL RD$           7,190.33\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2260903\\nGRACIAS POR SU COMPRA\\nIHM\\n\\n--- FACTURA ---\\n\\nJUAN CARLOS MEDINA MEDINA\\nJUAN CARLOS MEDINA MEDINA\\nRNC EMISOR: 01201162193\\nCLIENTE: RICARDO RAFAEL DEFILLO ESTRELLA\\nRNC CLIENTE: 00112887930\\nFACTURA DE CREDITO FISCAL\\nNCF: B0178502361\\nFACTURA NO.: 7550295\\nAUTORIZACION: 988649081\\nTELEFONO: 809-346-5959\\nFECHA: 01/04/2024  HORA: 15:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  17,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  22,500.00\\n   26  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  39,260.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  67,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      146,260.00\\nITBIS RD$      26,326.80\\nTOTAL RD$         172,586.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3904282\\nGRACIAS POR SU COMPRA\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nABITARE DESARROLLO INMOBILIARIO Y FINANCIE\\nABITARE DESARROLLO INMOBILIARIO Y\\nFINANCIERO SRL\\nRNC: 101852666\\nCLIENTE: MICHELE MARTINEZ CALDERON\\nRNC CLIENTE: 00114879729\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316384432179\\nFACTURA NO.: 6529496\\nAUTORIZACION: 816642995\\nTELEFONO: 809-744-9365\\nFECHA: 06/12/2024  HORA: 08:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  MES       ALQUILER DE LOCAL\\n                                 156,852.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  23,509.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      180,361.00\\nITBIS RD$      32,464.98\\nTOTAL RD$         212,825.98\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1526347\\nGRACIAS POR SU COMPRA\\nCargo a 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{"image":"images/606_006446.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430329772\",\"ncf\":\"E444435152933\",\"fecha_comprobante\":\"20240211\",\"monto_facturado_servicios\":764.00,\"monto_facturado_bienes\":3697.50,\"itbis_facturado\":803.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO 13952 ARZ JUAN A\\nJUNTA DE CENTRO EDUCATIVO 13952 ARZ JUAN\\nANTONIO\\nRNC EMISOR: 430329772\\nCLIENTE: FUNDACION GUZMAN ARIZA PRO\\nACADEMIA DOM\\nRNC CLIENTE: 430084743\\nFACTURA DE CREDITO FISCAL\\nNCF: E444435152933\\nFACTURA NO.: 7079954\\nAUTORIZACION: 795647838\\nTELEFONO: 809-891-4826\\nFECHA: 11/02/2024  HORA: 16:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,697.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     764.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,461.50\\nITBIS 18% RD$         803.07\\nTOTAL RD$           5,264.57\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1856628\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 62730557\\nEntregado\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430329772"],"invoice_ids":["inv_5753d4fb4872f9c024bc"],"observation_id":"obs_db203a6898a466e7528e","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.58,"augmentation_metadata":{"downscale_factor":0.651,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.784,"brightness_factor":1.129,"blur_sigma":0.406,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.06,"jpeg_quality":90,"documents":[{"rotation_deg":1.188,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3359286018947225107,"difficulty":"hard","split":"train"}
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{"image":"images/607_006449.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"124029351\",\"ncf\":\"E442153697469\",\"fecha_comprobante\":\"20250616\",\"monto_facturado\":245095.49,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":245095.49}],\"ocr\":\"MARTE BARRIOS & ASOCIADOS S A\\nRNC EMISOR: 101718722\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOLPHIN DAY CARE CENTER S A\\nRNC CLIENTE: 124029351\\nFACTURA DE CREDITO FISCAL\\nNCF E442153697469\\nFACTURA NO.: 7445260\\nAUTORIZACION: 856170806\\nTELEFONO: 809-615-6162\\nFECHA: 16/06/2025  HORA: 10:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   11,621.00\\n    2  SERVICIO  TASACION DE PROPIEDAD       82,040.00\\n    1  SERVICIO  COMISION INMOBILIARIA      144,386.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    7,047.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$      245,095.49\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         245,095.49\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 8591002\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 99378149\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["101718722"],"invoice_ids":["inv_afc25a798e5e9bf71026"],"observation_id":"obs_21298e8b6dd319a53282","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.22,"augmentation_metadata":{"downscale_factor":0.871,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.931,"brightness_factor":0.911,"blur_sigma":0.08,"crop_applied":false,"camera_distance_factors":[0.921],"legibility_scale_corrections":[0.0],"final_contrast_stddev":35.26,"jpeg_quality":88,"documents":[{"rotation_deg":0.063,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4747776389317908326,"difficulty":"light","split":"train"}
{"image":"images/606_006450.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132103892\",\"ncf\":\"B0155618631\",\"fecha_comprobante\":\"20240602\",\"monto_facturado_servicios\":1416.00,\"monto_facturado_bienes\":10469.94,\"itbis_facturado\":2139.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00101970465\",\"ncf\":\"E313131523643\",\"fecha_comprobante\":\"20240516\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1485.99,\"itbis_facturado\":267.48,\"impuesto_selectivo_al_consumo\":148.60,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ANDAMIOS Y EQUIPOS DEL MEDITERRANEO\\nANDAMIOS Y EQUIPOS DEL MEDITERRANEO SRL\\nRNC: 132103892\\nCLIENTE: EXPORT STA BARBARA TROP PROD\\nRNC CLIENTE: 101025069\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0155618631\\nFACTURA NO.: 8219091\\nAUTORIZACION: 710852326\\nTELEFONO: 809-309-2773\\nFECHA: 02/06/2024  HORA: 12:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,441.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,523.95\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,504.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,416.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,885.94\\nIMPUESTO ITBIS RD$       2,139.47\\nTOTAL RD$          14,025.41\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4335563\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 50226118\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFIDIA ANA ELISA ESQUEA GUERRERO GUERRERO\\nFIDIA ANA ELISA ESQUEA GUERRERO GUERRERO\\nRNC: 00101970465\\nCLIENTE: FUNDACION BABY TO MOM B2M\\nRNC CLIENTE: 430347159\\nFACTURA DE CREDITO FISCAL\\nNCF: E313131523643\\nFACTURA NO.: 5445862\\nAUTORIZACION: 629756673\\nTELEFONO: 809-748-5330\\nFECHA: 16/05/2024  HORA: 20:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,485.99\\n----------------------------------------------\\nSUBTOTAL RD$        1,485.99\\nIMPUESTO ITBIS RD$         267.48\\nIMP. SELECTIVO RD$     148.60\\nTOTAL RD$           1,902.07\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8653505\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 37730861\\nEntregado\"}","template_ids":[5,13],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132103892","00101970465"],"invoice_ids":["inv_e5bb79aeeeeb6e4ff7d3","inv_3bb20575f68ff20bf082"],"observation_id":"obs_55b1d4bcc31e05903b2d","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.706,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.878,"brightness_factor":1.006,"blur_sigma":0.29,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.52,"jpeg_quality":86,"documents":[{"rotation_deg":0.188,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.483,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":14779859399775871860,"difficulty":"hard","split":"train"}
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{"image":"images/606_006462.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131003885\",\"ncf\":\"B1477998557\",\"fecha_comprobante\":\"20240314\",\"monto_facturado_servicios\":152000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"PBR SOLUCIONES LEGALES\\nPBR SOLUCIONES LEGALES SRL\\nRNC 131003885\\nCLIENTE: MICROSOFT S A\\nRNC CLIENTE: 101169427\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1477998557\\nFACTURA NO.: 4989745\\nAUTORIZACION: 681562792\\nTELEFONO: 809-406-8086\\nFECHA: 14/03/2024  HORA: 20:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   14,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    81,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA    5,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    51,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      152,000.00\\nITBIS 18% RD$      27,360.00\\nTOTAL RD$         179,360.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4705525\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 27218169\\nPSL\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131003885"],"invoice_ids":["inv_acd9990cb0fe58912c37"],"observation_id":"obs_2fb226f8e4e90c21de47","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.95,"augmentation_metadata":{"downscale_factor":0.618,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.889,"brightness_factor":1.018,"blur_sigma":0.785,"crop_applied":false,"camera_distance_factors":[0.954],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.77,"jpeg_quality":88,"documents":[{"rotation_deg":3.63,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"PSL"}]},"num_invoices":1,"seed":2694405898670044097,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nBIANNEL REYNOSO RUBIO\\nRNC EMISOR: 22301379255\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESWELL TRAVEL SRL\\nRNC CLIENTE: 131871577\\nFACTURA DE CREDITO FISCAL\\nNCF: E313956406453\\nFACTURA NO.: 8374270\\nAUTORIZACION: 102104484\\nTELEFONO: 809-848-3262\\nFECHA: 12/03/2024  HORA: 15:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,902.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,623.95\\n-------------------------------------------\\nSUBTOTAL RD$        4,525.95\\nITBIS 18% RD$         814.67\\nTOTAL RD$           5,340.62\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1726416\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 65142779\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nBRR\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nMANEJADORA A & B C POR A\\nRNC EMISOR: 102616728\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS JOSE CAPELLAN ROQUE\\nRNC CLIENTE: 04701547350\\nFACTURA DE CREDITO FISCAL\\nNCF B1519401484\\nFACTURA NO.: 5131706\\nAUTORIZACION: 428918664\\nTELEFONO: 809-368-5776\\nFECHA: 27/02/2024  HORA: 08:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,558.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     606.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,561.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,725.00\\nIMPUESTO ITBIS RD$       1,030.50\\nTOTAL RD$           6,755.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9968565\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[7,0,5],"business_categories":["transporte","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130336164","22301379255","102616728"],"invoice_ids":["inv_09b961b2b85348a3b8fa","inv_1707a5a70c22367b7f13","inv_8fe435ca497cba47f466"],"observation_id":"obs_7e1a3bf90051f4490881","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.726,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.913,"brightness_factor":1.076,"blur_sigma":0.571,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.26,"jpeg_quality":78,"documents":[{"rotation_deg":-0.728,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.457,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.135,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"BRR"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":15603665694505047868,"difficulty":"hard","split":"validation"}
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{"image":"images/606_006476.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130706891\",\"ncf\":\"E441812357696\",\"fecha_comprobante\":\"20250702\",\"monto_facturado_servicios\":23694.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131732372\",\"ncf\":\"E457548754062\",\"fecha_comprobante\":\"20240822\",\"monto_facturado_servicios\":5500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ESTEVFARMAX SRL\\nESTEVFARMAX SRL\\nRNC: 130706891\\nCLIENTE: INMOBILIARIA SUTHERLAND 004 SRL\\nRNC CLIENTE: 133172879\\nFACTURA DE CREDITO FISCAL\\nNCF E441812357696\\nFACTURA NO.: 4622811\\nAUTORIZACION: 155491669\\nTELEFONO: 809-889-2769\\nFECHA: 02/07/2025  HORA: 19:39\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  SERVICIO  ANALISIS DE LABORATORIO\\n                                                  9,963.00\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                                  1,806.50\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                                  7,191.00\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                                  4,733.99\\n----------------------------------------------------------\\nSUB-TOTAL RD$       23,694.49\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          23,694.49\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 8639783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 62007142\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nIDEAS DIGITALES GUZMAN MOREL\\nIDEAS DIGITALES GUZMAN MOREL SRL\\nRNC 131732372\\nCLIENTE: LA ILUSIOND SRL\\nRNC CLIENTE: 132139127\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457548754062\\nFACTURA NO.: 6442308\\nAUTORIZACION: 65212437\\nTELEFONO: 809-220-7611\\nFECHA: 22/08/2024  HORA: 09:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           5,500.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 5449943\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[9,4],"business_categories":["salud","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130706891","131732372"],"invoice_ids":["inv_1f41e2504cafe778c2fa","inv_9b4b3b35b6a06ab5825b"],"observation_id":"obs_aa08c21b12e1f8b4cc0c","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.89,"augmentation_metadata":{"downscale_factor":0.716,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.918,"brightness_factor":0.927,"blur_sigma":0.242,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":42.0,"jpeg_quality":88,"documents":[{"rotation_deg":0.104,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.166,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5781419751161563019,"difficulty":"hard","split":"test"}
{"image":"images/607_006477.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130505871\",\"ncf\":\"E458212965251\",\"fecha_comprobante\":\"20240101\",\"monto_facturado\":10784.00,\"itbis_facturado\":1941.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5662.71,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7062.41,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SUCS DE DR E BOTELLO CXA\\nRNC EMISOR: 101069572\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KAREN GARCIA BIENES RAICES S A\\nRNC CLIENTE: 130505871\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458212965251\\nFACTURA NO.: 7715468\\nAUTORIZACION: 609793339\\nTELEFONO: 809-439-2366\\nFECHA: 01/01/2024  HORA: 17:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,272.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   1,876.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,496.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,140.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,784.00\\nITBIS RD$       1,941.12\\nTOTAL RD$          12,725.12\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3394009\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 41152657\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101069572"],"invoice_ids":["inv_d9d816e7da87fb151fce"],"observation_id":"obs_b10d4e8b0aedc4c7f571","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.71,"augmentation_metadata":{"downscale_factor":0.907,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.967,"brightness_factor":1.017,"blur_sigma":0.183,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.2,"jpeg_quality":90,"documents":[{"rotation_deg":-0.624,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":56331172280343751,"difficulty":"light","split":"train"}
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{"image":"images/606_006480.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132698118\",\"ncf\":\"E440240783526\",\"fecha_comprobante\":\"20250228\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":564.00,\"itbis_facturado\":101.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"PEREZ ROJAS COMERCIAL\\nPEREZ ROJAS COMERCIAL SRL\\nRNC 132698118\\nCLIENTE: BREDY CONSTRUCTION S A\\nRNC CLIENTE: 130485046\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440240783526\\nFACTURA NO.: 0235643\\nAUTORIZACION: 402021699\\nTELEFONO: 809-321-8403\\nFECHA: 28/02/2025  HORA: 13:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     564.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          564.00\\nIMPUESTO ITBIS RD$         101.52\\nTOTAL RD$             665.52\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 6039084\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132698118"],"invoice_ids":["inv_ff9daddac4fe19217e9f"],"observation_id":"obs_445debb55c0df43e3779","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.87,"augmentation_metadata":{"downscale_factor":0.766,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.692,"brightness_factor":1.02,"blur_sigma":0.448,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.17,"jpeg_quality":88,"documents":[{"rotation_deg":0.513,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2461653871629781776,"difficulty":"medium","split":"test"}
{"image":"images/607_006481.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113040869\",\"ncf\":\"E454119900530\",\"fecha_comprobante\":\"20250128\",\"monto_facturado\":13451.74,\"itbis_facturado\":2421.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":15873.05}],\"ocr\":\"NAZHA ESPANOL DE MURAD\\nRNC EMISOR: 130194076\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDUARD MANUEL GONZALEZ CORNELIO\\nRNC CLIENTE: 00113040869\\nFACTURA DE CREDITO FISCAL\\nNCF: E454119900530\\nFACTURA NO.: 2595776\\nAUTORIZACION: 960567875\\nTELEFONO: 809-464-2582\\nFECHA: 28/01/2025  HORA: 15:27\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  3,444.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,077.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,714.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  5,554.75\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,661.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       13,451.74\\nITBIS RD$       2,421.31\\nTOTAL RD$          15,873.05\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 9809045\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130194076"],"invoice_ids":["inv_2049cdc7607b6b32fce1"],"observation_id":"obs_7950371756e848bd4b55","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.839,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.746,"brightness_factor":1.055,"blur_sigma":0.325,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":30.61,"jpeg_quality":81,"documents":[{"rotation_deg":-0.338,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14653618951403085912,"difficulty":"medium","split":"train"}
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{"image":"images/607_006483.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132871855\",\"ncf\":\"B0220572760\",\"fecha_comprobante\":\"20240106\",\"monto_facturado\":4085.97,\"itbis_facturado\":735.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":4821.44,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00102457702\",\"ncf\":\"E452426291126\",\"fecha_comprobante\":\"20251107\",\"monto_facturado\":150657.00,\"itbis_facturado\":27118.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":84012.42,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":93762.84,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430385441\",\"ncf\":\"E311168956092\",\"fecha_comprobante\":\"20251020\",\"monto_facturado\":185146.70,\"itbis_facturado\":33326.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":218473.11,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NIXON PEREZ DOTEL\\nRNC EMISOR: 00106965536\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUCESORES JOSE DOLORES GUERRERO\\nBONETTI\\nRNC CLIENTE: 132871855\\nFACTURA DE CREDITO FISCAL\\nNCF B0220572760\\nFACTURA NO.: 4065103\\nAUTORIZACION: 71867906\\nTELEFONO: 809-840-2909\\nFECHA: 06/01/2024  HORA: 12:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,085.97\\n-------------------------------------------\\nSUB-TOTAL RD$        4,085.97\\nITBIS RD$         735.47\\nTOTAL RD$           4,821.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4869268\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 99930233\\nREVISADO\\n\\n--- FACTURA ---\\n\\nVISION INMOBILIARIA L&P\\nRNC EMISOR: 133240815\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL BRAZOBAN AQUINO\\nRNC CLIENTE: 00102457702\\nFACTURA DE CREDITO FISCAL\\nNCF E452426291126\\nFACTURA NO.: 9323651\\nAUTORIZACION: 44534270\\nTELEFONO: 809-463-2485\\nFECHA: 07/11/2025  HORA: 13:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 150,657.00\\n-------------------------------------------\\nSUB-TOTAL RD$      150,657.00\\nIMPUESTO ITBIS RD$      27,118.26\\nTOTAL RD$         177,775.26\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5438202\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPATRIMONIAL VALENCIANA HARFONT SL\\nRNC EMISOR: 130426602\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERATIVA AGROPECUARIA Y\\nSERVICIOS MU\\nRNC CLIENTE: 430385441\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311168956092\\nFACTURA NO.: 0461029\\nAUTORIZACION: 856855252\\nTELEFONO: 809-415-6599\\nFECHA: 20/10/2025  HORA: 18:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  32,055.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  59,245.00\\n    5  MES       ALQUILER DE LOCAL\\n                                  68,449.75\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  25,396.95\\n-------------------------------------------\\nSUBTOTAL RD$      185,146.70\\nITBIS RD$      33,326.41\\nTOTAL RD$         218,473.11\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3302762\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 99303534\"}","template_ids":[1,0,5],"business_categories":["comercio_general","inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00106965536","133240815","130426602"],"invoice_ids":["inv_730c18667dad6b298b7f","inv_a2c66d833d48c6203917","inv_7735a77c20784244e3c8"],"observation_id":"obs_ae26269dfc8ab77f9123","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":4.35,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.971,"brightness_factor":0.984,"blur_sigma":0.241,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":41.27,"jpeg_quality":93,"documents":[{"rotation_deg":-0.712,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.218,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.247,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9301400379999876908,"difficulty":"hard","split":"train"}
{"image":"images/606_006484.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05300141347\",\"ncf\":\"B1407192434\",\"fecha_comprobante\":\"20241214\",\"monto_facturado_servicios\":15238.95,\"monto_facturado_bienes\":7026.99,\"itbis_facturado\":3203.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"430120006\",\"ncf\":\"B0260329643\",\"fecha_comprobante\":\"20240405\",\"monto_facturado_servicios\":95500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17190.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"03700661675\",\"ncf\":\"B0175650306\",\"fecha_comprobante\":\"20250523\",\"monto_facturado_servicios\":85412.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15374.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"VIVERO EL VALLE\\nJOAQUIN EMILIO GOMEZ ESPINAL\\nRNC 05300141347\\nCLIENTE: VAME NETWORK SRL\\nRNC CLIENTE: 132702921\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1407192434\\nFACTURA NO.: 9891717\\nAUTORIZACION: 472121719\\nTELEFONO: 809-530-9517\\nFECHA: 14/12/2024  HORA: 11:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA         15,238.95\\n    1  QUINTAL   ARROZ EN CASCARA             4,470.99\\n    2  UNIDAD    SEMILLAS CERTIFICADAS        2,556.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,265.94\\nITBIS RD$       3,203.09\\nTOTAL RD$          25,469.03\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 7870500\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 85848770\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVEV\\n\\n--- FACTURA ---\\n\\nAPCD\\nASOCIACION PROFESIONAL DE COACHING DOMINICANA\\nRNC EMISOR: 430120006\\nCLIENTE: JUNTA DE VECINOS RESIDENCIAL MARIBEL I\\nRNC CLIENTE: 430075167\\nFACTURA DE CREDITO FISCAL\\nNCF B0260329643\\nFACTURA NO.: 2512452\\nAUTORIZACION: 542127080\\nTELEFONO: 809-314-9443\\nFECHA: 05/04/2024  HORA: 11:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      18,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   16,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    61,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       95,500.00\\nITBIS 18% RD$      17,190.00\\nTOTAL RD$         112,690.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7526486\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nARISTOTELES ALEJANDRO SILVERIO CHEVALIER\\nARISTOTELES ALEJANDRO SILVERIO CHEVALIER\\nRNC 03700661675\\nCLIENTE: N Y B JEWELRY CORPORATION\\nRNC CLIENTE: 411000573\\nFACTURA DE CREDITO FISCAL\\nNCF B0175650306\\nFACTURA NO.: 3769323\\nAUTORIZACION: 240673577\\nTELEFONO: 809-903-2641\\nFECHA: 23/05/2025  HORA: 12:19\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                  5,000.00\\n   12  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 32,412.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                                 17,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 31,000.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       85,412.00\\nITBIS RD$      15,374.16\\nTOTAL RD$         100,786.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5337172\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 13643609\\nRecibido\"}","template_ids":[2,4,9],"business_categories":["agricultura","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["05300141347","430120006","03700661675"],"invoice_ids":["inv_065c5f5e32f6aa41789e","inv_72333e0a39ab97a491a0","inv_262a23ec6b80d1841bcc"],"observation_id":"obs_a87aea134436eecf5be8","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.707,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.956,"brightness_factor":0.998,"blur_sigma":0.28,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":23.3,"jpeg_quality":87,"documents":[{"rotation_deg":-0.748,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.063,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.201,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VEV"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":12578837470701814387,"difficulty":"hard","split":"train"}
{"image":"images/607_006485.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130661197\",\"ncf\":\"E319501068308\",\"fecha_comprobante\":\"20240128\",\"monto_facturado\":14408.00,\"itbis_facturado\":2593.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":17001.44,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430447732\",\"ncf\":\"B0106648831\",\"fecha_comprobante\":\"20240214\",\"monto_facturado\":2128.50,\"itbis_facturado\":383.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2511.63,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130361282\",\"ncf\":\"E453384389413\",\"fecha_comprobante\":\"20250427\",\"monto_facturado\":15452.74,\"itbis_facturado\":2781.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8163.57,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10070.66,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40226261002\",\"ncf\":\"E322074581045\",\"fecha_comprobante\":\"20250616\",\"monto_facturado\":15887.90,\"itbis_facturado\":2859.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18747.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DOUGLAS INDUSTRIAL S A\\nRNC EMISOR: 101820292\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PIEDRECITAS S R L\\nRNC CLIENTE: 130661197\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319501068308\\nFACTURA NO.: 0214102\\nAUTORIZACION: 211381394\\nTELEFONO: 809-594-3840\\nFECHA: 28/01/2024  HORA: 18:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,496.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,912.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,408.00\\nITBIS RD$       2,593.44\\nTOTAL RD$          17,001.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6290203\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 47876338\\nDIS\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nDE JIMENEZ HIERROS FORJADOS\\nRNC EMISOR: 00107519449\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION NACIONAL DE EMPRESAS PUBLICI\\nRNC CLIENTE: 430447732\\nFACTURA DE CREDITO FISCAL\\nNCF B0106648831\\nFACTURA NO.: 2936049\\nAUTORIZACION: 222688045\\nTELEFONO: 809-783-1674\\nFECHA: 14/02/2024  HORA: 18:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            480.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,648.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,128.50\\nITBIS RD$         383.13\\nTOTAL RD$           2,511.63\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4727159\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 40492134\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nD GAMA D P E\\nRNC EMISOR: 06100262929\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SONAJA INVERSIONES SAS\\nRNC CLIENTE: 130361282\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453384389413\\nFACTURA NO.: 9036815\\nAUTORIZACION: 376950103\\nTELEFONO: 809-339-9895\\nFECHA: 27/04/2025  HORA: 15:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO         6,129.75\\n    4  UNIDAD    EQUIPO ELECTRICO             3,820.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,409.99\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         2,890.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,203.00\\n----------------------------------------------\\nSUBTOTAL RD$       15,452.74\\nITBIS 18% RD$       2,781.49\\nTOTAL RD$          18,234.23\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4983032\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 38387633\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDGD\\n\\n--- FACTURA ---\\n\\nCAMPJAMA\\nRNC EMISOR: 132870158\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILDA ROSELIN SANTANA ABREU SANTANA ABR\\nRNC CLIENTE: 40226261002\\nFACTURA DE CREDITO FISCAL\\nNCF E322074581045\\nFACTURA NO.: 1670814\\nAUTORIZACION: 62524482\\nTELEFONO: 809-693-5363\\nFECHA: 16/06/2025  HORA: 11:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,362.00\\n    2  UNIDAD    EQUIPO ELECTRICO             3,193.90\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            280.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO        11,052.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,887.90\\nITBIS RD$       2,859.82\\nTOTAL RD$          18,747.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 513521\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 81319518\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\"}","template_ids":[5,6,13,4],"business_categories":["comercio_general","comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["101820292","00107519449","06100262929","132870158"],"invoice_ids":["inv_0e4749bfdb4b7f2d395b","inv_aea7705c27a8d312e4dc","inv_02b7333aaab3cec8044a","inv_433689e554bb81859a08"],"observation_id":"obs_6097fcc08e301f91a0f9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.68,"augmentation_metadata":{"downscale_factor":0.587,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":1.089,"brightness_factor":1.008,"blur_sigma":0.441,"crop_applied":false,"camera_distance_factors":[0.972,0.883,0.996,0.938],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":79.28,"jpeg_quality":91,"documents":[{"rotation_deg":4.175,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.668,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.736,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-3.089,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DIS"},{"kind":"none","text":""},{"kind":"initials","text":"DGD"},{"kind":"none","text":""}]},"num_invoices":4,"seed":7528997578694575363,"difficulty":"very_hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 61288781\\nM\\n\\n--- FACTURA ---\\n\\nASOCIACION DE PRODUCTORES LA PIÑITA\\nASOCIACION DE PRODUCTORES LA PIÑITA\\nRNC EMISOR: 430236322\\nCLIENTE: DHRM CONSULTING GROUP SRL\\nRNC CLIENTE: 132950305\\nFACTURA DE CREDITO FISCAL\\nNCF B1599693328\\nFACTURA NO.: 6381941\\nAUTORIZACION: 515436426\\nTELEFONO: 809-287-3446\\nFECHA: 03/04/2024  HORA: 11:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  67,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                   5,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       72,500.00\\nITBIS 18% RD$      13,050.00\\nTOTAL RD$          85,550.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6914123\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 11160022\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nLUIS MATEO GARCIA\\nLUIS MATEO GARCIA\\nRNC: 01100296084\\nCLIENTE: CARIBBEAN RIDES SRL\\nRNC CLIENTE: 131708562\\nFACTURA DE CREDITO FISCAL\\nNCF: B1553286307\\nFACTURA NO.: 8076580\\nAUTORIZACION: 491502917\\nTELEFONO: 809-928-7166\\nFECHA: 20/04/2024  HORA: 14:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     542.50\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,462.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,975.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,979.50\\nITBIS RD$           0.00\\nTOTAL RD$          11,979.50\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3411862\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 55432262\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nRecibido\\n\\n--- FACTURA ---\\n\\nCOLMADO GENAO VILLAR\\nPATRIA HERMINIA VILLAR\\nRNC: 00108118712\\nCLIENTE: TRANSLOGISTICS TMGA SRL\\nRNC CLIENTE: 132731107\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1561258527\\nFACTURA NO.: 1382566\\nAUTORIZACION: 827105239\\nTELEFONO: 809-705-4231\\nFECHA: 14/11/2024  HORA: 19:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     234.00\\n-------------------------------------------\\nSUB-TOTAL RD$          234.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             234.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 705918\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,12,5],"business_categories":["comercio_general","profesional","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101627433","101751282","00108118712"],"invoice_ids":["inv_5fcb190093f63458a615","inv_8002a1db2cce42f6f26c","inv_478e9c4e81eb945ea7f8"],"observation_id":"obs_19e163c1e923f2425dab","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.9,"augmentation_metadata":{"downscale_factor":0.842,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.828,"brightness_factor":0.983,"blur_sigma":0.2,"crop_applied":false,"camera_distance_factors":[0.962,0.977,0.937],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.39,"jpeg_quality":96,"documents":[{"rotation_deg":0.53,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.149,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.272,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":18050354308357254984,"difficulty":"hard","split":"train"}
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{"image":"images/606_006514.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40206367530\",\"ncf\":\"E317178236358\",\"fecha_comprobante\":\"20241225\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15568.50,\"itbis_facturado\":2802.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132808908\",\"ncf\":\"B0148097536\",\"fecha_comprobante\":\"20240314\",\"monto_facturado_servicios\":1221.00,\"monto_facturado_bienes\":1261.50,\"itbis_facturado\":446.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"NOEMI NAOOMI SANCHEZ OGUIS\\nNOEMI NAOOMI SANCHEZ OGUIS\\nRNC: 40206367530\\nCLIENTE: TRANSPORTE CUMBRE SRL\\nRNC CLIENTE: 123004801\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317178236358\\nFACTURA NO.: 2309332\\nAUTORIZACION: 20098794\\nTELEFONO: 809-817-5367\\nFECHA: 25/12/2024  HORA: 19:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        15,568.50\\n----------------------------------------------\\nSUBTOTAL RD$       15,568.50\\nITBIS 18% RD$       2,802.33\\nTOTAL RD$          18,370.83\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3313072\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 50109170\\n\\n--- FACTURA ---\\n\\nYESCA BIOMASA\\nYESCA BIOMASA SRL\\nRNC: 132808908\\nCLIENTE: AIRAM MIGUELINA OLINAD TORIBIO\\nHERRERA\\nRNC CLIENTE: 00115339467\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0148097536\\nFACTURA NO.: 8795388\\nAUTORIZACION: 965163452\\nTELEFONO: 809-450-4207\\nFECHA: 14/03/2024  HORA: 15:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     296.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     315.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     650.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,221.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,482.50\\nIMPUESTO ITBIS RD$         446.85\\nTOTAL RD$           2,929.35\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 1249710\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 76976019\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40206367530","132808908"],"invoice_ids":["inv_44e9aa176e8cc480c606","inv_bba36e7520f3fb79dc8e"],"observation_id":"obs_0587806f11243ab2aabd","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.781,"brightness_factor":1.042,"blur_sigma":0.643,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.1,"jpeg_quality":80,"documents":[{"rotation_deg":0.717,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.17,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":13793911685529162249,"difficulty":"medium","split":"train"}
{"image":"images/607_006515.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101842156\",\"ncf\":\"E319836677716\",\"fecha_comprobante\":\"20250925\",\"monto_facturado\":3258.50,\"itbis_facturado\":586.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":3845.03}],\"ocr\":\"SUPLIDORA DOM CXA\\nRNC EMISOR: 104002042\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PIEZAS CLAVES PLIMA S A\\nRNC CLIENTE: 101842156\\nFACTURA DE CREDITO FISCAL\\nNCF: E319836677716\\nFACTURA NO.: 8178966\\nAUTORIZACION: 689853156\\nTELEFONO: 809-326-1070\\nFECHA: 25/09/2025  HORA: 14:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     920.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,762.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     576.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,258.50\\nIMPUESTO ITBIS RD$         586.53\\nTOTAL RD$           3,845.03\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 5626630\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["104002042"],"invoice_ids":["inv_fa35b77be13664b97de7"],"observation_id":"obs_73d23df14b7bc5f7e107","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":10.16,"augmentation_metadata":{"downscale_factor":0.425,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":1.046,"brightness_factor":0.948,"blur_sigma":0.85,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":81.62,"jpeg_quality":81,"documents":[{"rotation_deg":1.398,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14828330299389377685,"difficulty":"very_hard","split":"train"}
{"image":"images/606_006516.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133276275\",\"ncf\":\"B0155520360\",\"fecha_comprobante\":\"20250306\",\"monto_facturado_servicios\":1283.00,\"monto_facturado_bienes\":18439.75,\"itbis_facturado\":3550.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FERRETERIA FERNANDO T & D\\nFERRETERIA FERNANDO T & D SRL\\nRNC EMISOR: 133276275\\nCLIENTE: ELIGIO GRACIANO Y FELIX VARGAS\\nRNC CLIENTE: 101002001\\nFACTURA DE CREDITO FISCAL\\nNCF B0155520360\\nFACTURA NO.: 1469232\\nAUTORIZACION: 183592101\\nTELEFONO: 809-241-1470\\nFECHA: 06/03/2025  HORA: 08:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,954.75\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   9,485.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,283.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       19,722.75\\nITBIS RD$       3,550.10\\nTOTAL RD$          23,272.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7085078\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 65573120\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133276275"],"invoice_ids":["inv_03f5844f5a3e58564411"],"observation_id":"obs_f832c51b7cd7eee25767","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":8.42,"augmentation_metadata":{"downscale_factor":0.726,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.911,"brightness_factor":0.933,"blur_sigma":0.637,"crop_applied":false,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.85,"jpeg_quality":91,"documents":[{"rotation_deg":3.751,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3999770794002052072,"difficulty":"medium","split":"test"}
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{"image":"images/606_006528.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00200433225\",\"ncf\":\"E457487113639\",\"fecha_comprobante\":\"20250623\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":801.88,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430104452\",\"ncf\":\"B1513815055\",\"fecha_comprobante\":\"20240201\",\"monto_facturado_servicios\":19000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3420.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"422002521\",\"ncf\":\"E441522895285\",\"fecha_comprobante\":\"20251114\",\"monto_facturado_servicios\":14922.50,\"monto_facturado_bienes\":5112.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ANGEL DANIEL CARVAJAL\\nANGEL DANIEL CARVAJAL\\nRNC EMISOR: 00200433225\\nCLIENTE: SIDECOM SERVICES SERVICIOS DE CONSULTOR\\nRNC CLIENTE: 133318792\\nFACTURA DE CREDITO FISCAL\\nNCF: E457487113639\\nFACTURA NO.: 0845508\\nAUTORIZACION: 389212362\\nTELEFONO: 809-532-3079\\nFECHA: 23/06/2025  HORA: 17:07\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  GALON     CLORO LIQUIDO 1 GALON\\n                                                    361.98\\n    2  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                                     81.90\\n    2  UNIDAD    HABICHUELAS 800 G\\n                                                    358.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$          801.88\\nITBIS 18% RD$           0.00\\nTOTAL RD$             801.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6842114\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 35368047\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFUNDACION SAN VALENTIN\\nFUNDACION SAN VALENTIN\\nRNC 430104452\\nCLIENTE: LUBRI CAR CR S R L\\nRNC CLIENTE: 130664722\\nFACTURA DE CREDITO FISCAL\\nNCF B1513815055\\nFACTURA NO.: 7726652\\nAUTORIZACION: 906149143\\nTELEFONO: 809-722-6397\\nFECHA: 01/02/2024  HORA: 11:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    19,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       19,000.00\\nIMPUESTO ITBIS RD$       3,420.00\\nTOTAL RD$          22,420.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2516790\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 21145571\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nSEMINARIO PREFILOSOFADO INTERDIOC FERNANDO\\nSEMINARIO PREFILOSOFADO INTERDIOC FERNANDO\\nARTUR\\nRNC EMISOR: 422002521\\nCLIENTE: BELARMINIO JIMENEZ\\nRNC CLIENTE: 00108681503\\nFACTURA DE CREDITO FISCAL\\nNCF: E441522895285\\nFACTURA NO.: 0323583\\nAUTORIZACION: 12246260\\nTELEFONO: 809-374-7563\\nFECHA: 14/11/2025  HORA: 10:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  CERTIFICACION\\n                                  14,922.50\\n    4  UNIDAD    LIBRO DE TEXTO\\n                                   5,112.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,034.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$          20,034.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 255937\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 91223480\\nPagado\"}","template_ids":[9,4,1],"business_categories":["colmado_alimentos","profesional","educacion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00200433225","430104452","422002521"],"invoice_ids":["inv_5c5e7d23a9e34085d8f9","inv_78fe4194bc4e53963222","inv_4e96cc078f649dd5eb2e"],"observation_id":"obs_023cf1b00e93c94fc083","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":1.024,"brightness_factor":0.976,"blur_sigma":0.242,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.42,"jpeg_quality":93,"documents":[{"rotation_deg":-0.479,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.184,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.266,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2591114623939751077,"difficulty":"hard","split":"train"}
{"image":"images/607_006529.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132896874\",\"ncf\":\"E310723473110\",\"fecha_comprobante\":\"20250713\",\"monto_facturado\":844462.95,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":844462.95}],\"ocr\":\"TRIJILIO MAURO RAMIREZ PEREZ\\nRNC EMISOR: 00105606180\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DE LA HARINA AL PAN BY VIANKA SRL\\nRNC CLIENTE: 132896874\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310723473110\\nFACTURA NO.: 8446871\\nAUTORIZACION: 503578622\\nTELEFONO: 809-328-6164\\nFECHA: 13/07/2025  HORA: 12:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  MES       ALQUILER DE LOCAL\\n                                 651,304.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  15,287.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  13,507.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 137,045.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  27,319.00\\n-------------------------------------------\\nSUB-TOTAL RD$      844,462.95\\nITBIS RD$           0.00\\nTOTAL RD$         844,462.95\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 4047188\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 22891471\\nVERIFICADO\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00105606180"],"invoice_ids":["inv_0e01d928d6311ad868ba"],"observation_id":"obs_a2e73f9506a8d53ef006","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.65,"augmentation_metadata":{"downscale_factor":0.987,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.944,"brightness_factor":1.016,"blur_sigma":0.078,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.29,"jpeg_quality":96,"documents":[{"rotation_deg":-0.239,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7614787780983581522,"difficulty":"light","split":"train"}
{"image":"images/606_006530.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07100013098\",\"ncf\":\"E441974898115\",\"fecha_comprobante\":\"20251026\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8732.00,\"itbis_facturado\":1558.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133051461\",\"ncf\":\"E448632513554\",\"fecha_comprobante\":\"20251029\",\"monto_facturado_servicios\":185500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33390.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FAUSTO ANTONIO PAULINO\\nFAUSTO ANTONIO PAULINO\\nRNC EMISOR: 07100013098\\nCLIENTE: MINELY MARGARITA LAZALA GONZALEZ\\nRNC CLIENTE: 04800969307\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441974898115\\nFACTURA NO.: 9946947\\nAUTORIZACION: 56102783\\nTELEFONO: 809-678-4582\\nFECHA: 26/10/2025  HORA: 19:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   8,660.00\\n    3  UNIDAD    PLATANO BARAHONERO\\n                                      72.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,732.00\\nITBIS 18% RD$       1,558.80\\nTOTAL RD$          10,290.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5114219\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 33458617\\nFAP\\n\\n--- FACTURA ---\\n\\nCULTURALISIMO REPUBLICA DOMINICANA JRBR\\nCULTURALISIMO REPUBLICA DOMINICANA JRBR\\nEIRL\\nRNC: 133051461\\nCLIENTE: HIGUAMO CONSULTORES SRL\\nRNC CLIENTE: 131063594\\nFACTURA DE CREDITO FISCAL\\nNCF E448632513554\\nFACTURA NO.: 6889250\\nAUTORIZACION: 693895502\\nTELEFONO: 809-338-6462\\nFECHA: 29/10/2025  HORA: 17:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 145,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   7,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  33,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      185,500.00\\nIMPUESTO ITBIS RD$      33,390.00\\nTOTAL RD$         218,890.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6032231\\nGRACIAS POR SU COMPRA\\nCOPIA\"}","template_ids":[5,1],"business_categories":["agricultura","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07100013098","133051461"],"invoice_ids":["inv_fcb55b3b98cc109871cb","inv_cfe2b6e18951a5c37d37"],"observation_id":"obs_324b78814e4596e14374","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":7.83,"augmentation_metadata":{"downscale_factor":0.907,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.985,"brightness_factor":1.006,"blur_sigma":0.067,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.22,"jpeg_quality":96,"documents":[{"rotation_deg":0.653,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.49,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FAP"},{"kind":"none","text":""}]},"num_invoices":2,"seed":7537386330978951695,"difficulty":"medium","split":"train"}
{"image":"images/607_006531.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09700231898\",\"ncf\":\"E318967381433\",\"fecha_comprobante\":\"20250826\",\"monto_facturado\":62000.00,\"itbis_facturado\":11160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":43139.01,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":30020.99,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NEW YORK SUB CO C POR A\\nRNC EMISOR: 130419991\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DANIEL PFISTER\\nRNC CLIENTE: 09700231898\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318967381433\\nFACTURA NO.: 5909403\\nAUTORIZACION: 817921373\\nTELEFONO: 809-286-9037\\nFECHA: 26/08/2025  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    55,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    7,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       62,000.00\\nIMPUESTO ITBIS RD$      11,160.00\\nTOTAL RD$          73,160.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3599488\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 94165143\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130419991"],"invoice_ids":["inv_fe3bd015fc0e62788c58"],"observation_id":"obs_b8b483ce6b5a7ad1ed9c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.81,"augmentation_metadata":{"downscale_factor":0.792,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.926,"brightness_factor":0.891,"blur_sigma":0.602,"crop_applied":false,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.17,"jpeg_quality":81,"documents":[{"rotation_deg":4.02,"perspective":0.035,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9730745427302571883,"difficulty":"medium","split":"test"}
{"image":"images/606_006532.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130892199\",\"ncf\":\"B1485283353\",\"fecha_comprobante\":\"20250109\",\"monto_facturado_servicios\":129992.40,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23398.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"BLUE BAY VALUECORP\\nBLUE BAY VALUECORP SRL\\nRNC EMISOR: 130892199\\nCLIENTE: PAMEL MANCEBO MARTINEZ\\nRNC CLIENTE: 00118339282\\nFACTURA DE CREDITO FISCAL\\nNCF B1485283353\\nFACTURA NO.: 4434721\\nAUTORIZACION: 771706006\\nTELEFONO: 809-839-7881\\nFECHA: 09/01/2025  HORA: 14:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL           85,599.90\\n    3  SERVICIO  TASACION DE PROPIEDAD       44,392.50\\n----------------------------------------------\\nSUBTOTAL RD$      129,992.40\\nIMPUESTO ITBIS RD$      23,398.63\\nTOTAL RD$         153,391.03\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7230788\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 72086572\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130892199"],"invoice_ids":["inv_ae1b69dfc8863333e1a0"],"observation_id":"obs_8243ae2031ed77f36b85","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.961,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.999,"brightness_factor":1.017,"blur_sigma":0.04,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":94,"documents":[{"rotation_deg":0.529,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9397498231517219521,"difficulty":"light","split":"train"}
{"image":"images/607_006533.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04600310579\",\"ncf\":\"B1586156152\",\"fecha_comprobante\":\"20251208\",\"monto_facturado\":12462.49,\"itbis_facturado\":2243.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14705.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"E MENDEZ & COMPANIA S A\\nRNC EMISOR: 102340404\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARITZA ELIDELZA TORRES GENAO\\nRNC CLIENTE: 04600310579\\nFACTURA DE CREDITO FISCAL\\nNCF B1586156152\\nFACTURA NO.: 8408140\\nAUTORIZACION: 439982540\\nTELEFONO: 809-242-4718\\nFECHA: 08/12/2025  HORA: 16:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     308.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   6,672.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     422.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,059.99\\n-------------------------------------------\\nSUBTOTAL RD$       12,462.49\\nITBIS RD$       2,243.25\\nTOTAL RD$          14,705.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7485222\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 40634473\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["102340404"],"invoice_ids":["inv_e99e85709ecb02dba433"],"observation_id":"obs_5a11740fd27d3ce34d70","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.89,"augmentation_metadata":{"downscale_factor":0.595,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.096,"brightness_factor":0.973,"blur_sigma":0.722,"crop_applied":false,"camera_distance_factors":[0.941],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.94,"jpeg_quality":81,"documents":[{"rotation_deg":-0.286,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11090264599683881684,"difficulty":"medium","split":"train"}
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{"image":"images/607_006535.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101867876\",\"ncf\":\"B0248510346\",\"fecha_comprobante\":\"20251214\",\"monto_facturado\":55000.00,\"itbis_facturado\":9900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":64900.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FUNDACION FAMILIA EXTENDIDA FFE\\nRNC EMISOR: 430354139\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISTRIBUIDORA LA UNICA S A\\nRNC CLIENTE: 101867876\\nFACTURA DE CREDITO FISCAL\\nNCF B0248510346\\nFACTURA NO.: 4466623\\nAUTORIZACION: 60442620\\nTELEFONO: 809-381-5966\\nFECHA: 14/12/2025  HORA: 18:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    55,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       55,000.00\\nITBIS 18% RD$       9,900.00\\nTOTAL RD$          64,900.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6035220\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 39509128\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPagado\"}","template_ids":[10],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430354139"],"invoice_ids":["inv_27c3c5e00373c6ee5366"],"observation_id":"obs_d12be1673794229341fc","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.699,"brightness_factor":1.026,"blur_sigma":0.273,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.18,"jpeg_quality":81,"documents":[{"rotation_deg":-0.053,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7935797845482455129,"difficulty":"medium","split":"validation"}
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{"image":"images/606_006552.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103793968\",\"ncf\":\"E315691847113\",\"fecha_comprobante\":\"20250827\",\"monto_facturado_servicios\":36500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6570.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130545774\",\"ncf\":\"B1519926429\",\"fecha_comprobante\":\"20240425\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1014.00,\"itbis_facturado\":182.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00111243416\",\"ncf\":\"B1442205446\",\"fecha_comprobante\":\"20240611\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":32613.45,\"itbis_facturado\":5870.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"NORMAN FRANCISCO TUPETE RODRIGUEZ\\nNORMAN FRANCISCO TUPETE RODRIGUEZ\\nRNC 03103793968\\nCLIENTE: PAULA TORRES Y ASOCIADOS SRL\\nRNC CLIENTE: 132285522\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315691847113\\nFACTURA NO.: 9615027\\nAUTORIZACION: 992592669\\nTELEFONO: 809-626-1511\\nFECHA: 27/08/2025  HORA: 17:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       9,500.00\\n    1  SERVICIO  ASESORIA TECNICA            27,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       36,500.00\\nIMPUESTO ITBIS RD$       6,570.00\\nTOTAL RD$          43,070.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8294705\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nINVERSIONES Y ENTRETENIMIENTO PC\\nINVERSIONES Y ENTRETENIMIENTO PC SRL\\nRNC EMISOR: 130545774\\nCLIENTE: FAUSTO RAFAEL RICHARDSON HERNANDEZ\\nRNC CLIENTE: 00112360789\\nFACTURA DE CREDITO FISCAL\\nNCF: B1519926429\\nFACTURA NO.: 2449966\\nAUTORIZACION: 679975679\\nTELEFONO: 809-699-8448\\nFECHA: 25/04/2024  HORA: 17:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,014.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,014.00\\nITBIS 18% RD$         182.52\\nTOTAL RD$           1,196.52\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6977081\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 46083683\\n\\n--- FACTURA ---\\n\\nLUIS ORLANDO MELLA FRIAS\\nLUIS ORLANDO MELLA FRIAS\\nRNC: 00111243416\\nCLIENTE: MANUEL ARTURO FLORENTINO LIZ\\nRNC CLIENTE: 03102986894\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1442205446\\nFACTURA NO.: 4917474\\nAUTORIZACION: 228340058\\nTELEFONO: 809-249-2925\\nFECHA: 11/06/2024  HORA: 11:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,317.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,333.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO         3,410.00\\n    4  UNIDAD    EQUIPO ELECTRICO            26,552.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       32,613.45\\nITBIS RD$       5,870.42\\nTOTAL RD$          38,483.87\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6993990\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[11,5,4],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03103793968","130545774","00111243416"],"invoice_ids":["inv_4ab20af6b5577f6a65ac","inv_d216680636872384402c","inv_1b46926ec39257dcedc8"],"observation_id":"obs_35ca6e58dd9675149c71","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.989,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.93,"jpeg_quality":96,"documents":[{"rotation_deg":0.13,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.118,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.125,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14185587098583287391,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 80610987\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nYUDITH DEL ROSARIO NUÑEZ PANTALEON\\nYUDITH DEL ROSARIO NUÑEZ PANTALEON\\nRNC EMISOR: 05600474562\\nCLIENTE: ANTONIO ALMONTE MARTINEZ\\nRNC CLIENTE: 09400152253\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0178426328\\nFACTURA NO.: 2377098\\nAUTORIZACION: 318708614\\nTELEFONO: 809-772-3080\\nFECHA: 13/08/2025  HORA: 08:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  QUINTAL   ARROZ EN CASCARA            13,550.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       13,550.00\\nITBIS RD$           0.00\\nTOTAL RD$          13,550.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2013789\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[1,5,11,10],"business_categories":["comercio_general","comercio_general","construccion_ferreteria","agricultura"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["101651547","102325202","131069851","05600474562"],"invoice_ids":["inv_0cab7944fdb6b78a4eeb","inv_e4be4a0e639983c1af2a","inv_309c92efd57f5463854f","inv_3bd8939f1943fc7c5a53"],"observation_id":"obs_c7970ac1451cfa3b10a2","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.011,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":29.78,"jpeg_quality":98,"documents":[{"rotation_deg":0.068,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.044,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.067,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.104,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RNE"},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":15680953187864488456,"difficulty":"very_hard","split":"validation"}
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{"image":"images/606_006560.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101692553\",\"ncf\":\"B1550373396\",\"fecha_comprobante\":\"20240115\",\"monto_facturado_servicios\":1333.00,\"monto_facturado_bienes\":4406.00,\"itbis_facturado\":1033.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"REFRIGERACION L FERNANDEZ C POR A\\nREFRIGERACION L FERNANDEZ C POR A\\nRNC 101692553\\nCLIENTE: GLASS HOUSE BUSINESS CORP S A\\nRNC CLIENTE: 130528136\\nFACTURA DE CREDITO FISCAL\\nNCF: B1550373396\\nFACTURA NO.: 8198332\\nAUTORIZACION: 390388649\\nTELEFONO: 809-949-9254\\nFECHA: 15/01/2024  HORA: 12:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            764.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,333.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA           483.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,159.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,739.00\\nITBIS 18% RD$       1,033.02\\nTOTAL RD$           6,772.02\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3092807\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 31735163\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nEntregado\"}","template_ids":[10],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101692553"],"invoice_ids":["inv_4bb6a84a9886936acb53"],"observation_id":"obs_a4da8f2a62ee26558895","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.4,"augmentation_metadata":{"downscale_factor":0.725,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.94,"brightness_factor":1.016,"blur_sigma":0.557,"crop_applied":true,"camera_distance_factors":[0.993],"legibility_scale_corrections":[0.0],"final_contrast_stddev":85.43,"jpeg_quality":84,"documents":[{"rotation_deg":-2.414,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13515473727059311111,"difficulty":"medium","split":"train"}
{"image":"images/607_006561.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133173859\",\"ncf\":\"E319406427443\",\"fecha_comprobante\":\"20250703\",\"monto_facturado\":19999.95,\"itbis_facturado\":3599.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":23599.94,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MULTISERVICIOS STEVEN\\nRNC EMISOR: 130398755\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ERIJA NAVES SRL\\nRNC CLIENTE: 133173859\\nFACTURA DE CREDITO FISCAL\\nNCF: E319406427443\\nFACTURA NO.: 9706166\\nAUTORIZACION: 364888333\\nTELEFONO: 809-991-2949\\nFECHA: 03/07/2025  HORA: 19:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     357.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,752.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     890.95\\n-------------------------------------------\\nSUBTOTAL RD$       19,999.95\\nITBIS 18% RD$       3,599.99\\nTOTAL RD$          23,599.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7864248\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130398755"],"invoice_ids":["inv_03b60731a6088dd6e25e"],"observation_id":"obs_404ee9f8ef416d1dda2d","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":10.84,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.993,"brightness_factor":1.008,"blur_sigma":0.164,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.13,"jpeg_quality":91,"documents":[{"rotation_deg":0.744,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10634255892038365941,"difficulty":"light","split":"train"}
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{"image":"images/606_006568.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07100335368\",\"ncf\":\"E320162321552\",\"fecha_comprobante\":\"20240102\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8337.00,\"itbis_facturado\":1500.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"RAFAELINA ELIZABETH BRITO TAVERAS\\nRAFAELINA ELIZABETH BRITO TAVERAS\\nRNC 07100335368\\nCLIENTE: LENTES IO LATINOAMERICA SRL\\nRNC CLIENTE: 132939123\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E320162321552\\nFACTURA NO.: 6634957\\nAUTORIZACION: 174455926\\nTELEFONO: 809-967-6717\\nFECHA: 02/01/2024  HORA: 20:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,337.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,337.00\\nITBIS RD$       1,500.66\\nTOTAL RD$           9,837.66\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6376457\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 92307561\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["07100335368"],"invoice_ids":["inv_17bc9da51d50f186f5d0"],"observation_id":"obs_2f6807d90432107e71d7","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":10.72,"augmentation_metadata":{"downscale_factor":0.762,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.771,"brightness_factor":1.086,"blur_sigma":0.353,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.65,"jpeg_quality":80,"documents":[{"rotation_deg":0.625,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11543411091264647649,"difficulty":"hard","split":"test"}
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{"image":"images/606_006578.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131311768\",\"ncf\":\"E457641311280\",\"fecha_comprobante\":\"20240804\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15045.00,\"itbis_facturado\":2708.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CONSTRUCTORA JJ JUALRA\\nCONSTRUCTORA JJ JUALRA SRL\\nRNC EMISOR: 131311768\\nCLIENTE: MARIA LAURA SANCHEZ HAZOURY\\nRNC CLIENTE: 00100857093\\nFACTURA DE CREDITO FISCAL\\nNCF: E457641311280\\nFACTURA NO.: 2385963\\nAUTORIZACION: 720727722\\nTELEFONO: 809-336-7258\\nFECHA: 04/08/2024  HORA: 08:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    BROCHA PARA PINTURA 3\\n                 PULGADAS\\n                                     406.00\\n    3  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   2,952.00\\n    3  QUINTAL   VARILLA CORRUGADA 3/8\\n                                  11,115.00\\n    2  UNIDAD    TOMA CORRIENTE DOBLE\\n                                     270.00\\n    2  UNIDAD    INTERRUPTOR SENCILLO\\n                                     302.00\\n-------------------------------------------\\nSUB-TOTAL RD$       15,045.00\\nIMPUESTO ITBIS RD$       2,708.10\\nTOTAL RD$          17,753.10\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9641490\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131311768"],"invoice_ids":["inv_62bbab308caee0d4e81a"],"observation_id":"obs_6f2bbb8ab9e2afed4cba","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.68,"augmentation_metadata":{"downscale_factor":0.881,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.987,"brightness_factor":1.005,"blur_sigma":0.104,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":89,"documents":[{"rotation_deg":0.78,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15028136727022774026,"difficulty":"light","split":"validation"}
{"image":"images/607_006579.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00112667134\",\"ncf\":\"E449147711758\",\"fecha_comprobante\":\"20240913\",\"monto_facturado\":21500.00,\"itbis_facturado\":3870.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11214.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14155.08,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA JESUS FLORENTINO\\nRNC EMISOR: 40225541081\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LORNA YNMACULADA ATILES GUZMAN\\nRNC CLIENTE: 00112667134\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449147711758\\nFACTURA NO.: 4605699\\nAUTORIZACION: 390526614\\nTELEFONO: 809-382-9975\\nFECHA: 13/09/2024  HORA: 10:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  21,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,500.00\\nITBIS 18% RD$       3,870.00\\nTOTAL RD$          25,370.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 368404\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 24037265\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40225541081"],"invoice_ids":["inv_8eefe464c5b7926d32db"],"observation_id":"obs_a55d5b7f52bab7a25368","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.73,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.827,"brightness_factor":0.891,"blur_sigma":0.669,"crop_applied":false,"camera_distance_factors":[0.881],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.28,"jpeg_quality":86,"documents":[{"rotation_deg":-0.344,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":400468998938406593,"difficulty":"medium","split":"train"}
{"image":"images/606_006580.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133733501\",\"ncf\":\"E450205718345\",\"fecha_comprobante\":\"20250515\",\"monto_facturado_servicios\":300240.90,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":54043.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JEN RR RENTAS\\nJEN RR RENTAS EIRL\\nRNC: 133733501\\nCLIENTE: FARMACIA GABRIELA ELIZABETH SRL\\nRNC CLIENTE: 132413717\\nFACTURA DE CREDITO FISCAL\\nNCF E450205718345\\nFACTURA NO.: 6351660\\nAUTORIZACION: 297446385\\nTELEFONO: 809-363-9492\\nFECHA: 15/05/2025  HORA: 18:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  MES       ALQUILER DE LOCAL\\n                                 103,445.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  31,476.95\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 121,220.95\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  17,843.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  26,255.00\\n-------------------------------------------\\nSUBTOTAL RD$      300,240.90\\nITBIS 18% RD$      54,043.36\\nTOTAL RD$         354,284.26\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4338492\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 96021489\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133733501"],"invoice_ids":["inv_78931ffdf4aa2fa531fb"],"observation_id":"obs_05afc733c77b4a8f8962","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.48,"augmentation_metadata":{"downscale_factor":0.691,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.652,"brightness_factor":1.034,"blur_sigma":0.381,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":55.4,"jpeg_quality":79,"documents":[{"rotation_deg":1.298,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":686837899196530254,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 65319380\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nJULIO ANTONIO GARCIA\\nRNC EMISOR: 00300333903\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROELKA VENTURA BRITO\\nRNC CLIENTE: 00116759358\\nFACTURA DE CREDITO FISCAL\\nNCF B1595973014\\nFACTURA NO.: 9440356\\nAUTORIZACION: 160850216\\nTELEFONO: 809-885-9210\\nFECHA: 15/08/2024  HORA: 13:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     SERVICIO DE MENSAJERIA         681.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE       2,605.95\\n    1  SERVICIO  ALQUILER DE VEHICULO         2,627.50\\n----------------------------------------------\\nSUBTOTAL RD$        5,914.45\\nIMPUESTO ITBIS RD$       1,064.60\\nTOTAL RD$           6,979.05\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5226734\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMAFFRY MENTSERVIP\\nRNC EMISOR: 132767782\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: K & M MOTORS S A\\nRNC CLIENTE: 106013171\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455808299360\\nFACTURA NO.: 9610355\\nAUTORIZACION: 12293413\\nTELEFONO: 809-796-5132\\nFECHA: 07/01/2025  HORA: 11:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    FILTRO DE ACEITE\\n                                     725.99\\n    1  UNIDAD    ACEITE DE MOTOR\\n                                     596.00\\n    5  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  45,094.95\\n-------------------------------------------\\nSUB-TOTAL RD$       46,416.94\\nITBIS RD$       8,355.05\\nTOTAL RD$          54,771.99\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 346716\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 33913593\\n\\n--- FACTURA ---\\n\\nLUPI QUALITY IMPORT\\nRNC EMISOR: 00111138715\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REPUESTO Y SERVICIO U Y S SRL\\nRNC CLIENTE: 131663011\\nFACTURA DE CREDITO FISCAL\\nNCF B0294481346\\nFACTURA NO.: 6544216\\nAUTORIZACION: 448505847\\nTELEFONO: 809-965-5646\\nFECHA: 24/04/2025  HORA: 10:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,135.90\\n-------------------------------------------\\nSUBTOTAL RD$        6,135.90\\nITBIS RD$       1,104.46\\nTOTAL RD$           7,240.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4698753\\nGRACIAS POR SU COMPRA\\nLQI\"}","template_ids":[11,2,1,0],"business_categories":["profesional","transporte","automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["430178241","00300333903","132767782","00111138715"],"invoice_ids":["inv_ad913656b185e1c07c0b","inv_bdd97dfbfdbee8b1d964","inv_0f6bd986ac384fdcc569","inv_a624d38f32a995f4dc26"],"observation_id":"obs_1805f590c84c90f05111","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.003,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.37,"jpeg_quality":98,"documents":[{"rotation_deg":0.01,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.086,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.039,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.073,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"LQI"}]},"num_invoices":4,"seed":14128758192888689531,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 19449108\\nRPI\\n\\n--- FACTURA ---\\n\\nREPUESTO MORALES DEL ORBE AUTO IMPORT\\nREPUESTO MORALES DEL ORBE AUTO IMPORT SRL\\nRNC EMISOR: 131041159\\nCLIENTE: JOSE MIGUEL ORTIZ ABREU\\nRNC CLIENTE: 00107304404\\nFACTURA DE CREDITO FISCAL\\nNCF: E440618254331\\nFACTURA NO.: 3121101\\nAUTORIZACION: 262160100\\nTELEFONO: 809-858-4321\\nFECHA: 11/08/2024  HORA: 15:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     4,694.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        4,694.00\\nITBIS RD$         844.92\\nTOTAL RD$           5,538.92\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3642899\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 87457826\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nODALIS DARIEL ABREU MEJIA\\nODALIS DARIEL ABREU MEJIA\\nRNC: 22400274092\\nCLIENTE: D&COLP SRL\\nRNC CLIENTE: 133480425\\nFACTURA DE CREDITO FISCAL\\nNCF: E448275608337\\nFACTURA NO.: 1250332\\nAUTORIZACION: 786041012\\nTELEFONO: 809-942-1790\\nFECHA: 16/04/2024  HORA: 09:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  JORNADA   CAPACITACION EMPRESARIAL    60,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   32,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   31,500.00\\n    1  PROYECTO  DISENO DE PLANOS           117,500.00\\n    1  SERVICIO  ASESORIA TECNICA            27,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      268,000.00\\nITBIS 18% RD$      48,240.00\\nTOTAL RD$         316,240.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6816579\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_006628.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101790731\",\"ncf\":\"E455116570510\",\"fecha_comprobante\":\"20251108\",\"monto_facturado_servicios\":113022.00,\"monto_facturado_bienes\":13390.00,\"itbis_facturado\":22754.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JACQUELINE ZORRILLA TAVERAS\\nJACQUELINE ZORRILLA TAVERAS\\nRNC: 00101790731\\nCLIENTE: IMPORTADORA P & F C POR A\\nRNC CLIENTE: 102342113\\nFACTURA DE CREDITO FISCAL\\nNCF E455116570510\\nFACTURA NO.: 6170942\\nAUTORIZACION: 52654429\\nTELEFONO: 809-732-3958\\nFECHA: 08/11/2025  HORA: 19:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    TARJETAS DE PRESENTACION\\n                                  13,390.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  13,920.00\\n    4  SERVICIO  GESTION DE REDES SOCIALES\\n                                  79,328.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                  19,774.00\\n-------------------------------------------\\nSUB-TOTAL RD$      126,412.00\\nITBIS 18% RD$      22,754.16\\nTOTAL RD$         149,166.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5530820\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 64550216\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\"}","template_ids":[0],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["00101790731"],"invoice_ids":["inv_1d518c493b0a9c77bcce"],"observation_id":"obs_472b67f94720dd6180d1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.86,"augmentation_metadata":{"downscale_factor":0.672,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.773,"brightness_factor":1.03,"blur_sigma":0.39,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.08,"jpeg_quality":79,"documents":[{"rotation_deg":-0.058,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6735710215741860839,"difficulty":"hard","split":"train"}
{"image":"images/607_006629.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430346022\",\"ncf\":\"B0192864929\",\"fecha_comprobante\":\"20240314\",\"monto_facturado\":76500.00,\"itbis_facturado\":13770.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":90270.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MEGA BROADCASTING GROUP\\nRNC EMISOR: 130184471\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESIDENCIAL PORTON REAL\\nRNC CLIENTE: 430346022\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0192864929\\nFACTURA NO.: 6216866\\nAUTORIZACION: 439947275\\nTELEFONO: 809-799-6915\\nFECHA: 14/03/2024  HORA: 18:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    25,000.00\\n    1  CASO      REPRESENTACION LEGAL        38,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       76,500.00\\nITBIS RD$      13,770.00\\nTOTAL RD$          90,270.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1625225\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 58093471\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130184471"],"invoice_ids":["inv_f2bfed1b0805beee80ca"],"observation_id":"obs_19844e9d7f8490fb0655","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":9.56,"augmentation_metadata":{"downscale_factor":0.743,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":1.069,"brightness_factor":0.902,"blur_sigma":0.826,"crop_applied":true,"camera_distance_factors":[0.959],"legibility_scale_corrections":[0.0],"final_contrast_stddev":72.75,"jpeg_quality":75,"documents":[{"rotation_deg":0.191,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3526305977919451696,"difficulty":"medium","split":"train"}
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{"image":"images/606_006632.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101510961\",\"ncf\":\"E458446783967\",\"fecha_comprobante\":\"20251103\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":40400.00,\"itbis_facturado\":7272.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"PROMOCIONES EL TROPICO\\nPROMOCIONES EL TROPICO S A\\nRNC: 101510961\\nCLIENTE: DMINIER TECHNICAL SERVICE SRL\\nRNC CLIENTE: 132169182\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458446783967\\nFACTURA NO.: 8988788\\nAUTORIZACION: 681267157\\nTELEFONO: 809-316-4919\\nFECHA: 03/11/2025  HORA: 20:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            40,400.00\\n----------------------------------------------\\nSUB-TOTAL RD$       40,400.00\\nIMPUESTO ITBIS RD$       7,272.00\\nTOTAL RD$          47,672.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5179473\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101510961"],"invoice_ids":["inv_73d6d21de41b0b390b6d"],"observation_id":"obs_c5c227bc81d319e6cc19","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.69,"augmentation_metadata":{"downscale_factor":0.728,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.837,"brightness_factor":1.008,"blur_sigma":0.425,"crop_applied":false,"camera_distance_factors":[0.915],"legibility_scale_corrections":[0.0],"final_contrast_stddev":28.49,"jpeg_quality":72,"documents":[{"rotation_deg":3.419,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16993117179667364886,"difficulty":"medium","split":"train"}
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{"image":"images/606_006644.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"105059525\",\"ncf\":\"E441124717637\",\"fecha_comprobante\":\"20240204\",\"monto_facturado_servicios\":617270.74,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":111108.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CAMPO DE PALMERAS S A\\nCAMPO DE PALMERAS S A\\nRNC EMISOR: 105059525\\nCLIENTE: POP GAS SRL\\nRNC CLIENTE: 131388582\\nFACTURA DE CREDITO FISCAL\\nNCF E441124717637\\nFACTURA NO.: 9887579\\nAUTORIZACION: 420455920\\nTELEFONO: 809-756-2776\\nFECHA: 04/02/2024  HORA: 15:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       ALQUILER DE LOCAL          581,727.80\\n    1  SERVICIO  TASACION DE PROPIEDAD       32,668.95\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    2,873.99\\n----------------------------------------------\\nSUBTOTAL RD$      617,270.74\\nITBIS RD$     111,108.73\\nTOTAL RD$         728,379.47\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4360468\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 43374610\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["105059525"],"invoice_ids":["inv_4d358a175160ae208602"],"observation_id":"obs_e74546bc06cbe67dc29d","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.5,"augmentation_metadata":{"downscale_factor":0.794,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.024,"brightness_factor":0.996,"blur_sigma":0.346,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.76,"jpeg_quality":85,"documents":[{"rotation_deg":-2.156,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":173573695588326960,"difficulty":"hard","split":"validation"}
{"image":"images/607_006645.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130674622\",\"ncf\":\"E444462817005\",\"fecha_comprobante\":\"20250517\",\"monto_facturado\":8536.98,\"itbis_facturado\":1536.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10073.64,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RUMFEED\\nRNC EMISOR: 132842766\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES BACOLET SRL\\nRNC CLIENTE: 130674622\\nFACTURA DE CREDITO FISCAL\\nNCF: E444462817005\\nFACTURA NO.: 3507624\\nAUTORIZACION: 110086526\\nTELEFONO: 809-990-9752\\nFECHA: 17/05/2025  HORA: 09:11\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  5,468.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,722.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    680.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    367.99\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                    298.99\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        8,536.98\\nITBIS 18% RD$       1,536.66\\nTOTAL RD$          10,073.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4823025\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 10428842\\nREVISADO\\nRecibido\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132842766"],"invoice_ids":["inv_c0c2670c9c4b2a78e7c0"],"observation_id":"obs_d591a010281c506c5155","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":10.31,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.924,"brightness_factor":0.914,"blur_sigma":0.112,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.94,"jpeg_quality":78,"documents":[{"rotation_deg":-1.18,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7106180759862906509,"difficulty":"hard","split":"train"}
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{"image":"images/607_006647.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131362151\",\"ncf\":\"E327772929173\",\"fecha_comprobante\":\"20241013\",\"monto_facturado\":10779.98,\"itbis_facturado\":1940.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":12720.38},{\"rnc\":\"00101010114\",\"ncf\":\"B1494246104\",\"fecha_comprobante\":\"20240720\",\"monto_facturado\":19517.97,\"itbis_facturado\":3513.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":23031.20,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IMPORTADORA H&T\\nRNC EMISOR: 131607055\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MICSAC DOMINICANA SRL\\nRNC CLIENTE: 131362151\\nFACTURA DE CREDITO FISCAL\\nNCF E327772929173\\nFACTURA NO.: 5024856\\nAUTORIZACION: 212567200\\nTELEFONO: 809-946-4143\\nFECHA: 13/10/2024  HORA: 15:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,085.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,075.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     845.99\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   5,654.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,119.99\\n-------------------------------------------\\nSUB-TOTAL RD$       10,779.98\\nITBIS 18% RD$       1,940.40\\nTOTAL RD$          12,720.38\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 4907214\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 73081031\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSERGIO MANUEL SENA\\nRNC EMISOR: 10300095857\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO ROBERTO NICOLAS NADER\\nRNC CLIENTE: 00101010114\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1494246104\\nFACTURA NO.: 2251168\\nAUTORIZACION: 83993286\\nTELEFONO: 809-856-8087\\nFECHA: 20/07/2024  HORA: 08:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,812.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,368.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     516.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  12,179.97\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     642.00\\n-------------------------------------------\\nSUB-TOTAL RD$       19,517.97\\nIMPUESTO ITBIS RD$       3,513.23\\nTOTAL RD$          23,031.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6639583\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 73113839\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSMS\"}","template_ids":[1,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131607055","10300095857"],"invoice_ids":["inv_d59b1539015cd7151e67","inv_f23f650e1d99e64979d6"],"observation_id":"obs_9dff3b86ed6e2bc98f0d","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":6.27,"augmentation_metadata":{"downscale_factor":0.657,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.879,"brightness_factor":0.948,"blur_sigma":0.537,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":39.86,"jpeg_quality":79,"documents":[{"rotation_deg":-2.86,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.259,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"SMS"}]},"num_invoices":2,"seed":7468564462731846804,"difficulty":"hard","split":"train"}
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{"image":"images/606_006652.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"10100096162\",\"ncf\":\"E310282631914\",\"fecha_comprobante\":\"20250828\",\"monto_facturado_servicios\":86500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15570.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JOSE EPIFANIO RODRIGUEZ PEREZ\\nJOSE EPIFANIO RODRIGUEZ PEREZ\\nRNC: 10100096162\\nCLIENTE: CREACIONES CONFECCIONES & MARCAS VICER \\nRNC CLIENTE: 130558426\\nFACTURA DE CREDITO FISCAL\\nNCF E310282631914\\nFACTURA NO.: 2918648\\nAUTORIZACION: 901358489\\nTELEFONO: 809-570-3684\\nFECHA: 28/08/2025  HORA: 19:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES     9,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    9,000.00\\n    1  PROYECTO  DISENO DE PLANOS            68,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       86,500.00\\nIMPUESTO ITBIS RD$      15,570.00\\nTOTAL RD$         102,070.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3932528\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 54394250\\nRESUMEN\\nPagado\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["10100096162"],"invoice_ids":["inv_44130dbcde4fd4217941"],"observation_id":"obs_57d725b1d43da83513f2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.899,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.788,"brightness_factor":1.075,"blur_sigma":0.264,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.76,"jpeg_quality":89,"documents":[{"rotation_deg":-1.165,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6624422019951475261,"difficulty":"medium","split":"train"}
{"image":"images/607_006653.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133122601\",\"ncf\":\"B1572314112\",\"fecha_comprobante\":\"20240817\",\"monto_facturado\":13758.89,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13758.89,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ONASIS DE JESUS FERNANDEZ FERNANDEZ\\nRNC EMISOR: 00105530372\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLADE TECH SERVICES SRL\\nRNC CLIENTE: 133122601\\nFACTURA DE CREDITO FISCAL\\nNCF B1572314112\\nFACTURA NO.: 5246900\\nAUTORIZACION: 437691528\\nTELEFONO: 809-340-8936\\nFECHA: 17/08/2024  HORA: 15:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL MEDICO DESECHABLE      297.00\\n    1  SERVICIO  EVALUACION ODONTOLOGICA      3,647.95\\n    1  SERVICIO  LIMPIEZA DENTAL              3,882.95\\n    1  SERVICIO  ANALISIS DE LABORATORIO      5,930.99\\n----------------------------------------------\\nSUBTOTAL RD$       13,758.89\\nITBIS 18% RD$           0.00\\nTOTAL RD$          13,758.89\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8746320\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPROCESADO\"}","template_ids":[10],"business_categories":["salud"],"catalog_sources":[["curated"]],"issuer_rncs":["00105530372"],"invoice_ids":["inv_754a27acd20cdc639b82"],"observation_id":"obs_09cc277ed402cb039732","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.44,"augmentation_metadata":{"downscale_factor":0.751,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":1.037,"brightness_factor":0.947,"blur_sigma":0.376,"crop_applied":false,"camera_distance_factors":[0.961],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.65,"jpeg_quality":77,"documents":[{"rotation_deg":-0.655,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16089356879559312650,"difficulty":"medium","split":"train"}
{"image":"images/606_006654.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133769532\",\"ncf\":\"E317263822311\",\"fecha_comprobante\":\"20240427\",\"monto_facturado_servicios\":470.00,\"monto_facturado_bienes\":1421.00,\"itbis_facturado\":340.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GAMARO PARTY BOAT BY GAIA\\nGAMARO PARTY BOAT BY GAIA SRL\\nRNC EMISOR: 133769532\\nCLIENTE: LUZ DEL SOL INSIDE OUT SUITE SALON EIRL\\nRNC CLIENTE: 133213893\\nFACTURA DE CREDITO FISCAL\\nNCF: E317263822311\\nFACTURA NO.: 7827424\\nAUTORIZACION: 219768217\\nTELEFONO: 809-573-1378\\nFECHA: 27/04/2024  HORA: 09:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,055.00\\n    2  UNIDAD    MATERIAL DE OFICINA            366.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            470.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,891.00\\nITBIS RD$         340.38\\nTOTAL RD$           2,231.38\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7915304\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 32067676\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nENTREGADO\\nCopia cliente\"}","template_ids":[11],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133769532"],"invoice_ids":["inv_c1573e46b26cb1b899e3"],"observation_id":"obs_3cb99f86e011fbfc2324","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.41,"augmentation_metadata":{"downscale_factor":0.657,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.939,"brightness_factor":0.985,"blur_sigma":0.378,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.13,"jpeg_quality":83,"documents":[{"rotation_deg":2.768,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16001402349134481418,"difficulty":"hard","split":"train"}
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{"image":"images/606_006658.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130181292\",\"ncf\":\"E446944524949\",\"fecha_comprobante\":\"20240910\",\"monto_facturado_servicios\":1585.99,\"monto_facturado_bienes\":1371.00,\"itbis_facturado\":532.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"22300681438\",\"ncf\":\"B0130371265\",\"fecha_comprobante\":\"20250909\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":26755.50,\"itbis_facturado\":4815.99,\"impuesto_selectivo_al_consumo\":2675.55,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SW MAX INTERNACIONAL S A\\nSW MAX INTERNACIONAL S A\\nRNC: 130181292\\nCLIENTE: D TODO CONSTRUCCIONES Y\\nREPARACIONES MA\\nRNC CLIENTE: 132503589\\nFACTURA DE CREDITO FISCAL\\nNCF E446944524949\\nFACTURA NO.: 1116459\\nAUTORIZACION: 712382425\\nTELEFONO: 809-401-3034\\nFECHA: 10/09/2024  HORA: 10:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,585.99\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,371.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,956.99\\nITBIS RD$         532.26\\nTOTAL RD$           3,489.25\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1691960\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 49049673\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\\n\\n--- FACTURA ---\\n\\nRCONEXION\\nROBERT ALEXANDER MEJIA RODRIGUEZ\\nRNC 22300681438\\nCLIENTE: BRADELL STAR LTD\\nRNC CLIENTE: 130157032\\nFACTURA DE CREDITO FISCAL\\nNCF: B0130371265\\nFACTURA NO.: 8885044\\nAUTORIZACION: 222325944\\nTELEFONO: 809-919-4216\\nFECHA: 09/09/2025  HORA: 14:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            26,452.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            303.50\\n----------------------------------------------\\nSUBTOTAL RD$       26,755.50\\nITBIS RD$       4,815.99\\nIMP. SELECTIVO RD$   2,675.55\\nTOTAL RD$          34,247.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6917918\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 13779648\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130181292","22300681438"],"invoice_ids":["inv_50b14ac10d3abbd551e6","inv_0557b164dea254691720"],"observation_id":"obs_62452ce0b3fc0716e005","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.46,"augmentation_metadata":{"downscale_factor":0.56,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":1.0,"brightness_factor":0.988,"blur_sigma":0.609,"crop_applied":false,"camera_distance_factors":[0.909,0.885],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":80.69,"jpeg_quality":74,"documents":[{"rotation_deg":1.104,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.668,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4363288317697657902,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_006672.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04700141544\",\"ncf\":\"E326810178442\",\"fecha_comprobante\":\"20250626\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":84.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"EDWIN AHMET CANAAN GOMEZ\\nEDWIN AHMET CANAAN GOMEZ\\nRNC: 04700141544\\nCLIENTE: JUAN EVANGELISTA RODRIGUEZ HERNANDEZ\\nRNC CLIENTE: 00101320455\\nFACTURA DE CREDITO FISCAL\\nNCF: E326810178442\\nFACTURA NO.: 6095748\\nAUTORIZACION: 303480604\\nTELEFONO: 809-233-8069\\nFECHA: 26/06/2025  HORA: 12:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PLATANO BARAHONERO              84.00\\n----------------------------------------------\\nSUBTOTAL RD$           84.00\\nITBIS RD$           0.00\\nTOTAL RD$              84.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3099738\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["04700141544"],"invoice_ids":["inv_ce9a3a7a25d6d857390d"],"observation_id":"obs_0d3a905d7c713ff6cbbb","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.007,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.05,"jpeg_quality":97,"documents":[{"rotation_deg":0.03,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15113415374199154193,"difficulty":"clean","split":"validation"}
{"image":"images/607_006673.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40222509941\",\"ncf\":\"E453449158390\",\"fecha_comprobante\":\"20250601\",\"monto_facturado\":5332.85,\"itbis_facturado\":959.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":6292.76,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TG EMPRESA DE INVERSIONES\\nRNC EMISOR: 131441424\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: STARLYN MARTE ACOSTA\\nRNC CLIENTE: 40222509941\\nFACTURA DE CREDITO FISCAL\\nNCF E453449158390\\nFACTURA NO.: 2989529\\nAUTORIZACION: 570967813\\nTELEFONO: 809-405-6281\\nFECHA: 01/06/2025  HORA: 09:37\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,154.85\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,098.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  3,080.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        5,332.85\\nITBIS 18% RD$         959.91\\nTOTAL RD$           6,292.76\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6981982\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131441424"],"invoice_ids":["inv_279ec94f07fd017517d4"],"observation_id":"obs_83846ea703109981e8ee","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":10.58,"augmentation_metadata":{"downscale_factor":0.778,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.882,"brightness_factor":0.995,"blur_sigma":0.369,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":34.75,"jpeg_quality":88,"documents":[{"rotation_deg":0.036,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8919011024030454884,"difficulty":"hard","split":"train"}
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{"image":"images/607_006675.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131539807\",\"ncf\":\"E446152828699\",\"fecha_comprobante\":\"20251128\",\"monto_facturado\":29969.95,\"itbis_facturado\":5394.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":35364.54,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132474171\",\"ncf\":\"E314127048397\",\"fecha_comprobante\":\"20240815\",\"monto_facturado\":13233.80,\"itbis_facturado\":2382.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11009.24,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":4606.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YVAN JAVIER SERRATA CABRERA\\nRNC EMISOR: 01800605402\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EXTRA ESPACIO BL SRL\\nRNC CLIENTE: 131539807\\nFACTURA DE CREDITO FISCAL\\nNCF E446152828699\\nFACTURA NO.: 2706924\\nAUTORIZACION: 747831520\\nTELEFONO: 809-606-7009\\nFECHA: 28/11/2025  HORA: 09:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         4,008.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            582.00\\n    5  UNIDAD    EQUIPO ELECTRICO            20,744.95\\n    5  UNIDAD    MATERIAL DE OFICINA          4,635.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       29,969.95\\nITBIS RD$       5,394.59\\nTOTAL RD$          35,364.54\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6742187\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 23022335\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nDULCERIA GARCIA\\nRNC EMISOR: 04800241756\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INSTITUTO DOCENTE DE PRIMEROS AUXILIOS \\nRNC CLIENTE: 132474171\\nFACTURA DE CREDITO FISCAL\\nNCF E314127048397\\nFACTURA NO.: 1724806\\nAUTORIZACION: 925884612\\nTELEFONO: 809-706-5433\\nFECHA: 15/08/2024  HORA: 19:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         6,909.95\\n    3  UNIDAD    MATERIAL DE OFICINA          3,461.85\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,102.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,760.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,233.80\\nITBIS 18% RD$       2,382.08\\nTOTAL RD$          15,615.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4259878\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 12061634\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[7,13],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01800605402","04800241756"],"invoice_ids":["inv_34c091056464c8094153","inv_495cdb9b9c61969d4036"],"observation_id":"obs_85ea9ee9803cdfc39357","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.79,"augmentation_metadata":{"downscale_factor":0.899,"red_scale":1.049,"blue_scale":0.951,"contrast_factor":0.957,"brightness_factor":0.997,"blur_sigma":0.11,"crop_applied":false,"camera_distance_factors":[0.906,0.975],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":72.71,"jpeg_quality":91,"documents":[{"rotation_deg":0.529,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.664,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5805619954014211769,"difficulty":"medium","split":"train"}
{"image":"images/606_006676.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430015105\",\"ncf\":\"E318407496350\",\"fecha_comprobante\":\"20240417\",\"monto_facturado_servicios\":155500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27990.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":43.02,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"COPRECUH\\nCOMISION PARA LA RECUPERACION DE LOS CUERPOS HID\\nRNC: 430015105\\nCLIENTE: INVERSIONES APPAK SRL\\nRNC CLIENTE: 133616841\\nFACTURA DE CREDITO FISCAL\\nNCF: E318407496350\\nFACTURA NO.: 9476937\\nAUTORIZACION: 88156216\\nTELEFONO: 809-854-6228\\nFECHA: 17/04/2024  HORA: 14:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    72,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   83,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      155,500.00\\nITBIS RD$      27,990.00\\nOTROS IMPUESTOS RD$      43.02\\nTOTAL RD$         183,533.02\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5779681\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 70273123\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nC\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430015105"],"invoice_ids":["inv_b9fd22a63d91ccb3b14d"],"observation_id":"obs_5122ae6df3c3bc2c9b3c","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":6.96,"augmentation_metadata":{"downscale_factor":0.955,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":1.07,"brightness_factor":0.907,"blur_sigma":0.228,"crop_applied":false,"camera_distance_factors":[0.897],"legibility_scale_corrections":[0.0],"final_contrast_stddev":24.04,"jpeg_quality":96,"documents":[{"rotation_deg":0.519,"perspective":0.015,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"C"}]},"num_invoices":1,"seed":6671226437805622569,"difficulty":"light","split":"validation"}
{"image":"images/607_006677.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00200631661\",\"ncf\":\"E440649064403\",\"fecha_comprobante\":\"20240319\",\"monto_facturado\":114680.00,\"itbis_facturado\":20642.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":11468.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":146790.40,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MICHELE MARTINEZ CALDERON\\nRNC EMISOR: 00114879729\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDMUNDO ALEJANDRO FLORES BASORA\\nRNC CLIENTE: 00200631661\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440649064403\\nFACTURA NO.: 6307237\\nAUTORIZACION: 364173289\\nTELEFONO: 809-437-9068\\nFECHA: 19/03/2024  HORA: 12:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            26,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       27,500.00\\n    1  MES       SUPERVISION DE OBRA         27,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    11,500.00\\n   20  PAGINA    TRADUCCION DE DOCUMENTOS    22,180.00\\n----------------------------------------------\\nSUB-TOTAL RD$      114,680.00\\nITBIS 18% RD$      20,642.40\\nPROPINA LEGAL RD$    11,468.00\\nTOTAL RD$         146,790.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3130325\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 57854886\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00114879729"],"invoice_ids":["inv_5cd281537932b741fb33"],"observation_id":"obs_f8aa1444068874c67275","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.57,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.823,"brightness_factor":0.924,"blur_sigma":0.033,"crop_applied":false,"camera_distance_factors":[0.993],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":96,"documents":[{"rotation_deg":-1.38,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12368428965895017333,"difficulty":"light","split":"train"}
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{"image":"images/607_006679.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00112685904\",\"ncf\":\"E329983999178\",\"fecha_comprobante\":\"20250903\",\"monto_facturado\":355.50,\"itbis_facturado\":63.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":419.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"105034034\",\"ncf\":\"E440986233544\",\"fecha_comprobante\":\"20240117\",\"monto_facturado\":41027.95,\"itbis_facturado\":7385.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":48412.98}],\"ocr\":\"CONSTRUCTORA HERMECON SRL\\nRNC EMISOR: 130809623\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN RAMON ROJAS FLORES\\nRNC CLIENTE: 00112685904\\nFACTURA DE CREDITO FISCAL\\nNCF: E329983999178\\nFACTURA NO.: 1280278\\nAUTORIZACION: 874494212\\nTELEFONO: 809-557-4261\\nFECHA: 03/09/2025  HORA: 10:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    BOMBILLO LED 9 W               355.50\\n----------------------------------------------\\nSUB-TOTAL RD$          355.50\\nIMPUESTO ITBIS RD$          63.99\\nTOTAL RD$             419.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3075781\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 52466989\\nCH\\n\\n--- FACTURA ---\\n\\nGESTORA DE REPUESTOS ANDRE PELOTA\\nRNC EMISOR: 131344542\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ADMINISTRADORA DE BIENES MARILOLI\\nS A\\nRNC CLIENTE: 105034034\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440986233544\\nFACTURA NO.: 3123314\\nAUTORIZACION: 754243630\\nTELEFONO: 809-211-5323\\nFECHA: 17/01/2024  HORA: 17:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ACEITE DE MOTOR\\n                                   5,825.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                  29,141.00\\n    1  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   3,174.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   2,887.95\\n-------------------------------------------\\nSUB-TOTAL RD$       41,027.95\\nIMPUESTO ITBIS RD$       7,385.03\\nTOTAL RD$          48,412.98\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 1160445\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 78219334\\nCompra almacen\"}","template_ids":[13,5],"business_categories":["construccion_ferreteria","automotriz"],"catalog_sources":[["proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["130809623","131344542"],"invoice_ids":["inv_e140be902b6b58f578c5","inv_d1d6afa067837b3d9765"],"observation_id":"obs_698d4ad2bbbb60815ac7","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.99,"augmentation_metadata":{"downscale_factor":0.685,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.96,"brightness_factor":1.001,"blur_sigma":0.53,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.13,"jpeg_quality":81,"documents":[{"rotation_deg":-1.169,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.735,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CH"},{"kind":"none","text":""}]},"num_invoices":2,"seed":2822956006753638496,"difficulty":"hard","split":"train"}
{"image":"images/606_006680.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02300909807\",\"ncf\":\"B0183919059\",\"fecha_comprobante\":\"20251206\",\"monto_facturado_servicios\":14000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2520.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"05601657561\",\"ncf\":\"E453054575532\",\"fecha_comprobante\":\"20240831\",\"monto_facturado_servicios\":118500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21330.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MARIO JACOBS HOSFOR\\nMARIO JACOBS HOSFOR\\nRNC: 02300909807\\nCLIENTE: CABRERA PIMENTEL & ASOCIADOS SRL\\nRNC CLIENTE: 130102651\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0183919059\\nFACTURA NO.: 0199783\\nAUTORIZACION: 222516279\\nTELEFONO: 809-841-3463\\nFECHA: 06/12/2025  HORA: 10:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      14,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       14,000.00\\nITBIS 18% RD$       2,520.00\\nTOTAL RD$          16,520.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7698863\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 67441043\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJENNIFFER PAULINA HERNANDEZ GERMES\\nJENNIFFER PAULINA HERNANDEZ GERMES\\nRNC: 05601657561\\nCLIENTE: PJCC IMPLEMENTACIONES ESTRATEGICAS SRL\\nRNC CLIENTE: 130949743\\nFACTURA DE CREDITO FISCAL\\nNCF: E453054575532\\nFACTURA NO.: 6135361\\nAUTORIZACION: 748525681\\nTELEFONO: 809-417-1228\\nFECHA: 31/08/2024  HORA: 18:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       21,000.00\\n    1  CASO      REPRESENTACION LEGAL        72,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    25,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      118,500.00\\nITBIS 18% RD$      21,330.00\\nTOTAL RD$         139,830.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3913274\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[4,10],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02300909807","05601657561"],"invoice_ids":["inv_f6038f8a4fabe698bc4a","inv_d2eb8a33f688b7353676"],"observation_id":"obs_37dee1fcb655702a6af5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.012,"brightness_factor":0.972,"blur_sigma":0.247,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":37.58,"jpeg_quality":94,"documents":[{"rotation_deg":0.493,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.43,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9138854398565966508,"difficulty":"medium","split":"test"}
{"image":"images/607_006681.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131881858\",\"ncf\":\"E329877197622\",\"fecha_comprobante\":\"20240726\",\"monto_facturado\":941892.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":941892.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GOLDEN LIONS REAL ESTATE PROPERTY MANAGEME\\nRNC EMISOR: 133478994\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SHOREHOLD GROUP SRL\\nRNC CLIENTE: 131881858\\nFACTURA DE CREDITO FISCAL\\nNCF E329877197622\\nFACTURA NO.: 4591762\\nAUTORIZACION: 954342174\\nTELEFONO: 809-443-8349\\nFECHA: 26/07/2024  HORA: 14:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   5,728.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 176,789.00\\n    4  MES       ALQUILER DE LOCAL\\n                                 634,866.00\\n    3  SERVICIO  TASACION DE PROPIEDAD\\n                                 116,551.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   7,958.00\\n-------------------------------------------\\nSUB-TOTAL RD$      941,892.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         941,892.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2580982\\nGRACIAS POR SU COMPRA\\nGLR\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133478994"],"invoice_ids":["inv_708aecf2c136695ac259"],"observation_id":"obs_c69724512e8b2c8fb6f4","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.92,"augmentation_metadata":{"downscale_factor":0.995,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":1.0,"brightness_factor":1.013,"blur_sigma":0.072,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.0,"jpeg_quality":94,"documents":[{"rotation_deg":-0.338,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GLR"}]},"num_invoices":1,"seed":17581065713893846178,"difficulty":"light","split":"train"}
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{"image":"images/607_006687.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05200099165\",\"ncf\":\"B0133954024\",\"fecha_comprobante\":\"20240909\",\"monto_facturado\":1511.80,\"itbis_facturado\":272.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1783.92,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101094729\",\"ncf\":\"E329182329716\",\"fecha_comprobante\":\"20251110\",\"monto_facturado\":156000.00,\"itbis_facturado\":28080.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":96349.80,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":87730.20,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130393206\",\"ncf\":\"B0241799253\",\"fecha_comprobante\":\"20251210\",\"monto_facturado\":5638.98,\"itbis_facturado\":1015.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":6654.00}],\"ocr\":\"IMED PHARMA\\nRNC EMISOR: 130969795\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANDY ANTONIO CAMACHO RODRIGUEZ\\nRNC CLIENTE: 05200099165\\nFACTURA DE CREDITO FISCAL\\nNCF B0133954024\\nFACTURA NO.: 3323592\\nAUTORIZACION: 71189345\\nTELEFONO: 809-555-9910\\nFECHA: 09/09/2024  HORA: 19:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,511.80\\n-------------------------------------------\\nSUBTOTAL RD$        1,511.80\\nIMPUESTO ITBIS RD$         272.12\\nTOTAL RD$           1,783.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3452776\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 19623595\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\\n\\n--- FACTURA ---\\n\\nCOLMADON RUTA 80\\nRNC EMISOR: 130639477\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROMARGO DOMINICANA C POR A\\nRNC CLIENTE: 101094729\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329182329716\\nFACTURA NO.: 9603533\\nAUTORIZACION: 827132465\\nTELEFONO: 809-877-5134\\nFECHA: 10/11/2025  HORA: 18:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   80,500.00\\n    1  CASO      REPRESENTACION LEGAL        75,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      156,000.00\\nITBIS RD$      28,080.00\\nTOTAL RD$         184,080.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6375627\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 12959469\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPOSEIDONPLAST\\nRNC EMISOR: 133592924\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACION 41415 S A\\nRNC CLIENTE: 130393206\\nFACTURA DE CREDITO FISCAL\\nNCF B0241799253\\nFACTURA NO.: 7589746\\nAUTORIZACION: 508450803\\nTELEFONO: 809-493-9506\\nFECHA: 10/12/2025  HORA: 12:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   1,720.00\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,245.98\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     980.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     564.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,129.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,638.98\\nITBIS RD$       1,015.02\\nTOTAL RD$           6,654.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 9066225\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,4,0],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130969795","130639477","133592924"],"invoice_ids":["inv_09794a9db76ee838f6ba","inv_9362e6ed31e0a58c55d1","inv_dc06609f905f93ecb63c"],"observation_id":"obs_d8bd248a558c9b18386e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.952,"brightness_factor":0.987,"blur_sigma":0.085,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.93,"jpeg_quality":90,"documents":[{"rotation_deg":0.179,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.7,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.439,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14332102633745642823,"difficulty":"hard","split":"train"}
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{"image":"images/607_006691.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101146206\",\"ncf\":\"B0253776447\",\"fecha_comprobante\":\"20241112\",\"monto_facturado\":18335.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18335.99,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ORFELINA ALTAGRACIA MIESES ZORRILLA\\nRNC EMISOR: 02300136732\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VIRMURGO DOMINICANA S A\\nRNC CLIENTE: 101146206\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0253776447\\nFACTURA NO.: 7632256\\nAUTORIZACION: 205190840\\nTELEFONO: 809-899-4013\\nFECHA: 12/11/2024  HORA: 12:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,335.99\\n----------------------------------------------\\nSUBTOTAL RD$       18,335.99\\nITBIS 18% RD$           0.00\\nTOTAL RD$          18,335.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9749904\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 51585697\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVerificado\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["02300136732"],"invoice_ids":["inv_e0d592bf5627de8b3998"],"observation_id":"obs_fa5b492eb33a74e1e5a6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.49,"augmentation_metadata":{"downscale_factor":0.718,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.907,"brightness_factor":0.909,"blur_sigma":0.238,"crop_applied":true,"camera_distance_factors":[0.974],"legibility_scale_corrections":[0.0],"final_contrast_stddev":33.54,"jpeg_quality":85,"documents":[{"rotation_deg":-0.991,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17734350456317228570,"difficulty":"medium","split":"test"}
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{"image":"images/606_006700.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132602439\",\"ncf\":\"E320501409999\",\"fecha_comprobante\":\"20241119\",\"monto_facturado_servicios\":763.50,\"monto_facturado_bienes\":20192.85,\"itbis_facturado\":3772.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SU AGENTE DE CAMBIO MANHATTAN\\nSU AGENTE DE CAMBIO MANHATTAN SRL\\nRNC EMISOR: 132602439\\nCLIENTE: DENNY ALBERTO FELIZ FEBRIEL\\nRNC CLIENTE: 00200092971\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320501409999\\nFACTURA NO.: 5171349\\nAUTORIZACION: 166183371\\nTELEFONO: 809-654-3756\\nFECHA: 19/11/2024  HORA: 13:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     763.50\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,177.85\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,555.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     314.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  11,146.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,956.35\\nIMPUESTO ITBIS RD$       3,772.14\\nTOTAL RD$          24,728.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6036149\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 30106889\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSAD\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132602439"],"invoice_ids":["inv_681d2b9e6bda466c85c6"],"observation_id":"obs_75b02c880ec42f0223f3","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.878,"brightness_factor":0.912,"blur_sigma":0.075,"crop_applied":false,"camera_distance_factors":[0.924],"legibility_scale_corrections":[0.0],"final_contrast_stddev":73.58,"jpeg_quality":93,"documents":[{"rotation_deg":-1.728,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SAD"}]},"num_invoices":1,"seed":504647242268325550,"difficulty":"light","split":"train"}
{"image":"images/607_006701.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101748451\",\"ncf\":\"E319793122789\",\"fecha_comprobante\":\"20250227\",\"monto_facturado\":36832.00,\"itbis_facturado\":6629.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":43461.76,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONECTIVIDAD SIN FRONTERA SERTEC TV\\nRNC EMISOR: 131049117\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES ARZENO DIAZ SRL\\nRNC CLIENTE: 101748451\\nFACTURA DE CREDITO FISCAL\\nNCF E319793122789\\nFACTURA NO.: 7078552\\nAUTORIZACION: 820821904\\nTELEFONO: 809-323-2758\\nFECHA: 27/02/2025  HORA: 16:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,364.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,275.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  25,407.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,816.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,970.00\\n-------------------------------------------\\nSUB-TOTAL RD$       36,832.00\\nITBIS 18% RD$       6,629.76\\nTOTAL RD$          43,461.76\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8522280\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 56906541\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131049117"],"invoice_ids":["inv_43ab8ce8471465ad29ae"],"observation_id":"obs_d66d06c9c5f794fe5bf9","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.01,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.977,"brightness_factor":0.994,"blur_sigma":0.019,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":88.76,"jpeg_quality":81,"documents":[{"rotation_deg":-1.563,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7363111414333958175,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 36879298\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA ROGECHA\\nRNC EMISOR: 132906365\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: P J BRUGAL SRL\\nRNC CLIENTE: 105000083\\nFACTURA DE CREDITO FISCAL\\nNCF: B1542011303\\nFACTURA NO.: 6579179\\nAUTORIZACION: 251935288\\nTELEFONO: 809-445-7133\\nFECHA: 16/10/2024  HORA: 20:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       23,045.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   30,388.00\\n    3  MES       ALQUILER DE LOCAL          430,782.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       11,906.99\\n----------------------------------------------\\nSUB-TOTAL RD$      496,122.94\\nITBIS RD$           0.00\\nTOTAL RD$         496,122.94\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4064423\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 22828122\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nANGEL CAONABO  PAULINO RODRIGUEZ\\nANGEL CAONABO  PAULINO RODRIGUEZ\\nRNC EMISOR: 03100023948\\nCLIENTE: MARINO VALEYRON PEÑA PEÑA\\nRNC CLIENTE: 00100768589\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446353525225\\nFACTURA NO.: 9485875\\nAUTORIZACION: 890018025\\nTELEFONO: 809-783-7337\\nFECHA: 04/10/2025  HORA: 11:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             4,325.99\\n    2  UNIDAD    REPUESTO Y ACCESORIO         7,330.00\\n    3  UNIDAD    MATERIAL DE OFICINA          4,128.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,195.80\\n----------------------------------------------\\nSUB-TOTAL RD$       16,979.79\\nITBIS 18% RD$       3,056.36\\nTOTAL RD$          20,036.15\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8818924\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 86232755\\nACP\\n\\n--- FACTURA ---\\n\\nJJ ALTA COSTURA\\nFRANCISCO CABRAL ANAZAGATIZ\\nRNC 03100536709\\nCLIENTE: SUPLIDORA ALVE SRL\\nRNC CLIENTE: 132175603\\nFACTURA DE CREDITO FISCAL\\nNCF: E453167889290\\nFACTURA NO.: 2010719\\nAUTORIZACION: 922390680\\nTELEFONO: 809-673-5595\\nFECHA: 22/12/2025  HORA: 17:58\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    PANTALON CASUAL\\n                                                  2,245.00\\n    2  UNIDAD    UNIFORME EMPRESARIAL\\n                                                  4,158.00\\n    2  UNIDAD    CAMISA DE VESTIR\\n                                                  5,984.00\\n    3  SERVICIO  AJUSTE Y CONFECCION\\n                                                  4,302.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       16,689.00\\nITBIS 18% RD$       3,004.02\\nTOTAL RD$          19,693.02\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7143665\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 78041066\\nRevisado\"}","template_ids":[5,2,9],"business_categories":["comercio_general","comercio_general","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132352971","03100023948","03100536709"],"invoice_ids":["inv_99899a6d719d0822f066","inv_5da84d71d7c6b97bedab","inv_db321b8c3c070e75b202"],"observation_id":"obs_e84b3b45fe7a7d0c8dd1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.94,"brightness_factor":0.985,"blur_sigma":0.236,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.2,"jpeg_quality":93,"documents":[{"rotation_deg":-0.668,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.111,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.097,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"ACP"},{"kind":"none","text":""}]},"num_invoices":3,"seed":14732940668007463652,"difficulty":"hard","split":"train"}
{"image":"images/607_006729.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130777608\",\"ncf\":\"E440166246542\",\"fecha_comprobante\":\"20240525\",\"monto_facturado\":6383.95,\"itbis_facturado\":1149.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":7533.06,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MIMO\\\"S BEAUTY LAB\\nRNC EMISOR: 05401014971\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PACKAGING SOLUTIONS PACKSOL SRL\\nRNC CLIENTE: 130777608\\nFACTURA DE CREDITO FISCAL\\nNCF: E440166246542\\nFACTURA NO.: 2507455\\nAUTORIZACION: 425546500\\nTELEFONO: 809-583-5447\\nFECHA: 25/05/2024  HORA: 16:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    TINTE PARA CABELLO           4,420.00\\n    1  SERVICIO  CORTE Y PEINADO                648.00\\n    1  SERVICIO  MANICURA Y PEDICURA          1,315.95\\n----------------------------------------------\\nSUB-TOTAL RD$        6,383.95\\nITBIS 18% RD$       1,149.11\\nTOTAL RD$           7,533.06\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7531489\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nAPROBADO\"}","template_ids":[7],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["05401014971"],"invoice_ids":["inv_066cda8dd4aeb22244bc"],"observation_id":"obs_33a1a3237f82fcdab946","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":5.97,"augmentation_metadata":{"downscale_factor":0.723,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.939,"brightness_factor":1.053,"blur_sigma":0.692,"crop_applied":false,"camera_distance_factors":[0.94],"legibility_scale_corrections":[0.0],"final_contrast_stddev":55.59,"jpeg_quality":80,"documents":[{"rotation_deg":-1.466,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1596762121269732818,"difficulty":"medium","split":"train"}
{"image":"images/606_006730.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00114434566\",\"ncf\":\"E321951819986\",\"fecha_comprobante\":\"20240220\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2800.50,\"itbis_facturado\":504.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"09600017611\",\"ncf\":\"E326272101234\",\"fecha_comprobante\":\"20240110\",\"monto_facturado_servicios\":451.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ROSA MARIANA BERNARD MORONTA\\nROSA MARIANA BERNARD MORONTA\\nRNC EMISOR: 00114434566\\nCLIENTE: DUGUESLIN GARCIA\\nRNC CLIENTE: 00111030979\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321951819986\\nFACTURA NO.: 3534541\\nAUTORIZACION: 663525135\\nTELEFONO: 809-719-7850\\nFECHA: 20/02/2024  HORA: 19:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,047.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,753.50\\n-------------------------------------------\\nSUB-TOTAL RD$        2,800.50\\nITBIS 18% RD$         504.09\\nTOTAL RD$           3,304.59\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2882992\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 84740231\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\\n\\n--- FACTURA ---\\n\\nCIRILO JULIAN HIRALDO\\nCIRILO JULIAN HIRALDO\\nRNC: 09600017611\\nCLIENTE: RUBEN PEREZ VARGAS\\nRNC CLIENTE: 05400390711\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326272101234\\nFACTURA NO.: 6738920\\nAUTORIZACION: 457191268\\nTELEFONO: 809-634-8517\\nFECHA: 10/01/2024  HORA: 10:25\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                                    451.95\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$          451.95\\nITBIS RD$           0.00\\nTOTAL RD$             451.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1428272\\nGRACIAS POR SU COMPRA\\nAPROBADO\"}","template_ids":[1,9],"business_categories":["comercio_general","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00114434566","09600017611"],"invoice_ids":["inv_7e4a5e990e6fd64766ae","inv_b6ce0bf834ff6dc468a3"],"observation_id":"obs_d355cad43cc15faea20c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.31,"augmentation_metadata":{"downscale_factor":0.629,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":1.042,"brightness_factor":1.035,"blur_sigma":0.27,"crop_applied":false,"camera_distance_factors":[0.899,0.978],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":57.55,"jpeg_quality":83,"documents":[{"rotation_deg":-0.381,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.793,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13429820737529213332,"difficulty":"medium","split":"train"}
{"image":"images/607_006731.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130559589\",\"ncf\":\"E456502827291\",\"fecha_comprobante\":\"20251118\",\"monto_facturado\":23500.00,\"itbis_facturado\":4230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17080.46,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10649.54,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"04701786008\",\"ncf\":\"E317072317178\",\"fecha_comprobante\":\"20240228\",\"monto_facturado\":37219.82,\"itbis_facturado\":6699.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":43919.39},{\"rnc\":\"103034472\",\"ncf\":\"E329746941582\",\"fecha_comprobante\":\"20240513\",\"monto_facturado\":119205.99,\"itbis_facturado\":21457.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":140663.07,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ADONYS AGROPECUARIA\\nRNC EMISOR: 132923901\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VIGORG COMPANIA DE INVERSIONES S A\\nRNC CLIENTE: 130559589\\nFACTURA DE CREDITO FISCAL\\nNCF: E456502827291\\nFACTURA NO.: 0615984\\nAUTORIZACION: 247968266\\nTELEFONO: 809-953-1334\\nFECHA: 18/11/2025  HORA: 11:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   23,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,500.00\\nITBIS 18% RD$       4,230.00\\nTOTAL RD$          27,730.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3848602\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTHALINA S BOUTIQUE S A\\nRNC EMISOR: 101829508\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NIFAURI DE JESUS ESTEVEZ DELGADO\\nRNC CLIENTE: 04701786008\\nFACTURA DE CREDITO FISCAL\\nNCF: E317072317178\\nFACTURA NO.: 0970915\\nAUTORIZACION: 324882635\\nTELEFONO: 809-921-6948\\nFECHA: 28/02/2024  HORA: 17:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    CALZADO CASUAL              13,127.97\\n    2  UNIDAD    UNIFORME EMPRESARIAL         9,128.00\\n    2  UNIDAD    GORRA BORDADA                2,527.90\\n    1  SERVICIO  AJUSTE Y CONFECCION          1,973.95\\n    4  UNIDAD    PANTALON CASUAL             10,462.00\\n----------------------------------------------\\nSUB-TOTAL RD$       37,219.82\\nITBIS 18% RD$       6,699.57\\nTOTAL RD$          43,919.39\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 8937253\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 59047330\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nGONZAUTO\\nRNC EMISOR: 130423989\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INDUSTRIA DE VENTANAS DIAMANTE C POR A\\nRNC CLIENTE: 103034472\\nFACTURA DE CREDITO FISCAL\\nNCF: E329746941582\\nFACTURA NO.: 7675162\\nAUTORIZACION: 164159116\\nTELEFONO: 809-937-6950\\nFECHA: 13/05/2024  HORA: 08:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  REPARACION MECANICA        109,500.00\\n    1  UNIDAD    ACEITE DE MOTOR                676.99\\n    1  UNIDAD    FILTRO DE ACEITE               472.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     8,557.00\\n----------------------------------------------\\nSUB-TOTAL RD$      119,205.99\\nITBIS RD$      21,457.08\\nTOTAL RD$         140,663.07\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1358585\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_006733.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132663853\",\"ncf\":\"E449932045041\",\"fecha_comprobante\":\"20240517\",\"monto_facturado\":4214.00,\"itbis_facturado\":758.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":4972.52,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430067662\",\"ncf\":\"E322660616825\",\"fecha_comprobante\":\"20250202\",\"monto_facturado\":76000.00,\"itbis_facturado\":13680.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":89680.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DESARROLLO MERLIN\\nRNC EMISOR: 131195288\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KOOPERS GROUP SRL\\nRNC CLIENTE: 132663853\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449932045041\\nFACTURA NO.: 8443193\\nAUTORIZACION: 911588833\\nTELEFONO: 809-795-2691\\nFECHA: 17/05/2024  HORA: 10:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,214.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,214.00\\nITBIS RD$         758.52\\nTOTAL RD$           4,972.52\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5434478\\nGRACIAS POR SU COMPRA\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nAYMENCA\\nRNC EMISOR: 101166894\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE EXCELENCIA PROFESOR LIDUVINA \\nRNC CLIENTE: 430067662\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322660616825\\nFACTURA NO.: 7803152\\nAUTORIZACION: 480698040\\nTELEFONO: 809-983-8287\\nFECHA: 02/02/2025  HORA: 13:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    48,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       12,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      15,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       76,000.00\\nIMPUESTO ITBIS RD$      13,680.00\\nTOTAL RD$          89,680.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6385263\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 34842113\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nENTREGADO\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131195288","101166894"],"invoice_ids":["inv_ca4297e52e403708bf00","inv_6fc66c049bddcdb4f280"],"observation_id":"obs_9bba4fe40d7e49da0c9c","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.33,"augmentation_metadata":{"downscale_factor":0.404,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.831,"brightness_factor":0.86,"blur_sigma":0.779,"crop_applied":false,"camera_distance_factors":[0.966,0.891],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":46.68,"jpeg_quality":65,"documents":[{"rotation_deg":2.543,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-2.475,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4771492791777436450,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_006749.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132946121\",\"ncf\":\"E327534623466\",\"fecha_comprobante\":\"20250117\",\"monto_facturado\":70500.00,\"itbis_facturado\":12690.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":83190.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SELTAEB\\nRNC EMISOR: 132094581\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PFANINI DESIGNER SRL\\nRNC CLIENTE: 132946121\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327534623466\\nFACTURA NO.: 2380189\\nAUTORIZACION: 932544004\\nTELEFONO: 809-778-8837\\nFECHA: 17/01/2025  HORA: 12:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       3,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    53,000.00\\n    2  VISITA    INSPECCION TECNICA          12,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       2,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       70,500.00\\nIMPUESTO ITBIS RD$      12,690.00\\nTOTAL RD$          83,190.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7685794\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 38568859\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132094581"],"invoice_ids":["inv_604cfd356442f1fbdc0b"],"observation_id":"obs_b4987f65907e5b97c563","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.85,"augmentation_metadata":{"downscale_factor":0.871,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.849,"brightness_factor":0.84,"blur_sigma":0.773,"crop_applied":true,"camera_distance_factors":[0.897],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.3,"jpeg_quality":74,"documents":[{"rotation_deg":-1.209,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2849444360924334888,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\nArchivado\\n\\n--- FACTURA ---\\n\\nTHE BONY STYLE\\nTHE BONY STYLE SRL\\nRNC 132950801\\nCLIENTE: INVERSIONES WICHBERDEX SRL\\nRNC CLIENTE: 131776736\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0193891365\\nFACTURA NO.: 8333480\\nAUTORIZACION: 888456421\\nTELEFONO: 809-959-2507\\nFECHA: 04/10/2025  HORA: 09:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          2,029.95\\n    2  UNIDAD    TINTE PARA CABELLO           1,798.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR          3,271.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        7,098.95\\nITBIS RD$       1,277.81\\nTOTAL RD$           8,376.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3021590\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nLE SIXIEME SENS RESTAURANTE\\nLE SIXIEME SENS RESTAURANTE SRL\\nRNC: 131545343\\nCLIENTE: COMERCIAL RIPOSI S R L\\nRNC CLIENTE: 130660931\\nFACTURA DE CREDITO FISCAL\\nNCF: E318820026149\\nFACTURA NO.: 8251904\\nAUTORIZACION: 59945333\\nTELEFONO: 809-358-3543\\nFECHA: 24/07/2025  HORA: 12:13\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    POLLO A LA PLANCHA\\n                                                  2,488.00\\n    4  UNIDAD    PIZZA MEDIANA\\n                                                  3,415.80\\n    2  UNIDAD    PLATO DEL DIA\\n                                                    817.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        6,720.80\\nITBIS 18% RD$       1,209.74\\nTOTAL RD$           7,930.54\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 885947\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 24236559\\nARCHIVADO\\nPendiente\\n\\n--- FACTURA ---\\n\\nDRAGONFLY COMERCIAL S A\\nDRAGONFLY COMERCIAL S A\\nRNC 130542236\\nCLIENTE: AGROPECUARIA VILMARY SRL\\nRNC CLIENTE: 131696805\\nFACTURA DE CREDITO FISCAL\\nNCF B1420209110\\nFACTURA NO.: 8411134\\nAUTORIZACION: 653286768\\nTELEFONO: 809-889-7530\\nFECHA: 13/03/2024  HORA: 20:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     877.50\\n    1  UNIDAD    GORRA BORDADA\\n                                     985.50\\n    1  UNIDAD    CALZADO CASUAL\\n                                   3,420.00\\n    1  UNIDAD    CAMISA DE VESTIR\\n                                   1,499.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$        6,782.99\\nITBIS RD$       1,220.94\\nTOTAL RD$           8,003.93\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2678661\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 25684072\"}","template_ids":[7,12,9,5],"business_categories":["profesional","belleza","restaurante","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["131142508","132950801","131545343","130542236"],"invoice_ids":["inv_c041d3563364c8928d2c","inv_33e4a4bbf31c6b7065b9","inv_0ee57a354452f312afa5","inv_b8590a4f62342f0da577"],"observation_id":"obs_108c22a2c5d008a603e5","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":3.93,"augmentation_metadata":{"downscale_factor":0.704,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.923,"brightness_factor":0.98,"blur_sigma":0.489,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":45.04,"jpeg_quality":85,"documents":[{"rotation_deg":1.659,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.978,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.032,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.884,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":10909889676605222171,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_006755.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"102328252\",\"ncf\":\"E328976350377\",\"fecha_comprobante\":\"20250221\",\"monto_facturado\":60086.94,\"itbis_facturado\":10815.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":70902.59,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CYTY HOMES REALTY GROUP CIREG\\nRNC EMISOR: 00118499797\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES BELVEDERE S A\\nRNC CLIENTE: 102328252\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328976350377\\nFACTURA NO.: 7192987\\nAUTORIZACION: 661575648\\nTELEFONO: 809-405-1594\\nFECHA: 21/02/2025  HORA: 10:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       35,696.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   24,389.95\\n----------------------------------------------\\nSUB-TOTAL RD$       60,086.94\\nITBIS RD$      10,815.65\\nTOTAL RD$          70,902.59\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5138620\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 22118993\"}","template_ids":[2],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00118499797"],"invoice_ids":["inv_29b6f9313fa1af14fab9"],"observation_id":"obs_671a521fe5909836ea0d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.947,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.992,"brightness_factor":0.976,"blur_sigma":0.187,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":94,"documents":[{"rotation_deg":-0.354,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11588757532699061361,"difficulty":"light","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 36839151\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSURTIDORA KELVIN CRUZ\\nSURTIDORA KELVIN CRUZ SRL\\nRNC 130845621\\nCLIENTE: INVERSIONES FLORENTINO JOAQUIN S A\\nRNC CLIENTE: 130322759\\nFACTURA DE CREDITO FISCAL\\nNCF E445891316112\\nFACTURA NO.: 2481994\\nAUTORIZACION: 312002404\\nTELEFONO: 809-891-5038\\nFECHA: 21/09/2025  HORA: 18:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           773.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,289.00\\n    1  UNIDAD    MATERIAL DE OFICINA          2,136.99\\n    4  UNIDAD    EQUIPO ELECTRICO             4,596.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        14,808.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,602.99\\nIMPUESTO ITBIS RD$       4,248.54\\nTOTAL RD$          27,851.53\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1356020\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 96644771\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nVETILIO ANTONIO RODRIGUEZ FELIZ\\nVETILIO ANTONIO RODRIGUEZ FELIZ\\nRNC: 02200047815\\nCLIENTE: ARISMENDY GOMEZ SEVERINO\\nRNC CLIENTE: 00110360179\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0223108138\\nFACTURA NO.: 9778428\\nAUTORIZACION: 681626804\\nTELEFONO: 809-604-1829\\nFECHA: 29/03/2024  HORA: 10:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,349.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                  17,356.50\\n    1  UNIDAD    BATERIA AUTOMOTRIZ\\n                                   8,921.50\\n    1  UNIDAD    FILTRO DE ACEITE\\n                                     497.00\\n    5  UNIDAD    ACEITE DE MOTOR\\n                                   4,204.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       34,328.95\\nITBIS RD$       6,179.21\\nTOTAL RD$          40,508.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 767778\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 48004214\"}","template_ids":[0,3,5],"business_categories":["comercio_general","comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03701167839","130845621","02200047815"],"invoice_ids":["inv_81f708c3248786a2c25f","inv_5c50f16edfdcee721fd1","inv_dd6ac95a755783f1151a"],"observation_id":"obs_c35b914f485224aff604","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.59,"augmentation_metadata":{"downscale_factor":0.479,"red_scale":1.066,"blue_scale":0.934,"contrast_factor":1.055,"brightness_factor":0.918,"blur_sigma":1.045,"crop_applied":false,"camera_distance_factors":[0.989,0.919,0.899],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":67.86,"jpeg_quality":78,"documents":[{"rotation_deg":-4.04,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.683,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.204,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16799588260280382297,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 21680539\\n\\n--- FACTURA ---\\n\\nPHARMAMEDIA\\nRNC EMISOR: 131218806\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LICEO TECNICO MARILLAC\\nRNC CLIENTE: 430117481\\nFACTURA DE CREDITO FISCAL\\nNCF: B0251388540\\nFACTURA NO.: 0171667\\nAUTORIZACION: 91953204\\nTELEFONO: 809-317-4328\\nFECHA: 26/06/2025  HORA: 14:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,594.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     945.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,919.80\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,737.50\\n-------------------------------------------\\nSUB-TOTAL RD$       24,196.30\\nITBIS RD$       4,355.33\\nTOTAL RD$          28,551.63\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2160864\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 36337272\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nESTEBAN SHEPHARD CAPOIS\\nRNC EMISOR: 02600211383\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUMIGADORA ECO AMBIENTAL NINA SRL\\nRNC CLIENTE: 131870066\\nFACTURA DE CREDITO FISCAL\\nNCF: E443390127690\\nFACTURA NO.: 3759804\\nAUTORIZACION: 988882798\\nTELEFONO: 809-697-3750\\nFECHA: 13/05/2025  HORA: 19:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   7,566.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,414.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,204.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,067.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,251.99\\nITBIS RD$       3,105.36\\nPROPINA LEGAL RD$       106.80\\nTOTAL RD$          20,464.15\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3913218\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 55664221\"}","template_ids":[9,1,5],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00100910140","131218806","02600211383"],"invoice_ids":["inv_20fcd218329bbf69fbcf","inv_d1c51248217dcd8a3df6","inv_5682efa64cc18e272e41"],"observation_id":"obs_a384f6d992d96ffddb96","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.36,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.004,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.08,"jpeg_quality":98,"documents":[{"rotation_deg":-0.051,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.012,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.092,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":7507639527137657773,"difficulty":"hard","split":"train"}
{"image":"images/606_006760.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03102851643\",\"ncf\":\"B1495405288\",\"fecha_comprobante\":\"20240828\",\"monto_facturado_servicios\":15724.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"05500012199\",\"ncf\":\"E328293663722\",\"fecha_comprobante\":\"20250923\",\"monto_facturado_servicios\":70500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12690.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FERNANDO ADRIANO VALDEZ FRANCO\\nFERNANDO ADRIANO VALDEZ FRANCO\\nRNC: 03102851643\\nCLIENTE: IMPORTADORA DKLF FASHION RD SRL\\nRNC CLIENTE: 132277635\\nFACTURA DE CREDITO FISCAL\\nNCF: B1495405288\\nFACTURA NO.: 9420453\\nAUTORIZACION: 562749977\\nTELEFONO: 809-272-5862\\nFECHA: 28/08/2024  HORA: 17:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  LIMPIEZA DENTAL             15,724.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,724.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          15,724.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 405888\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 49974837\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nARISTIDES JOSE MARIA SANCHEZ OSORIO\\nARISTIDES JOSE MARIA SANCHEZ OSORIO\\nRNC 05500012199\\nCLIENTE: LA CUEVA DEL ARTESANO CXA\\nRNC CLIENTE: 101058171\\nFACTURA DE CREDITO FISCAL\\nNCF: E328293663722\\nFACTURA NO.: 7636002\\nAUTORIZACION: 790280088\\nTELEFONO: 809-538-8758\\nFECHA: 23/09/2025  HORA: 10:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       17,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      26,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       70,500.00\\nITBIS RD$      12,690.00\\nTOTAL RD$          83,190.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7149451\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 18148404\\nDETALLE DE SERVICIOS\\nPendiente\"}","template_ids":[6,4],"business_categories":["salud","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03102851643","05500012199"],"invoice_ids":["inv_6beecfdadfaff92e3db6","inv_110af995b9c91513377b"],"observation_id":"obs_019d03579dcc3adbb18e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.0,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.39,"jpeg_quality":98,"documents":[{"rotation_deg":-0.037,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.045,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14903336139943871310,"difficulty":"medium","split":"train"}
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{"image":"images/607_006765.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131342221\",\"ncf\":\"E319367188355\",\"fecha_comprobante\":\"20251103\",\"monto_facturado\":6732.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3300.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3432.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INGENIERIA MIGUEL ANTONIO ARIAS DURAN\\nRNC EMISOR: 111128201\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEYPER SRL\\nRNC CLIENTE: 131342221\\nFACTURA DE CREDITO FISCAL\\nNCF E319367188355\\nFACTURA NO.: 4094868\\nAUTORIZACION: 414699839\\nTELEFONO: 809-831-9127\\nFECHA: 03/11/2025  HORA: 19:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  DIA       ALQUILER TALADRO PERCUTOR    6,732.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,732.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           6,732.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6673188\\nGRACIAS POR SU COMPRA\\nCopia cliente\"}","template_ids":[13],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["111128201"],"invoice_ids":["inv_52b1e885663bb0e28bbe"],"observation_id":"obs_e7acddc32bbd19a3a89d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.28,"augmentation_metadata":{"downscale_factor":0.618,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":1.102,"brightness_factor":0.96,"blur_sigma":0.67,"crop_applied":false,"camera_distance_factors":[0.981],"legibility_scale_corrections":[0.0],"final_contrast_stddev":76.07,"jpeg_quality":80,"documents":[{"rotation_deg":-2.652,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8962146576017534045,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 20347739\\n\\n--- FACTURA ---\\n\\nCOMERCIAL SERVICIOS DE MINIBUSES ECHAVARRI\\nRNC EMISOR: 101786523\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE DEL CARMEN DOMINGUEZ LUZON\\nRNC CLIENTE: 00102495546\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0181418466\\nFACTURA NO.: 2998743\\nAUTORIZACION: 460413704\\nTELEFONO: 809-257-6392\\nFECHA: 21/02/2025  HORA: 20:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   7,143.99\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                     693.00\\n    5  VIAJE     TRANSPORTE DE CARGA\\n                                 205,504.95\\n    2  VIAJE     SERVICIO DE TRANSPORTE\\n                                  13,839.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  18,518.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$      245,699.89\\nIMPUESTO ITBIS RD$      44,225.98\\nTOTAL RD$         289,925.87\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5302929\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_006770.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130563251\",\"ncf\":\"E325517769829\",\"fecha_comprobante\":\"20250123\",\"monto_facturado_servicios\":7677.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1381.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"L T S A\\nLOGISTICA Y TRANSPORTE S A\\nRNC: 130563251\\nCLIENTE: MIGUEL & NAZARIO SOLUTIONS MINAS\\nSRL\\nRNC CLIENTE: 133149737\\nFACTURA DE CREDITO FISCAL\\nNCF E325517769829\\nFACTURA NO.: 1355973\\nAUTORIZACION: 167413615\\nTELEFONO: 809-759-3936\\nFECHA: 23/01/2025  HORA: 10:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   7,677.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,677.00\\nITBIS 18% RD$       1,381.86\\nTOTAL RD$           9,058.86\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1092995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 78008340\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["130563251"],"invoice_ids":["inv_7d5e3cd7322063d018d9"],"observation_id":"obs_1ec4066561a1eabac483","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":9.59,"augmentation_metadata":{"downscale_factor":0.455,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.969,"brightness_factor":0.853,"blur_sigma":1.091,"crop_applied":false,"camera_distance_factors":[0.91],"legibility_scale_corrections":[0.0],"final_contrast_stddev":59.15,"jpeg_quality":78,"documents":[{"rotation_deg":1.537,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5389906386849459963,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_006773.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130952167\",\"ncf\":\"E314902817560\",\"fecha_comprobante\":\"20250129\",\"monto_facturado\":8000.00,\"itbis_facturado\":1440.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":9440.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131318142\",\"ncf\":\"E321779793338\",\"fecha_comprobante\":\"20251109\",\"monto_facturado\":10259.00,\"itbis_facturado\":1846.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6407.87,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5697.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KAPICUA INVESTMENTS\\nRNC EMISOR: 130432503\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES MANUEL DE LA ROSA SRL\\nRNC CLIENTE: 130952167\\nFACTURA DE CREDITO FISCAL\\nNCF: E314902817560\\nFACTURA NO.: 1461172\\nAUTORIZACION: 230456857\\nTELEFONO: 809-785-5498\\nFECHA: 29/01/2025  HORA: 18:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO        8,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,000.00\\nITBIS RD$       1,440.00\\nTOTAL RD$           9,440.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 158212\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 39506761\\nDETALLE DE SERVICIOS\\nARCHIVADO\\nArchivado\\n\\n--- FACTURA ---\\n\\nAMTRIX INGENIERIA\\nRNC EMISOR: 131621678\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA SANCHEZ DE LEON SRL\\nRNC CLIENTE: 131318142\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321779793338\\nFACTURA NO.: 5745542\\nAUTORIZACION: 932041304\\nTELEFONO: 809-384-1730\\nFECHA: 09/11/2025  HORA: 17:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   56  UNIDAD    BLOCK DE HORMIGON 6\\n                 PULGADAS\\n                                   3,696.00\\n    4  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                     924.00\\n    2  DIA       ALQUILER TALADRO PERCUTOR\\n                                   2,794.00\\n    5  FUNDA     CEMENTO GRIS 42.5 KG\\n                                   2,845.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,259.00\\nITBIS 18% RD$       1,846.62\\nTOTAL RD$          12,105.62\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5989292\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 80975696\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\nPendiente\"}","template_ids":[4,1],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130432503","131621678"],"invoice_ids":["inv_96b1e41f83e4319152e5","inv_f2a80369ee6899766b20"],"observation_id":"obs_a330866410e865599bbe","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":4.3,"augmentation_metadata":{"downscale_factor":0.51,"red_scale":0.937,"blue_scale":1.063,"contrast_factor":1.095,"brightness_factor":0.915,"blur_sigma":0.82,"crop_applied":false,"camera_distance_factors":[0.881,0.99],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":82.42,"jpeg_quality":81,"documents":[{"rotation_deg":2.292,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.096,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15914984900659023546,"difficulty":"very_hard","split":"train"}
{"image":"images/606_006774.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132042532\",\"ncf\":\"E453066152779\",\"fecha_comprobante\":\"20250528\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":642.50,\"itbis_facturado\":30.60,\"impuesto_selectivo_al_consumo\":64.25,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130040303\",\"ncf\":\"B0124813117\",\"fecha_comprobante\":\"20250410\",\"monto_facturado_servicios\":1348.00,\"monto_facturado_bienes\":46227.98,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133541106\",\"ncf\":\"E320994609465\",\"fecha_comprobante\":\"20250415\",\"monto_facturado_servicios\":5172.00,\"monto_facturado_bienes\":6275.40,\"itbis_facturado\":2060.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INVERSIONES RAMIREZ TAVERAS\\nINVERSIONES RAMIREZ TAVERAS SRL\\nRNC 132042532\\nCLIENTE: MODERNISA SRL\\nRNC CLIENTE: 132306201\\nFACTURA DE CREDITO FISCAL\\nNCF: E453066152779\\nFACTURA NO.: 5601436\\nAUTORIZACION: 947993840\\nTELEFONO: 809-602-8928\\nFECHA: 28/05/2025  HORA: 12:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    AGUA PURIFICADA 20 OZ          170.00\\n    3  LIBRA     ARROZ SELECTO LIBRA            109.50\\n    3  PAQUETE   AVENA EN HOJUELAS 500 G        363.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$          642.50\\nIMPUESTO ITBIS RD$          30.60\\nIMP. SELECTIVO RD$      64.25\\nTOTAL RD$             737.35\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9365675\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 35215420\\nRESUMEN\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nA & H INTERNATIONAL TOBACCO INC\\nA & H INTERNATIONAL TOBACCO INC\\nRNC 130040303\\nCLIENTE: ROBINSON CAMILO CABRERA\\nRNC CLIENTE: 40226897821\\nFACTURA DE CREDITO FISCAL\\nNCF B0124813117\\nFACTURA NO.: 8899938\\nAUTORIZACION: 114288466\\nTELEFONO: 809-241-1336\\nFECHA: 10/04/2025  HORA: 11:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     685.98\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     354.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,348.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  38,030.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,158.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       47,575.98\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          47,575.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 327924\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 70340644\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nORECON\\nORECON SRL\\nRNC 133541106\\nCLIENTE: EUROFARMACOS S A\\nRNC CLIENTE: 130067732\\nFACTURA DE CREDITO FISCAL\\nNCF: E320994609465\\nFACTURA NO.: 7275169\\nAUTORIZACION: 73723199\\nTELEFONO: 809-692-5967\\nFECHA: 15/04/2025  HORA: 10:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  FUNDA     CEMENTO GRIS 42.5 KG         1,590.00\\n    5  UNIDAD    TUBO PVC PRESION 2 PULGADAS    4,517.50\\n    3  DIA       ALQUILER TALADRO PERCUTOR    5,172.00\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      167.90\\n----------------------------------------------\\nSUB-TOTAL RD$       11,447.40\\nITBIS 18% RD$       2,060.53\\nTOTAL RD$          13,507.93\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9227062\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nAPROBADO\"}","template_ids":[12,0,6],"business_categories":["colmado_alimentos","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated","sidip_proconsumidor"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["132042532","130040303","133541106"],"invoice_ids":["inv_2433ad267e6674654416","inv_3b9d1503fac6118a5517","inv_b0af276888978035cce3"],"observation_id":"obs_a8e3aed6693905dc113e","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.745,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.873,"brightness_factor":0.957,"blur_sigma":0.036,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":48.34,"jpeg_quality":79,"documents":[{"rotation_deg":-0.775,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.683,"perspective":0.018,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-1.091,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9862117426535916886,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 55981159\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEL ESCUDO CXA\\nRNC EMISOR: 101009162\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EZEQUIEL PEÑA ESPIRITUSANTO\\nRNC CLIENTE: 02800111961\\nFACTURA DE CREDITO FISCAL\\nNCF: E442278143075\\nFACTURA NO.: 9353718\\nAUTORIZACION: 408572880\\nTELEFONO: 809-843-4864\\nFECHA: 19/04/2025  HORA: 12:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          10,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    35,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   62,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       7,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      127,500.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         127,500.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8710462\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 84218819\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMND INVERSIONES\\nRNC EMISOR: 133081962\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDUARD ALEXANDER SENCION SANTIAGO\\nRNC CLIENTE: 01201168877\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1450124130\\nFACTURA NO.: 2211121\\nAUTORIZACION: 786238903\\nTELEFONO: 809-972-7719\\nFECHA: 12/10/2025  HORA: 15:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,817.90\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   4,985.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,192.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,792.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       10,786.90\\nITBIS RD$       1,941.64\\nTOTAL RD$          12,728.54\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6703136\\nGRACIAS POR SU COMPRA\\nMI\\nArchivado\"}","template_ids":[4,3,5],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["112107361","101009162","133081962"],"invoice_ids":["inv_ef22dec894deac147dde","inv_d4e96bfe6d3074545cc9","inv_937bda2c5759fab8f08c"],"observation_id":"obs_3b54870098f437791b9d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.58,"augmentation_metadata":{"downscale_factor":0.762,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":1.073,"brightness_factor":0.843,"blur_sigma":0.282,"crop_applied":false,"camera_distance_factors":[0.907,0.928,0.935],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":63.07,"jpeg_quality":84,"documents":[{"rotation_deg":-2.501,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.815,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.608,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"MI"}]},"num_invoices":3,"seed":210286750174148156,"difficulty":"hard","split":"train"}
{"image":"images/606_006776.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101533404\",\"ncf\":\"B0225011142\",\"fecha_comprobante\":\"20241228\",\"monto_facturado_servicios\":661.50,\"monto_facturado_bienes\":33894.00,\"itbis_facturado\":6219.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"FINAN-SERVICIOS Y ASESORIA S A\\nFINAN-SERVICIOS Y ASESORIA S A\\nRNC: 101533404\\nCLIENTE: INTERNATIONAL LEGAL SERVICE SIL S\\nA\\nRNC CLIENTE: 130399042\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0225011142\\nFACTURA NO.: 6519192\\nAUTORIZACION: 677667697\\nTELEFONO: 809-970-9055\\nFECHA: 28/12/2024  HORA: 11:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     661.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  31,155.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,739.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,555.50\\nITBIS 18% RD$       6,219.99\\nTOTAL RD$          40,775.49\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1567520\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101533404"],"invoice_ids":["inv_87c9efbb73344032d464"],"observation_id":"obs_dcc2d59df06cac623185","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":10.73,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.992,"brightness_factor":1.025,"blur_sigma":0.075,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.97,"jpeg_quality":91,"documents":[{"rotation_deg":0.122,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4888052367153441118,"difficulty":"light","split":"train"}
{"image":"images/607_006777.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133055635\",\"ncf\":\"B1567124212\",\"fecha_comprobante\":\"20241006\",\"monto_facturado\":84000.00,\"itbis_facturado\":15120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":99120.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FISCONSULT & ASOCIADOS\\nRNC EMISOR: 130697655\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YMY MULTISERVICIOS DOMINICANOS SRL\\nRNC CLIENTE: 133055635\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1567124212\\nFACTURA NO.: 6480323\\nAUTORIZACION: 199280961\\nTELEFONO: 809-903-8807\\nFECHA: 06/10/2024  HORA: 08:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    50,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   34,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       84,000.00\\nITBIS RD$      15,120.00\\nTOTAL RD$          99,120.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1275362\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 75082837\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130697655"],"invoice_ids":["inv_c1f5c309887c145da2a8"],"observation_id":"obs_4491ff759d5299fc6b0d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.007,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":98,"documents":[{"rotation_deg":0.014,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1937308500152057323,"difficulty":"clean","split":"train"}
{"image":"images/606_006778.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22300330994\",\"ncf\":\"B1594524274\",\"fecha_comprobante\":\"20240124\",\"monto_facturado_servicios\":1264.95,\"monto_facturado_bienes\":14269.75,\"itbis_facturado\":2796.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"132564391\",\"ncf\":\"B1584282731\",\"fecha_comprobante\":\"20251024\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5373.00,\"itbis_facturado\":967.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JUAN CLEVER CALDERON CASTILLO\\nJUAN CLEVER CALDERON CASTILLO\\nRNC: 22300330994\\nCLIENTE: ADRIANA ENCARNACION C DE PUJOLS C\\nDE PU\\nRNC CLIENTE: 00100888593\\nFACTURA DE CREDITO FISCAL\\nNCF B1594524274\\nFACTURA NO.: 5152078\\nAUTORIZACION: 124353764\\nTELEFONO: 809-349-7194\\nFECHA: 24/01/2024  HORA: 10:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,264.95\\n    5  UNIDAD    CAMISA DE VESTIR\\n                                  14,269.75\\n-------------------------------------------\\nSUBTOTAL RD$       15,534.70\\nIMPUESTO ITBIS RD$       2,796.25\\nTOTAL RD$          18,330.95\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 873172\\nGRACIAS POR SU COMPRA\\nPagado\\n\\n--- FACTURA ---\\n\\nSERVICIOS TECNICOS GAPE\\nSERVICIOS TECNICOS GAPE SRL\\nRNC 132564391\\nCLIENTE: HOGAR DE ANCIANOS PADRE ABREU\\nRNC CLIENTE: 430005649\\nFACTURA DE CREDITO FISCAL\\nNCF B1584282731\\nFACTURA NO.: 1957157\\nAUTORIZACION: 860101562\\nTELEFONO: 809-332-2098\\nFECHA: 24/10/2025  HORA: 15:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         5,373.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,373.00\\nITBIS RD$         967.14\\nTOTAL RD$           6,340.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6264303\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 12826034\\nSTG\"}","template_ids":[5,2],"business_categories":["ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22300330994","132564391"],"invoice_ids":["inv_d87c77438866b799b843","inv_d4e1c93bd40b03f0da69"],"observation_id":"obs_5f52acb14be395fd4b0c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.989,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.64,"jpeg_quality":96,"documents":[{"rotation_deg":0.104,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.042,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"STG"}]},"num_invoices":2,"seed":12181799730631557767,"difficulty":"medium","split":"train"}
{"image":"images/607_006779.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130149021\",\"ncf\":\"E458069816828\",\"fecha_comprobante\":\"20241210\",\"monto_facturado\":14029.48,\"itbis_facturado\":2525.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16554.79,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40224758074\",\"ncf\":\"E322099967057\",\"fecha_comprobante\":\"20250410\",\"monto_facturado\":69585.49,\"itbis_facturado\":12525.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":82110.88},{\"rnc\":\"130292159\",\"ncf\":\"B0186942693\",\"fecha_comprobante\":\"20240305\",\"monto_facturado\":146500.00,\"itbis_facturado\":26370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":172870.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MANZANILLO & ROMERO CARGO EXPRESS S A\\nRNC EMISOR: 130068313\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REFRICENTRO H & M C POR A\\nRNC CLIENTE: 130149021\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458069816828\\nFACTURA NO.: 0893214\\nAUTORIZACION: 133831758\\nTELEFONO: 809-528-6610\\nFECHA: 10/12/2024  HORA: 09:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     621.98\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,322.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,085.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       14,029.48\\nITBIS RD$       2,525.31\\nTOTAL RD$          16,554.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2235640\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 13521605\\nMRC\\nPagado\\n\\n--- FACTURA ---\\n\\nRAFAEL DIEGO ALMONTE GARCIA\\nRNC EMISOR: 03100932221\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TITO ANTONIO RAMIREZ SENA\\nRNC CLIENTE: 40224758074\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322099967057\\nFACTURA NO.: 8396058\\nAUTORIZACION: 935253123\\nTELEFONO: 809-906-2620\\nFECHA: 10/04/2025  HORA: 08:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES   23,387.99\\n    1  SERVICIO  IMPRESION FULL COLOR         7,738.50\\n    1  SERVICIO  DISENO GRAFICO               2,024.00\\n    5  UNIDAD    TARJETAS DE PRESENTACION    12,600.00\\n    5  UNIDAD    BANNER PUBLICITARIO         23,835.00\\n----------------------------------------------\\nSUBTOTAL RD$       69,585.49\\nIMPUESTO ITBIS RD$      12,525.39\\nTOTAL RD$          82,110.88\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 8918099\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 81134062\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nBAIGUATE TRAINING TEAM\\nRNC EMISOR: 130098646\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BERUSCA C POR A\\nRNC CLIENTE: 130292159\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0186942693\\nFACTURA NO.: 9226279\\nAUTORIZACION: 523149380\\nTELEFONO: 809-757-8736\\nFECHA: 05/03/2024  HORA: 14:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   58,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    29,000.00\\n    1  MES       SUPERVISION DE OBRA         42,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      146,500.00\\nITBIS RD$      26,370.00\\nTOTAL RD$         172,870.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 645162\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 31162672\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\nEntregado\"}","template_ids":[5,12,4],"business_categories":["comercio_general","publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130068313","03100932221","130098646"],"invoice_ids":["inv_7fb93cdf896fa6777355","inv_8e328ccfcc9192f9fcc5","inv_35f3e32881560a73afc7"],"observation_id":"obs_72c00330d2e445d39a80","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.79,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.634,"brightness_factor":1.055,"blur_sigma":0.61,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.18,"jpeg_quality":81,"documents":[{"rotation_deg":-0.289,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.039,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.128,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"MRC"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16386525827118988562,"difficulty":"hard","split":"validation"}
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{"image":"images/606_006782.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130295751\",\"ncf\":\"E449325101342\",\"fecha_comprobante\":\"20251116\",\"monto_facturado_servicios\":28643.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"C & P BROTHERS INVESTMENT SRL\\nC & P BROTHERS INVESTMENT SRL\\nRNC: 130295751\\nCLIENTE: IMPACT CLEAN SRL\\nRNC CLIENTE: 133700646\\nFACTURA DE CREDITO FISCAL\\nNCF E449325101342\\nFACTURA NO.: 5236409\\nAUTORIZACION: 769529666\\nTELEFONO: 809-589-2772\\nFECHA: 16/11/2025  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       28,643.00\\n----------------------------------------------\\nSUBTOTAL RD$       28,643.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          28,643.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5254073\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 24633912\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130295751"],"invoice_ids":["inv_015dbe3ddbfec2295eab"],"observation_id":"obs_512cce7cc9931ce25f8a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.56,"augmentation_metadata":{"downscale_factor":0.864,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":0.906,"brightness_factor":0.89,"blur_sigma":0.21,"crop_applied":true,"camera_distance_factors":[0.904],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.03,"jpeg_quality":81,"documents":[{"rotation_deg":-3.778,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":158434629778645674,"difficulty":"medium","split":"train"}
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{"image":"images/607_006785.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430357944\",\"ncf\":\"B0241357901\",\"fecha_comprobante\":\"20250723\",\"monto_facturado\":3936.00,\"itbis_facturado\":708.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":4644.48,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132809327\",\"ncf\":\"B1513678150\",\"fecha_comprobante\":\"20250902\",\"monto_facturado\":14642.00,\"itbis_facturado\":2635.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17277.56,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGROVETERINARIA DON TINO\\nRNC EMISOR: 40225693478\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION ALIANZA CRISTIANA\\nDOMINICANA\\nRNC CLIENTE: 430357944\\nFACTURA DE CREDITO FISCAL\\nNCF: B0241357901\\nFACTURA NO.: 9772020\\nAUTORIZACION: 827568835\\nTELEFONO: 809-650-5582\\nFECHA: 23/07/2025  HORA: 19:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,936.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,936.00\\nITBIS RD$         708.48\\nTOTAL RD$           4,644.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3016211\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nVASINC\\nRNC EMISOR: 132396839\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO KALANT SRL\\nRNC CLIENTE: 132809327\\nFACTURA DE CREDITO FISCAL\\nNCF: B1513678150\\nFACTURA NO.: 7878040\\nAUTORIZACION: 461232815\\nTELEFONO: 809-470-6762\\nFECHA: 02/09/2025  HORA: 15:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  LIBRA     ALAMBRE DULCE CALIBRE 18       356.00\\n  117  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    6,786.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    7,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       14,642.00\\nIMPUESTO ITBIS RD$       2,635.56\\nTOTAL RD$          17,277.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2883065\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[1,10],"business_categories":["comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40225693478","132396839"],"invoice_ids":["inv_7c3e64485e83302791e6","inv_50af40b11b2f0db03bb7"],"observation_id":"obs_72e85d00714f772ef04d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.54,"augmentation_metadata":{"downscale_factor":0.819,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.918,"brightness_factor":0.972,"blur_sigma":0.555,"crop_applied":true,"camera_distance_factors":[0.933,0.949],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":31.5,"jpeg_quality":77,"documents":[{"rotation_deg":3.004,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.146,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14848865158884541462,"difficulty":"medium","split":"train"}
{"image":"images/606_006786.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133000182\",\"ncf\":\"B1462794175\",\"fecha_comprobante\":\"20250330\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1042.80,\"itbis_facturado\":132.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"J&A JOANNELLY FIGUEROA\\nJ&A JOANNELLY FIGUEROA SRL\\nRNC EMISOR: 133000182\\nCLIENTE: OBBONES SRL\\nRNC CLIENTE: 133487551\\nFACTURA DE CREDITO FISCAL\\nNCF B1462794175\\nFACTURA NO.: 6545192\\nAUTORIZACION: 541120744\\nTELEFONO: 809-411-5975\\nFECHA: 30/03/2025  HORA: 16:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    JUGO ENVASADO 1 LITRO          735.00\\n    4  LITRO     LECHE UHT 1 LITRO              307.80\\n----------------------------------------------\\nSUB-TOTAL RD$        1,042.80\\nITBIS RD$         132.30\\nTOTAL RD$           1,175.10\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8436780\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 21429697\\nCANT. UND. DESCRIPCION IMPORTE\\nENTREGADO\"}","template_ids":[7],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["133000182"],"invoice_ids":["inv_e3db79cfedd412dcc764"],"observation_id":"obs_8b0946478e7287be9069","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":6.08,"augmentation_metadata":{"downscale_factor":0.862,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.914,"brightness_factor":0.917,"blur_sigma":0.37,"crop_applied":false,"camera_distance_factors":[0.948],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.46,"jpeg_quality":91,"documents":[{"rotation_deg":0.556,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12001985051806138535,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 89219714\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nID BUENA INVERSION DOMINICANA S A\\nRNC EMISOR: 130579342\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ACADEMIA DE LENGUAS VLLA SRL\\nRNC CLIENTE: 131163831\\nFACTURA DE CREDITO FISCAL\\nNCF E448176704130\\nFACTURA NO.: 9645377\\nAUTORIZACION: 34277590\\nTELEFONO: 809-459-3597\\nFECHA: 23/01/2024  HORA: 16:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   26,619.00\\n    1  SERVICIO  COMISION INMOBILIARIA      230,552.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      257,171.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         257,171.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9284578\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 82134712\\nREM\\nPagado\\n\\n--- FACTURA ---\\n\\nDIEME ITALY\\nRNC EMISOR: 131264638\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA MELINA VARGAS GALVAN\\nRNC CLIENTE: 22500171875\\nFACTURA DE CREDITO FISCAL\\nNCF: B1456229819\\nFACTURA NO.: 6686471\\nAUTORIZACION: 508674322\\nTELEFONO: 809-632-2017\\nFECHA: 09/05/2024  HORA: 16:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      268.99\\n    7  UNIDAD    TOMA CORRIENTE DOBLE         1,687.00\\n    1  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    1,656.99\\n    5  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS    1,287.50\\n    1  SERVICIO  INSTALACION ELECTRICA        2,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,400.48\\nITBIS RD$       1,332.09\\nTOTAL RD$           8,732.57\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 101241\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 85137892\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nWRIEL DEL ROSARIO GARCIA\\nRNC EMISOR: 22500615848\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEDRO JOSE GERALDINO DOMINGUEZ\\nRNC CLIENTE: 130126453\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449847708010\\nFACTURA NO.: 9760202\\nAUTORIZACION: 849494265\\nTELEFONO: 809-619-1830\\nFECHA: 13/08/2024  HORA: 13:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     315.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     441.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,136.00\\n-------------------------------------------\\nSUBTOTAL RD$       31,892.00\\nIMPUESTO ITBIS RD$       5,740.56\\nTOTAL RD$          37,632.56\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 3664755\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,6,5],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132078799","40222080299","22500615848"],"invoice_ids":["inv_6916cdf91291707974e1","inv_3396c0440bddd809d942","inv_19646f3e09171432967d"],"observation_id":"obs_10e0af8fa0d4cd38f500","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.81,"augmentation_metadata":{"downscale_factor":0.796,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.757,"brightness_factor":1.038,"blur_sigma":0.423,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.43,"jpeg_quality":86,"documents":[{"rotation_deg":0.08,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.164,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.656,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1182919627664722184,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 72991111\\n\\n--- FACTURA ---\\n\\nRODOLFO MARTE GUZMAN GUZMAN\\nRNC EMISOR: 02600313692\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TECH DOMINICANA KCK SRL\\nRNC CLIENTE: 133481871\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327488598336\\nFACTURA NO.: 2289579\\nAUTORIZACION: 326973114\\nTELEFONO: 809-262-1936\\nFECHA: 25/12/2025  HORA: 20:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO             8,920.00\\n    3  UNIDAD    MATERIAL DE OFICINA          1,304.85\\n----------------------------------------------\\nSUBTOTAL RD$       10,224.85\\nITBIS RD$       1,840.47\\nTOTAL RD$          12,065.32\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 679848\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 30605563\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nRecibido\"}","template_ids":[4,5,10],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03101073132","00113172324","02600313692"],"invoice_ids":["inv_009798ff6882a626fa4b","inv_82e60b387e0221a03ebf","inv_fc7dec66b56dcb1c8b10"],"observation_id":"obs_581236d2bcb0d0f3ccc3","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.948,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.963,"brightness_factor":1.01,"blur_sigma":0.203,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.65,"jpeg_quality":93,"documents":[{"rotation_deg":0.467,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.204,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.26,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10747915472549327139,"difficulty":"hard","split":"validation"}
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{"image":"images/606_006814.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130689024\",\"ncf\":\"B0244369948\",\"fecha_comprobante\":\"20250219\",\"monto_facturado_servicios\":911.50,\"monto_facturado_bienes\":24060.00,\"itbis_facturado\":4494.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"BONAITO SERVICE EIRL\\nBONAITO SERVICE EIRL\\nRNC EMISOR: 130689024\\nCLIENTE: AVIESSEL MUÑOZ DE LA CRUZ\\nRNC CLIENTE: 40224893681\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0244369948\\nFACTURA NO.: 4647843\\nAUTORIZACION: 646113831\\nTELEFONO: 809-497-7078\\nFECHA: 19/02/2025  HORA: 14:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,615.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  22,445.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     911.50\\n-------------------------------------------\\nSUBTOTAL RD$       24,971.50\\nITBIS RD$       4,494.87\\nTOTAL RD$          29,466.37\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 9125703\\nGRACIAS POR SU COMPRA\\nRecibido\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130689024"],"invoice_ids":["inv_fd8c6e83bbc2326c1c9e"],"observation_id":"obs_5a63254fdd144e4d082f","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":10.75,"augmentation_metadata":{"downscale_factor":0.755,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.735,"brightness_factor":1.07,"blur_sigma":0.417,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.09,"jpeg_quality":78,"documents":[{"rotation_deg":-0.773,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15525442721902505666,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 80898405\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPagado\\n\\n--- FACTURA ---\\n\\nREPRESENTACIONES & SUMINIST SA\\nREPRESENTACIONES & SUMINIST SA\\nRNC: 101169087\\nCLIENTE: HERRERIA KANIN GROUP SRL\\nRNC CLIENTE: 133432732\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451388764206\\nFACTURA NO.: 0109926\\nAUTORIZACION: 237863283\\nTELEFONO: 809-213-6324\\nFECHA: 19/09/2025  HORA: 15:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,275.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         2,399.85\\n----------------------------------------------\\nSUBTOTAL RD$        3,674.85\\nIMPUESTO ITBIS RD$         661.47\\nTOTAL RD$           4,336.32\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1012413\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nEVELYN RAFAELINA ESTEVEZ PERALTA\\nEVELYN RAFAELINA ESTEVEZ PERALTA\\nRNC 04600331377\\nCLIENTE: FIDEICOMISO IRREVOCABLE DE DESARROLLO I\\nRNC CLIENTE: 132279532\\nFACTURA DE CREDITO FISCAL\\nNCF: B0157534470\\nFACTURA NO.: 5899157\\nAUTORIZACION: 513970147\\nTELEFONO: 809-483-4785\\nFECHA: 28/03/2024  HORA: 19:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   41,000.00\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       68,500.00\\nIMPUESTO ITBIS RD$      12,330.00\\nTOTAL RD$          80,830.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8272800\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nANGEL MARIA MEJIA GUERRERO\\nANGEL MARIA MEJIA GUERRERO\\nRNC: 00100835321\\nCLIENTE: FUNDACION DOMINICANOS DE BUENA VOLUNTAD\\nRNC CLIENTE: 430024092\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0115903924\\nFACTURA NO.: 1639190\\nAUTORIZACION: 51046138\\nTELEFONO: 809-530-3570\\nFECHA: 05/08/2025  HORA: 11:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       24,899.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    5,510.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    4,271.50\\n----------------------------------------------\\nSUBTOTAL RD$       34,681.49\\nIMPUESTO ITBIS RD$       6,242.67\\nTOTAL RD$          40,924.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8656266\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 64601903\\nDETALLE DE SERVICIOS\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nMUNDI ROSE\\nMUNDI ROSE SRL\\nRNC 130541396\\nCLIENTE: LAURA ESTEFANY MEDINA GONZALEZ\\nRNC CLIENTE: 40222447506\\nFACTURA DE CREDITO FISCAL\\nNCF: B1596754618\\nFACTURA NO.: 2990654\\nAUTORIZACION: 698646391\\nTELEFONO: 809-211-8673\\nFECHA: 09/05/2024  HORA: 08:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    INTERRUPTOR SENCILLO           580.00\\n    3  UNIDAD    CERRADURA DE POMO            3,372.00\\n    4  UNIDAD    TUBO PVC PRESION 2 PULGADAS    4,800.00\\n   10  LIBRA     ALAMBRE DULCE CALIBRE 18       799.90\\n    4  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      251.96\\n----------------------------------------------\\nBASE IMPONIBLE RD$        9,803.86\\nITBIS RD$       1,764.69\\nTOTAL RD$          11,568.55\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 4878569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 36336923\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[7,4,13],"business_categories":["profesional","inmobiliario","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["101852585","00100835321","130541396"],"invoice_ids":["inv_41fb3708d8fe974b7d3e","inv_077fe2e80b0728b316f1","inv_4275bc2e614f8a90e813"],"observation_id":"obs_ac395d8cf88cf97ebeb9","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.823,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.744,"brightness_factor":1.067,"blur_sigma":0.641,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.04,"jpeg_quality":86,"documents":[{"rotation_deg":-0.115,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.947,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.271,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6004119996421961828,"difficulty":"hard","split":"train"}
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{"image":"images/606_006826.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101820835\",\"ncf\":\"E459398422128\",\"fecha_comprobante\":\"20240511\",\"monto_facturado_servicios\":730.95,\"monto_facturado_bienes\":28882.95,\"itbis_facturado\":5330.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"COMPRA VENTA MIGULINA\\nJUAN DE LA CRUZ LOPEZ ROMAN\\nRNC: 00101820835\\nCLIENTE: TALLERES PENA CXA\\nRNC CLIENTE: 101067799\\nFACTURA DE CREDITO FISCAL\\nNCF E459398422128\\nFACTURA NO.: 4627018\\nAUTORIZACION: 913975033\\nTELEFONO: 809-274-9628\\nFECHA: 11/05/2024  HORA: 09:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,824.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     730.95\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,754.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     304.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,613.90\\nIMPUESTO ITBIS RD$       5,330.50\\nTOTAL RD$          34,944.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3489777\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 55042330\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00101820835"],"invoice_ids":["inv_c3e39354a28f0d17a155"],"observation_id":"obs_7fa300c7eaa5514a815c","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.56,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":1.024,"brightness_factor":0.924,"blur_sigma":0.394,"crop_applied":true,"camera_distance_factors":[0.935],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.86,"jpeg_quality":92,"documents":[{"rotation_deg":0.848,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":371588725147436653,"difficulty":"light","split":"train"}
{"image":"images/607_006827.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02500004045\",\"ncf\":\"B1520104643\",\"fecha_comprobante\":\"20240813\",\"monto_facturado\":62442.00,\"itbis_facturado\":11239.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":52.21,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":73733.77,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131106511\",\"ncf\":\"B0113751054\",\"fecha_comprobante\":\"20240915\",\"monto_facturado\":24540.85,\"itbis_facturado\":4417.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":28958.20,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MVG TRAVEL\\nRNC EMISOR: 133529424\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE AUGUSTO ZORRILLA BOBADILLA\\nRNC CLIENTE: 02500004045\\nFACTURA DE CREDITO FISCAL\\nNCF: B1520104643\\nFACTURA NO.: 4851330\\nAUTORIZACION: 952417551\\nTELEFONO: 809-495-7042\\nFECHA: 13/08/2024  HORA: 12:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      16,000.00\\n    1  MES       SUPERVISION DE OBRA         28,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      13,500.00\\n    2  PAGINA    TRADUCCION DE DOCUMENTOS     4,942.00\\n----------------------------------------------\\nSUBTOTAL RD$       62,442.00\\nITBIS RD$      11,239.56\\nOTROS IMPUESTOS RD$      52.21\\nTOTAL RD$          73,733.77\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 5636936\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 37750599\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nEMPRENDEDURISMO NACIONAL EKRAM\\nRNC EMISOR: 132214692\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OYMOS SRL\\nRNC CLIENTE: 131106511\\nFACTURA DE CREDITO FISCAL\\nNCF: B0113751054\\nFACTURA NO.: 1846029\\nAUTORIZACION: 649244047\\nTELEFONO: 809-782-8943\\nFECHA: 15/09/2024  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,145.85\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,610.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,523.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,262.00\\n-------------------------------------------\\nSUB-TOTAL RD$       24,540.85\\nITBIS RD$       4,417.35\\nTOTAL RD$          28,958.20\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6860808\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 51785024\"}","template_ids":[11,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133529424","132214692"],"invoice_ids":["inv_cb0d4151c887f4316709","inv_56611a1e60ce70d68153"],"observation_id":"obs_c2adb9a407deed32c640","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":4.45,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.074,"brightness_factor":0.94,"blur_sigma":0.661,"crop_applied":true,"camera_distance_factors":[0.943,0.945],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":75.95,"jpeg_quality":91,"documents":[{"rotation_deg":3.922,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.175,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11621489404686357182,"difficulty":"medium","split":"train"}
{"image":"images/606_006828.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109778852\",\"ncf\":\"E310445972888\",\"fecha_comprobante\":\"20250607\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":29198.80,\"itbis_facturado\":5255.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":39.12,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130275132\",\"ncf\":\"E323612853002\",\"fecha_comprobante\":\"20241130\",\"monto_facturado_servicios\":1995.00,\"monto_facturado_bienes\":7020.00,\"itbis_facturado\":1622.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RADIADORES TONY\\nLUIS ULISES CABRERA\\nRNC EMISOR: 00109778852\\nCLIENTE: CARLOS ALBERTO FERNANDEZ SANCHEZ\\nRNC CLIENTE: 03103685388\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310445972888\\nFACTURA NO.: 0035886\\nAUTORIZACION: 344536543\\nTELEFONO: 809-883-4071\\nFECHA: 07/06/2025  HORA: 19:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,960.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  17,703.80\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,570.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,965.00\\n-------------------------------------------\\nSUBTOTAL RD$       29,198.80\\nITBIS 18% RD$       5,255.78\\nOTROS IMPUESTOS RD$      39.12\\nTOTAL RD$          34,493.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3678146\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 48184596\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nDISTRIBUIDORA DE AGUA MUNDO NATURAL S A\\nDISTRIBUIDORA DE AGUA MUNDO NATURAL S A\\nRNC 130275132\\nCLIENTE: COLEGIO CRISTIANO RBA SRL\\nRNC CLIENTE: 131979378\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323612853002\\nFACTURA NO.: 4645266\\nAUTORIZACION: 566604643\\nTELEFONO: 809-932-3517\\nFECHA: 30/11/2024  HORA: 18:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  SERVICIO  SERVICIO DE ENTREGA          1,995.00\\n    4  UNIDAD    MATERIAL DE OFICINA          7,020.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,015.00\\nITBIS RD$       1,622.70\\nTOTAL RD$          10,637.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7570948\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 75337253\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nVerificado\"}","template_ids":[5,10],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00109778852","130275132"],"invoice_ids":["inv_3d5f2f453f9765c72483","inv_cd2ebcc8d05a1f54085f"],"observation_id":"obs_c8d19e09bc496eb213ca","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.85,"augmentation_metadata":{"downscale_factor":0.794,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.941,"brightness_factor":0.933,"blur_sigma":0.149,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":57.95,"jpeg_quality":91,"documents":[{"rotation_deg":1.573,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-2.525,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16689617457701399268,"difficulty":"hard","split":"validation"}
{"image":"images/607_006829.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133728486\",\"ncf\":\"E318025743607\",\"fecha_comprobante\":\"20241012\",\"monto_facturado\":1985.00,\"itbis_facturado\":357.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2342.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101142227\",\"ncf\":\"E443054708787\",\"fecha_comprobante\":\"20240721\",\"monto_facturado\":23148.90,\"itbis_facturado\":4166.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18825.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8490.37,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RODRIMANUELMULTIPLE DR\\nRNC EMISOR: 133082721\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VIAME TRANSPORTE SRL\\nRNC CLIENTE: 133728486\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318025743607\\nFACTURA NO.: 6413746\\nAUTORIZACION: 435553785\\nTELEFONO: 809-893-3847\\nFECHA: 12/10/2024  HORA: 17:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,985.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,985.00\\nIMPUESTO ITBIS RD$         357.30\\nTOTAL RD$           2,342.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6993619\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 42170835\\nRD\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nSADEL COMERCIAL\\nRNC EMISOR: 130791023\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSORCIO ANTILLANO EXPORTACION\\nRNC CLIENTE: 101142227\\nFACTURA DE CREDITO FISCAL\\nNCF E443054708787\\nFACTURA NO.: 0043002\\nAUTORIZACION: 860903229\\nTELEFONO: 809-462-3711\\nFECHA: 21/07/2024  HORA: 14:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ACEITE DE MOTOR              2,724.00\\n    3  UNIDAD    FILTRO DE ACEITE             2,526.00\\n    1  SERVICIO  REPARACION MECANICA          8,397.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     4,328.00\\n    2  UNIDAD    JUEGO DE PASTILLAS DE FRENO    5,173.90\\n----------------------------------------------\\nBASE IMPONIBLE RD$       23,148.90\\nITBIS 18% RD$       4,166.80\\nTOTAL RD$          27,315.70\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2668647\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 45979247\"}","template_ids":[0,3],"business_categories":["comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133082721","130791023"],"invoice_ids":["inv_981d0039f55d4b13984e","inv_2c155929641680a3e855"],"observation_id":"obs_797f892b109eceb738fe","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.848,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.987,"brightness_factor":0.944,"blur_sigma":0.151,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.92,"jpeg_quality":78,"documents":[{"rotation_deg":1.811,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.737,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RD"},{"kind":"none","text":""}]},"num_invoices":2,"seed":15019810086347206513,"difficulty":"hard","split":"train"}
{"image":"images/606_006830.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101254126\",\"ncf\":\"B0251887807\",\"fecha_comprobante\":\"20250625\",\"monto_facturado_servicios\":218162.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":39269.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SUPLIJOCA\\nJOFIEL CASTILLO PAULINO\\nRNC: 00101254126\\nCLIENTE: MARMOLERIA ITALTOP S R L\\nRNC CLIENTE: 130034372\\nFACTURA DE CREDITO FISCAL\\nNCF: B0251887807\\nFACTURA NO.: 6994093\\nAUTORIZACION: 330079727\\nTELEFONO: 809-661-2677\\nFECHA: 25/06/2025  HORA: 18:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       10,000.00\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS    45,162.00\\n    1  SERVICIO  ELABORACION DE INFORME      16,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   81,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    66,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      218,162.00\\nITBIS 18% RD$      39,269.16\\nTOTAL RD$         257,431.16\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7597240\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00101254126"],"invoice_ids":["inv_7acc20f90c10d3471008"],"observation_id":"obs_0ec8b0dc136f3828b666","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.752,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.711,"brightness_factor":1.01,"blur_sigma":0.529,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.17,"jpeg_quality":80,"documents":[{"rotation_deg":-1.104,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9685685029932092485,"difficulty":"medium","split":"train"}
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{"image":"images/606_006834.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130283087\",\"ncf\":\"B1555498521\",\"fecha_comprobante\":\"20240818\",\"monto_facturado_servicios\":1182.95,\"monto_facturado_bienes\":47471.46,\"itbis_facturado\":8757.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LINO LUNA IMPORT C POR A\\nLINO LUNA IMPORT C POR A\\nRNC EMISOR: 130283087\\nCLIENTE: ANDRIX DILONE\\nRNC CLIENTE: 04800702104\\nFACTURA DE CREDITO FISCAL\\nNCF: B1555498521\\nFACTURA NO.: 3943674\\nAUTORIZACION: 222629060\\nTELEFONO: 809-303-3099\\nFECHA: 18/08/2024  HORA: 08:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,182.95\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,180.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  25,531.96\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,425.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     334.50\\n-------------------------------------------\\nSUB-TOTAL RD$       48,654.41\\nIMPUESTO ITBIS RD$       8,757.79\\nTOTAL RD$          57,412.20\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6321940\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 67007257\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130283087"],"invoice_ids":["inv_44e707f1af47964d29d2"],"observation_id":"obs_be8dca7fcaabc52b5fec","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.26,"augmentation_metadata":{"downscale_factor":0.792,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":1.005,"brightness_factor":0.976,"blur_sigma":0.481,"crop_applied":false,"camera_distance_factors":[0.988],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.86,"jpeg_quality":88,"documents":[{"rotation_deg":-2.185,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16714901107877738440,"difficulty":"medium","split":"test"}
{"image":"images/607_006835.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132669754\",\"ncf\":\"B0121582832\",\"fecha_comprobante\":\"20241217\",\"monto_facturado\":15033.45,\"itbis_facturado\":2706.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":17739.47,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40226711048\",\"ncf\":\"B0218190212\",\"fecha_comprobante\":\"20240407\",\"monto_facturado\":620.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":620.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430227099\",\"ncf\":\"E318567375141\",\"fecha_comprobante\":\"20250520\",\"monto_facturado\":25150.96,\"itbis_facturado\":4527.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":29678.13,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PLANTOLOGOS PALAMARA EIRL\\nRNC EMISOR: 131281338\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: POPIWASTYLE SRL\\nRNC CLIENTE: 132669754\\nFACTURA DE CREDITO FISCAL\\nNCF: B0121582832\\nFACTURA NO.: 1924277\\nAUTORIZACION: 281820664\\nTELEFONO: 809-925-4053\\nFECHA: 17/12/2024  HORA: 20:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            912.95\\n    1  UNIDAD    REPUESTO Y ACCESORIO         2,506.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           549.00\\n    5  UNIDAD    EQUIPO ELECTRICO            11,065.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,033.45\\nIMPUESTO ITBIS RD$       2,706.02\\nTOTAL RD$          17,739.47\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1000306\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 10467277\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nROBERTO ROSARIO MESSON CAPELLAN\\nRNC EMISOR: 03700946217\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA ELENA FERREIRA CORONADO\\nRNC CLIENTE: 40226711048\\nFACTURA DE CREDITO FISCAL\\nNCF B0218190212\\nFACTURA NO.: 0638471\\nAUTORIZACION: 971029216\\nTELEFONO: 809-969-1159\\nFECHA: 07/04/2024  HORA: 08:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    6  LIBRA     AZUCAR CREMA LIBRA             228.00\\n    2  UNIDAD    HABICHUELAS 800 G              282.00\\n    1  PAQUETE   AVENA EN HOJUELAS 500 G        110.00\\n----------------------------------------------\\nSUB-TOTAL RD$          620.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             620.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9175532\\nGRACIAS POR SU COMPRA\\nCANT. UND. 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{"image":"images/607_006851.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04100159799\",\"ncf\":\"E321734538807\",\"fecha_comprobante\":\"20240820\",\"monto_facturado\":67000.00,\"itbis_facturado\":12060.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":5.65,\"monto_propina_legal\":0.00,\"efectivo\":55961.81,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":23103.84,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OFICINA DE ABOGADO CARMEN OLIVO\\nRNC EMISOR: 03100977572\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO ANTONIO VERAS TATIS\\nRNC CLIENTE: 04100159799\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321734538807\\nFACTURA NO.: 1802075\\nAUTORIZACION: 21284868\\nTELEFONO: 809-543-4611\\nFECHA: 20/08/2024  HORA: 11:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       40,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      17,000.00\\n    1  SERVICIO  ASESORIA TECNICA            10,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       67,000.00\\nITBIS RD$      12,060.00\\nOTROS IMPUESTOS RD$       5.65\\nTOTAL RD$          79,065.65\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9092850\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 41329530\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03100977572"],"invoice_ids":["inv_93902aec8accd1c58bc9"],"observation_id":"obs_86d93c5de3ee624a35d6","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.866,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":1.041,"brightness_factor":0.927,"blur_sigma":0.318,"crop_applied":false,"camera_distance_factors":[0.993],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.05,"jpeg_quality":87,"documents":[{"rotation_deg":0.559,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11158979309314453854,"difficulty":"light","split":"test"}
{"image":"images/606_006852.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40227412935\",\"ncf\":\"B1401066924\",\"fecha_comprobante\":\"20250203\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10340.97,\"itbis_facturado\":1861.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"WENDI STEPHANY HERRERA HERRERA\\nWENDI STEPHANY HERRERA HERRERA\\nRNC 40227412935\\nCLIENTE: ALMACENES GUARINA CXA\\nRNC CLIENTE: 101035382\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1401066924\\nFACTURA NO.: 2696414\\nAUTORIZACION: 303936485\\nTELEFONO: 809-731-6743\\nFECHA: 03/02/2025  HORA: 19:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        10,340.97\\n----------------------------------------------\\nSUBTOTAL RD$       10,340.97\\nITBIS RD$       1,861.37\\nTOTAL RD$          12,202.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5299677\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 32777352\\nWSH\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40227412935"],"invoice_ids":["inv_58cf5da6478325f69bcb"],"observation_id":"obs_b8c9c737b16fa09377b9","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.42,"augmentation_metadata":{"downscale_factor":0.955,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":0.988,"brightness_factor":0.942,"blur_sigma":0.325,"crop_applied":false,"camera_distance_factors":[0.964],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.86,"jpeg_quality":96,"documents":[{"rotation_deg":0.867,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"WSH"}]},"num_invoices":1,"seed":897061856484127818,"difficulty":"light","split":"validation"}
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{"image":"images/606_006854.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04900250418\",\"ncf\":\"E327238609199\",\"fecha_comprobante\":\"20251003\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":18865.00,\"itbis_facturado\":1339.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":29.48,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JULIO REYES\\nJULIO REYES\\nRNC: 04900250418\\nCLIENTE: CLARISTHEL SOTO PEGUERO\\nRNC CLIENTE: 00300817947\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327238609199\\nFACTURA NO.: 3742692\\nAUTORIZACION: 100613510\\nTELEFONO: 809-426-5598\\nFECHA: 03/10/2025  HORA: 15:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  QUINTAL   ARROZ EN CASCARA\\n                                  11,211.00\\n    4  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   7,444.00\\n    5  UNIDAD    PLATANO BARAHONERO\\n                                     210.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,865.00\\nITBIS RD$       1,339.92\\nOTROS IMPUESTOS RD$      29.48\\nTOTAL RD$          20,234.40\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1003905\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 55050899\"}","template_ids":[1],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["04900250418"],"invoice_ids":["inv_e1bc0a51c01a428a6763"],"observation_id":"obs_bae572e11dd438d83ca4","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.57,"augmentation_metadata":{"downscale_factor":0.955,"red_scale":1.045,"blue_scale":0.955,"contrast_factor":0.984,"brightness_factor":0.979,"blur_sigma":0.16,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.1,"jpeg_quality":96,"documents":[{"rotation_deg":-0.792,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9191827128634355801,"difficulty":"light","split":"train"}
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{"image":"images/606_006856.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131713076\",\"ncf\":\"B1560930128\",\"fecha_comprobante\":\"20240808\",\"monto_facturado_servicios\":312792.98,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":61.31,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"INMOBILIARIA GRUPAL\\nINMOBILIARIA GRUPAL SRL\\nRNC 131713076\\nCLIENTE: SUPERMERCADO DANIEL EIRL\\nRNC CLIENTE: 130604134\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1560930128\\nFACTURA NO.: 3577490\\nAUTORIZACION: 407373615\\nTELEFONO: 809-399-2695\\nFECHA: 08/08/2024  HORA: 09:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL           59,653.98\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,070.00\\n    1  SERVICIO  COMISION INMOBILIARIA      189,755.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   15,078.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       30,236.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      312,792.98\\nITBIS 18% RD$           0.00\\nOTROS IMPUESTOS RD$      61.31\\nTOTAL RD$         312,854.29\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1821242\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 29651485\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131713076"],"invoice_ids":["inv_d8bdeb2805e2f794c600"],"observation_id":"obs_6f8eff4226a49c9b86ea","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.701,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.047,"brightness_factor":0.946,"blur_sigma":0.378,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.98,"jpeg_quality":92,"documents":[{"rotation_deg":0.447,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12125383690724461653,"difficulty":"hard","split":"train"}
{"image":"images/607_006857.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132829107\",\"ncf\":\"E314365570317\",\"fecha_comprobante\":\"20240210\",\"monto_facturado\":418.00,\"itbis_facturado\":75.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":493.24,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YEIMY DEL CARMEN PEREZ\\nRNC EMISOR: 00112598669\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AUTO REPUESTO KURE SRL\\nRNC CLIENTE: 132829107\\nFACTURA DE CREDITO FISCAL\\nNCF: E314365570317\\nFACTURA NO.: 3812133\\nAUTORIZACION: 299851233\\nTELEFONO: 809-615-6152\\nFECHA: 10/02/2024  HORA: 16:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REFRESCO\\n                                     418.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          418.00\\nIMPUESTO ITBIS RD$          75.24\\nTOTAL RD$             493.24\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5836024\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 69819081\"}","template_ids":[1],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["00112598669"],"invoice_ids":["inv_522074c31e11c7307fe4"],"observation_id":"obs_3f2b4714dac76ce55302","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.4,"augmentation_metadata":{"downscale_factor":0.868,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.083,"brightness_factor":0.855,"blur_sigma":0.382,"crop_applied":false,"camera_distance_factors":[0.89],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.5,"jpeg_quality":95,"documents":[{"rotation_deg":1.471,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2416194756850212876,"difficulty":"light","split":"train"}
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{"image":"images/607_006863.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131698052\",\"ncf\":\"E318908244536\",\"fecha_comprobante\":\"20240824\",\"monto_facturado\":10736.95,\"itbis_facturado\":1932.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12669.60,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OPERADORA DE FRANQUICIAS MOVIEMAX S A\\nRNC EMISOR: 122010272\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FEBRITECH EIRL\\nRNC CLIENTE: 131698052\\nFACTURA DE CREDITO FISCAL\\nNCF E318908244536\\nFACTURA NO.: 6278687\\nAUTORIZACION: 689322310\\nTELEFONO: 809-276-4767\\nFECHA: 24/08/2024  HORA: 14:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,585.95\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   4,216.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,935.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,736.95\\nIMPUESTO ITBIS RD$       1,932.65\\nTOTAL RD$          12,669.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2836628\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 33758373\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["122010272"],"invoice_ids":["inv_6d6e1cbefc182e843cf0"],"observation_id":"obs_6ed371c14047eae6c7ed","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.89,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.032,"brightness_factor":1.028,"blur_sigma":0.12,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.36,"jpeg_quality":94,"documents":[{"rotation_deg":0.636,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":472944205568629397,"difficulty":"light","split":"train"}
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UND. DESCRIPCION IMPORTE\\nVERIFICADO\\nRecibido\\n\\n--- FACTURA ---\\n\\nCOLEGIO RINCONCITO DE AMOR\\nCOLEGIO RINCONCITO DE AMOR SRL\\nRNC: 131354874\\nCLIENTE: FUNDACION DE APOYO FAMILIAR Y\\nCOMUNIDAD\\nRNC CLIENTE: 430423262\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451961953262\\nFACTURA NO.: 8274628\\nAUTORIZACION: 320094718\\nTELEFONO: 809-869-6087\\nFECHA: 20/08/2024  HORA: 14:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    LIBRO DE TEXTO\\n                                  11,826.00\\n    2  CURSO     CURSO DE CAPACITACION\\n                                  12,834.00\\n-------------------------------------------\\nSUBTOTAL RD$       24,660.00\\nITBIS RD$           0.00\\nTOTAL RD$          24,660.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3148846\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 99622558\"}","template_ids":[4,7,5],"business_categories":["profesional","inmobiliario","educacion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133406391","101044391","131354874"],"invoice_ids":["inv_1f9475a79b7730332320","inv_5cf79627d63f170ad1ba","inv_99f8343b401c4b94ea78"],"observation_id":"obs_37a373edd7863e394e76","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.65,"augmentation_metadata":{"downscale_factor":0.422,"red_scale":0.934,"blue_scale":1.066,"contrast_factor":1.019,"brightness_factor":1.054,"blur_sigma":0.99,"crop_applied":false,"camera_distance_factors":[0.894,0.965,0.958],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":54.17,"jpeg_quality":70,"documents":[{"rotation_deg":0.025,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.631,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.068,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4466142639729283363,"difficulty":"very_hard","split":"train"}
{"image":"images/607_006865.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"112106063\",\"ncf\":\"E320106002036\",\"fecha_comprobante\":\"20240902\",\"monto_facturado\":82096.50,\"itbis_facturado\":14777.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":96873.87,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133093936\",\"ncf\":\"B1482830496\",\"fecha_comprobante\":\"20241128\",\"monto_facturado\":162322.48,\"itbis_facturado\":29218.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":191540.53,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DIVIERA INMOBILIARIA Y SERVICIOS\\nRNC EMISOR: 132093593\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CASA DE FELICIDAD S R L\\nRNC CLIENTE: 112106063\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320106002036\\nFACTURA NO.: 7146132\\nAUTORIZACION: 758872654\\nTELEFONO: 809-990-7250\\nFECHA: 02/09/2024  HORA: 17:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   25,975.50\\n    3  SERVICIO  MANTENIMIENTO DE AREA COMUN   56,121.00\\n----------------------------------------------\\nSUBTOTAL RD$       82,096.50\\nITBIS RD$      14,777.37\\nTOTAL RD$          96,873.87\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9749991\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCRUZ & LIZ SERVICIOS INMOBILIARIO\\nRNC EMISOR: 132365951\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES ESPERTIN SRL\\nRNC CLIENTE: 133093936\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1482830496\\nFACTURA NO.: 8120135\\nAUTORIZACION: 126781011\\nTELEFONO: 809-484-3427\\nFECHA: 28/11/2024  HORA: 14:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  11,879.00\\n    2  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  49,097.98\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 101,345.50\\n-------------------------------------------\\nSUB-TOTAL RD$      162,322.48\\nITBIS 18% RD$      29,218.05\\nTOTAL RD$         191,540.53\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 2056786\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 88652684\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,0],"business_categories":["inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132093593","132365951"],"invoice_ids":["inv_260b61eafc30585a5cac","inv_72c6698f91a79408e3fc"],"observation_id":"obs_0fab20d11d4cf8f0f777","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.58,"augmentation_metadata":{"downscale_factor":0.405,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.876,"brightness_factor":0.902,"blur_sigma":0.642,"crop_applied":false,"camera_distance_factors":[0.936,0.9],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":60.6,"jpeg_quality":68,"documents":[{"rotation_deg":-2.092,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.931,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1331112199428899286,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_006866.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131600956\",\"ncf\":\"E451933027551\",\"fecha_comprobante\":\"20240303\",\"monto_facturado_servicios\":86000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15480.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"05600963457\",\"ncf\":\"B0165612639\",\"fecha_comprobante\":\"20240409\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3812.85,\"itbis_facturado\":686.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"TARDOR CULINARIO\\nTARDOR CULINARIO SRL\\nRNC: 131600956\\nCLIENTE: CONDOMINIO OCHO VILLAS\\nRNC CLIENTE: 430133752\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451933027551\\nFACTURA NO.: 0360496\\nAUTORIZACION: 501443896\\nTELEFONO: 809-461-1870\\nFECHA: 03/03/2024  HORA: 16:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       5,000.00\\n    1  SERVICIO  ASESORIA TECNICA            19,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       62,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       86,000.00\\nIMPUESTO ITBIS RD$      15,480.00\\nTOTAL RD$         101,480.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3722178\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 41000150\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nTC\\n\\n--- FACTURA ---\\n\\nFAUSTO MOREL PADILLA\\nFAUSTO MOREL PADILLA\\nRNC: 05600963457\\nCLIENTE: MIGUELINA\\nJIMENEZ\\nRNC CLIENTE: 02800644946\\nFACTURA DE CREDITO FISCAL\\nNCF B0165612639\\nFACTURA NO.: 3286762\\nAUTORIZACION: 546821485\\nTELEFONO: 809-708-5888\\nFECHA: 09/04/2024  HORA: 20:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,812.85\\n-------------------------------------------\\nSUB-TOTAL RD$        3,812.85\\nITBIS RD$         686.31\\nTOTAL RD$           4,499.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6571111\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 35914368\\nFMP\"}","template_ids":[13,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131600956","05600963457"],"invoice_ids":["inv_edd4a7e8dd690b676fb5","inv_4631072e0a8eb9d80f5f"],"observation_id":"obs_4c906868bf6d287c5f73","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.23,"augmentation_metadata":{"downscale_factor":0.788,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":1.087,"brightness_factor":1.053,"blur_sigma":0.207,"crop_applied":false,"camera_distance_factors":[0.894,0.988],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.33,"jpeg_quality":90,"documents":[{"rotation_deg":3.837,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.505,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TC"},{"kind":"initials","text":"FMP"}]},"num_invoices":2,"seed":18164805156811167940,"difficulty":"medium","split":"train"}
{"image":"images/607_006867.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130834318\",\"ncf\":\"B0127115255\",\"fecha_comprobante\":\"20240522\",\"monto_facturado\":167000.00,\"itbis_facturado\":30060.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":197060.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DR ENRIQUE CORTES VETERINARIA\\nRNC EMISOR: 00118143585\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RT MEDICAL SYSTEM SUPPORT SRL\\nRNC CLIENTE: 130834318\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0127115255\\nFACTURA NO.: 5451109\\nAUTORIZACION: 708687208\\nTELEFONO: 809-825-5818\\nFECHA: 22/05/2024  HORA: 12:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            17,000.00\\n    1  VISITA    INSPECCION TECNICA          20,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       46,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    84,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      167,000.00\\nITBIS 18% RD$      30,060.00\\nTOTAL RD$         197,060.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3036204\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 80401882\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00118143585"],"invoice_ids":["inv_4f3f3d9355be5bdcb1f8"],"observation_id":"obs_c585d95bb60d5b149f27","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.2,"augmentation_metadata":{"downscale_factor":0.915,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":1.065,"brightness_factor":1.018,"blur_sigma":0.377,"crop_applied":false,"camera_distance_factors":[0.944],"legibility_scale_corrections":[0.0],"final_contrast_stddev":93.69,"jpeg_quality":92,"documents":[{"rotation_deg":-1.348,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15450124390795329953,"difficulty":"light","split":"train"}
{"image":"images/606_006868.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131217796\",\"ncf\":\"B1412790943\",\"fecha_comprobante\":\"20240915\",\"monto_facturado_servicios\":1167.00,\"monto_facturado_bienes\":8693.99,\"itbis_facturado\":1774.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101575141\",\"ncf\":\"B0266065975\",\"fecha_comprobante\":\"20250702\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2942.50,\"itbis_facturado\":529.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40224932331\",\"ncf\":\"E315522323115\",\"fecha_comprobante\":\"20250214\",\"monto_facturado_servicios\":79500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40220429308\",\"ncf\":\"E458022926490\",\"fecha_comprobante\":\"20251114\",\"monto_facturado_servicios\":29552.00,\"monto_facturado_bienes\":21792.00,\"itbis_facturado\":9241.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"CONSTRUCTORA MAGNUS\\nCONSTRUCTORA MAGNUS SRL\\nRNC EMISOR: 131217796\\nCLIENTE: OMAR REYNOSO LEDESMA\\nRNC CLIENTE: 00111070686\\nFACTURA DE CREDITO FISCAL\\nNCF: B1412790943\\nFACTURA NO.: 9564069\\nAUTORIZACION: 548337200\\nTELEFONO: 809-877-2352\\nFECHA: 15/09/2024  HORA: 13:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,857.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,964.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,167.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   4,872.00\\n-------------------------------------------\\nSUB-TOTAL RD$        9,860.99\\nITBIS 18% RD$       1,774.98\\nTOTAL RD$          11,635.97\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5218200\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 38404053\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nREFRI-CORP S A\\nREFRI-CORP S A\\nRNC 101575141\\nCLIENTE: ASTACIO Y CAMPO S A\\nRNC CLIENTE: 101714174\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0266065975\\nFACTURA NO.: 1512710\\nAUTORIZACION: 869074912\\nTELEFONO: 809-304-6422\\nFECHA: 02/07/2025  HORA: 18:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,942.50\\n-------------------------------------------\\nSUBTOTAL RD$        2,942.50\\nITBIS RD$         529.65\\nTOTAL RD$           3,472.15\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8531748\\nGRACIAS POR SU COMPRA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nALBERTO ALEXANDER BETANCES REINOSO\\nALBERTO ALEXANDER BETANCES REINOSO\\nRNC EMISOR: 40224932331\\nCLIENTE: FREDIS MANUEL AZCONA BUENO\\nRNC CLIENTE: 03100751928\\nFACTURA DE CREDITO FISCAL\\nNCF E315522323115\\nFACTURA NO.: 6485790\\nAUTORIZACION: 118779446\\nTELEFONO: 809-634-9613\\nFECHA: 14/02/2025  HORA: 10:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  22,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  34,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  12,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  11,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       79,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          79,500.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6773271\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 88927091\\nAAB\\n\\n--- FACTURA ---\\n\\nGLENNYS MARIEL ADVINCOLA THEN\\nGLENNYS MARIEL ADVINCOLA THEN\\nRNC 40220429308\\nCLIENTE: THIERRY ALBERT PIERRE JAMME MONTAGNINI\\nRNC CLIENTE: 13400015080\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458022926490\\nFACTURA NO.: 1756442\\nAUTORIZACION: 672618317\\nTELEFONO: 809-377-8155\\nFECHA: 14/11/2025  HORA: 20:22\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                                  5,570.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                                 14,778.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                                  9,204.00\\n    3  UNIDAD    BANNER PUBLICITARIO\\n                                                 21,792.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       51,344.00\\nITBIS RD$       9,241.92\\nTOTAL RD$          60,585.92\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 616692\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 73624775\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\\n\\n--- FACTURA ---\\n\\nLUIS ERNESTO FLORENTINO DIAZ\\nRNC EMISOR: 00101032340\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESTANCIA INFANTIL CUENTOS MAGICOS SRL\\nRNC CLIENTE: 132276345\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457920060753\\nFACTURA NO.: 7350578\\nAUTORIZACION: 895658162\\nTELEFONO: 809-405-2329\\nFECHA: 27/01/2024  HORA: 16:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       38,227.00\\n    1  SERVICIO  COMISION INMOBILIARIA      227,638.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,395.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$      275,260.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$         275,260.50\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 981248\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_006879.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05100186203\",\"ncf\":\"E313864382904\",\"fecha_comprobante\":\"20250829\",\"monto_facturado\":5557.50,\"itbis_facturado\":1000.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4148.69,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2409.16,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ECONO MARKET KDPV\\nRNC EMISOR: 132764706\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANEUDY DE JESUS CORDERO PERALTA\\nRNC CLIENTE: 05100186203\\nFACTURA DE CREDITO FISCAL\\nNCF E313864382904\\nFACTURA NO.: 6401230\\nAUTORIZACION: 158863440\\nTELEFONO: 809-960-7124\\nFECHA: 29/08/2025  HORA: 14:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,827.50\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,730.00\\n-------------------------------------------\\nSUBTOTAL RD$        5,557.50\\nITBIS 18% RD$       1,000.35\\nTOTAL RD$           6,557.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3003309\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 29616349\\nEMK\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132764706"],"invoice_ids":["inv_dde254545b5649cd47b9"],"observation_id":"obs_69b6d9c2f5b812bddd75","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":10.06,"augmentation_metadata":{"downscale_factor":0.838,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":1.103,"brightness_factor":0.863,"blur_sigma":0.108,"crop_applied":false,"camera_distance_factors":[0.999],"legibility_scale_corrections":[0.0],"final_contrast_stddev":73.01,"jpeg_quality":94,"documents":[{"rotation_deg":-0.654,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EMK"}]},"num_invoices":1,"seed":18397255715801022509,"difficulty":"light","split":"train"}
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{"image":"images/606_006882.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131383785\",\"ncf\":\"E448669020832\",\"fecha_comprobante\":\"20251123\",\"monto_facturado_servicios\":11500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2070.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131264212\",\"ncf\":\"E315724436778\",\"fecha_comprobante\":\"20240401\",\"monto_facturado_servicios\":197937.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":35628.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03400043448\",\"ncf\":\"B1594486405\",\"fecha_comprobante\":\"20240428\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5850.00,\"itbis_facturado\":1053.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GRUPO BEE GB\\nGRUPO BEE GB SRL\\nRNC: 131383785\\nCLIENTE: ARLENE JASMIN MATEO MATOS\\nRNC CLIENTE: 40226012017\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448669020832\\nFACTURA NO.: 8062721\\nAUTORIZACION: 943937737\\nTELEFONO: 809-938-9387\\nFECHA: 23/11/2025  HORA: 20:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       3,000.00\\n    1  SERVICIO  ASESORIA TECNICA             8,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,500.00\\nITBIS RD$       2,070.00\\nTOTAL RD$          13,570.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 683888\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 75931799\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCARTERMILE\\nCARTERMILE SRL\\nRNC 131264212\\nCLIENTE: SAHIRA JACQUELIN PEÑA GONZALES\\nGONZALES\\nRNC CLIENTE: 02200019772\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315724436778\\nFACTURA NO.: 1554567\\nAUTORIZACION: 840202913\\nTELEFONO: 809-820-9617\\nFECHA: 01/04/2024  HORA: 08:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 164,403.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  11,558.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  21,976.00\\n-------------------------------------------\\nSUB-TOTAL RD$      197,937.95\\nIMPUESTO ITBIS RD$      35,628.83\\nTOTAL RD$         233,566.78\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6032050\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 92382563\\nArchivado\\n\\n--- FACTURA ---\\n\\nJOSE FRANCISCO ESPINAL DURAN\\nJOSE FRANCISCO ESPINAL DURAN\\nRNC: 03400043448\\nCLIENTE: SENSORITHERAPY OTRD SRL\\nRNC CLIENTE: 133372908\\nFACTURA DE CREDITO FISCAL\\nNCF: B1594486405\\nFACTURA NO.: 7129732\\nAUTORIZACION: 921603922\\nTELEFONO: 809-428-3576\\nFECHA: 28/04/2024  HORA: 13:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO         5,850.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,850.00\\nITBIS 18% RD$       1,053.00\\nTOTAL RD$           6,903.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8494968\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[4,5,6],"business_categories":["profesional","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131383785","131264212","03400043448"],"invoice_ids":["inv_e69c7755e2c58c5db08c","inv_fa439470834def9c10df","inv_0a065381f9a682b27444"],"observation_id":"obs_5f948f9d6935de86cc3a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.71,"augmentation_metadata":{"downscale_factor":0.849,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.928,"brightness_factor":0.853,"blur_sigma":0.875,"crop_applied":false,"camera_distance_factors":[0.954,0.946,0.977],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.92,"jpeg_quality":73,"documents":[{"rotation_deg":-3.983,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.471,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-0.785,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":36006716269770167,"difficulty":"hard","split":"train"}
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{"image":"images/606_006884.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"105084775\",\"ncf\":\"E328442672346\",\"fecha_comprobante\":\"20250129\",\"monto_facturado_servicios\":1019.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":183.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"KASSUKY S A\\nKASSUKY S A\\nRNC: 105084775\\nCLIENTE: SONO CVG IMAGEN DIAGNOSTICA SRL\\nRNC CLIENTE: 131514121\\nFACTURA DE CREDITO FISCAL\\nNCF E328442672346\\nFACTURA NO.: 1961481\\nAUTORIZACION: 282739477\\nTELEFONO: 809-292-3648\\nFECHA: 29/01/2025  HORA: 12:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,019.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,019.00\\nITBIS 18% RD$         183.42\\nTOTAL RD$           1,202.42\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3929797\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 81846634\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nKSA\\nRevisado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["105084775"],"invoice_ids":["inv_def84e840630b6c5e491"],"observation_id":"obs_75a82207ab3138b5c6fb","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.004,"brightness_factor":0.909,"blur_sigma":0.507,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.47,"jpeg_quality":90,"documents":[{"rotation_deg":-2.005,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"KSA"}]},"num_invoices":1,"seed":8689431408938062858,"difficulty":"hard","split":"train"}
{"image":"images/607_006885.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109600080\",\"ncf\":\"B0200389227\",\"fecha_comprobante\":\"20240808\",\"monto_facturado\":112000.00,\"itbis_facturado\":20160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":41025.68,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":91134.32,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VALDEZ CEPEDA LEGAL SERVICES\\nRNC EMISOR: 132371488\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEJANDRINA DE LEON BUENO\\nRNC CLIENTE: 00109600080\\nFACTURA DE CREDITO FISCAL\\nNCF B0200389227\\nFACTURA NO.: 5765566\\nAUTORIZACION: 645307442\\nTELEFONO: 809-577-3572\\nFECHA: 08/08/2024  HORA: 13:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  25,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  64,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  15,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   7,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      112,000.00\\nITBIS 18% RD$      20,160.00\\nTOTAL RD$         132,160.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1344599\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132371488"],"invoice_ids":["inv_51a1a60f1ea0face5eba"],"observation_id":"obs_eb1c997d928af5048adb","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":9.92,"augmentation_metadata":{"downscale_factor":0.822,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.798,"brightness_factor":1.112,"blur_sigma":0.499,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.03,"jpeg_quality":79,"documents":[{"rotation_deg":-1.24,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10727469749987570323,"difficulty":"hard","split":"train"}
{"image":"images/606_006886.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133268108\",\"ncf\":\"B0135785617\",\"fecha_comprobante\":\"20240912\",\"monto_facturado_servicios\":61000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101777761\",\"ncf\":\"E318247457918\",\"fecha_comprobante\":\"20250304\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15696.00,\"itbis_facturado\":2825.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132681665\",\"ncf\":\"E324027329755\",\"fecha_comprobante\":\"20250131\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10243.98,\"itbis_facturado\":1843.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MOTOPRESTAMOS Y COMPRA VENTA SAULI SANCHEZ\\nMOTOPRESTAMOS Y COMPRA VENTA SAULI SANCHEZ SS SR\\nRNC: 133268108\\nCLIENTE: RIVA LA VIDA PARADISE GROUP SRL\\nRNC CLIENTE: 133202646\\nFACTURA DE CREDITO FISCAL\\nNCF B0135785617\\nFACTURA NO.: 5848185\\nAUTORIZACION: 273837128\\nTELEFONO: 809-367-8517\\nFECHA: 12/09/2024  HORA: 14:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   61,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       61,000.00\\nITBIS 18% RD$      10,980.00\\nTOTAL RD$          71,980.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 722353\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nCONFECCIONES BELEN C POR A\\nCONFECCIONES BELEN C POR A\\nRNC 101777761\\nCLIENTE: ALCIA CRIMELY MATOS RAMIREZ\\nRNC CLIENTE: 07600151034\\nFACTURA DE CREDITO FISCAL\\nNCF: E318247457918\\nFACTURA NO.: 8973799\\nAUTORIZACION: 105297611\\nTELEFONO: 809-335-2890\\nFECHA: 04/03/2025  HORA: 14:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                  14,210.00\\n    2  UNIDAD    GORRA BORDADA\\n                                   1,486.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       15,696.00\\nITBIS RD$       2,825.28\\nTOTAL RD$          18,521.28\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2678030\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 99827547\\n\\n--- FACTURA ---\\n\\nMANNEY GROUP\\nMANNEY GROUP SRL\\nRNC: 132681665\\nCLIENTE: CONFECCIONES REYNIEL SRL\\nRNC CLIENTE: 131525482\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324027329755\\nFACTURA NO.: 4890382\\nAUTORIZACION: 807577107\\nTELEFONO: 809-491-7716\\nFECHA: 31/01/2025  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        10,243.98\\n----------------------------------------------\\nBASE IMPONIBLE RD$       10,243.98\\nITBIS RD$       1,843.92\\nTOTAL RD$          12,087.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8568956\\nGRACIAS POR SU COMPRA\\nCompra almacen\"}","template_ids":[12,5,3],"business_categories":["profesional","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133268108","101777761","132681665"],"invoice_ids":["inv_72cb81c39000474cb006","inv_cb78e566e9ed8925b068","inv_87135fc42bdae72d1b4e"],"observation_id":"obs_e08734cf9d22b6f6a1d5","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.774,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":0.738,"brightness_factor":1.053,"blur_sigma":0.633,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.19,"jpeg_quality":73,"documents":[{"rotation_deg":-0.314,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.853,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.618,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":15161820709978108362,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 41424234\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDIPLOMATIE ACTIVE DU FOOTBALL DAF\\nRNC EMISOR: 430328391\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MITELIO INVESTMENTS S A\\nRNC CLIENTE: 130337812\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310203424351\\nFACTURA NO.: 7575879\\nAUTORIZACION: 649259906\\nTELEFONO: 809-363-2387\\nFECHA: 09/03/2024  HORA: 10:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   27,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   81,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      16,000.00\\n    1  MES       SUPERVISION DE OBRA         70,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       82,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      277,500.00\\nITBIS 18% RD$      49,950.00\\nTOTAL RD$         327,450.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6486577\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 63273124\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nProcesado\\n\\n--- FACTURA ---\\n\\nINVERSIONES 2009 SRL\\nRNC EMISOR: 130665232\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO PICHARDO RODRIGUEZ SRL\\nRNC CLIENTE: 131876919\\nFACTURA DE CREDITO FISCAL\\nNCF B1452675297\\nFACTURA NO.: 4536482\\nAUTORIZACION: 746948169\\nTELEFONO: 809-861-3231\\nFECHA: 14/02/2025  HORA: 08:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  37,301.99\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 161,848.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  25,479.00\\n-------------------------------------------\\nSUB-TOTAL RD$      224,628.99\\nITBIS 18% RD$      40,433.22\\nTOTAL RD$         265,062.21\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6059317\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 17898330\\nI2\"}","template_ids":[4,10,5],"business_categories":["agricultura","profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133310767","430328391","130665232"],"invoice_ids":["inv_2e0a90697eb5c36134c0","inv_503ec7e4cc3d70420599","inv_afab6c84e467dc5905e4"],"observation_id":"obs_917787a27a0545825221","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.986,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.22,"jpeg_quality":97,"documents":[{"rotation_deg":0.017,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.035,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.14,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"I2"}]},"num_invoices":3,"seed":3648905388019809555,"difficulty":"hard","split":"train"}
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{"image":"images/606_006906.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133626713\",\"ncf\":\"B0221656713\",\"fecha_comprobante\":\"20240109\",\"monto_facturado_servicios\":451644.75,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":81296.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":206.33,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132007672\",\"ncf\":\"E444713078740\",\"fecha_comprobante\":\"20250920\",\"monto_facturado_servicios\":815.95,\"monto_facturado_bienes\":22886.95,\"itbis_facturado\":4266.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"KAROL AG INVESTMENTS\\nKAROL AG INVESTMENTS SRL\\nRNC EMISOR: 133626713\\nCLIENTE: CONSTRUCTORA PALREY SRL\\nRNC CLIENTE: 132982916\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0221656713\\nFACTURA NO.: 5750496\\nAUTORIZACION: 971552095\\nTELEFONO: 809-371-2686\\nFECHA: 09/01/2024  HORA: 16:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    4,957.00\\n    5  MES       ALQUILER DE LOCAL          433,454.75\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   13,233.00\\n----------------------------------------------\\nSUBTOTAL RD$      451,644.75\\nIMPUESTO ITBIS RD$      81,296.06\\nOTROS IMPUESTOS RD$     206.33\\nTOTAL RD$         533,147.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9884539\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 93780478\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTIENDA TENDENCIA VIZCAINO FERNANDEZ\\nTIENDA TENDENCIA VIZCAINO FERNANDEZ SRL\\nRNC 132007672\\nCLIENTE: ERIC MIGUEL SVELTI PEREZ\\nRNC CLIENTE: 00117660431\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E444713078740\\nFACTURA NO.: 9345581\\nAUTORIZACION: 483983765\\nTELEFONO: 809-833-7509\\nFECHA: 20/09/2025  HORA: 18:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            815.95\\n    5  UNIDAD    MATERIAL DE OFICINA          9,885.00\\n    1  UNIDAD    EQUIPO ELECTRICO             8,498.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,156.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,347.95\\n----------------------------------------------\\nSUB-TOTAL RD$       23,702.90\\nIMPUESTO ITBIS RD$       4,266.52\\nTOTAL RD$          27,969.42\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5589296\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 38820076\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[4,11],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133626713","132007672"],"invoice_ids":["inv_559cac921d15e3441fe6","inv_bfe3115079fbcc5741d2"],"observation_id":"obs_fac871fe14b8794c2775","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.44,"augmentation_metadata":{"downscale_factor":0.65,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.971,"brightness_factor":1.076,"blur_sigma":0.735,"crop_applied":false,"camera_distance_factors":[0.944,0.9],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":44.95,"jpeg_quality":85,"documents":[{"rotation_deg":-0.484,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.695,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13404301624475812093,"difficulty":"medium","split":"train"}
{"image":"images/607_006907.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00112969415\",\"ncf\":\"E318702818838\",\"fecha_comprobante\":\"20250509\",\"monto_facturado\":13099.97,\"itbis_facturado\":2357.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15457.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CLUB GALLISTICO BORINQUEN S A\\nRNC EMISOR: 130049892\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN MARIA ENCARNACION REYNOSO\\nRNC CLIENTE: 00112969415\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318702818838\\nFACTURA NO.: 0237332\\nAUTORIZACION: 374480615\\nTELEFONO: 809-339-9546\\nFECHA: 09/05/2025  HORA: 19:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        11,022.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,493.97\\n    1  SERVICIO  SERVICIO DE ENTREGA            584.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,099.97\\nIMPUESTO ITBIS RD$       2,357.99\\nTOTAL RD$          15,457.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7787817\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130049892"],"invoice_ids":["inv_71b1e7ef208dbffeaeb2"],"observation_id":"obs_fe071fb86d4dd0cadb73","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":0.845,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":1.004,"brightness_factor":0.93,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[0.884],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.86,"jpeg_quality":75,"documents":[{"rotation_deg":-1.195,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5412397905325522236,"difficulty":"medium","split":"train"}
{"image":"images/606_006908.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132718771\",\"ncf\":\"E321214365556\",\"fecha_comprobante\":\"20240327\",\"monto_facturado_servicios\":1109.95,\"monto_facturado_bienes\":60104.20,\"itbis_facturado\":11018.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":111.00,\"forma_pago\":0}],\"ocr\":\"TPT STUDIO\\nTPT STUDIO SRL\\nRNC EMISOR: 132718771\\nCLIENTE: WHITNEY ROCKVILLE\\nRNC CLIENTE: 00117030775\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321214365556\\nFACTURA NO.: 7956306\\nAUTORIZACION: 894216209\\nTELEFONO: 809-890-4061\\nFECHA: 27/03/2024  HORA: 19:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,062.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,569.95\\n    5  UNIDAD    EQUIPO ELECTRICO            38,819.75\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,109.95\\n    2  UNIDAD    REPUESTO Y ACCESORIO        11,652.00\\n----------------------------------------------\\nSUBTOTAL RD$       61,214.15\\nITBIS 18% RD$      11,018.55\\nPROPINA LEGAL RD$       111.00\\nTOTAL RD$          72,343.70\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 7221779\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 44298080\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132718771"],"invoice_ids":["inv_e28bbe27ee473bc93440"],"observation_id":"obs_efaa325a24f860894a92","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.822,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.685,"brightness_factor":1.054,"blur_sigma":0.288,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.13,"jpeg_quality":82,"documents":[{"rotation_deg":-0.109,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17072972739786770123,"difficulty":"medium","split":"train"}
{"image":"images/607_006909.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131989438\",\"ncf\":\"B0263261484\",\"fecha_comprobante\":\"20241212\",\"monto_facturado\":15958.00,\"itbis_facturado\":2872.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":18830.44,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SUPERMERCADO ENRIQUILLO\\nRNC EMISOR: 03400136093\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DINA INVERSIONES SRL\\nRNC CLIENTE: 131989438\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0263261484\\nFACTURA NO.: 4516427\\nAUTORIZACION: 567816664\\nTELEFONO: 809-661-3759\\nFECHA: 12/12/2024  HORA: 08:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            700.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,690.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         7,568.00\\n----------------------------------------------\\nSUBTOTAL RD$       15,958.00\\nIMPUESTO ITBIS RD$       2,872.44\\nTOTAL RD$          18,830.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4865270\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 11145619\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03400136093"],"invoice_ids":["inv_8594186a98fff9c8359d"],"observation_id":"obs_4c91c8230367ada36b56","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.34,"augmentation_metadata":{"downscale_factor":0.806,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.036,"brightness_factor":0.848,"blur_sigma":0.26,"crop_applied":false,"camera_distance_factors":[0.991],"legibility_scale_corrections":[0.0],"final_contrast_stddev":72.79,"jpeg_quality":83,"documents":[{"rotation_deg":-0.74,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7996299877676059711,"difficulty":"medium","split":"test"}
{"image":"images/606_006910.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06600064585\",\"ncf\":\"E443311153632\",\"fecha_comprobante\":\"20250205\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":19288.47,\"itbis_facturado\":3471.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"40225960083\",\"ncf\":\"E451015456475\",\"fecha_comprobante\":\"20250723\",\"monto_facturado_servicios\":1674.00,\"monto_facturado_bienes\":10830.50,\"itbis_facturado\":2250.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"05601055246\",\"ncf\":\"E310660176055\",\"fecha_comprobante\":\"20241005\",\"monto_facturado_servicios\":729.00,\"monto_facturado_bienes\":13746.00,\"itbis_facturado\":2605.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SATURNINA ROQUE FLORENTINO\\nSATURNINA ROQUE FLORENTINO\\nRNC EMISOR: 06600064585\\nCLIENTE: ML DIVERTIEVENTOKIDS SRL\\nRNC CLIENTE: 133360071\\nFACTURA DE CREDITO FISCAL\\nNCF: E443311153632\\nFACTURA NO.: 6988269\\nAUTORIZACION: 500862672\\nTELEFONO: 809-627-2629\\nFECHA: 05/02/2025  HORA: 14:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,616.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,377.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,876.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,418.97\\n-------------------------------------------\\nSUBTOTAL RD$       19,288.47\\nITBIS RD$       3,471.92\\nTOTAL RD$          22,760.39\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2729121\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 58350055\\nEntregado\\n\\n--- FACTURA ---\\n\\nCAELMA SUPLIDORA DE PAPEL Y CUMPLEAÑOS\\nCARLOS ALBERTO MEJIA PEÑA\\nRNC EMISOR: 40225960083\\nCLIENTE: INMOBILIARIA SAN MARCOS S A\\nRNC CLIENTE: 130264805\\nFACTURA DE CREDITO FISCAL\\nNCF E451015456475\\nFACTURA NO.: 5632249\\nAUTORIZACION: 597482641\\nTELEFONO: 809-372-5542\\nFECHA: 23/07/2025  HORA: 20:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             4,697.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,674.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         2,365.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            890.00\\n    2  UNIDAD    MATERIAL DE OFICINA          2,878.00\\n----------------------------------------------\\nSUB-TOTAL RD$       12,504.50\\nIMPUESTO ITBIS RD$       2,250.81\\nTOTAL RD$          14,755.31\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 576489\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 69388894\\n\\n--- FACTURA ---\\n\\nFERRELECTRICA\\nGLENNY DEIDANIA SALAS TEJADA\\nRNC: 05601055246\\nCLIENTE: JOSEPH  JESÚS LORA  ALMONTE\\nRNC CLIENTE: 40223145190\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310660176055\\nFACTURA NO.: 6817240\\nAUTORIZACION: 507833945\\nTELEFONO: 809-722-9488\\nFECHA: 05/10/2024  HORA: 09:38\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  3,066.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    729.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,755.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  8,925.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       14,475.00\\nITBIS 18% RD$       2,605.50\\nTOTAL RD$          17,080.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1249373\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 88026556\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,3,9],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["06600064585","40225960083","05601055246"],"invoice_ids":["inv_89ffcbc9c23a7ad43806","inv_709eefd7c536dde3213c","inv_cc364f23d1bdd04f7b1b"],"observation_id":"obs_f5cb1faf83a909e0c1c6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.54,"augmentation_metadata":{"downscale_factor":0.682,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":1.068,"brightness_factor":0.918,"blur_sigma":0.376,"crop_applied":false,"camera_distance_factors":[0.902,0.902,0.951],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":42.18,"jpeg_quality":90,"documents":[{"rotation_deg":-3.646,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.28,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-3.121,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":120776969754874963,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 30423648\\nCargo a oficina\"}","template_ids":[4,5,1],"business_categories":["profesional","construccion_ferreteria","profesional"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["00109639815","131957218","04100215633"],"invoice_ids":["inv_7b2158f22d1cd6766184","inv_70aa7aaf3bee40fe4e10","inv_96d0b065caf12b63f8ec"],"observation_id":"obs_3f546a8d4cb09e3b69ed","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.665,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.905,"brightness_factor":0.914,"blur_sigma":0.817,"crop_applied":false,"camera_distance_factors":[0.896,0.882,0.924],"legibility_scale_corrections":[0.0036,0.0,0.0],"final_contrast_stddev":39.6,"jpeg_quality":76,"documents":[{"rotation_deg":3.49,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.414,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.726,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CIP"},{"kind":"none","text":""}]},"num_invoices":3,"seed":9092703197357356953,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 25037232\\nCOPIA\\n\\n--- FACTURA ---\\n\\nHD729\\nRNC EMISOR: 132362081\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPLIDORA MISCELANIA VARGAS S A\\nRNC CLIENTE: 101611431\\nFACTURA DE CREDITO FISCAL\\nNCF E313409986856\\nFACTURA NO.: 3299502\\nAUTORIZACION: 310094551\\nTELEFONO: 809-546-8504\\nFECHA: 12/12/2025  HORA: 13:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         56,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       17,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       27,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      114,000.00\\nITBIS 18% RD$      20,520.00\\nTOTAL RD$         134,520.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1111593\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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SELECTIVO RD$   1,700.00\\nTOTAL RD$          21,760.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1748736\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSINERTEC\\nSINERTEC SRL\\nRNC: 131260187\\nCLIENTE: JOA COMERCIAL SA\\nRNC CLIENTE: 104016238\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1553763019\\nFACTURA NO.: 9002874\\nAUTORIZACION: 395310427\\nTELEFONO: 809-882-2743\\nFECHA: 04/06/2025  HORA: 11:35\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n  400  PIE       ALAMBRE ELECTRICO THHN NO. 12\\n                                                 17,600.00\\n    6  UNIDAD    DISCO DE CORTE 4.5 PULGADAS\\n                                                    972.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       18,572.00\\nIMPUESTO ITBIS RD$       3,342.96\\nTOTAL RD$          21,914.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5492547\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 10298343\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[6,4,9],"business_categories":["profesional","profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430368644","00101257756","131260187"],"invoice_ids":["inv_1f60c4907eeafc9b73d4","inv_d36623420f254ba7faf6","inv_a73a6461adb1031c5bea"],"observation_id":"obs_6273e24e233763ac2826","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.97,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.036,"brightness_factor":0.977,"blur_sigma":0.169,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":25.12,"jpeg_quality":92,"documents":[{"rotation_deg":-0.263,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.538,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.126,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":12763400580876184559,"difficulty":"hard","split":"train"}
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{"image":"images/607_006927.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00301094751\",\"ncf\":\"B0211677037\",\"fecha_comprobante\":\"20250417\",\"monto_facturado\":2969.97,\"itbis_facturado\":534.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":3504.56,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430418722\",\"ncf\":\"E446835983754\",\"fecha_comprobante\":\"20241029\",\"monto_facturado\":97000.00,\"itbis_facturado\":17460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":114460.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO FINANCIERO INTERDOSA S A\\nRNC EMISOR: 101146761\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMPARITO ARQUIMEDES MEJIA CALDERON\\nRNC CLIENTE: 00301094751\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0211677037\\nFACTURA NO.: 3545680\\nAUTORIZACION: 904077769\\nTELEFONO: 809-389-9443\\nFECHA: 17/04/2025  HORA: 08:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA            552.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,551.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            866.97\\n----------------------------------------------\\nSUB-TOTAL RD$        2,969.97\\nIMPUESTO ITBIS RD$         534.59\\nTOTAL RD$           3,504.56\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5162029\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nHCN BUSINESS CORPORATION\\nRNC EMISOR: 130860726\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 03777 PROF FR\\nRNC CLIENTE: 430418722\\nFACTURA DE CREDITO FISCAL\\nNCF E446835983754\\nFACTURA NO.: 4091253\\nAUTORIZACION: 137514029\\nTELEFONO: 809-436-4183\\nFECHA: 29/10/2024  HORA: 08:26\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                                 80,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                 17,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       97,000.00\\nITBIS 18% RD$      17,460.00\\nTOTAL RD$         114,460.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 8076883\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 67022419\"}","template_ids":[2,9],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101146761","130860726"],"invoice_ids":["inv_c8bdcff2f72117fb0ade","inv_a636f8a3373da89ac5c6"],"observation_id":"obs_b124e5d77eba714268f9","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.59,"augmentation_metadata":{"downscale_factor":0.852,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.075,"brightness_factor":0.894,"blur_sigma":0.009,"crop_applied":false,"camera_distance_factors":[0.903,0.998],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":85.84,"jpeg_quality":94,"documents":[{"rotation_deg":-0.266,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.088,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11818887022192459365,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 59455625\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nCONGREGACION CRISTIANA PUERTA ABIERTA HAIN\\nRNC EMISOR: 430384585\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA DONEVA CARIBE SRL\\nRNC CLIENTE: 131840116\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1568647255\\nFACTURA NO.: 0372708\\nAUTORIZACION: 533306677\\nTELEFONO: 809-931-1342\\nFECHA: 04/07/2024  HORA: 15:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         23,000.00\\n    1  CASO      REPRESENTACION LEGAL        38,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       3,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       33,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      110,000.00\\nIMPUESTO ITBIS RD$      19,800.00\\nTOTAL RD$         129,800.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2789791\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 87857370\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINVERSIONES Y CONSTRUCCIONES ANDUJAR CONTR\\nRNC EMISOR: 131914802\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PLAN DE VIVIENDAS C POR A\\nRNC CLIENTE: 101005726\\nFACTURA DE CREDITO FISCAL\\nNCF: B0127733734\\nFACTURA NO.: 3720798\\nAUTORIZACION: 447442883\\nTELEFONO: 809-854-5169\\nFECHA: 08/02/2024  HORA: 10:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS      263.50\\n    3  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    5,411.97\\n    2  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      932.00\\n    1  DIA       ALQUILER TALADRO PERCUTOR    1,035.00\\n   20  LIBRA     ALAMBRE DULCE CALIBRE 18     1,860.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,502.47\\nITBIS 18% RD$       1,710.44\\nTOTAL RD$          11,212.91\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5198211\\nGRACIAS POR SU COMPRA\\nVerificado\"}","template_ids":[2,4,13],"business_categories":["profesional","profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["430376531","430384585","131914802"],"invoice_ids":["inv_11ba5ac2e15c68252249","inv_b63409004630b748242f","inv_64e5bf52f2bd23710532"],"observation_id":"obs_cddf1fb69d183e0a79ba","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.7,"augmentation_metadata":{"downscale_factor":0.861,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.932,"brightness_factor":0.939,"blur_sigma":0.193,"crop_applied":false,"camera_distance_factors":[0.972,0.991,0.906],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":34.21,"jpeg_quality":93,"documents":[{"rotation_deg":-1.385,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.297,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.094,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":7581001268034814819,"difficulty":"hard","split":"validation"}
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{"image":"images/606_006942.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101510161\",\"ncf\":\"B0167001092\",\"fecha_comprobante\":\"20251124\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6089.50,\"itbis_facturado\":1096.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131242782\",\"ncf\":\"B0204335995\",\"fecha_comprobante\":\"20240924\",\"monto_facturado_servicios\":460.00,\"monto_facturado_bienes\":1858.00,\"itbis_facturado\":417.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":77.87,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133321971\",\"ncf\":\"E324262838877\",\"fecha_comprobante\":\"20241213\",\"monto_facturado_servicios\":879.50,\"monto_facturado_bienes\":44395.50,\"itbis_facturado\":8149.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SERMARA S A\\nSERMARA S A\\nRNC 101510161\\nCLIENTE: PUNTO DE FUGA SRL\\nRNC CLIENTE: 130586934\\nFACTURA DE CREDITO FISCAL\\nNCF B0167001092\\nFACTURA NO.: 5420796\\nAUTORIZACION: 190719383\\nTELEFONO: 809-284-2287\\nFECHA: 24/11/2025  HORA: 08:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,209.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,880.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,089.50\\nITBIS 18% RD$       1,096.11\\nTOTAL RD$           7,185.61\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9388333\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 48228014\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCIFRE EXCURSIONESRD\\nCIFRE EXCURSIONESRD SRL\\nRNC 131242782\\nCLIENTE: GEYSER EMPRESA DE INVERSIONES SRL\\nRNC CLIENTE: 132414039\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0204335995\\nFACTURA NO.: 7063727\\nAUTORIZACION: 20349278\\nTELEFONO: 809-918-8548\\nFECHA: 24/09/2024  HORA: 14:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     460.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,072.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     786.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,318.00\\nITBIS RD$         417.24\\nOTROS IMPUESTOS RD$      77.87\\nTOTAL RD$           2,813.11\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9857217\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 21610329\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCE\\n\\n--- FACTURA ---\\n\\nAGUA QUITA ESPUELA\\nAGUA QUITA ESPUELA SRL\\nRNC EMISOR: 133321971\\nCLIENTE: NOVA GLAM STUDIO SRL\\nRNC CLIENTE: 133770946\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324262838877\\nFACTURA NO.: 5258825\\nAUTORIZACION: 719889504\\nTELEFONO: 809-489-5752\\nFECHA: 13/12/2024  HORA: 18:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  18,424.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     879.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     626.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,344.75\\n-------------------------------------------\\nSUBTOTAL RD$       45,275.00\\nITBIS 18% RD$       8,149.50\\nTOTAL RD$          53,424.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6866081\\nGRACIAS POR SU COMPRA\\nAQE\"}","template_ids":[1,5,0],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101510161","131242782","133321971"],"invoice_ids":["inv_5b63ed9580ff9afcc956","inv_b91d20dc1739fec9d829","inv_4f827d08cb49f4b93eba"],"observation_id":"obs_316cbba88e611dd99ecc","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.16,"augmentation_metadata":{"downscale_factor":0.799,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.59,"brightness_factor":1.118,"blur_sigma":0.29,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":49.83,"jpeg_quality":85,"documents":[{"rotation_deg":-1.383,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.09,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.468,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CE"},{"kind":"initials","text":"AQE"}]},"num_invoices":3,"seed":8172393287621522606,"difficulty":"hard","split":"train"}
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{"image":"images/606_006950.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110603230\",\"ncf\":\"B1422161471\",\"fecha_comprobante\":\"20241224\",\"monto_facturado_servicios\":218500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":39330.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JUAN MOREL\\nJUAN MOREL\\nRNC: 00110603230\\nCLIENTE: COOPERATIVA DE AHORROS CREDITOS Y SERVI\\nRNC CLIENTE: 430113328\\nFACTURA DE CREDITO FISCAL\\nNCF: B1422161471\\nFACTURA NO.: 7479006\\nAUTORIZACION: 314842997\\nTELEFONO: 809-322-8023\\nFECHA: 24/12/2024  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   66,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       56,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    55,000.00\\n    1  SERVICIO  ASESORIA TECNICA            28,000.00\\n    1  VISITA    INSPECCION TECNICA          13,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      218,500.00\\nITBIS 18% RD$      39,330.00\\nTOTAL RD$         257,830.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8254808\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 91021796\\nDETALLE DE SERVICIOS\\nPagado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00110603230"],"invoice_ids":["inv_1cbc0d26c8e0b64c2f31"],"observation_id":"obs_ccdee6a4054e7b64956c","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.639,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":0.824,"brightness_factor":1.055,"blur_sigma":0.514,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":87,"documents":[{"rotation_deg":0.425,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":846363379407836099,"difficulty":"hard","split":"train"}
{"image":"images/607_006951.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00200966281\",\"ncf\":\"B0221005162\",\"fecha_comprobante\":\"20251223\",\"monto_facturado\":14965.80,\"itbis_facturado\":2693.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17659.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FARMACIA EL BRISAL\\nRNC EMISOR: 131951627\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLITA GONZALEZ DE JESUS\\nRNC CLIENTE: 00200966281\\nFACTURA DE CREDITO FISCAL\\nNCF B0221005162\\nFACTURA NO.: 6619961\\nAUTORIZACION: 288109786\\nTELEFONO: 809-998-1144\\nFECHA: 23/12/2025  HORA: 16:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     322.95\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,762.85\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   8,190.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     690.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,965.80\\nIMPUESTO ITBIS RD$       2,693.84\\nTOTAL RD$          17,659.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3191651\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 44125157\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131951627"],"invoice_ids":["inv_8cb1a2c551fe72360894"],"observation_id":"obs_a044c6446eb2a516390d","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":8.79,"augmentation_metadata":{"downscale_factor":0.912,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.992,"brightness_factor":1.014,"blur_sigma":0.078,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.85,"jpeg_quality":96,"documents":[{"rotation_deg":-0.173,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13963970238308411694,"difficulty":"light","split":"train"}
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{"image":"images/607_006965.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101064757\",\"ncf\":\"E445578511430\",\"fecha_comprobante\":\"20250918\",\"monto_facturado\":110503.50,\"itbis_facturado\":19890.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":130394.13,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MAYELING R RENT CAR\\nRNC EMISOR: 133354952\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NORTHSHIP NEW ORLEANS\\nRNC CLIENTE: 101064757\\nFACTURA DE CREDITO FISCAL\\nNCF E445578511430\\nFACTURA NO.: 6131357\\nAUTORIZACION: 25507260\\nTELEFONO: 809-223-7393\\nFECHA: 18/09/2025  HORA: 16:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         6,148.00\\n    2  VIAJE     SERVICIO DE MENSAJERIA       1,124.00\\n    2  VIAJE     SERVICIO DE TRANSPORTE      21,658.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,531.50\\n    4  VIAJE     TRANSPORTE DE CARGA         80,042.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      110,503.50\\nITBIS RD$      19,890.63\\nTOTAL RD$         130,394.13\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3785178\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["133354952"],"invoice_ids":["inv_9e58ad266adbf729c2b7"],"observation_id":"obs_51d51b5d7a94e58e9b98","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.38,"augmentation_metadata":{"downscale_factor":0.948,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.994,"brightness_factor":0.915,"blur_sigma":0.182,"crop_applied":false,"camera_distance_factors":[0.966],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.18,"jpeg_quality":86,"documents":[{"rotation_deg":1.293,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5244206893962442032,"difficulty":"light","split":"train"}
{"image":"images/606_006966.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101696699\",\"ncf\":\"E447181696013\",\"fecha_comprobante\":\"20240209\",\"monto_facturado_servicios\":232080.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430222909\",\"ncf\":\"E326306443871\",\"fecha_comprobante\":\"20240801\",\"monto_facturado_servicios\":1262.99,\"monto_facturado_bienes\":25957.50,\"itbis_facturado\":4899.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"PREMIUM EXPRESS CARGO\\nPREMIUM EXPRESS CARGO SRL\\nRNC 101696699\\nCLIENTE: REFRICENTRO A & B SRL\\nRNC CLIENTE: 102347697\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447181696013\\nFACTURA NO.: 5589729\\nAUTORIZACION: 544614996\\nTELEFONO: 809-914-5609\\nFECHA: 09/02/2024  HORA: 19:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  22,563.00\\n    5  VIAJE     TRANSPORTE DE CARGA\\n                                 117,412.50\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   7,055.00\\n    5  VIAJE     SERVICIO DE TRANSPORTE\\n                                  85,050.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      232,080.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         232,080.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9187835\\nGRACIAS POR SU COMPRA\\nREVISADO\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUATIVO SAN JOSE DE CENOV\\nJUNTA DE CENTRO EDUATIVO SAN JOSE DE CENOVI\\nRNC EMISOR: 430222909\\nCLIENTE: MODESTO ARTURO SUERO MARQUEZ\\nRNC CLIENTE: 00105234637\\nFACTURA DE CREDITO FISCAL\\nNCF: E326306443871\\nFACTURA NO.: 2827947\\nAUTORIZACION: 47777574\\nTELEFONO: 809-583-7203\\nFECHA: 01/08/2024  HORA: 11:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,297.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,262.99\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,140.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,520.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,220.49\\nITBIS RD$       4,899.69\\nTOTAL RD$          32,120.18\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 1547409\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 64154261\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,5],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101696699","430222909"],"invoice_ids":["inv_760629c92a4a043d7adb","inv_779dcf812bdfbed01ac5"],"observation_id":"obs_56f9bc3c5e7259cfb5f2","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.58,"augmentation_metadata":{"downscale_factor":0.961,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.012,"brightness_factor":0.993,"blur_sigma":0.15,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.38,"jpeg_quality":94,"documents":[{"rotation_deg":-0.439,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.037,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":3129616717509690423,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 11572046\\n\\n--- FACTURA ---\\n\\nINTERLOGIC\\nRNC EMISOR: 130246068\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOVIRATO SRL\\nRNC CLIENTE: 131255991\\nFACTURA DE CREDITO FISCAL\\nNCF B1420195364\\nFACTURA NO.: 6711023\\nAUTORIZACION: 91034776\\nTELEFONO: 809-620-9514\\nFECHA: 06/04/2025  HORA: 19:16\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                                 17,815.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       17,815.00\\nIMPUESTO ITBIS RD$       3,206.70\\nTOTAL RD$          21,021.70\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2413454\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,1,9],"business_categories":["construccion_ferreteria","profesional","transporte"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["131876994","133761173","130246068"],"invoice_ids":["inv_fd69cbaa6903fdfcdd34","inv_c9bd1392828aa7234f81","inv_85c90726cdf8552976bd"],"observation_id":"obs_803be5c1ffc656b046a1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.46,"augmentation_metadata":{"downscale_factor":0.611,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.562,"brightness_factor":1.051,"blur_sigma":0.568,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.49,"jpeg_quality":82,"documents":[{"rotation_deg":0.043,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.279,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.751,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":955619927473441733,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 45026742\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nAUTO WAYNE\\nAUTO WAYNE SRL\\nRNC: 130247031\\nCLIENTE: GRUVA SOLUTIONS SRL\\nRNC CLIENTE: 131406734\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316418608257\\nFACTURA NO.: 8600461\\nAUTORIZACION: 255434493\\nTELEFONO: 809-296-6704\\nFECHA: 08/02/2024  HORA: 11:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    JUEGO DE PASTILLAS DE FRENO   22,715.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,026.00\\n    1  UNIDAD    ACEITE DE MOTOR                987.00\\n----------------------------------------------\\nSUB-TOTAL RD$       25,728.00\\nIMPUESTO ITBIS RD$       4,631.04\\nTOTAL RD$          30,359.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9231658\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPROCESADO\"}","template_ids":[5,3,6],"business_categories":["comercio_general","comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02800783413","131774253","130247031"],"invoice_ids":["inv_b20fa71409abc0895061","inv_43cf6ce7116a964a3949","inv_4dc10ad6526d4b2519f9"],"observation_id":"obs_dd621b63a8381b2a90d0","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.79,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.739,"brightness_factor":1.081,"blur_sigma":0.28,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":81,"documents":[{"rotation_deg":0.813,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.174,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.034,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14807853699614985134,"difficulty":"hard","split":"train"}
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{"image":"images/607_006985.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131943012\",\"ncf\":\"E447927365732\",\"fecha_comprobante\":\"20250814\",\"monto_facturado\":60258.25,\"itbis_facturado\":10846.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":71104.74,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DAHIRI MIGUEL ESPINOSA GUERRA\\nRNC EMISOR: 00113005391\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: QAI METALLICS QUALITY ASSURANCE &\\nINSPE\\nRNC CLIENTE: 131943012\\nFACTURA DE CREDITO FISCAL\\nNCF: E447927365732\\nFACTURA NO.: 2317942\\nAUTORIZACION: 372388848\\nTELEFONO: 809-281-3382\\nFECHA: 14/08/2025  HORA: 19:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,443.50\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,384.75\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  41,050.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,380.00\\n-------------------------------------------\\nSUB-TOTAL RD$       60,258.25\\nITBIS RD$      10,846.49\\nTOTAL RD$          71,104.74\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8755477\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 68252843\\nCOPIA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00113005391"],"invoice_ids":["inv_071cdc5ef9bc2dc03a1e"],"observation_id":"obs_334d61df2631d3efaf55","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":8.77,"augmentation_metadata":{"downscale_factor":0.787,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.982,"brightness_factor":0.982,"blur_sigma":0.135,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":79,"documents":[{"rotation_deg":0.412,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17207208989984515774,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 43324138\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nCOPIA\\n\\n--- FACTURA ---\\n\\nSANTO FABIO ROSARIO MEJIA\\nSANTO FABIO ROSARIO MEJIA\\nRNC 04900731334\\nCLIENTE: INVERSIONES COMERCIALES 2011 SRL\\nRNC CLIENTE: 130819343\\nFACTURA DE CREDITO FISCAL\\nNCF: B0142196278\\nFACTURA NO.: 5724811\\nAUTORIZACION: 738956923\\nTELEFONO: 809-345-8028\\nFECHA: 26/01/2024  HORA: 19:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,390.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,929.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   5,208.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     619.99\\n-------------------------------------------\\nSUB-TOTAL RD$       26,146.99\\nITBIS 18% RD$       4,706.46\\nTOTAL RD$          30,853.45\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 713505\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 42953469\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSFR\\n\\n--- FACTURA ---\\n\\nCONSTRUCTOP CONSTRUCIONES Y TOPOGRAFIAS S\\nCONSTRUCTOP CONSTRUCIONES Y TOPOGRAFIAS S A\\nRNC EMISOR: 130504598\\nCLIENTE: RESIDENCIAL ALTA VISTA\\nRNC CLIENTE: 430389285\\nFACTURA DE CREDITO FISCAL\\nNCF B0118419289\\nFACTURA NO.: 2875074\\nAUTORIZACION: 475943473\\nTELEFONO: 809-447-6178\\nFECHA: 29/03/2024  HORA: 10:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  FUNDA     CEMENTO GRIS 42.5 KG\\n                                     557.00\\n    3  UNIDAD    BOMBILLO LED 9 W\\n                                     342.00\\n    7  UNIDAD    INTERRUPTOR SENCILLO\\n                                     889.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,788.00\\nITBIS RD$         321.84\\nTOTAL RD$           2,109.84\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 520791\\nGRACIAS POR SU COMPRA\\nCCY\"}","template_ids":[12,5,1],"business_categories":["comercio_general","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133257629","04900731334","130504598"],"invoice_ids":["inv_e58a72f6ea7e5696be7d","inv_a87a21b1330b1e1019bf","inv_12695b9336cc62f89dc0"],"observation_id":"obs_6265dd4b86fc5ccd1eb2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.7,"augmentation_metadata":{"downscale_factor":0.597,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.934,"brightness_factor":0.97,"blur_sigma":0.668,"crop_applied":false,"camera_distance_factors":[0.941,0.95,0.966],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":64.29,"jpeg_quality":74,"documents":[{"rotation_deg":2.936,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.362,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.07,"perspective":0.035,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"SFR"},{"kind":"initials","text":"CCY"}]},"num_invoices":3,"seed":2606356972708078302,"difficulty":"hard","split":"train"}
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{"image":"images/607_007005.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101561998\",\"ncf\":\"B0281561977\",\"fecha_comprobante\":\"20240616\",\"monto_facturado\":7139.00,\"itbis_facturado\":1285.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5368.76,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3055.26,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CAFETERIA DURAN\\nRNC EMISOR: 00110386877\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PACARO S A\\nRNC CLIENTE: 101561998\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0281561977\\nFACTURA NO.: 5005499\\nAUTORIZACION: 824055349\\nTELEFONO: 809-917-7679\\nFECHA: 16/06/2024  HORA: 14:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          3,050.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,381.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            908.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,800.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,139.00\\nITBIS 18% RD$       1,285.02\\nTOTAL RD$           8,424.02\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3687948\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 66192170\\nENTREGADO\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00110386877"],"invoice_ids":["inv_cb8cd3a83c03942b443f"],"observation_id":"obs_38c4c00e41a2594ea14b","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.656,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.954,"brightness_factor":0.987,"blur_sigma":0.407,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.76,"jpeg_quality":80,"documents":[{"rotation_deg":1.095,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8226786649056087757,"difficulty":"hard","split":"train"}
{"image":"images/606_007006.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132008219\",\"ncf\":\"B0279262189\",\"fecha_comprobante\":\"20240921\",\"monto_facturado_servicios\":1690.00,\"monto_facturado_bienes\":39538.95,\"itbis_facturado\":7421.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"D PEREZ MORLA MULTISERVICIOS\\nD PEREZ MORLA MULTISERVICIOS SRL\\nRNC 132008219\\nCLIENTE: PRIAMO PITAGORA RAMIREZ MORENO\\nRNC CLIENTE: 00112937149\\nFACTURA DE CREDITO FISCAL\\nNCF B0279262189\\nFACTURA NO.: 3116948\\nAUTORIZACION: 200856495\\nTELEFONO: 809-411-7883\\nFECHA: 21/09/2024  HORA: 09:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  SERVICIO DE ENTREGA          1,690.00\\n    3  UNIDAD    EQUIPO ELECTRICO            11,034.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        28,504.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       41,228.95\\nITBIS RD$       7,421.21\\nTOTAL RD$          48,650.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6578876\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 69007899\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDPM\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132008219"],"invoice_ids":["inv_b85eeda331dacae53d0c"],"observation_id":"obs_f60c096cdabd9f847a2c","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":7.09,"augmentation_metadata":{"downscale_factor":0.616,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.896,"brightness_factor":0.849,"blur_sigma":0.672,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.08,"jpeg_quality":66,"documents":[{"rotation_deg":-5.09,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"DPM"}]},"num_invoices":1,"seed":60624120561996394,"difficulty":"very_hard","split":"test"}
{"image":"images/607_007007.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101529113\",\"ncf\":\"B0243332489\",\"fecha_comprobante\":\"20241129\",\"monto_facturado\":4561.00,\"itbis_facturado\":820.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":5381.98,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO PEDRO DOMINGUEZ\\nRNC EMISOR: 430198481\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOTELERA JULIANA CONSUELO C POR A\\nRNC CLIENTE: 101529113\\nFACTURA DE CREDITO FISCAL\\nNCF: B0243332489\\nFACTURA NO.: 3284419\\nAUTORIZACION: 426777494\\nTELEFONO: 809-666-8593\\nFECHA: 29/11/2024  HORA: 18:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,494.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,530.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     537.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,561.00\\nITBIS RD$         820.98\\nTOTAL RD$           5,381.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3577831\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 56664702\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430198481"],"invoice_ids":["inv_7d1e6d09b001d23fdf1d"],"observation_id":"obs_208d34d3b6c4f101b428","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.38,"augmentation_metadata":{"downscale_factor":0.842,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.982,"brightness_factor":0.905,"blur_sigma":0.37,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.12,"jpeg_quality":85,"documents":[{"rotation_deg":-2.466,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16836813931780911175,"difficulty":"hard","split":"train"}
{"image":"images/606_007008.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40211490624\",\"ncf\":\"B0146418995\",\"fecha_comprobante\":\"20250606\",\"monto_facturado_servicios\":1336.00,\"monto_facturado_bienes\":32489.00,\"itbis_facturado\":6088.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"22400777714\",\"ncf\":\"B0181507621\",\"fecha_comprobante\":\"20240512\",\"monto_facturado_servicios\":1239.95,\"monto_facturado_bienes\":14713.00,\"itbis_facturado\":2871.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":124.00,\"forma_pago\":1}],\"ocr\":\"YORDANY EUGENIO BAEZ BRETON\\nYORDANY EUGENIO BAEZ BRETON\\nRNC 40211490624\\nCLIENTE: ANKY SOLUTIONS SRL\\nRNC CLIENTE: 132625609\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0146418995\\nFACTURA NO.: 0747914\\nAUTORIZACION: 123401401\\nTELEFONO: 809-232-6831\\nFECHA: 06/06/2025  HORA: 09:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             7,409.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,268.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            437.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,336.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        19,375.00\\n----------------------------------------------\\nSUBTOTAL RD$       33,825.00\\nITBIS RD$       6,088.50\\nTOTAL RD$          39,913.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3989918\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 12748069\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPAGADO\\n\\n--- FACTURA ---\\n\\nBRANDOL MONTAÑO SANCHEZ\\nBRANDOL MONTAÑO SANCHEZ\\nRNC: 22400777714\\nCLIENTE: SUCESORES DE RAFAEL AUGUSTO ROSARIO FER\\nRNC CLIENTE: 132262532\\nFACTURA DE CREDITO FISCAL\\nNCF B0181507621\\nFACTURA NO.: 8397594\\nAUTORIZACION: 111018092\\nTELEFONO: 809-797-5873\\nFECHA: 12/05/2024  HORA: 19:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO             7,764.00\\n    5  UNIDAD    MATERIAL DE OFICINA          1,965.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,648.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,239.95\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,336.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,952.95\\nITBIS 18% RD$       2,871.53\\nPROPINA LEGAL RD$       124.00\\nTOTAL RD$          18,948.48\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2041661\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 28465780\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCargo almacen\"}","template_ids":[6,11],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40211490624","22400777714"],"invoice_ids":["inv_1e39bae480d2f4abc8b3","inv_74879b5ecbf0f330c5f2"],"observation_id":"obs_df386728c003746e7730","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.82,"augmentation_metadata":{"downscale_factor":0.772,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.898,"brightness_factor":1.045,"blur_sigma":0.507,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.19,"jpeg_quality":80,"documents":[{"rotation_deg":-0.277,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":2.923,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7826077043728649346,"difficulty":"hard","split":"train"}
{"image":"images/607_007009.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132667573\",\"ncf\":\"B1587473719\",\"fecha_comprobante\":\"20250309\",\"monto_facturado\":27285.00,\"itbis_facturado\":4911.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":32196.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131553818\",\"ncf\":\"E311313818298\",\"fecha_comprobante\":\"20251224\",\"monto_facturado\":65171.45,\"itbis_facturado\":11730.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":76902.31,\"otras_formas_de_venta\":0.00},{\"rnc\":\"502862758\",\"ncf\":\"B0257199571\",\"fecha_comprobante\":\"20240424\",\"monto_facturado\":16279.00,\"itbis_facturado\":2930.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14114.33,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5094.89,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NERIS ANTONIO LANTIGUA GARCIA\\nRNC EMISOR: 00107266041\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PANADERIA MIAMI SRL\\nRNC CLIENTE: 132667573\\nFACTURA DE CREDITO FISCAL\\nNCF B1587473719\\nFACTURA NO.: 4473907\\nAUTORIZACION: 820972160\\nTELEFONO: 809-596-2846\\nFECHA: 09/03/2025  HORA: 09:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  27,285.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,285.00\\nITBIS 18% RD$       4,911.30\\nTOTAL RD$          32,196.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8610810\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 51246589\\nArchivado\\n\\n--- FACTURA ---\\n\\nZARY S A\\nRNC EMISOR: 101769671\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: QUESOS HENRY ANTON SRL\\nRNC CLIENTE: 131553818\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311313818298\\nFACTURA NO.: 2449309\\nAUTORIZACION: 808693612\\nTELEFONO: 809-449-5836\\nFECHA: 24/12/2025  HORA: 09:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            28,244.95\\n    1  UNIDAD    MATERIAL DE OFICINA          1,842.50\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           584.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,025.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        32,475.00\\n----------------------------------------------\\nSUB-TOTAL RD$       65,171.45\\nIMPUESTO ITBIS RD$      11,730.86\\nTOTAL RD$          76,902.31\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7309206\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 23451876\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nRICFRIAS INVERSIONES\\nRNC EMISOR: 40225093810\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUERRERO ROUSSEAU JUAN ALBERTO\\nRNC CLIENTE: 502862758\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0257199571\\nFACTURA NO.: 0517906\\nAUTORIZACION: 300300238\\nTELEFONO: 809-618-3308\\nFECHA: 24/04/2024  HORA: 13:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REPARACION MECANICA         16,279.00\\n----------------------------------------------\\nSUBTOTAL RD$       16,279.00\\nITBIS 18% RD$       2,930.22\\nTOTAL RD$          19,209.22\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2210721\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 55349134\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nPendiente\"}","template_ids":[5,6,11],"business_categories":["comercio_general","comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00107266041","101769671","40225093810"],"invoice_ids":["inv_0f6f87fe6bdbadfdfbd4","inv_a10ceb54b6c2ce03ca46","inv_5b2dc640a0bd15e00e5d"],"observation_id":"obs_f9092a6145876f242b5d","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.62,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":0.959,"blue_scale":1.041,"contrast_factor":0.927,"brightness_factor":0.95,"blur_sigma":0.113,"crop_applied":false,"camera_distance_factors":[0.939,0.981,0.893],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.47,"jpeg_quality":88,"documents":[{"rotation_deg":-0.977,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.669,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.417,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2693794850499880968,"difficulty":"hard","split":"train"}
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{"image":"images/606_007014.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101570113\",\"ncf\":\"E316580238926\",\"fecha_comprobante\":\"20240212\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1074.00,\"itbis_facturado\":193.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"FER-VIAL S A\\nFER-VIAL S A\\nRNC EMISOR: 101570113\\nCLIENTE: MARIANA ABREU PERALTA\\nRNC CLIENTE: 05300306221\\nFACTURA DE CREDITO FISCAL\\nNCF E316580238926\\nFACTURA NO.: 6252482\\nAUTORIZACION: 284831712\\nTELEFONO: 809-452-5295\\nFECHA: 12/02/2024  HORA: 18:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,074.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,074.00\\nIMPUESTO ITBIS RD$         193.32\\nTOTAL RD$           1,267.32\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9896931\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 43928384\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101570113"],"invoice_ids":["inv_bec68ace5e818f483522"],"observation_id":"obs_bf25d2108948403fe1b5","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":9.64,"augmentation_metadata":{"downscale_factor":0.582,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":1.1,"brightness_factor":1.029,"blur_sigma":0.55,"crop_applied":false,"camera_distance_factors":[0.929],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.94,"jpeg_quality":66,"documents":[{"rotation_deg":-3.897,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3717875199986623568,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_007016.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430193569\",\"ncf\":\"E324726359107\",\"fecha_comprobante\":\"20241015\",\"monto_facturado_servicios\":235844.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":42451.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"118011085\",\"ncf\":\"B0269914468\",\"fecha_comprobante\":\"20250927\",\"monto_facturado_servicios\":795.00,\"monto_facturado_bienes\":27791.98,\"itbis_facturado\":5145.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130390711\",\"ncf\":\"B0117000354\",\"fecha_comprobante\":\"20240224\",\"monto_facturado_servicios\":417727.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":75191.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ICMPI\\nIGLESIA CRISTIANA MISION PENTECOSTAL INTERNACION\\nRNC EMISOR: 430193569\\nCLIENTE: HOGAR ESCUELA EL HUMILDE SAMARITANO\\nRNC CLIENTE: 430002216\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324726359107\\nFACTURA NO.: 2276711\\nAUTORIZACION: 757399858\\nTELEFONO: 809-890-5200\\nFECHA: 15/10/2024  HORA: 10:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   43,500.00\\n    1  MES       SUPERVISION DE OBRA         87,500.00\\n   27  PAGINA    TRADUCCION DE DOCUMENTOS    34,344.00\\n    1  SERVICIO  ASESORIA TECNICA            28,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    42,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      235,844.00\\nITBIS 18% RD$      42,451.92\\nTOTAL RD$         278,295.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4592814\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 28288325\\nDETALLE DE SERVICIOS\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nMOLINO MERCEDES S A\\nMOLINO MERCEDES S A\\nRNC EMISOR: 118011085\\nCLIENTE: JENNGIGRY EIRL\\nRNC CLIENTE: 131442943\\nFACTURA DE CREDITO FISCAL\\nNCF B0269914468\\nFACTURA NO.: 7315093\\nAUTORIZACION: 987281313\\nTELEFONO: 809-880-8550\\nFECHA: 27/09/2025  HORA: 15:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,504.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     795.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,059.98\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  22,520.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     708.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,586.98\\nITBIS RD$       5,145.66\\nTOTAL RD$          33,732.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3775442\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 65744132\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMMS\\n\\n--- FACTURA ---\\n\\nA AQUA REALTY BIENES RAICES\\nA AQUA REALTY BIENES RAICES S A\\nRNC: 130390711\\nCLIENTE: SEVEDEL COMM SRL\\nRNC CLIENTE: 130300862\\nFACTURA DE CREDITO FISCAL\\nNCF: B0117000354\\nFACTURA NO.: 2006212\\nAUTORIZACION: 713348728\\nTELEFONO: 809-452-4604\\nFECHA: 24/02/2024  HORA: 12:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      231,704.00\\n    4  MES       ALQUILER DE LOCAL          163,804.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       14,136.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    8,083.00\\n----------------------------------------------\\nSUB-TOTAL RD$      417,727.95\\nIMPUESTO ITBIS RD$      75,191.03\\nTOTAL RD$         492,918.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5961424\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007019.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00103894705\",\"ncf\":\"B1542996107\",\"fecha_comprobante\":\"20251127\",\"monto_facturado\":228500.00,\"itbis_facturado\":41130.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":269630.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05600037328\",\"ncf\":\"E328509671812\",\"fecha_comprobante\":\"20250124\",\"monto_facturado\":32608.93,\"itbis_facturado\":5869.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":38478.54}],\"ocr\":\"NOTICIAS AL DIA SRL\\nRNC EMISOR: 122012125\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YNGRI JOA PEÑA\\nRNC CLIENTE: 00103894705\\nFACTURA DE CREDITO FISCAL\\nNCF: B1542996107\\nFACTURA NO.: 8322941\\nAUTORIZACION: 719512658\\nTELEFONO: 809-928-1192\\nFECHA: 27/11/2025  HORA: 14:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       50,000.00\\n    1  CASO      REPRESENTACION LEGAL        55,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   42,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    72,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       8,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      228,500.00\\nITBIS 18% RD$      41,130.00\\nTOTAL RD$         269,630.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7454627\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 76565470\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMACUSA TECHNOLOGY\\nRNC EMISOR: 132741633\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EUFEMIO VARGAS LIMA\\nRNC CLIENTE: 05600037328\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328509671812\\nFACTURA NO.: 3257308\\nAUTORIZACION: 809213579\\nTELEFONO: 809-616-3069\\nFECHA: 24/01/2025  HORA: 16:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,453.98\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   7,179.95\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  21,975.00\\n-------------------------------------------\\nSUBTOTAL RD$       32,608.93\\nITBIS 18% RD$       5,869.61\\nTOTAL RD$          38,478.54\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 9867345\\nGRACIAS POR SU COMPRA\\nMT\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["122012125","132741633"],"invoice_ids":["inv_8943cf107aeb737a5ab1","inv_cf20190ea6319d228754"],"observation_id":"obs_ea21022bd6430dfb4932","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.986,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.03,"jpeg_quality":97,"documents":[{"rotation_deg":-0.096,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.08,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MT"}]},"num_invoices":2,"seed":13542058673528873843,"difficulty":"medium","split":"train"}
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{"image":"images/607_007021.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132385985\",\"ncf\":\"B0205862699\",\"fecha_comprobante\":\"20250323\",\"monto_facturado\":37500.00,\"itbis_facturado\":6750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":44250.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130066221\",\"ncf\":\"B0214021152\",\"fecha_comprobante\":\"20250810\",\"monto_facturado\":17119.00,\"itbis_facturado\":3081.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":20200.42},{\"rnc\":\"132733802\",\"ncf\":\"B0200189566\",\"fecha_comprobante\":\"20240317\",\"monto_facturado\":16016.00,\"itbis_facturado\":2882.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":18898.88,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EFIGENIO ISAAK  TORRES LORA\\nRNC EMISOR: 00118127877\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RECICLADORA JCB SRL\\nRNC CLIENTE: 132385985\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0205862699\\nFACTURA NO.: 2581676\\nAUTORIZACION: 286740542\\nTELEFONO: 809-212-6622\\nFECHA: 23/03/2025  HORA: 19:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       17,500.00\\n    1  PROYECTO  DISENO DE PLANOS            20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       37,500.00\\nITBIS 18% RD$       6,750.00\\nTOTAL RD$          44,250.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8253060\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 57185276\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSESCAP\\nRNC EMISOR: 131099173\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORT COPIER S SUPPLY\\nRNC CLIENTE: 130066221\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0214021152\\nFACTURA NO.: 3453566\\nAUTORIZACION: 784134204\\nTELEFONO: 809-473-7358\\nFECHA: 10/08/2025  HORA: 10:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,551.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,916.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,762.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,890.00\\n-------------------------------------------\\nSUBTOTAL RD$       17,119.00\\nITBIS 18% RD$       3,081.42\\nTOTAL RD$          20,200.42\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 5863051\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 84657470\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJOVANNY GARRIDO MONTILLA\\nRNC EMISOR: 40215146172\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WONGPS SRL\\nRNC CLIENTE: 132733802\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0200189566\\nFACTURA NO.: 3278244\\nAUTORIZACION: 730334149\\nTELEFONO: 809-275-7129\\nFECHA: 17/03/2024  HORA: 09:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     SERVICIO DE TRANSPORTE      16,016.00\\n----------------------------------------------\\nSUB-TOTAL RD$       16,016.00\\nIMPUESTO ITBIS RD$       2,882.88\\nTOTAL RD$          18,898.88\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7404900\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 14846968\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nPendiente\"}","template_ids":[4,1,11],"business_categories":["profesional","comercio_general","transporte"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00118127877","131099173","40215146172"],"invoice_ids":["inv_941f9132ed61e5de132a","inv_94dbe255bc5e39125714","inv_9c79494a3f385338c211"],"observation_id":"obs_77133fe3d2f669246690","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.948,"brightness_factor":1.006,"blur_sigma":0.205,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.06,"jpeg_quality":96,"documents":[{"rotation_deg":0.269,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.066,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.096,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":5944963820748682713,"difficulty":"hard","split":"train"}
{"image":"images/606_007022.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101605121\",\"ncf\":\"B1512420425\",\"fecha_comprobante\":\"20240618\",\"monto_facturado_servicios\":1276.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":229.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"TRANSPORTES TURISTICOS OMEGA S A\\nTRANSPORTES TURISTICOS OMEGA S A\\nRNC EMISOR: 101605121\\nCLIENTE: KIKI SRL\\nRNC CLIENTE: 105039761\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1512420425\\nFACTURA NO.: 1268057\\nAUTORIZACION: 313341673\\nTELEFONO: 809-656-9772\\nFECHA: 18/06/2024  HORA: 13:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,276.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,276.00\\nITBIS RD$         229.68\\nTOTAL RD$           1,505.68\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 717939\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 33557167\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101605121"],"invoice_ids":["inv_e7f89f7de75f7b464973"],"observation_id":"obs_53b57555269f601a086a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.977,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.985,"brightness_factor":0.979,"blur_sigma":0.117,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.19,"jpeg_quality":94,"documents":[{"rotation_deg":0.627,"perspective":0.003,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15127281970943002809,"difficulty":"light","split":"train"}
{"image":"images/607_007023.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430260444\",\"ncf\":\"E457784016751\",\"fecha_comprobante\":\"20250126\",\"monto_facturado\":219000.00,\"itbis_facturado\":39420.00,\"impuesto_selectivo_al_consumo\":21900.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":280320.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CAROLIN JOSEFINA LIMA  HERNANDEZ\\nRNC EMISOR: 00117311837\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION VIDA POR LOS PECES FUNVIPP\\nRNC CLIENTE: 430260444\\nFACTURA DE CREDITO FISCAL\\nNCF: E457784016751\\nFACTURA NO.: 1818456\\nAUTORIZACION: 104428362\\nTELEFONO: 809-718-1254\\nFECHA: 26/01/2025  HORA: 12:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       97,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   25,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n    1  CASO      REPRESENTACION LEGAL        72,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      219,000.00\\nITBIS 18% RD$      39,420.00\\nIMP. SELECTIVO RD$  21,900.00\\nTOTAL RD$         280,320.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2518924\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 86788771\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nRevisado\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00117311837"],"invoice_ids":["inv_2924cac6afc5465951bf"],"observation_id":"obs_99438444f39a55407f24","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":7.09,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.984,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":28.38,"jpeg_quality":95,"documents":[{"rotation_deg":-0.148,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16849897931862701227,"difficulty":"clean","split":"train"}
{"image":"images/606_007024.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05500424733\",\"ncf\":\"B1402169114\",\"fecha_comprobante\":\"20240601\",\"monto_facturado_servicios\":104500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18810.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132140133\",\"ncf\":\"B0171438669\",\"fecha_comprobante\":\"20240802\",\"monto_facturado_servicios\":137500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00118082742\",\"ncf\":\"E452551804224\",\"fecha_comprobante\":\"20240319\",\"monto_facturado_servicios\":65000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JUAN CARLOS PICHARDO UREÑA\\nJUAN CARLOS PICHARDO UREÑA\\nRNC EMISOR: 05500424733\\nCLIENTE: CONSORCIO CIMAC\\nRNC CLIENTE: 133383462\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1402169114\\nFACTURA NO.: 7922762\\nAUTORIZACION: 118628110\\nTELEFONO: 809-498-5371\\nFECHA: 01/06/2024  HORA: 13:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  82,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  11,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  11,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      104,500.00\\nITBIS RD$      18,810.00\\nTOTAL RD$         123,310.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3517849\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 49672343\\nRecibido\\n\\n--- FACTURA ---\\n\\nFISIOVITAL\\nFISIOVITAL SRL\\nRNC: 132140133\\nCLIENTE: JOSE DEL CARMEN CUBILETTE MEJIA\\nRNC CLIENTE: 01000479251\\nFACTURA DE CREDITO FISCAL\\nNCF B0171438669\\nFACTURA NO.: 2656571\\nAUTORIZACION: 818526958\\nTELEFONO: 809-482-4290\\nFECHA: 02/08/2024  HORA: 11:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  21,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  70,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   3,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  43,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      137,500.00\\nITBIS 18% RD$      24,750.00\\nTOTAL RD$         162,250.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7155588\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nDANIEL ALEJANDRO FORERO SOSA\\nDANIEL ALEJANDRO FORERO SOSA\\nRNC EMISOR: 00118082742\\nCLIENTE: CHARLIE  ESCOBOZA GARCIA\\nRNC CLIENTE: 03104589530\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452551804224\\nFACTURA NO.: 0282024\\nAUTORIZACION: 584320813\\nTELEFONO: 809-462-3938\\nFECHA: 19/03/2024  HORA: 08:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  50,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  15,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       65,000.00\\nITBIS RD$      11,700.00\\nTOTAL RD$          76,700.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6157712\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007025.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05401545768\",\"ncf\":\"B1583606593\",\"fecha_comprobante\":\"20250324\",\"monto_facturado\":31144.95,\"itbis_facturado\":5606.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":36751.04,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"422002414\",\"ncf\":\"E457507886105\",\"fecha_comprobante\":\"20240821\",\"monto_facturado\":40269.75,\"itbis_facturado\":7248.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":66.59,\"monto_propina_legal\":0.00,\"efectivo\":32600.08,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14984.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ARIDIO MEJIA HERNANDEZ\\nRNC EMISOR: 00113532105\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALBA GISSETTES POLANCO ZORRILLA\\nRNC CLIENTE: 05401545768\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1583606593\\nFACTURA NO.: 4958851\\nAUTORIZACION: 32737191\\nTELEFONO: 809-878-9717\\nFECHA: 24/03/2025  HORA: 10:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            620.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,484.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,986.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        27,054.95\\n----------------------------------------------\\nSUB-TOTAL RD$       31,144.95\\nIMPUESTO ITBIS RD$       5,606.09\\nTOTAL RD$          36,751.04\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9798571\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nEntregado\\n\\n--- FACTURA ---\\n\\nEVERPACK\\nRNC EMISOR: 133579881\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLUB DE LEONES STO DGO EL MILLON\\nINC\\nRNC CLIENTE: 422002414\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457507886105\\nFACTURA NO.: 9574428\\nAUTORIZACION: 562853798\\nTELEFONO: 809-904-7556\\nFECHA: 21/08/2024  HORA: 12:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,745.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  33,065.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,459.75\\n-------------------------------------------\\nBASE IMPONIBLE RD$       40,269.75\\nITBIS 18% RD$       7,248.56\\nOTROS IMPUESTOS RD$      66.59\\nTOTAL RD$          47,584.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9338613\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 71905612\\nREVISADO\"}","template_ids":[4,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00113532105","133579881"],"invoice_ids":["inv_af21b57df97234f38028","inv_51c0ed09396c40619b28"],"observation_id":"obs_b7aa63a67e8a04a3dd1f","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.91,"augmentation_metadata":{"downscale_factor":0.671,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.929,"brightness_factor":0.943,"blur_sigma":0.425,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":57.63,"jpeg_quality":89,"documents":[{"rotation_deg":-1.984,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.18,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":3835466584047738190,"difficulty":"hard","split":"train"}
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{"image":"images/607_007027.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130257698\",\"ncf\":\"E456482990230\",\"fecha_comprobante\":\"20240111\",\"monto_facturado\":12255.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12255.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DREW ESTATE DOMINICANA\\nRNC EMISOR: 133779404\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMPRESA DE SERVICIOS ECOLOGICOS Y\\nTURIS\\nRNC CLIENTE: 130257698\\nFACTURA DE CREDITO FISCAL\\nNCF E456482990230\\nFACTURA NO.: 5541773\\nAUTORIZACION: 824057635\\nTELEFONO: 809-333-5079\\nFECHA: 11/01/2024  HORA: 19:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,555.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,700.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,255.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          12,255.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3924157\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 67658318\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133779404"],"invoice_ids":["inv_712a198fe210b9cba673"],"observation_id":"obs_7979a8741edeab5b579a","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":10.48,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.983,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.72,"jpeg_quality":98,"documents":[{"rotation_deg":0.139,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3664164290124354469,"difficulty":"clean","split":"train"}
{"image":"images/606_007028.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130169667\",\"ncf\":\"B0280102839\",\"fecha_comprobante\":\"20241018\",\"monto_facturado_servicios\":1554.99,\"monto_facturado_bienes\":17464.96,\"itbis_facturado\":3423.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MIEL\\nMIEL SRL\\nRNC EMISOR: 130169667\\nCLIENTE: HECTOR AUGUSTO VILLAMAN SARITA\\nRNC CLIENTE: 03900070479\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0280102839\\nFACTURA NO.: 8029988\\nAUTORIZACION: 662388688\\nTELEFONO: 809-595-9917\\nFECHA: 18/10/2024  HORA: 13:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,747.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     428.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   5,957.97\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,331.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,554.99\\n-------------------------------------------\\nSUB-TOTAL RD$       19,019.95\\nITBIS 18% RD$       3,423.59\\nTOTAL RD$          22,443.54\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4905030\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 87025977\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130169667"],"invoice_ids":["inv_17fcff847e4af9e1b9b1"],"observation_id":"obs_99277bc2431554fb71bd","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.35,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.009,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.82,"jpeg_quality":98,"documents":[{"rotation_deg":-0.104,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6532360376019517709,"difficulty":"clean","split":"train"}
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{"image":"images/607_007031.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132639995\",\"ncf\":\"E325164337676\",\"fecha_comprobante\":\"20240101\",\"monto_facturado\":35875.80,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":23908.32,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11967.48,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"114012528\",\"ncf\":\"B0262711895\",\"fecha_comprobante\":\"20251112\",\"monto_facturado\":1315.97,\"itbis_facturado\":236.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":975.97,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":576.87,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALMACEN DOBLE VIA\\nRNC EMISOR: 00102038965\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KITE SOUL SRL\\nRNC CLIENTE: 132639995\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325164337676\\nFACTURA NO.: 7921297\\nAUTORIZACION: 997853187\\nTELEFONO: 809-788-4422\\nFECHA: 01/01/2024  HORA: 17:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  23,860.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,431.85\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,633.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   6,129.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     820.50\\n-------------------------------------------\\nSUB-TOTAL RD$       35,875.80\\nITBIS 18% RD$           0.00\\nTOTAL RD$          35,875.80\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4945230\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 45109808\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\\n\\n--- FACTURA ---\\n\\nLELFIN JHOAN FRANCISCO DOMINGUEZ\\nRNC EMISOR: 04000131039\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LINDA FASHION C POR A\\nRNC CLIENTE: 114012528\\nFACTURA DE CREDITO FISCAL\\nNCF B0262711895\\nFACTURA NO.: 0685228\\nAUTORIZACION: 581637347\\nTELEFONO: 809-492-4721\\nFECHA: 12/11/2025  HORA: 08:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REFRESCO\\n                                     435.00\\n    3  UNIDAD    POSTRE DE LA CASA\\n                                     764.97\\n    1  UNIDAD    JUGO NATURAL\\n                                     116.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,315.97\\nITBIS 18% RD$         236.87\\nTOTAL RD$           1,552.84\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7432311\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 60977762\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,1],"business_categories":["comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00102038965","04000131039"],"invoice_ids":["inv_7ec3b405acbad134b142","inv_e09a41e3a4aa1d7dd357"],"observation_id":"obs_a5c2bfc8ef397f7abf56","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.733,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.717,"brightness_factor":1.091,"blur_sigma":0.624,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":58.02,"jpeg_quality":86,"documents":[{"rotation_deg":0.651,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.634,"perspective":0.008,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6832925237493476432,"difficulty":"hard","split":"train"}
{"image":"images/606_007032.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132126971\",\"ncf\":\"B1561167752\",\"fecha_comprobante\":\"20240608\",\"monto_facturado_servicios\":82500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14850.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00201390465\",\"ncf\":\"E454281470211\",\"fecha_comprobante\":\"20240101\",\"monto_facturado_servicios\":116000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":20880.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"TOYINA GROUP\\nTOYINA GROUP SRL\\nRNC EMISOR: 132126971\\nCLIENTE: WILLI SANTANA MERCEDES\\nRNC CLIENTE: 02601344480\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1561167752\\nFACTURA NO.: 0622991\\nAUTORIZACION: 127654029\\nTELEFONO: 809-719-1356\\nFECHA: 08/06/2024  HORA: 20:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      28,000.00\\n    1  SERVICIO  ASESORIA TECNICA            27,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       82,500.00\\nITBIS 18% RD$      14,850.00\\nTOTAL RD$          97,350.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4108570\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 48304630\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPORFIRIO ALBERTO ANDIS BELLIARD PIMENTEL\\nPORFIRIO ALBERTO ANDIS BELLIARD PIMENTEL\\nRNC: 00201390465\\nCLIENTE: KAY SMILES CLINICA DENTAL SRL\\nRNC CLIENTE: 132634241\\nFACTURA DE CREDITO FISCAL\\nNCF E454281470211\\nFACTURA NO.: 5274129\\nAUTORIZACION: 775507793\\nTELEFONO: 809-921-1515\\nFECHA: 01/01/2024  HORA: 20:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  DOCUMENT  REDACCION DE CONTRATO       36,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       65,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      116,000.00\\nITBIS 18% RD$      20,880.00\\nTOTAL RD$         136,880.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7174373\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 27032441\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,2],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132126971","00201390465"],"invoice_ids":["inv_b1af8f4e7029cd67ff5b","inv_29ad82413875fda253e2"],"observation_id":"obs_ad7c29ba5701443e8539","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.806,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.744,"brightness_factor":1.096,"blur_sigma":0.452,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.82,"jpeg_quality":77,"documents":[{"rotation_deg":0.937,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.367,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16488654155640987198,"difficulty":"hard","split":"train"}
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{"image":"images/607_007041.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04900599913\",\"ncf\":\"E322965495625\",\"fecha_comprobante\":\"20250518\",\"monto_facturado\":6882.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":6882.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO JUAN PABLO DUART\\nRNC EMISOR: 430158542\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NEREYDA RODRIGUEZ PEREZ DE FERNANDEZ\\nRNC CLIENTE: 04900599913\\nFACTURA DE CREDITO FISCAL\\nNCF E322965495625\\nFACTURA NO.: 1174877\\nAUTORIZACION: 948053563\\nTELEFONO: 809-627-5590\\nFECHA: 18/05/2025  HORA: 10:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    LIBRO DE TEXTO               6,882.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,882.00\\nITBIS RD$           0.00\\nTOTAL RD$           6,882.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2246517\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 66901453\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[13],"business_categories":["educacion"],"catalog_sources":[["curated"]],"issuer_rncs":["430158542"],"invoice_ids":["inv_bdff83b261556be1b661"],"observation_id":"obs_034d1247215c48894a77","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.629,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.877,"brightness_factor":1.059,"blur_sigma":0.501,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.93,"jpeg_quality":85,"documents":[{"rotation_deg":0.818,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":232057728876084500,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 39657322\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOBRISA S A\\nRNC EMISOR: 101038642\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISRAEL PEREZ MASLE\\nRNC CLIENTE: 40241861695\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1460445431\\nFACTURA NO.: 1445573\\nAUTORIZACION: 39890515\\nTELEFONO: 809-353-4310\\nFECHA: 09/07/2024  HORA: 15:06\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    SEMILLAS CERTIFICADAS\\n                                                  1,264.00\\n    2  QUINTAL   FRUTAS FRESCAS\\n                                                  2,039.98\\n    5  SERVICIO  SERVICIO DE COSECHA\\n                                                 86,390.00\\n    4  UNIDAD    FERTILIZANTE AGRICOLA\\n                                                 11,924.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      101,617.98\\nITBIS 18% RD$      17,924.04\\nTOTAL RD$         119,542.02\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2107164\\nGRACIAS POR SU COMPRA\\nOK\\n\\n--- FACTURA ---\\n\\nALEJANDRO MONTES DE OCA PEÑA\\nRNC EMISOR: 00117850966\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALIANZA ESTRATEGICA CABRERA PENA SRL\\nRNC CLIENTE: 131878393\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312933154683\\nFACTURA NO.: 4493812\\nAUTORIZACION: 443043454\\nTELEFONO: 809-418-2046\\nFECHA: 20/12/2025  HORA: 09:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,326.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,110.99\\n----------------------------------------------\\nSUB-TOTAL RD$        2,436.99\\nIMPUESTO ITBIS RD$         438.66\\nTOTAL RD$           2,875.65\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4593216\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nRAMON ANTONIO RAMIREZ\\nRNC EMISOR: 02800820934\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALTAIR PHARMA SRL\\nRNC CLIENTE: 132555163\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0175895376\\nFACTURA NO.: 0685739\\nAUTORIZACION: 497337047\\nTELEFONO: 809-827-4327\\nFECHA: 06/02/2024  HORA: 19:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       106,000.00\\n   27  PAGINA    TRADUCCION DE DOCUMENTOS    54,405.00\\n    2  JORNADA   CAPACITACION EMPRESARIAL    64,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      224,405.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         224,405.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4651362\\nGRACIAS POR SU COMPRA\\nCANT. 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{"image":"images/606_007070.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00116257312\",\"ncf\":\"E328982488939\",\"fecha_comprobante\":\"20250127\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17118.25,\"itbis_facturado\":3081.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LUIS OMAR REYNOSO BAUTISTA\\nLUIS OMAR REYNOSO BAUTISTA\\nRNC 00116257312\\nCLIENTE: INMOBILIARIA GOLF BRAN\\nRNC CLIENTE: 130581592\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328982488939\\nFACTURA NO.: 3706177\\nAUTORIZACION: 747551544\\nTELEFONO: 809-808-6408\\nFECHA: 27/01/2025  HORA: 08:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,510.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  11,448.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,120.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,039.75\\n-------------------------------------------\\nSUBTOTAL RD$       17,118.25\\nITBIS RD$       3,081.29\\nTOTAL RD$          20,199.54\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7713073\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00116257312"],"invoice_ids":["inv_f8d4104215dd1d6416e2"],"observation_id":"obs_008f3d4d44013df1bd77","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":10.42,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":1.047,"blue_scale":0.953,"contrast_factor":1.006,"brightness_factor":0.984,"blur_sigma":0.122,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.36,"jpeg_quality":90,"documents":[{"rotation_deg":-0.257,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5942204689567416165,"difficulty":"light","split":"train"}
{"image":"images/607_007071.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01200950630\",\"ncf\":\"B1403726217\",\"fecha_comprobante\":\"20240825\",\"monto_facturado\":27532.95,\"itbis_facturado\":4955.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":32488.88,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LIDENUF\\nRNC EMISOR: 430030457\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIX DAMIAN SUAZO MORA\\nRNC CLIENTE: 01200950630\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1403726217\\nFACTURA NO.: 5182347\\nAUTORIZACION: 777993999\\nTELEFONO: 809-222-7333\\nFECHA: 25/08/2024  HORA: 17:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,675.95\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   4,210.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,774.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     451.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  19,422.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,532.95\\nITBIS 18% RD$       4,955.93\\nTOTAL RD$          32,488.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3145645\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430030457"],"invoice_ids":["inv_f7420fc5f3fde0fbebeb"],"observation_id":"obs_94f8e877f21338cab543","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.15,"augmentation_metadata":{"downscale_factor":0.932,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.029,"brightness_factor":1.011,"blur_sigma":0.194,"crop_applied":false,"camera_distance_factors":[0.942],"legibility_scale_corrections":[0.0],"final_contrast_stddev":96.64,"jpeg_quality":87,"documents":[{"rotation_deg":0.778,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10959341317667455,"difficulty":"light","split":"train"}
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{"image":"images/607_007073.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130289549\",\"ncf\":\"E322058444959\",\"fecha_comprobante\":\"20240904\",\"monto_facturado\":7509.50,\"itbis_facturado\":1351.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8861.21,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EL SALON DE FLABIA\\nRNC EMISOR: 07200023203\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARCAYA HOLDING INC\\nRNC CLIENTE: 130289549\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322058444959\\nFACTURA NO.: 2905298\\nAUTORIZACION: 916288504\\nTELEFONO: 809-906-3213\\nFECHA: 04/09/2024  HORA: 09:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,516.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     993.50\\n-------------------------------------------\\nSUB-TOTAL RD$        7,509.50\\nITBIS 18% RD$       1,351.71\\nTOTAL RD$           8,861.21\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9960689\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["07200023203"],"invoice_ids":["inv_81bb17fdb99788712cb8"],"observation_id":"obs_14ae76f5efdafb369f11","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":11.45,"augmentation_metadata":{"downscale_factor":0.897,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":1.015,"brightness_factor":0.976,"blur_sigma":0.495,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":90.42,"jpeg_quality":82,"documents":[{"rotation_deg":-2.048,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16844451220339989891,"difficulty":"hard","split":"validation"}
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{"image":"images/606_007084.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132349199\",\"ncf\":\"E442839723811\",\"fecha_comprobante\":\"20250225\",\"monto_facturado_servicios\":376159.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":67708.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130941408\",\"ncf\":\"E329365074210\",\"fecha_comprobante\":\"20240112\",\"monto_facturado_servicios\":183000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FAVERMA GROUP\\nFAVERMA GROUP SRL\\nRNC EMISOR: 132349199\\nCLIENTE: HOTEL LA RAZA SRL\\nRNC CLIENTE: 133668181\\nFACTURA DE CREDITO FISCAL\\nNCF: E442839723811\\nFACTURA NO.: 4874668\\nAUTORIZACION: 804959905\\nTELEFONO: 809-628-7607\\nFECHA: 25/02/2025  HORA: 09:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,604.00\\n    1  SERVICIO  COMISION INMOBILIARIA      181,888.50\\n    2  SERVICIO  TASACION DE PROPIEDAD       19,786.00\\n    4  MES       ALQUILER DE LOCAL          145,460.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   19,421.00\\n----------------------------------------------\\nSUB-TOTAL RD$      376,159.50\\nIMPUESTO ITBIS RD$      67,708.71\\nTOTAL RD$         443,868.21\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2300011\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 27519301\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nCLUB DE REJUVENECIMIENTO CLUBREJ SRL\\nCLUB DE REJUVENECIMIENTO CLUBREJ SRL\\nRNC 130941408\\nCLIENTE: ADHARA TOURS & TRANSFERS SRL\\nRNC CLIENTE: 133672456\\nFACTURA DE CREDITO FISCAL\\nNCF E329365074210\\nFACTURA NO.: 9664061\\nAUTORIZACION: 771025473\\nTELEFONO: 809-688-9033\\nFECHA: 12/01/2024  HORA: 15:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            52,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   48,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   15,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    52,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      183,000.00\\nIMPUESTO ITBIS RD$      32,940.00\\nTOTAL RD$         215,940.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6437496\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 88674124\\nDETALLE DE SERVICIOS\\nCargo a oficina\"}","template_ids":[11,4],"business_categories":["inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132349199","130941408"],"invoice_ids":["inv_3e072117324b8a8ec998","inv_56af4dfe3c6231792f90"],"observation_id":"obs_2d9e5371e78ad24c50f1","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.013,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.34,"jpeg_quality":98,"documents":[{"rotation_deg":0.112,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.019,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14311107255862066274,"difficulty":"medium","split":"train"}
{"image":"images/607_007085.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131553958\",\"ncf\":\"E314683362239\",\"fecha_comprobante\":\"20240218\",\"monto_facturado\":8420.75,\"itbis_facturado\":1515.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":44.30,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":9980.79,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00116744103\",\"ncf\":\"E443835178338\",\"fecha_comprobante\":\"20241201\",\"monto_facturado\":28961.80,\"itbis_facturado\":5213.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":34174.92,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132653181\",\"ncf\":\"B1408472608\",\"fecha_comprobante\":\"20251124\",\"monto_facturado\":52991.00,\"itbis_facturado\":9538.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":62529.38,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CENTRO PLAZA LA FERIA\\nRNC EMISOR: 03400048926\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DAXANI SRL\\nRNC CLIENTE: 131553958\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314683362239\\nFACTURA NO.: 9227024\\nAUTORIZACION: 885119532\\nTELEFONO: 809-876-1695\\nFECHA: 18/02/2024  HORA: 15:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,634.75\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   4,786.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,420.75\\nITBIS 18% RD$       1,515.74\\nOTROS IMPUESTOS RD$      44.30\\nTOTAL RD$           9,980.79\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9638345\\nGRACIAS POR SU COMPRA\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nJ LAURITZEN BULKERS\\nRNC EMISOR: 101176512\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARGARET INAXIDI ALMANZAR FORTUNA\\nRNC CLIENTE: 00116744103\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443835178338\\nFACTURA NO.: 9132640\\nAUTORIZACION: 525675307\\nTELEFONO: 809-792-7802\\nFECHA: 01/12/2024  HORA: 13:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            25,123.80\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,182.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,600.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,056.00\\n----------------------------------------------\\nSUBTOTAL RD$       28,961.80\\nITBIS 18% RD$       5,213.12\\nTOTAL RD$          34,174.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4257478\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007093.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130577951\",\"ncf\":\"E458350761745\",\"fecha_comprobante\":\"20240803\",\"monto_facturado\":2424.55,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2424.55,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COLMADO DURAN\\nRNC EMISOR: 03400062547\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DARK OLIVE ENTERPRISES S A\\nRNC CLIENTE: 130577951\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458350761745\\nFACTURA NO.: 8526536\\nAUTORIZACION: 439316271\\nTELEFONO: 809-531-7372\\nFECHA: 03/08/2024  HORA: 20:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  LIBRA     CAFE MOLIDO 1 LB\\n                                   1,954.75\\n    4  LIBRA     HARINA DE TRIGO LIBRA\\n                                     115.80\\n    3  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     354.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,424.55\\nITBIS RD$           0.00\\nTOTAL RD$           2,424.55\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8771252\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 90158172\\nPAGADO\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["03400062547"],"invoice_ids":["inv_4eadb3629c60e45f5a03"],"observation_id":"obs_6fa8bd4ec75bb0ff0444","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":8.98,"augmentation_metadata":{"downscale_factor":0.924,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":1.024,"brightness_factor":0.938,"blur_sigma":0.13,"crop_applied":false,"camera_distance_factors":[0.922],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":93,"documents":[{"rotation_deg":0.751,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13478529980358580982,"difficulty":"light","split":"validation"}
{"image":"images/606_007094.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03102007618\",\"ncf\":\"E316230914109\",\"fecha_comprobante\":\"20241003\",\"monto_facturado_servicios\":286500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"LUISA GERTRUDIS RIVERA ALIX\\nLUISA GERTRUDIS RIVERA ALIX\\nRNC 03102007618\\nCLIENTE: JUAN PABLO PIMENTEL PIMENTEL\\nRNC CLIENTE: 00101648962\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316230914109\\nFACTURA NO.: 6724633\\nAUTORIZACION: 788290522\\nTELEFONO: 809-532-9514\\nFECHA: 03/10/2024  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         91,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       95,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       25,500.00\\n    1  SERVICIO  ASESORIA TECNICA            22,500.00\\n    1  PROYECTO  DISENO DE PLANOS            52,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      286,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         286,500.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1270777\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 21555325\\nDETALLE DE SERVICIOS\\nENTREGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03102007618"],"invoice_ids":["inv_e06ef2f967788113bb24"],"observation_id":"obs_f0863a2ce2605a9f2a02","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.5,"augmentation_metadata":{"downscale_factor":0.659,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":0.994,"brightness_factor":0.911,"blur_sigma":0.417,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.81,"jpeg_quality":83,"documents":[{"rotation_deg":2.154,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10797615180228125562,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 43986411\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\\n\\n--- FACTURA ---\\n\\nMOLITIAM DOMINICANA SERVICIOS MULTIPLES\\nMOLITIAM DOMINICANA SERVICIOS MULTIPLES SRL\\nRNC: 132034643\\nCLIENTE: SENDA CORPORATIVA EIRL\\nRNC CLIENTE: 133469928\\nFACTURA DE CREDITO FISCAL\\nNCF: B0231974164\\nFACTURA NO.: 7886827\\nAUTORIZACION: 389380676\\nTELEFONO: 809-283-2281\\nFECHA: 13/12/2024  HORA: 20:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       32,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   17,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    35,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       84,500.00\\nIMPUESTO ITBIS RD$      15,210.00\\nTOTAL RD$          99,710.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4056215\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,5,13],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133385422","133695421","132034643"],"invoice_ids":["inv_2bcd668917fbe32386ea","inv_d9cf278efb7f88509013","inv_982ac6aad2f822638af0"],"observation_id":"obs_cffa1673e4bf4646b4c0","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.915,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.723,"brightness_factor":1.099,"blur_sigma":0.568,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.73,"jpeg_quality":83,"documents":[{"rotation_deg":-0.135,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.579,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.076,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":5163296626469271976,"difficulty":"hard","split":"train"}
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{"image":"images/607_007133.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132959541\",\"ncf\":\"B1491483407\",\"fecha_comprobante\":\"20240818\",\"monto_facturado\":28043.50,\"itbis_facturado\":5047.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":33091.33,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PESCADERIA OZAMA\\nRNC EMISOR: 130217582\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CHAB S PC HOUSE SRL\\nRNC CLIENTE: 132959541\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1491483407\\nFACTURA NO.: 6187451\\nAUTORIZACION: 905272274\\nTELEFONO: 809-909-4296\\nFECHA: 18/08/2024  HORA: 11:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            673.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,323.00\\n    3  UNIDAD    MATERIAL DE OFICINA          2,397.00\\n    4  UNIDAD    EQUIPO ELECTRICO            11,904.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        11,746.50\\n----------------------------------------------\\nSUBTOTAL RD$       28,043.50\\nITBIS 18% RD$       5,047.83\\nTOTAL RD$          33,091.33\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5747501\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 78522142\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130217582"],"invoice_ids":["inv_07cb747f06953cd64471"],"observation_id":"obs_cf68c95065367f71e59a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.948,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.997,"brightness_factor":1.02,"blur_sigma":0.003,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":96,"documents":[{"rotation_deg":-0.501,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17200734545780897598,"difficulty":"light","split":"train"}
{"image":"images/606_007134.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133226022\",\"ncf\":\"E454121909028\",\"fecha_comprobante\":\"20250521\",\"monto_facturado_servicios\":837.50,\"monto_facturado_bienes\":30635.93,\"itbis_facturado\":5665.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":61.94,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"IMPRESSIONS STUDIO BY VPF\\nIMPRESSIONS STUDIO BY VPF SRL\\nRNC EMISOR: 133226022\\nCLIENTE: HOGAR DE ENVEJECIENTES DE LOS\\nSECTORES\\nRNC CLIENTE: 430140457\\nFACTURA DE CREDITO FISCAL\\nNCF: E454121909028\\nFACTURA NO.: 2001023\\nAUTORIZACION: 239381187\\nTELEFONO: 809-252-4032\\nFECHA: 21/05/2025  HORA: 20:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,559.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     837.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,987.97\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,416.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,672.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       31,473.43\\nITBIS RD$       5,665.22\\nOTROS IMPUESTOS RD$      61.94\\nTOTAL RD$          37,200.59\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 9416380\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 29472966\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nISB\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133226022"],"invoice_ids":["inv_106f1dd6183a72dc774c"],"observation_id":"obs_b48c2a7ece0a8b6b91d9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.37,"augmentation_metadata":{"downscale_factor":0.861,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.937,"brightness_factor":0.853,"blur_sigma":0.74,"crop_applied":false,"camera_distance_factors":[0.947],"legibility_scale_corrections":[0.0],"final_contrast_stddev":59.79,"jpeg_quality":80,"documents":[{"rotation_deg":2.811,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ISB"}]},"num_invoices":1,"seed":3891704524879549843,"difficulty":"medium","split":"train"}
{"image":"images/607_007135.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04400108942\",\"ncf\":\"E311460400919\",\"fecha_comprobante\":\"20240929\",\"monto_facturado\":31676.50,\"itbis_facturado\":5701.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":2779.10,\"efectivo\":40157.37,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO MARANELLO\\nRNC EMISOR: 130766665\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEXANDRA MERCEDES RODRIGUEZ MARTE\\nRNC CLIENTE: 04400108942\\nFACTURA DE CREDITO FISCAL\\nNCF: E311460400919\\nFACTURA NO.: 0753622\\nAUTORIZACION: 446509322\\nTELEFONO: 809-625-3799\\nFECHA: 29/09/2024  HORA: 19:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REFRESCO\\n                                     590.00\\n    2  UNIDAD    JUGO NATURAL\\n                                     230.00\\n    3  UNIDAD    PIZZA MEDIANA\\n                                   2,580.00\\n    1  UNIDAD    POLLO A LA PLANCHA\\n                                     485.50\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  27,791.00\\n-------------------------------------------\\nSUB-TOTAL RD$       31,676.50\\nITBIS 18% RD$       5,701.77\\nPROPINA LEGAL RD$     2,779.10\\nTOTAL RD$          40,157.37\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9774067\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 92563464\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nGM\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["130766665"],"invoice_ids":["inv_4edcaf424560023fb498"],"observation_id":"obs_2b106841bdb1cf75d8f1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.26,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":1.007,"brightness_factor":1.015,"blur_sigma":0.153,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.75,"jpeg_quality":94,"documents":[{"rotation_deg":0.029,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"GM"}]},"num_invoices":1,"seed":3055361228430002163,"difficulty":"light","split":"train"}
{"image":"images/606_007136.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131044591\",\"ncf\":\"E442660961379\",\"fecha_comprobante\":\"20240422\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13442.50,\"itbis_facturado\":2419.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SANTO DOMINGO COFFEE SHOP\\nSANTO DOMINGO COFFEE SHOP SAS\\nRNC: 131044591\\nCLIENTE: JUAN MIGUEL CHALAS AQUINO\\nRNC CLIENTE: 00116969734\\nFACTURA DE CREDITO FISCAL\\nNCF E442660961379\\nFACTURA NO.: 1344592\\nAUTORIZACION: 656440565\\nTELEFONO: 809-244-2330\\nFECHA: 22/04/2024  HORA: 10:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,292.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,150.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,442.50\\nITBIS RD$       2,419.65\\nTOTAL RD$          15,862.15\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 462777\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 80342353\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131044591"],"invoice_ids":["inv_a52aa3772a772d51d7e0"],"observation_id":"obs_47b1162ce7c61472cce0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":10.03,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.857,"brightness_factor":1.02,"blur_sigma":0.2,"crop_applied":false,"camera_distance_factors":[0.981],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.22,"jpeg_quality":87,"documents":[{"rotation_deg":0.809,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":973026494055405844,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 10187743\\n\\n--- FACTURA ---\\n\\nORTHODIAGNOSTICOS\\nORTHODIAGNOSTICOS S R L\\nRNC 130349462\\nCLIENTE: CE-COMUNICA DOMINICANA  S A\\nRNC CLIENTE: 101628448\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310493707020\\nFACTURA NO.: 6848284\\nAUTORIZACION: 289253985\\nTELEFONO: 809-958-3652\\nFECHA: 07/10/2025  HORA: 14:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     409.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     466.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  24,156.00\\n-------------------------------------------\\nSUBTOTAL RD$       25,031.00\\nITBIS RD$       4,505.58\\nTOTAL RD$          29,536.58\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5054451\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 95290280\\nO\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nSALON MARLYN\\nMARLYN ALTAGRACIA GOMEZ PICHARDO\\nRNC: 05000405901\\nCLIENTE: LIBAN CONRADO ENCARNACION REYES\\nRNC CLIENTE: 00110934932\\nFACTURA DE CREDITO FISCAL\\nNCF E446661843083\\nFACTURA NO.: 1407665\\nAUTORIZACION: 213159990\\nTELEFONO: 809-202-8646\\nFECHA: 30/08/2025  HORA: 19:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO              1,081.95\\n----------------------------------------------\\nSUBTOTAL RD$        1,081.95\\nIMPUESTO ITBIS RD$         194.75\\nTOTAL RD$           1,276.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2639454\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nREVISADO\"}","template_ids":[4,13,5,6],"business_categories":["profesional","comercio_general","comercio_general","belleza"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["03100627961","03700921749","130349462","05000405901"],"invoice_ids":["inv_dfb7375fda032daadfe8","inv_d0b740eb8a3c0b7027bb","inv_1d1c09ea38316c85c57e","inv_3b572aeca5a8c4a779ef"],"observation_id":"obs_e6bd4a000504c4ccd509","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.93,"augmentation_metadata":{"downscale_factor":0.719,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.009,"brightness_factor":0.889,"blur_sigma":0.35,"crop_applied":false,"camera_distance_factors":[0.981,0.995,0.972,0.972],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":37.73,"jpeg_quality":83,"documents":[{"rotation_deg":-1.426,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.582,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.494,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.193,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"O"},{"kind":"none","text":""}]},"num_invoices":4,"seed":15506451148509151481,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_007147.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00103654836\",\"ncf\":\"E313764585540\",\"fecha_comprobante\":\"20251119\",\"monto_facturado\":62374.80,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":62374.80,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JORGE LUIS CRUZ GOMEZ\\nRNC EMISOR: 40220352393\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELSON RAFAEL COLON ARACHE\\nRNC CLIENTE: 00103654836\\nFACTURA DE CREDITO FISCAL\\nNCF E313764585540\\nFACTURA NO.: 8347843\\nAUTORIZACION: 209674836\\nTELEFONO: 809-585-3394\\nFECHA: 19/11/2025  HORA: 11:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,543.80\\n    5  UNIDAD    EQUIPO ELECTRICO            40,045.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        11,396.00\\n    4  UNIDAD    MATERIAL DE OFICINA          5,390.00\\n----------------------------------------------\\nSUBTOTAL RD$       62,374.80\\nITBIS 18% RD$           0.00\\nTOTAL RD$          62,374.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3796944\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nVerificado\"}","template_ids":[10],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40220352393"],"invoice_ids":["inv_4dc36c9f5122047cf1b7"],"observation_id":"obs_30239abdea386723abb5","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.5,"augmentation_metadata":{"downscale_factor":0.736,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.881,"brightness_factor":0.928,"blur_sigma":0.402,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.3,"jpeg_quality":88,"documents":[{"rotation_deg":2.114,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13473913058429232346,"difficulty":"hard","split":"train"}
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{"image":"images/607_007149.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102428679\",\"ncf\":\"E450439612790\",\"fecha_comprobante\":\"20241122\",\"monto_facturado\":23756.99,\"itbis_facturado\":4276.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":28033.25,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132592702\",\"ncf\":\"B1469953380\",\"fecha_comprobante\":\"20240919\",\"monto_facturado\":163732.50,\"itbis_facturado\":29471.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":110812.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":82392.09,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRANCISCO RODRIGUEZ RODRIGUEZ\\nRNC EMISOR: 00112183710\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GLADYS JOSEFINA GOMEZ FERNANDEZ\\nRNC CLIENTE: 00102428679\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450439612790\\nFACTURA NO.: 1195208\\nAUTORIZACION: 575040514\\nTELEFONO: 809-323-3361\\nFECHA: 22/11/2024  HORA: 10:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     662.99\\n    5  UNIDAD    PANTALON CASUAL\\n                                  17,295.00\\n    1  UNIDAD    CAMISA DE VESTIR\\n                                   2,217.00\\n    2  UNIDAD    GORRA BORDADA\\n                                   3,582.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,756.99\\nIMPUESTO ITBIS RD$       4,276.26\\nTOTAL RD$          28,033.25\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9421601\\nGRACIAS POR SU COMPRA\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nALABAZ C POR A\\nRNC EMISOR: 130060177\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO NOSTRUM SRL\\nRNC CLIENTE: 132592702\\nFACTURA DE CREDITO FISCAL\\nNCF: B1469953380\\nFACTURA NO.: 9500376\\nAUTORIZACION: 424184479\\nTELEFONO: 809-510-2739\\nFECHA: 19/09/2024  HORA: 11:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       ALQUILER DE LOCAL          131,331.50\\n    1  SERVICIO  TASACION DE PROPIEDAD       32,401.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      163,732.50\\nIMPUESTO ITBIS RD$      29,471.85\\nTOTAL RD$         193,204.35\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4049597\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 28313233\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[1,4],"business_categories":["ropa_comercio","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00112183710","130060177"],"invoice_ids":["inv_76ebb0ede5eeaaf15266","inv_47b98c6723adfd3a9f9a"],"observation_id":"obs_c26bd0ae7a73bf1cbd70","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.68,"augmentation_metadata":{"downscale_factor":0.894,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.989,"brightness_factor":0.955,"blur_sigma":0.083,"crop_applied":false,"camera_distance_factors":[0.961,0.92],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":72.54,"jpeg_quality":91,"documents":[{"rotation_deg":0.438,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":0.291,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6844142552315649605,"difficulty":"medium","split":"train"}
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{"image":"images/607_007151.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132062681\",\"ncf\":\"E440846566922\",\"fecha_comprobante\":\"20240807\",\"monto_facturado\":6066.00,\"itbis_facturado\":1091.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":28.16,\"monto_propina_legal\":0.00,\"efectivo\":7186.04,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131246591\",\"ncf\":\"B1476509734\",\"fecha_comprobante\":\"20240506\",\"monto_facturado\":45504.85,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":28080.37,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17424.48,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JIREH RD CASTRO SHIP SUPLIERS\\nRNC EMISOR: 133124912\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOLUCIONES CONEX SRL\\nRNC CLIENTE: 132062681\\nFACTURA DE CREDITO FISCAL\\nNCF: E440846566922\\nFACTURA NO.: 4888568\\nAUTORIZACION: 43956681\\nTELEFONO: 809-763-4242\\nFECHA: 07/08/2024  HORA: 12:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,175.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     891.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,066.00\\nITBIS RD$       1,091.88\\nOTROS IMPUESTOS RD$      28.16\\nTOTAL RD$           7,186.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7366279\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMATERNAL EL RINCON MONTESSORI\\nRNC EMISOR: 130536716\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JIMENEZ FERNANDEZ CONSULTORES LEGALES J\\nRNC CLIENTE: 131246591\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1476509734\\nFACTURA NO.: 3988063\\nAUTORIZACION: 678560352\\nTELEFONO: 809-294-1562\\nFECHA: 06/05/2024  HORA: 12:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    CUADERNO 100 HOJAS             550.00\\n    3  MES       MENSUALIDAD ACADEMICA       44,954.85\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,504.85\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          45,504.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9153943\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 82377303\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[5,6],"business_categories":["comercio_general","educacion"],"catalog_sources":[["curated"],["curated","proconsumidor_utiles_escolares_2025"]],"issuer_rncs":["133124912","130536716"],"invoice_ids":["inv_f3023778c847429e88cb","inv_ef3229e556d61cacdd80"],"observation_id":"obs_b864ee67b97e8ecbbf8f","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":5.93,"augmentation_metadata":{"downscale_factor":0.852,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":1.018,"brightness_factor":1.056,"blur_sigma":0.13,"crop_applied":false,"camera_distance_factors":[0.917,0.913],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":50.52,"jpeg_quality":95,"documents":[{"rotation_deg":1.566,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.136,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10424207639068185420,"difficulty":"medium","split":"validation"}
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{"image":"images/607_007155.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430098892\",\"ncf\":\"E453503371021\",\"fecha_comprobante\":\"20241209\",\"monto_facturado\":18246.00,\"itbis_facturado\":3284.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":21530.28,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VALHALLA PARADISES\\nRNC EMISOR: 133758849\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KAIROS MINISTERIO DOMINICANO DE PRISION\\nRNC CLIENTE: 430098892\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453503371021\\nFACTURA NO.: 1301458\\nAUTORIZACION: 926758497\\nTELEFONO: 809-527-2400\\nFECHA: 09/12/2024  HORA: 08:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA            9,023.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         7,725.00\\n    4  VIAJE     SERVICIO DE MENSAJERIA       1,498.00\\n----------------------------------------------\\nSUB-TOTAL RD$       18,246.00\\nITBIS RD$       3,284.28\\nTOTAL RD$          21,530.28\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 558173\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 94145529\\nVP\\nPAGADO\"}","template_ids":[3],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["133758849"],"invoice_ids":["inv_c10d11befdc9442b7b8e"],"observation_id":"obs_5c8a00a435379ea6c2ad","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.96,"augmentation_metadata":{"downscale_factor":0.461,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":0.977,"brightness_factor":1.076,"blur_sigma":0.778,"crop_applied":false,"camera_distance_factors":[0.902],"legibility_scale_corrections":[0.0],"final_contrast_stddev":61.15,"jpeg_quality":82,"documents":[{"rotation_deg":-0.78,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"VP"}]},"num_invoices":1,"seed":8832280236845868172,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_007159.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800529022\",\"ncf\":\"B0256052443\",\"fecha_comprobante\":\"20240613\",\"monto_facturado\":118000.00,\"itbis_facturado\":21240.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":139240.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO KOALPHA\\nRNC EMISOR: 133051451\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAELA EMILIA ROSARIO GONZALEZ\\nRNC CLIENTE: 02800529022\\nFACTURA DE CREDITO FISCAL\\nNCF: B0256052443\\nFACTURA NO.: 4878662\\nAUTORIZACION: 808270982\\nTELEFONO: 809-393-1536\\nFECHA: 13/06/2024  HORA: 08:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    53,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   17,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     7,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       27,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      118,000.00\\nITBIS RD$      21,240.00\\nTOTAL RD$         139,240.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6797820\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 78513519\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133051451"],"invoice_ids":["inv_2fc2ded9e0ce7b150a5b"],"observation_id":"obs_ee9de3768d3efe3a96d4","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.01,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":1.038,"blue_scale":0.962,"contrast_factor":1.106,"brightness_factor":0.848,"blur_sigma":0.25,"crop_applied":false,"camera_distance_factors":[0.894],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.11,"jpeg_quality":92,"documents":[{"rotation_deg":0.055,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17568961383052843860,"difficulty":"light","split":"test"}
{"image":"images/606_007160.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04800747315\",\"ncf\":\"B0130829212\",\"fecha_comprobante\":\"20250512\",\"monto_facturado_servicios\":45000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131214738\",\"ncf\":\"B0119784198\",\"fecha_comprobante\":\"20240108\",\"monto_facturado_servicios\":320137.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":57624.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ENRIQUE ROBERTO LOPEZ ABREU\\nENRIQUE ROBERTO LOPEZ ABREU\\nRNC: 04800747315\\nCLIENTE: INDUSTRIAS MELGEES DOMINICANA SRL\\nRNC CLIENTE: 131972489\\nFACTURA DE CREDITO FISCAL\\nNCF B0130829212\\nFACTURA NO.: 4531899\\nAUTORIZACION: 967102240\\nTELEFONO: 809-341-7387\\nFECHA: 12/05/2025  HORA: 17:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    45,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       45,000.00\\nITBIS RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8894256\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 14510562\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nY H H YOUR HOME IS HERE EIRL\\nY H H YOUR HOME IS HERE EIRL\\nRNC 131214738\\nCLIENTE: INGENIERIA AVANZADA SRL\\nRNC CLIENTE: 101553979\\nFACTURA DE CREDITO FISCAL\\nNCF: B0119784198\\nFACTURA NO.: 3154881\\nAUTORIZACION: 496607490\\nTELEFONO: 809-804-5736\\nFECHA: 08/01/2024  HORA: 20:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       71,368.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   14,087.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       42,574.50\\n    4  MES       ALQUILER DE LOCAL          192,108.00\\n----------------------------------------------\\nSUB-TOTAL RD$      320,137.50\\nIMPUESTO ITBIS RD$      57,624.75\\nTOTAL RD$         377,762.25\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8382797\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 14281059\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\"}","template_ids":[4,2],"business_categories":["profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04800747315","131214738"],"invoice_ids":["inv_06bd74799f0d1a8b7fab","inv_01c79dd5d21984875002"],"observation_id":"obs_6844c2cfc8f48428b78f","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.52,"augmentation_metadata":{"downscale_factor":0.925,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":1.07,"brightness_factor":0.988,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[0.915,0.967],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":94.26,"jpeg_quality":90,"documents":[{"rotation_deg":1.625,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.247,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":9803030473191368942,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 88985690\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nBERGES Y PALERMO\\nRNC EMISOR: 101894202\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO AUDAX S A\\nRNC CLIENTE: 130439249\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1598159880\\nFACTURA NO.: 0560669\\nAUTORIZACION: 973450821\\nTELEFONO: 809-574-5623\\nFECHA: 16/09/2024  HORA: 10:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  29,452.50\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  26,411.00\\n    4  MES       ALQUILER DE LOCAL\\n                                 633,592.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   5,237.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$      694,693.49\\nITBIS 18% RD$           0.00\\nTOTAL RD$         694,693.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5657571\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 32614952\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSALON MARIA\\nRNC EMISOR: 02600533828\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ORGCAL SRL\\nRNC CLIENTE: 131607111\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0268439717\\nFACTURA NO.: 5522150\\nAUTORIZACION: 956693056\\nTELEFONO: 809-835-3588\\nFECHA: 10/08/2025  HORA: 14:11\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO\\n                                                    469.00\\n    3  UNIDAD    CHAMPU PROFESIONAL\\n                                                  4,947.00\\n    1  UNIDAD    TINTE PARA CABELLO\\n                                                    582.00\\n    1  SERVICIO  CORTE Y PEINADO\\n                                                    836.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR\\n                                                  3,646.95\\n----------------------------------------------------------\\nSUBTOTAL RD$       10,480.95\\nITBIS 18% RD$       1,886.57\\nTOTAL RD$          12,367.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7686110\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 79748034\\nDETALLE DE SERVICIOS\\nPagado\\n\\n--- FACTURA ---\\n\\nCOMPRA VENTA Y PRESTAMOS RAFAEL\\nRNC EMISOR: 03104946508\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUNESTRA INVESTMENTS SRL\\nRNC CLIENTE: 131150969\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458301246498\\nFACTURA NO.: 4300757\\nAUTORIZACION: 913429866\\nTELEFONO: 809-459-8894\\nFECHA: 12/09/2025  HORA: 13:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  PAGINA    TRADUCCION DE DOCUMENTOS    11,330.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       51,000.00\\n    1  VISITA    INSPECCION TECNICA          22,500.00\\n    1  PROYECTO  DISENO DE PLANOS            32,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      129,830.00\\nITBIS RD$      23,369.40\\nTOTAL RD$         153,199.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6576943\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 29848039\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nANSAVE BEACH INVESTMENT\\nRNC EMISOR: 131468268\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA JTB SRL\\nRNC CLIENTE: 130968748\\nFACTURA DE CREDITO FISCAL\\nNCF E445261870434\\nFACTURA NO.: 8621217\\nAUTORIZACION: 406944818\\nTELEFONO: 809-815-7938\\nFECHA: 30/09/2025  HORA: 12:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   4,500.00\\n    3  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                     765.00\\n    3  QUINTAL   VARILLA CORRUGADA 3/8\\n                                   8,766.00\\n    6  UNIDAD    INTERRUPTOR SENCILLO\\n                                     899.70\\n-------------------------------------------\\nSUBTOTAL RD$       14,930.70\\nITBIS RD$       2,687.53\\nTOTAL RD$          17,618.23\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3361901\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 49848339\"}","template_ids":[4,6,0],"business_categories":["inmobiliario","profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["112108937","03104946508","131468268"],"invoice_ids":["inv_b427844f3b6a1ed40cfd","inv_c9e81306403da32580c8","inv_1c403931a4f1ef4a6379"],"observation_id":"obs_4dc7c8ebc6823f751a1e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.826,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.947,"brightness_factor":0.887,"blur_sigma":0.659,"crop_applied":false,"camera_distance_factors":[0.902,0.973,0.89],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.89,"jpeg_quality":78,"documents":[{"rotation_deg":1.561,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.852,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.305,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4581089160807018169,"difficulty":"hard","split":"train"}
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{"image":"images/606_007176.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131795528\",\"ncf\":\"E454313063253\",\"fecha_comprobante\":\"20241031\",\"monto_facturado_servicios\":31981.00,\"monto_facturado_bienes\":16479.00,\"itbis_facturado\":8722.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132933834\",\"ncf\":\"E453937617863\",\"fecha_comprobante\":\"20240906\",\"monto_facturado_servicios\":96725.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17410.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130573247\",\"ncf\":\"B0102055829\",\"fecha_comprobante\":\"20241114\",\"monto_facturado_servicios\":157616.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":28371.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"NEXTSEA GROUP\\nNEXTSEA GROUP SRL\\nRNC: 131795528\\nCLIENTE: JOSEFINA MILAGRO RODRIGUEZ DE\\nZABALA\\nRNC CLIENTE: 00103963575\\nFACTURA DE CREDITO FISCAL\\nNCF: E454313063253\\nFACTURA NO.: 8442910\\nAUTORIZACION: 846051774\\nTELEFONO: 809-983-8139\\nFECHA: 31/10/2024  HORA: 19:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SOPORTE TECNICO\\n                                  12,885.00\\n    2  UNIDAD    TONER PARA IMPRESORA\\n                                  13,477.00\\n    1  SERVICIO  DESARROLLO DE SOFTWARE\\n                                  19,096.00\\n    2  UNIDAD    CABLE DE RED CAT6\\n                                   3,002.00\\n-------------------------------------------\\nSUB-TOTAL RD$       48,460.00\\nITBIS RD$       8,722.80\\nTOTAL RD$          57,182.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7506366\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 51692051\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nRANKAT MIXED CAR RENTAL\\nRANKAT MIXED CAR RENTAL SRL\\nRNC: 132933834\\nCLIENTE: LUCKY PENNY CORP\\nRNC CLIENTE: 130503095\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453937617863\\nFACTURA NO.: 2507859\\nAUTORIZACION: 608173611\\nTELEFONO: 809-616-4787\\nFECHA: 06/09/2024  HORA: 19:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  VIAJE     SERVICIO DE TRANSPORTE\\n                                  62,194.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   8,118.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  26,413.00\\n-------------------------------------------\\nSUBTOTAL RD$       96,725.00\\nITBIS RD$      17,410.50\\nTOTAL RD$         114,135.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1289342\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 19175500\\n\\n--- FACTURA ---\\n\\nPERLA REALTY S A\\nPERLA REALTY S A\\nRNC: 130573247\\nCLIENTE: LUIS DE LEON BRITO\\nRNC CLIENTE: 00132211715\\nFACTURA DE CREDITO FISCAL\\nNCF: B0102055829\\nFACTURA NO.: 2853667\\nAUTORIZACION: 249145436\\nTELEFONO: 809-960-3055\\nFECHA: 14/11/2024  HORA: 16:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   4,024.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  33,378.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  26,510.95\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  93,704.00\\n-------------------------------------------\\nSUBTOTAL RD$      157,616.95\\nITBIS 18% RD$      28,371.05\\nTOTAL RD$         185,988.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 2821241\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007185.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101520762\",\"ncf\":\"B0189839154\",\"fecha_comprobante\":\"20240216\",\"monto_facturado\":412497.40,\"itbis_facturado\":74249.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":486746.93,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TITO IV 3ERA ETAPA\\nRNC EMISOR: 430164267\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VENTAS Y REPRESENTACIONES SRL\\nRNC CLIENTE: 101520762\\nFACTURA DE CREDITO FISCAL\\nNCF: B0189839154\\nFACTURA NO.: 4322583\\nAUTORIZACION: 183878176\\nTELEFONO: 809-957-1907\\nFECHA: 16/02/2024  HORA: 18:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   8,785.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  16,090.50\\n    4  MES       ALQUILER DE LOCAL\\n                                 200,935.96\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 186,684.95\\n-------------------------------------------\\nSUB-TOTAL RD$      412,497.40\\nITBIS RD$      74,249.53\\nTOTAL RD$         486,746.93\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3914570\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["430164267"],"invoice_ids":["inv_9a1957db41f7f46e5140"],"observation_id":"obs_dd59c5bef173828641e7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.66,"augmentation_metadata":{"downscale_factor":0.65,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.057,"brightness_factor":1.041,"blur_sigma":0.525,"crop_applied":false,"camera_distance_factors":[0.952],"legibility_scale_corrections":[0.0],"final_contrast_stddev":84.26,"jpeg_quality":80,"documents":[{"rotation_deg":2.758,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1214207149993312612,"difficulty":"medium","split":"train"}
{"image":"images/606_007186.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101848653\",\"ncf\":\"E319552427512\",\"fecha_comprobante\":\"20240918\",\"monto_facturado_servicios\":47813.75,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8606.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"03800173340\",\"ncf\":\"E453655521892\",\"fecha_comprobante\":\"20250712\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":27392.00,\"itbis_facturado\":4930.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ELECTROMECANICA JB CASTILLOS S.A.\\nJUAN BAUTISTA CASTILLO\\nRNC 00101848653\\nCLIENTE: UPPERWEST GROUP SRL\\nRNC CLIENTE: 131578691\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319552427512\\nFACTURA NO.: 7947690\\nAUTORIZACION: 253980053\\nTELEFONO: 809-760-6017\\nFECHA: 18/09/2024  HORA: 19:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  VIAJE     SERVICIO DE MENSAJERIA       3,584.75\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,137.00\\n    1  SERVICIO  GESTION LOGISTICA            4,313.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         6,817.00\\n    2  VIAJE     SERVICIO DE TRANSPORTE      31,962.00\\n----------------------------------------------\\nSUB-TOTAL RD$       47,813.75\\nITBIS RD$       8,606.48\\nTOTAL RD$          56,420.23\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7391663\\nGRACIAS POR SU COMPRA\\nEJC\\n\\n--- FACTURA ---\\n\\nARQUITECTA JULISSA PARRA\\nJULISSA PAMELA PARRA ALMONTE\\nRNC EMISOR: 03800173340\\nCLIENTE: YANIRA GARCIA HILTON\\nRNC CLIENTE: 00113857775\\nFACTURA DE CREDITO FISCAL\\nNCF: E453655521892\\nFACTURA NO.: 7259467\\nAUTORIZACION: 794224426\\nTELEFONO: 809-463-2831\\nFECHA: 12/07/2025  HORA: 09:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BOMBILLO LED 9 W                90.00\\n  221  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS   13,702.00\\n  425  PIE       ALAMBRE ELECTRICO THHN NO. 12   13,600.00\\n----------------------------------------------\\nSUB-TOTAL RD$       27,392.00\\nITBIS 18% RD$       4,930.56\\nTOTAL RD$          32,322.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8950783\\nGRACIAS POR SU COMPRA\\nAJP\\nCOPIA\"}","template_ids":[2,3],"business_categories":["transporte","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00101848653","03800173340"],"invoice_ids":["inv_33a7bd6ecc7f9f8db378","inv_18517dd1926855ade0e9"],"observation_id":"obs_82b187cfb1275daa33d6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":1.011,"brightness_factor":0.975,"blur_sigma":0.234,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.84,"jpeg_quality":93,"documents":[{"rotation_deg":-0.471,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.374,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EJC"},{"kind":"initials","text":"AJP"}]},"num_invoices":2,"seed":6076685868008854914,"difficulty":"medium","split":"validation"}
{"image":"images/607_007187.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04800486500\",\"ncf\":\"B0282843804\",\"fecha_comprobante\":\"20250728\",\"monto_facturado\":1744.75,\"itbis_facturado\":314.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2058.81,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101009578\",\"ncf\":\"B0234788300\",\"fecha_comprobante\":\"20250305\",\"monto_facturado\":65000.00,\"itbis_facturado\":11700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":6500.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":83200.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133532824\",\"ncf\":\"B1530102890\",\"fecha_comprobante\":\"20240720\",\"monto_facturado\":32305.00,\"itbis_facturado\":5814.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":38119.90,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JR FERRETERIA HATO DAMAS\\nRNC EMISOR: 133467704\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GLADYS JIMENEZ CONTRERAS DE VARGAS\\nRNC CLIENTE: 04800486500\\nFACTURA DE CREDITO FISCAL\\nNCF B0282843804\\nFACTURA NO.: 4637775\\nAUTORIZACION: 870958497\\nTELEFONO: 809-253-2725\\nFECHA: 28/07/2025  HORA: 12:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,744.75\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,744.75\\nITBIS 18% RD$         314.06\\nTOTAL RD$           2,058.81\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6768313\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 23716188\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nALDC\\nRNC EMISOR: 430416606\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLARK REPUESTOS CXA\\nRNC CLIENTE: 101009578\\nFACTURA DE CREDITO FISCAL\\nNCF: B0234788300\\nFACTURA NO.: 2173623\\nAUTORIZACION: 290497902\\nTELEFONO: 809-885-2642\\nFECHA: 05/03/2025  HORA: 17:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   65,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       65,000.00\\nIMPUESTO ITBIS RD$      11,700.00\\nPROPINA LEGAL RD$     6,500.00\\nTOTAL RD$          83,200.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2913065\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 12065252\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nA\\n\\n--- FACTURA ---\\n\\nIGLESIA CASA DE GLORIA SANTIAGO RODRIGUEZ\\nRNC EMISOR: 430322091\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HUMANO360 CONSULTORIA SRL\\nRNC CLIENTE: 133532824\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1530102890\\nFACTURA NO.: 2053883\\nAUTORIZACION: 796281538\\nTELEFONO: 809-461-9482\\nFECHA: 20/07/2024  HORA: 17:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    5  PAGINA    TRADUCCION DE DOCUMENTOS     5,305.00\\n----------------------------------------------\\nSUB-TOTAL RD$       32,305.00\\nITBIS RD$       5,814.90\\nTOTAL RD$          38,119.90\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6978879\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nRecibido\"}","template_ids":[5,12,4],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133467704","430416606","430322091"],"invoice_ids":["inv_192e6f9de37cda80258c","inv_521817d88f85e2b335c8","inv_9b3451f67090d7c8ff6b"],"observation_id":"obs_79a13c3de37b16d7bb82","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.009,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.1,"jpeg_quality":95,"documents":[{"rotation_deg":-0.104,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.019,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.061,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"A"},{"kind":"none","text":""}]},"num_invoices":3,"seed":1988482348179974080,"difficulty":"hard","split":"train"}
{"image":"images/606_007188.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05600313869\",\"ncf\":\"E325005262826\",\"fecha_comprobante\":\"20250818\",\"monto_facturado_servicios\":109500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"05500397095\",\"ncf\":\"B0159002430\",\"fecha_comprobante\":\"20250205\",\"monto_facturado_servicios\":979.00,\"monto_facturado_bienes\":20405.95,\"itbis_facturado\":3849.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"YESENIA INMACULADA GARCIA GARCIA\\nYESENIA INMACULADA GARCIA GARCIA\\nRNC: 05600313869\\nCLIENTE: CONDOMINIO SERVYCONCA III\\nRNC CLIENTE: 430133663\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325005262826\\nFACTURA NO.: 2893753\\nAUTORIZACION: 396938626\\nTELEFONO: 809-976-6722\\nFECHA: 18/08/2025  HORA: 14:56\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 24,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 15,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                                 17,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 52,500.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      109,500.00\\nIMPUESTO ITBIS RD$      19,710.00\\nTOTAL RD$         129,210.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4605983\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 79168801\\nREVISADO\\n\\n--- FACTURA ---\\n\\nPAWILDA ARALYS MOREL DE MARTINEZ\\nPAWILDA ARALYS MOREL DE MARTINEZ\\nRNC EMISOR: 05500397095\\nCLIENTE: BIENVENIDA COMEDOR Y HOSPEDAJE SRL\\nRNC CLIENTE: 130731039\\nFACTURA DE CREDITO FISCAL\\nNCF B0159002430\\nFACTURA NO.: 9206331\\nAUTORIZACION: 500983646\\nTELEFONO: 809-314-3427\\nFECHA: 05/02/2025  HORA: 12:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     979.00\\n    1  UNIDAD    PANTALON CASUAL\\n                                   3,919.95\\n    3  UNIDAD    CALZADO CASUAL\\n                                   8,886.00\\n    5  UNIDAD    UNIFORME EMPRESARIAL\\n                                   7,600.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,384.95\\nITBIS 18% RD$       3,849.29\\nTOTAL RD$          25,234.24\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6279870\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 22318471\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\"}","template_ids":[9,5],"business_categories":["profesional","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05600313869","05500397095"],"invoice_ids":["inv_d310ab3cd11dce382f08","inv_4ff6d78a6153f28d241d"],"observation_id":"obs_308f701d955a60ad7f46","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":6.5,"augmentation_metadata":{"downscale_factor":0.691,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.989,"brightness_factor":0.955,"blur_sigma":0.076,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":29.06,"jpeg_quality":84,"documents":[{"rotation_deg":-0.042,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.825,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":4266573616493811187,"difficulty":"hard","split":"train"}
{"image":"images/607_007189.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132823672\",\"ncf\":\"E456875463962\",\"fecha_comprobante\":\"20251102\",\"monto_facturado\":21696.98,\"itbis_facturado\":3905.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":25602.44,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00116946294\",\"ncf\":\"B0170445555\",\"fecha_comprobante\":\"20251123\",\"monto_facturado\":13000.00,\"itbis_facturado\":2340.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":15340.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LA PATRONA CARNES\\nRNC EMISOR: 133742004\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BENAHAVIS ENTERPRISES SRL\\nRNC CLIENTE: 132823672\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456875463962\\nFACTURA NO.: 8130063\\nAUTORIZACION: 180036533\\nTELEFONO: 809-370-1009\\nFECHA: 02/11/2025  HORA: 12:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,995.98\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,127.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        17,574.00\\n----------------------------------------------\\nSUB-TOTAL RD$       21,696.98\\nITBIS RD$       3,905.46\\nTOTAL RD$          25,602.44\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4120704\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 35698726\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nLPC\\n\\n--- FACTURA ---\\n\\nCREDENCIAL DE SEGUROS MFPH\\nRNC EMISOR: 130937648\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE LEONARDO DIAZ ANGULO\\nRNC CLIENTE: 00116946294\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0170445555\\nFACTURA NO.: 0397570\\nAUTORIZACION: 442170532\\nTELEFONO: 809-976-3390\\nFECHA: 23/11/2025  HORA: 15:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   13,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,000.00\\nITBIS 18% RD$       2,340.00\\nTOTAL RD$          15,340.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8604388\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 81835535\\nProcesado\"}","template_ids":[2,3],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133742004","130937648"],"invoice_ids":["inv_a61b2fed1e2049ed413d","inv_08575d6a79d9e94f8c6b"],"observation_id":"obs_d22f801698e9a2ccbd66","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.48,"augmentation_metadata":{"downscale_factor":0.582,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":1.002,"brightness_factor":0.869,"blur_sigma":0.759,"crop_applied":false,"camera_distance_factors":[0.996,0.904],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.02,"jpeg_quality":75,"documents":[{"rotation_deg":2.838,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.471,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LPC"},{"kind":"none","text":""}]},"num_invoices":2,"seed":2685395628453225273,"difficulty":"medium","split":"train"}
{"image":"images/606_007190.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133688281\",\"ncf\":\"E329394135937\",\"fecha_comprobante\":\"20251216\",\"monto_facturado_servicios\":27374.00,\"monto_facturado_bienes\":13962.00,\"itbis_facturado\":7440.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130017298\",\"ncf\":\"E443716287285\",\"fecha_comprobante\":\"20251012\",\"monto_facturado_servicios\":648.00,\"monto_facturado_bienes\":14598.00,\"itbis_facturado\":2744.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SPI MAQUINARIAS Y EQUIPOS PESADOS\\nSPI MAQUINARIAS Y EQUIPOS PESADOS SRL\\nRNC: 133688281\\nCLIENTE: PASOKI RD SRL\\nRNC CLIENTE: 132945281\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329394135937\\nFACTURA NO.: 5189753\\nAUTORIZACION: 205590306\\nTELEFONO: 809-501-8761\\nFECHA: 16/12/2025  HORA: 16:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    FILTRO DE ACEITE             1,290.00\\n    1  SERVICIO  REPARACION MECANICA         19,954.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        2,117.00\\n    2  UNIDAD    BATERIA AUTOMOTRIZ          12,672.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     5,303.00\\n----------------------------------------------\\nSUB-TOTAL RD$       41,336.00\\nITBIS RD$       7,440.48\\nTOTAL RD$          48,776.48\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6424976\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCOPIA\\n\\n--- FACTURA ---\\n\\nINVERSIONES CONWAY SRL\\nINVERSIONES CONWAY SRL\\nRNC 130017298\\nCLIENTE: TALENTO Y SUCESION EIRL\\nRNC CLIENTE: 131939724\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443716287285\\nFACTURA NO.: 3940478\\nAUTORIZACION: 556598035\\nTELEFONO: 809-200-9386\\nFECHA: 12/10/2025  HORA: 14:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            648.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,452.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         9,346.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            800.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,246.00\\nIMPUESTO ITBIS RD$       2,744.28\\nTOTAL RD$          17,990.28\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1402334\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 44778375\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[11,7],"business_categories":["automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133688281","130017298"],"invoice_ids":["inv_1952c014c47d482b0893","inv_17a8a7fb38a8b962d34a"],"observation_id":"obs_65f9486d92f19648db04","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.987,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.05,"jpeg_quality":95,"documents":[{"rotation_deg":0.144,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.144,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13807751728780870594,"difficulty":"medium","split":"train"}
{"image":"images/607_007191.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03105551810\",\"ncf\":\"B1472727105\",\"fecha_comprobante\":\"20240911\",\"monto_facturado\":83503.00,\"itbis_facturado\":15030.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":98533.54}],\"ocr\":\"DI CIACCIO GAETANO\\nRNC EMISOR: 524010971\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGELICA MOSQUEA\\nRNC CLIENTE: 03105551810\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1472727105\\nFACTURA NO.: 6525938\\nAUTORIZACION: 202585495\\nTELEFONO: 809-753-1914\\nFECHA: 11/09/2024  HORA: 10:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  18,494.00\\n    4  SERVICIO  TASACION DE PROPIEDAD\\n                                  56,154.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   8,855.00\\n-------------------------------------------\\nSUBTOTAL RD$       83,503.00\\nIMPUESTO ITBIS RD$      15,030.54\\nTOTAL RD$          98,533.54\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 7665944\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 79600944\\nPagado\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["524010971"],"invoice_ids":["inv_561cbe096ef61680ea70"],"observation_id":"obs_78c95f8798420dc739dc","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.33,"augmentation_metadata":{"downscale_factor":0.824,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.711,"brightness_factor":1.067,"blur_sigma":0.589,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.15,"jpeg_quality":85,"documents":[{"rotation_deg":-1.101,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16887209310598129469,"difficulty":"medium","split":"validation"}
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{"image":"images/606_007194.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131340296\",\"ncf\":\"E446201355921\",\"fecha_comprobante\":\"20250707\",\"monto_facturado_servicios\":948.00,\"monto_facturado_bienes\":29239.00,\"itbis_facturado\":5433.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"S S CLEANER\\nS S CLEANER SRL\\nRNC: 131340296\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO JUAN PABLO DU\\nRNC CLIENTE: 430225711\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E446201355921\\nFACTURA NO.: 1009470\\nAUTORIZACION: 889733604\\nTELEFONO: 809-273-7553\\nFECHA: 07/07/2025  HORA: 12:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            948.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,756.50\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,740.00\\n    5  UNIDAD    EQUIPO ELECTRICO            23,742.50\\n----------------------------------------------\\nSUB-TOTAL RD$       30,187.00\\nITBIS 18% RD$       5,433.66\\nTOTAL RD$          35,620.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3326469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 46067401\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nRecibido\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131340296"],"invoice_ids":["inv_0a7a9ea133a3bfb94f34"],"observation_id":"obs_3bb86caf8ca43c8d4b89","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.97,"augmentation_metadata":{"downscale_factor":0.702,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.817,"brightness_factor":1.05,"blur_sigma":0.454,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.14,"jpeg_quality":86,"documents":[{"rotation_deg":0.219,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6087641632432439403,"difficulty":"hard","split":"train"}
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{"image":"images/606_007196.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"124000092\",\"ncf\":\"E311757192173\",\"fecha_comprobante\":\"20250731\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10675.50,\"itbis_facturado\":1921.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JTR COM S A\\nJTR COM S A\\nRNC EMISOR: 124000092\\nCLIENTE: JALEXSAH SRL\\nRNC CLIENTE: 132174399\\nFACTURA DE CREDITO FISCAL\\nNCF: E311757192173\\nFACTURA NO.: 3209147\\nAUTORIZACION: 879133295\\nTELEFONO: 809-486-9574\\nFECHA: 31/07/2025  HORA: 09:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   7,396.50\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,279.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,675.50\\nITBIS 18% RD$       1,921.59\\nTOTAL RD$          12,597.09\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8188860\\nGRACIAS POR SU COMPRA\\nJCS\\nRECIBIDO\\nCargo a oficina\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["124000092"],"invoice_ids":["inv_65a3a1e405b704dd53ec"],"observation_id":"obs_ca29c909dcd66985ff36","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":11.17,"augmentation_metadata":{"downscale_factor":0.767,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.794,"brightness_factor":1.042,"blur_sigma":0.428,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":85,"documents":[{"rotation_deg":0.386,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"JCS"}]},"num_invoices":1,"seed":7942955228322610851,"difficulty":"medium","split":"train"}
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{"image":"images/607_007199.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130310866\",\"ncf\":\"E454286277190\",\"fecha_comprobante\":\"20251226\",\"monto_facturado\":65000.00,\"itbis_facturado\":11700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":76700.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131752111\",\"ncf\":\"E448955700776\",\"fecha_comprobante\":\"20240724\",\"monto_facturado\":27839.75,\"itbis_facturado\":5011.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":32850.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALFONSO MORILLO DE LOS SANTOS\\nRNC EMISOR: 01700223975\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEMARSANCA SRL\\nRNC CLIENTE: 130310866\\nFACTURA DE CREDITO FISCAL\\nNCF: E454286277190\\nFACTURA NO.: 0817837\\nAUTORIZACION: 593040802\\nTELEFONO: 809-820-9111\\nFECHA: 26/12/2025  HORA: 18:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   18,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       42,000.00\\n    1  SERVICIO  ASESORIA TECNICA             5,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       65,000.00\\nITBIS 18% RD$      11,700.00\\nTOTAL RD$          76,700.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5849438\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 82921948\\nDETALLE DE SERVICIOS\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nRAFAELITO DE OLEO RAMIREZ\\nRNC EMISOR: 01100290749\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONVITE COMERCIAL SRL\\nRNC CLIENTE: 131752111\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448955700776\\nFACTURA NO.: 7665062\\nAUTORIZACION: 579849638\\nTELEFONO: 809-957-8606\\nFECHA: 24/07/2024  HORA: 14:31\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,919.75\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                                  6,189.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,067.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 18,664.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       27,839.75\\nIMPUESTO ITBIS RD$       5,011.16\\nTOTAL RD$          32,850.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5992433\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 33694733\"}","template_ids":[4,9],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01700223975","01100290749"],"invoice_ids":["inv_6e1cf112bda851c67a49","inv_aa4123cf2ecae113795f"],"observation_id":"obs_e2c15da3a0b90e9bff0b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.736,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.843,"brightness_factor":1.031,"blur_sigma":0.392,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":22.2,"jpeg_quality":85,"documents":[{"rotation_deg":0.94,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.713,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8635384939003181012,"difficulty":"medium","split":"validation"}
{"image":"images/606_007200.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133370514\",\"ncf\":\"E445414414308\",\"fecha_comprobante\":\"20250328\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":195.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"COLMADO DE JESUS VALERIO\\nCOLMADO DE JESUS VALERIO SRL\\nRNC: 133370514\\nCLIENTE: COSTA DEL ESTE INVESTMENTS\\nRNC CLIENTE: 430315303\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445414414308\\nFACTURA NO.: 7948647\\nAUTORIZACION: 260354757\\nTELEFONO: 809-744-1388\\nFECHA: 28/03/2025  HORA: 14:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  LIBRA     HARINA DE TRIGO LIBRA          195.00\\n----------------------------------------------\\nSUB-TOTAL RD$          195.00\\nITBIS RD$           0.00\\nTOTAL RD$             195.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2010357\\nGRACIAS POR SU COMPRA\\nCDJ\"}","template_ids":[3],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["133370514"],"invoice_ids":["inv_4434e950ab8936cfbeb0"],"observation_id":"obs_453f9c7aafd0e19e321f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.02,"augmentation_metadata":{"downscale_factor":0.645,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.915,"brightness_factor":0.978,"blur_sigma":0.653,"crop_applied":true,"camera_distance_factors":[0.95],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.26,"jpeg_quality":83,"documents":[{"rotation_deg":2.866,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CDJ"}]},"num_invoices":1,"seed":9161802208028888883,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 43892067\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nSORTILEGIO S A\\nRNC EMISOR: 101616024\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: QUISQUEYA GOMEZ MORA\\nRNC CLIENTE: 07600087386\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0182439940\\nFACTURA NO.: 0078556\\nAUTORIZACION: 877989294\\nTELEFONO: 809-724-9612\\nFECHA: 05/11/2024  HORA: 20:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,022.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        21,634.00\\n----------------------------------------------\\nSUBTOTAL RD$       22,656.00\\nIMPUESTO ITBIS RD$       4,078.08\\nTOTAL RD$          26,734.08\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7854473\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nSTAY EN KASA\\nRNC EMISOR: 133512912\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA JOSE CARLOS SRL\\nRNC CLIENTE: 130849552\\nFACTURA DE CREDITO FISCAL\\nNCF E314277119858\\nFACTURA NO.: 6280589\\nAUTORIZACION: 684316481\\nTELEFONO: 809-270-9296\\nFECHA: 12/07/2024  HORA: 18:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    TUBO PVC PRESION 2 PULGADAS    1,145.00\\n    3  DIA       ALQUILER TALADRO PERCUTOR    2,712.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,857.00\\nIMPUESTO ITBIS RD$         694.26\\nTOTAL RD$           4,551.26\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9106859\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007215.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131801447\",\"ncf\":\"B1435289859\",\"fecha_comprobante\":\"20250309\",\"monto_facturado\":38337.00,\"itbis_facturado\":6900.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":45237.66,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CIA DE FOMENTO AGROIND S A\\nRNC EMISOR: 101198591\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARMERIA LA IDEAL SRL\\nRNC CLIENTE: 131801447\\nFACTURA DE CREDITO FISCAL\\nNCF: B1435289859\\nFACTURA NO.: 2942492\\nAUTORIZACION: 961117455\\nTELEFONO: 809-815-8050\\nFECHA: 09/03/2025  HORA: 11:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  32,572.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,070.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     695.00\\n-------------------------------------------\\nSUB-TOTAL RD$       38,337.00\\nIMPUESTO ITBIS RD$       6,900.66\\nTOTAL RD$          45,237.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6989586\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 95965714\\nPAGADO\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101198591"],"invoice_ids":["inv_dc3aa5da0a0f4388b38b"],"observation_id":"obs_2b81a21de7e2f4cbbc75","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":9.64,"augmentation_metadata":{"downscale_factor":0.745,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.708,"brightness_factor":1.115,"blur_sigma":0.526,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.42,"jpeg_quality":76,"documents":[{"rotation_deg":1.699,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10055496285597545200,"difficulty":"hard","split":"train"}
{"image":"images/606_007216.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131208819\",\"ncf\":\"B1498588162\",\"fecha_comprobante\":\"20251001\",\"monto_facturado_servicios\":83000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"VICTORIANO AUDITORES & CONSULTORES\\nVICTORIANO AUDITORES & CONSULTORES SRL\\nRNC EMISOR: 131208819\\nCLIENTE: INSTITUTO DR DE PENA MINERO S A\\nRNC CLIENTE: 101563062\\nFACTURA DE CREDITO FISCAL\\nNCF: B1498588162\\nFACTURA NO.: 4843776\\nAUTORIZACION: 147796794\\nTELEFONO: 809-652-6451\\nFECHA: 01/10/2025  HORA: 12:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       7,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       61,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       83,000.00\\nITBIS RD$      14,940.00\\nTOTAL RD$          97,940.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 642811\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 39841078\\nDETALLE DE SERVICIOS\\nOK\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131208819"],"invoice_ids":["inv_430d6e19051422cb086d"],"observation_id":"obs_a26713343e7ec173047a","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.38,"augmentation_metadata":{"downscale_factor":0.801,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":1.007,"brightness_factor":0.977,"blur_sigma":0.151,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":61.6,"jpeg_quality":93,"documents":[{"rotation_deg":2.972,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17487405587466348427,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 62471225\\n\\n--- FACTURA ---\\n\\nVICTOR PREVISTERVO PEREZ MENDEZ\\nRNC EMISOR: 00117420513\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLAUDIO ANIBAL RODRIGUEZ\\nRNC CLIENTE: 00118610658\\nFACTURA DE CREDITO FISCAL\\nNCF B0261587197\\nFACTURA NO.: 2846166\\nAUTORIZACION: 991353849\\nTELEFONO: 809-722-9579\\nFECHA: 27/10/2024  HORA: 09:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       ALQUILER DE LOCAL          175,042.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       28,455.99\\n    1  SERVICIO  COMISION INMOBILIARIA      214,453.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      417,950.99\\nITBIS 18% RD$           0.00\\nTOTAL RD$         417,950.99\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9811727\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 44671070\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nHEFFEN INVESTMENTS\\nRNC EMISOR: 130417662\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IDEILME VLADIMIR  TAMAYO GARCIA\\nRNC CLIENTE: 09400203486\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455325585417\\nFACTURA NO.: 6700617\\nAUTORIZACION: 877232932\\nTELEFONO: 809-873-8038\\nFECHA: 07/10/2025  HORA: 11:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      243,243.95\\n    1  MES       ALQUILER DE LOCAL          177,180.00\\n----------------------------------------------\\nSUBTOTAL RD$      420,423.95\\nITBIS RD$           0.00\\nTOTAL RD$         420,423.95\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3553642\\nGRACIAS POR SU COMPRA\\nHI\\n\\n--- FACTURA ---\\n\\nLOOK 31 SALON DE BELLEZA Y CAFETERIA\\nRNC EMISOR: 133146551\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RICHARD ADRIAN NUÑEZ MEDINA\\nRNC CLIENTE: 00118717164\\nFACTURA DE CREDITO FISCAL\\nNCF E448004580200\\nFACTURA NO.: 0613630\\nAUTORIZACION: 434776905\\nTELEFONO: 809-233-6925\\nFECHA: 08/04/2025  HORA: 19:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO                914.00\\n    3  UNIDAD    TINTE PARA CABELLO           3,492.00\\n    1  SERVICIO  CORTE Y PEINADO              1,146.99\\n    1  SERVICIO  MANICURA Y PEDICURA            716.99\\n    2  UNIDAD    CHAMPU PROFESIONAL           3,275.98\\n----------------------------------------------\\nBASE IMPONIBLE RD$        9,545.96\\nITBIS 18% RD$       1,718.27\\nTOTAL RD$          11,264.23\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 6839325\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. DESCRIPCION IMPORTE\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA SUAREZ SRL\\nCONSTRUCTORA SUAREZ SRL\\nRNC EMISOR: 101738431\\nCLIENTE: REBECA ROSA SIMO SIMO\\nRNC CLIENTE: 00100743574\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1536474112\\nFACTURA NO.: 7184508\\nAUTORIZACION: 204186113\\nTELEFONO: 809-786-6697\\nFECHA: 11/03/2025  HORA: 18:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  GALON     PINTURA ACRILICA SUPERIOR\\n                 1 GAL\\n                                     894.00\\n  206  UNIDAD    BLOCK DE HORMIGON 6\\n                 PULGADAS\\n                                  14,008.00\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   2,500.00\\n    5  UNIDAD    CERRADURA DE POMO\\n                                   8,900.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       26,302.00\\nIMPUESTO ITBIS RD$       4,734.36\\nTOTAL RD$          31,036.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1248450\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 61821320\"}","template_ids":[5,7,1],"business_categories":["comercio_general","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130145954","130320861","101738431"],"invoice_ids":["inv_0607c2a6423db3d6a87b","inv_5593ec347e3f899834c8","inv_d368f12dcd2ba567beca"],"observation_id":"obs_7494455b098c5772fbb4","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.77,"augmentation_metadata":{"downscale_factor":0.796,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":1.014,"brightness_factor":1.002,"blur_sigma":0.687,"crop_applied":true,"camera_distance_factors":[0.941,0.926,0.964],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":64.96,"jpeg_quality":87,"documents":[{"rotation_deg":4.107,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.638,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.132,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":7354273531266970594,"difficulty":"hard","split":"train"}
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{"image":"images/606_007226.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430368016\",\"ncf\":\"E443378965831\",\"fecha_comprobante\":\"20240201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13367.92,\"itbis_facturado\":2406.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"132817338\",\"ncf\":\"E326431145333\",\"fecha_comprobante\":\"20241113\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":41063.75,\"itbis_facturado\":7391.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO ANDRES HILARIO\\nJUNTA DE CENTRO EDUCATIVO ANDRES HILARIO\\nRNC 430368016\\nCLIENTE: EDDY ERNESTO GONZALEZ LUCIANO\\nRNC CLIENTE: 00105824577\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443378965831\\nFACTURA NO.: 6571852\\nAUTORIZACION: 175913902\\nTELEFONO: 809-994-2237\\nFECHA: 01/02/2024  HORA: 08:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   6,011.96\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,179.96\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,176.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       13,367.92\\nITBIS RD$       2,406.23\\nTOTAL RD$          15,774.15\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1220082\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 23557983\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEASTERN DEVELOPERS INVESTMENT EDI\\nEASTERN DEVELOPERS INVESTMENT EDI SAS\\nRNC: 132817338\\nCLIENTE: ROSI ELAINY  PIÑA FERRERA\\nRNC CLIENTE: 22400642512\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326431145333\\nFACTURA NO.: 8256407\\nAUTORIZACION: 468340844\\nTELEFONO: 809-489-6821\\nFECHA: 13/11/2024  HORA: 17:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            22,344.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,299.00\\n    2  UNIDAD    MATERIAL DE OFICINA          3,171.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,480.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        12,769.75\\n----------------------------------------------\\nSUBTOTAL RD$       41,063.75\\nITBIS 18% RD$       7,391.48\\nTOTAL RD$          48,455.23\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3184569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 45735776\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nEDI\"}","template_ids":[5,12],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430368016","132817338"],"invoice_ids":["inv_4ff614ab8a0b1a160f07","inv_3702a9a92b22c66a7286"],"observation_id":"obs_279bf3164464eaa60f38","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.757,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.84,"brightness_factor":1.074,"blur_sigma":0.604,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.18,"jpeg_quality":73,"documents":[{"rotation_deg":0.856,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.18,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"EDI"}]},"num_invoices":2,"seed":6042672166227669045,"difficulty":"hard","split":"train"}
{"image":"images/607_007227.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40223875069\",\"ncf\":\"E446969645856\",\"fecha_comprobante\":\"20240717\",\"monto_facturado\":28500.00,\"itbis_facturado\":5130.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":33630.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"07800091725\",\"ncf\":\"E320913245093\",\"fecha_comprobante\":\"20240420\",\"monto_facturado\":9003.50,\"itbis_facturado\":1620.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":10624.13,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARCOS ANTONIO SANCHEZ SANTANA\\nRNC EMISOR: 02301585655\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIX JULIAN MERAN MONTENEGRO\\nRNC CLIENTE: 40223875069\\nFACTURA DE CREDITO FISCAL\\nNCF: E446969645856\\nFACTURA NO.: 4289514\\nAUTORIZACION: 149054158\\nTELEFONO: 809-839-5149\\nFECHA: 17/07/2024  HORA: 10:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   28,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       28,500.00\\nITBIS RD$       5,130.00\\nTOTAL RD$          33,630.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 944555\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 81142927\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJOSÉ FRANCISCO MORETA BAUTISTA\\nRNC EMISOR: 01200105417\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NIGEL VALENTIN SANTANA MENDEZ\\nRNC CLIENTE: 07800091725\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320913245093\\nFACTURA NO.: 6494870\\nAUTORIZACION: 25188054\\nTELEFONO: 809-546-9750\\nFECHA: 20/04/2024  HORA: 17:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     370.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,170.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,463.50\\n-------------------------------------------\\nSUB-TOTAL RD$        9,003.50\\nITBIS RD$       1,620.63\\nTOTAL RD$          10,624.13\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7088469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 63376826\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPendiente\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02301585655","01200105417"],"invoice_ids":["inv_06dc41571d5243c209c2","inv_d458b6e2eb5d20c90072"],"observation_id":"obs_172053032ca446ee1dca","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.78,"augmentation_metadata":{"downscale_factor":0.59,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.971,"brightness_factor":0.968,"blur_sigma":0.791,"crop_applied":false,"camera_distance_factors":[0.987,0.955],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":75.84,"jpeg_quality":73,"documents":[{"rotation_deg":2.585,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.608,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1915695517579614026,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 47769592\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nHOROBY YASUNAURY               JIMENEZ TIN\\nHOROBY YASUNAURY               JIMENEZ\\nTINEO\\nRNC EMISOR: 22500254325\\nCLIENTE: JOSE ADAMES NUÑEZ\\nRNC CLIENTE: 15500024987\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456391723323\\nFACTURA NO.: 4268787\\nAUTORIZACION: 581753942\\nTELEFONO: 809-626-4344\\nFECHA: 27/08/2025  HORA: 16:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,012.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,446.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     387.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,545.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,391.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          18,391.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6094963\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007231.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40222888709\",\"ncf\":\"E325009825208\",\"fecha_comprobante\":\"20250116\",\"monto_facturado\":105000.00,\"itbis_facturado\":18900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":123900.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JAILENE JOA ARQUITECTOS\\nRNC EMISOR: 133247242\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JENDRY GOMEZ SOLER\\nRNC CLIENTE: 40222888709\\nFACTURA DE CREDITO FISCAL\\nNCF: E325009825208\\nFACTURA NO.: 6455575\\nAUTORIZACION: 796817697\\nTELEFONO: 809-845-1871\\nFECHA: 16/01/2025  HORA: 10:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  37,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  67,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      105,000.00\\nIMPUESTO ITBIS RD$      18,900.00\\nTOTAL RD$         123,900.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 825152\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 11340363\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133247242"],"invoice_ids":["inv_f2627528dec181993769"],"observation_id":"obs_6ee7a321a17f698183c9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.81,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.016,"brightness_factor":1.009,"blur_sigma":0.182,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":92,"documents":[{"rotation_deg":-0.554,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16003995762946173239,"difficulty":"light","split":"train"}
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{"image":"images/606_007240.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130073244\",\"ncf\":\"E443790125981\",\"fecha_comprobante\":\"20240229\",\"monto_facturado_servicios\":705.00,\"monto_facturado_bienes\":17005.75,\"itbis_facturado\":3187.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SUCESION DE CONSEPCION MEDINA\\nSUCESION DE CONSEPCION MEDINA\\nRNC EMISOR: 130073244\\nCLIENTE: O & P CABRERA SERVICIOS DE TRANSPORTE S\\nRNC CLIENTE: 101537142\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443790125981\\nFACTURA NO.: 8643954\\nAUTORIZACION: 569670905\\nTELEFONO: 809-391-9789\\nFECHA: 29/02/2024  HORA: 15:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             6,134.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         4,389.90\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            581.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            705.00\\n    3  UNIDAD    MATERIAL DE OFICINA          5,900.85\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,710.75\\nIMPUESTO ITBIS RD$       3,187.94\\nTOTAL RD$          20,898.69\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 853726\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nSDC\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130073244"],"invoice_ids":["inv_cd4bca6882464afd70ba"],"observation_id":"obs_1e9e6bfb2a2a2d1eb76a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.78,"augmentation_metadata":{"downscale_factor":0.662,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":0.871,"brightness_factor":0.913,"blur_sigma":0.339,"crop_applied":false,"camera_distance_factors":[0.886],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.26,"jpeg_quality":75,"documents":[{"rotation_deg":1.137,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SDC"}]},"num_invoices":1,"seed":398133224714436990,"difficulty":"medium","split":"test"}
{"image":"images/607_007241.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430368741\",\"ncf\":\"E451821570366\",\"fecha_comprobante\":\"20250306\",\"monto_facturado\":6127.00,\"itbis_facturado\":1102.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7229.86,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOAN MANUEL CASTRO REYES\\nRNC EMISOR: 02600972331\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION PRESERVA\\nRNC CLIENTE: 430368741\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451821570366\\nFACTURA NO.: 7084212\\nAUTORIZACION: 364632664\\nTELEFONO: 809-294-5389\\nFECHA: 06/03/2025  HORA: 13:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,256.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     871.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,127.00\\nITBIS RD$       1,102.86\\nTOTAL RD$           7,229.86\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 441323\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 56093928\\nREVISADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02600972331"],"invoice_ids":["inv_964dc9672fd61c13a139"],"observation_id":"obs_02b9985ee0be313d971f","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":10.21,"augmentation_metadata":{"downscale_factor":0.898,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.018,"brightness_factor":0.931,"blur_sigma":0.42,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.31,"jpeg_quality":81,"documents":[{"rotation_deg":-2.423,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16181761442043872633,"difficulty":"hard","split":"train"}
{"image":"images/606_007242.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131435442\",\"ncf\":\"E454063189423\",\"fecha_comprobante\":\"20251103\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2995.85,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"00103109153\",\"ncf\":\"E444519864827\",\"fecha_comprobante\":\"20241204\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1484.75,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"CORPORACION MIL LAGRIMAS\\nCORPORACION MIL LAGRIMAS SRL\\nRNC: 131435442\\nCLIENTE: SORIGAS SRL\\nRNC CLIENTE: 130532982\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454063189423\\nFACTURA NO.: 9209390\\nAUTORIZACION: 570214134\\nTELEFONO: 809-978-4705\\nFECHA: 03/11/2025  HORA: 09:19\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS\\n                                                    918.00\\n    3  FUNDA     CEMENTO GRIS 42.5 KG\\n                                                  1,838.85\\n    1  UNIDAD    TOMA CORRIENTE DOBLE\\n                                                    239.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        2,995.85\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           2,995.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9652122\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 21457481\\n\\n--- FACTURA ---\\n\\nCENTRO HERBAL\\nERASMO UREÑA REYNOSO\\nRNC: 00103109153\\nCLIENTE: ORQUICARIBE S A\\nRNC CLIENTE: 101661518\\nFACTURA DE CREDITO FISCAL\\nNCF E444519864827\\nFACTURA NO.: 2206531\\nAUTORIZACION: 499904320\\nTELEFONO: 809-711-6160\\nFECHA: 04/12/2024  HORA: 10:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,484.75\\n----------------------------------------------\\nSUB-TOTAL RD$        1,484.75\\nITBIS 18% RD$           0.00\\nTOTAL RD$           1,484.75\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 8717840\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 47392536\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9,13],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["131435442","00103109153"],"invoice_ids":["inv_9093223a0471f0565fad","inv_062d7d8ab892f147f408"],"observation_id":"obs_cdf56e7a06bda315d92f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.01,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":26.97,"jpeg_quality":97,"documents":[{"rotation_deg":0.128,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.043,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4706683853104876703,"difficulty":"medium","split":"train"}
{"image":"images/607_007243.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102167574\",\"ncf\":\"E322979828853\",\"fecha_comprobante\":\"20240408\",\"monto_facturado\":8904.98,\"itbis_facturado\":1602.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10507.88,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES GLOBAL GREEN SRL\\nRNC EMISOR: 131296319\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUSTO PRADO MARTE\\nRNC CLIENTE: 00102167574\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322979828853\\nFACTURA NO.: 3959755\\nAUTORIZACION: 796583203\\nTELEFONO: 809-654-5909\\nFECHA: 08/04/2024  HORA: 18:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,724.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,723.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     457.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,904.98\\nITBIS RD$       1,602.90\\nTOTAL RD$          10,507.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8550285\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131296319"],"invoice_ids":["inv_360ddf1bb8fb171cf21b"],"observation_id":"obs_aa2c6272b60cb941c912","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":10.4,"augmentation_metadata":{"downscale_factor":0.484,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.94,"brightness_factor":0.96,"blur_sigma":0.725,"crop_applied":false,"camera_distance_factors":[0.961],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.57,"jpeg_quality":74,"documents":[{"rotation_deg":-0.302,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1384418268072989369,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 43963976\\n\\n--- FACTURA ---\\n\\nALMACENES EXPRESO VC\\nALMACENES EXPRESO VC SRL\\nRNC EMISOR: 131609449\\nCLIENTE: AMELIA M & ASOCIADOS SRL\\nRNC CLIENTE: 130427909\\nFACTURA DE CREDITO FISCAL\\nNCF E329340036589\\nFACTURA NO.: 0446056\\nAUTORIZACION: 706015725\\nTELEFONO: 809-509-5806\\nFECHA: 30/12/2025  HORA: 14:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,517.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,308.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  18,554.00\\n-------------------------------------------\\nSUBTOTAL RD$       21,379.00\\nITBIS RD$       3,848.22\\nOTROS IMPUESTOS RD$      70.20\\nTOTAL RD$          25,297.42\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2489567\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 36602114\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAEV\\nREVISADO\"}","template_ids":[9,5,5],"business_categories":["construccion_ferreteria","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132352599","132117107","131609449"],"invoice_ids":["inv_9783edec702d6c94f7ed","inv_6ecb6f763b56ff744a8a","inv_7642b548792275280272"],"observation_id":"obs_130cca586187477dc09e","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":4.09,"augmentation_metadata":{"downscale_factor":0.924,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.851,"brightness_factor":0.997,"blur_sigma":0.253,"crop_applied":false,"camera_distance_factors":[0.946,0.951,0.963],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.62,"jpeg_quality":94,"documents":[{"rotation_deg":0.866,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.524,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.003,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"AEV"}]},"num_invoices":3,"seed":16401276568326007962,"difficulty":"hard","split":"train"}
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{"image":"images/606_007246.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430204031\",\"ncf\":\"E444061350388\",\"fecha_comprobante\":\"20250204\",\"monto_facturado_servicios\":78000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14040.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":41.72,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"ASODEPALSA\\nASOCIACION PARA EL DESARROLLO DE PALMAREJO SAN A\\nRNC: 430204031\\nCLIENTE: GENARO DE JESUS ACEVEDO CASTILLO\\nRNC CLIENTE: 00107568677\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444061350388\\nFACTURA NO.: 1880095\\nAUTORIZACION: 978951159\\nTELEFONO: 809-217-9072\\nFECHA: 04/02/2025  HORA: 13:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        57,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      21,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       78,000.00\\nITBIS RD$      14,040.00\\nOTROS IMPUESTOS RD$      41.72\\nTOTAL RD$          92,081.72\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 9590878\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 77515043\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430204031"],"invoice_ids":["inv_40d5220725601a944882"],"observation_id":"obs_dc7093821c7e5a0bcda3","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.981,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.965,"brightness_factor":1.004,"blur_sigma":0.209,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":57.96,"jpeg_quality":95,"documents":[{"rotation_deg":0.222,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4271301957070992970,"difficulty":"light","split":"validation"}
{"image":"images/607_007247.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"08500071116\",\"ncf\":\"E327086041931\",\"fecha_comprobante\":\"20240524\",\"monto_facturado\":248500.00,\"itbis_facturado\":44730.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":293230.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PROYECTO ABDAS\\nRNC EMISOR: 430101311\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OMAR MISAEL ESPINAL SANCHEZ\\nRNC CLIENTE: 08500071116\\nFACTURA DE CREDITO FISCAL\\nNCF: E327086041931\\nFACTURA NO.: 4841462\\nAUTORIZACION: 248937695\\nTELEFONO: 809-366-6335\\nFECHA: 24/05/2024  HORA: 14:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            82,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       41,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   93,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      248,500.00\\nITBIS RD$      44,730.00\\nTOTAL RD$         293,230.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8352148\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 94319808\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430101311"],"invoice_ids":["inv_1f6722f82097582f9611"],"observation_id":"obs_11c5a245696d9cac7585","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":7.12,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":1.065,"brightness_factor":0.981,"blur_sigma":0.085,"crop_applied":false,"camera_distance_factors":[0.936],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.0,"jpeg_quality":94,"documents":[{"rotation_deg":-1.471,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7314838926383316983,"difficulty":"light","split":"train"}
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{"image":"images/606_007256.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133052636\",\"ncf\":\"B0259590538\",\"fecha_comprobante\":\"20240427\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1239.96,\"itbis_facturado\":223.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"KLIQUEA\\nKLIQUEA SRL\\nRNC EMISOR: 133052636\\nCLIENTE: P T AUTO S A\\nRNC CLIENTE: 101621712\\nFACTURA DE CREDITO FISCAL\\nNCF: B0259590538\\nFACTURA NO.: 7381502\\nAUTORIZACION: 767719771\\nTELEFONO: 809-714-5438\\nFECHA: 27/04/2024  HORA: 11:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,239.96\\n-------------------------------------------\\nSUBTOTAL RD$        1,239.96\\nIMPUESTO ITBIS RD$         223.19\\nTOTAL RD$           1,463.15\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6497249\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 14978316\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133052636"],"invoice_ids":["inv_d8f9efa5c30949945b9e"],"observation_id":"obs_14bd3eb227a57115eaf8","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.8,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.008,"brightness_factor":1.025,"blur_sigma":0.186,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.88,"jpeg_quality":91,"documents":[{"rotation_deg":-0.175,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12832221973636995673,"difficulty":"light","split":"test"}
{"image":"images/607_007257.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430275492\",\"ncf\":\"B0221687187\",\"fecha_comprobante\":\"20241230\",\"monto_facturado\":160444.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":160444.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SHAKER HOSPITALITY GROUP SHGA\\nRNC EMISOR: 131711235\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 04793 DR\\nANTO\\nRNC CLIENTE: 430275492\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0221687187\\nFACTURA NO.: 6828399\\nAUTORIZACION: 722471854\\nTELEFONO: 809-315-8596\\nFECHA: 30/12/2024  HORA: 13:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   26  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  67,444.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  10,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  34,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  20,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  28,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      160,444.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         160,444.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1840434\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 62850857\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131711235"],"invoice_ids":["inv_0716f0ccfee0fab6656a"],"observation_id":"obs_94fd05ff239446c7493d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":7.83,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.747,"brightness_factor":1.124,"blur_sigma":0.334,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.3,"jpeg_quality":76,"documents":[{"rotation_deg":-1.761,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17171966636507377239,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 38916989\\nVN\\n\\n--- FACTURA ---\\n\\nEMILIN KATERIN SOSA TOLENTINO\\nEMILIN KATERIN SOSA TOLENTINO\\nRNC EMISOR: 40222212553\\nCLIENTE: COROSEM SRL\\nRNC CLIENTE: 133014769\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454971046596\\nFACTURA NO.: 6124643\\nAUTORIZACION: 823994846\\nTELEFONO: 809-676-6699\\nFECHA: 01/09/2025  HORA: 14:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    28,000.00\\n    1  SERVICIO  ASESORIA TECNICA            25,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      15,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       68,500.00\\nIMPUESTO ITBIS RD$      12,330.00\\nTOTAL RD$          80,830.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7265234\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[3,1,4],"business_categories":["transporte","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132083131","131116558","40222212553"],"invoice_ids":["inv_0dafad0b87b94a48271f","inv_3406bbb6f23bccc5f334","inv_ff61e7157535786e6995"],"observation_id":"obs_a2835c38d98bb8194311","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.662,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":0.974,"brightness_factor":0.914,"blur_sigma":0.045,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":77.98,"jpeg_quality":83,"documents":[{"rotation_deg":-2.866,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.94,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.227,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LRA"},{"kind":"initials","text":"VN"},{"kind":"none","text":""}]},"num_invoices":3,"seed":4236131538998175146,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 54122602\\n\\n--- FACTURA ---\\n\\nRESIDENCIAL MEDITERRANEO IV\\nRESIDENCIAL MEDITERRANEO IV\\nRNC EMISOR: 430319716\\nCLIENTE: FUNDACION EDUCACION SIN FRONTERAS FESF\\nRNC CLIENTE: 430415421\\nFACTURA DE CREDITO FISCAL\\nNCF E444171333451\\nFACTURA NO.: 0814416\\nAUTORIZACION: 855177612\\nTELEFONO: 809-841-8264\\nFECHA: 25/05/2025  HORA: 14:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       43,186.50\\n    1  SERVICIO  COMISION INMOBILIARIA      131,614.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   11,218.00\\n    3  MES       ALQUILER DE LOCAL          490,749.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   34,208.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$      710,976.99\\nITBIS 18% RD$     127,975.86\\nTOTAL RD$         838,952.85\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7889747\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 38514638\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTGS DOMINICANA\\nTGS DOMINICANA SRL\\nRNC 133089343\\nCLIENTE: JUAN CARLOS CRUZ REYNOSO\\nRNC CLIENTE: 12200031594\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441422912658\\nFACTURA NO.: 1684195\\nAUTORIZACION: 784189053\\nTELEFONO: 809-253-7297\\nFECHA: 24/11/2024  HORA: 20:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,765.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,765.00\\nIMPUESTO ITBIS RD$       2,117.70\\nTOTAL RD$          13,882.70\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 319357\\nGRACIAS POR SU COMPRA\\nOK\"}","template_ids":[9,4,5],"business_categories":["automotriz","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["123002955","430319716","133089343"],"invoice_ids":["inv_5e1140e7ec493ecd7362","inv_e4744012ff288fccdb2e","inv_9561bedfc8332c097735"],"observation_id":"obs_cd0db3368bea3788bc9c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.52,"augmentation_metadata":{"downscale_factor":0.619,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":1.045,"brightness_factor":1.066,"blur_sigma":0.21,"crop_applied":false,"camera_distance_factors":[0.948,0.902,0.951],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.62,"jpeg_quality":81,"documents":[{"rotation_deg":-2.367,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.53,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.547,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":1857851581627228850,"difficulty":"hard","split":"test"}
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{"image":"images/606_007288.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22300454182\",\"ncf\":\"B1536760944\",\"fecha_comprobante\":\"20250219\",\"monto_facturado_servicios\":272000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":48960.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CARLOS FRANCISCO ENCARNACION TEJEDA\\nCARLOS FRANCISCO ENCARNACION TEJEDA\\nRNC: 22300454182\\nCLIENTE: RAYNELDA HIDALGO DE PEÑA\\nRNC CLIENTE: 03102727199\\nFACTURA DE CREDITO FISCAL\\nNCF B1536760944\\nFACTURA NO.: 3328498\\nAUTORIZACION: 639794988\\nTELEFONO: 809-572-3913\\nFECHA: 19/02/2025  HORA: 15:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   52,500.00\\n    1  CASO      REPRESENTACION LEGAL       109,000.00\\n    1  PROYECTO  DISENO DE PLANOS            93,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       2,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      272,000.00\\nIMPUESTO ITBIS RD$      48,960.00\\nTOTAL RD$         320,960.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 456992\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 71624003\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["22300454182"],"invoice_ids":["inv_a7fd07a806146baf105b"],"observation_id":"obs_a7344d97d419c36db025","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":9.13,"augmentation_metadata":{"downscale_factor":0.837,"red_scale":0.953,"blue_scale":1.047,"contrast_factor":0.898,"brightness_factor":0.966,"blur_sigma":0.286,"crop_applied":false,"camera_distance_factors":[0.918],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.93,"jpeg_quality":94,"documents":[{"rotation_deg":0.287,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17577996899583362075,"difficulty":"light","split":"train"}
{"image":"images/607_007289.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03100183510\",\"ncf\":\"B0241847970\",\"fecha_comprobante\":\"20240919\",\"monto_facturado\":20847.91,\"itbis_facturado\":3752.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":50.98,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":24651.51,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BANCO MULTIPLE BHD\\nRNC EMISOR: 101136792\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIPE FERNANDEZ GUZMAN\\nRNC CLIENTE: 03100183510\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0241847970\\nFACTURA NO.: 0177392\\nAUTORIZACION: 486534489\\nTELEFONO: 809-774-2872\\nFECHA: 19/09/2024  HORA: 17:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,167.96\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,551.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,178.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,949.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,847.91\\nITBIS RD$       3,752.62\\nOTROS IMPUESTOS RD$      50.98\\nTOTAL RD$          24,651.51\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6048012\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 90896343\\nVerificado\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101136792"],"invoice_ids":["inv_f223766c373a31ec20b4"],"observation_id":"obs_80dca9b83af361a405c4","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":8.19,"augmentation_metadata":{"downscale_factor":0.541,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.96,"brightness_factor":0.865,"blur_sigma":1.04,"crop_applied":false,"camera_distance_factors":[0.975],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.6,"jpeg_quality":82,"documents":[{"rotation_deg":-5.468,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12551160740399935578,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_007298.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05601034415\",\"ncf\":\"B1506036387\",\"fecha_comprobante\":\"20240219\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":41111.00,\"itbis_facturado\":7399.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"HOME DECOR\\nRITA FARAH EL HAGE\\nRNC EMISOR: 05601034415\\nCLIENTE: ENTRE PIEDRAS Y CRISTALES S A\\nRNC CLIENTE: 130200211\\nFACTURA DE CREDITO FISCAL\\nNCF B1506036387\\nFACTURA NO.: 0886437\\nAUTORIZACION: 764522359\\nTELEFONO: 809-762-2393\\nFECHA: 19/02/2024  HORA: 17:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,488.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,228.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  21,395.00\\n-------------------------------------------\\nSUBTOTAL RD$       41,111.00\\nIMPUESTO ITBIS RD$       7,399.98\\nTOTAL RD$          48,510.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3904246\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 84980082\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05601034415"],"invoice_ids":["inv_ad416570297435d99e49"],"observation_id":"obs_84933bc2a9a78f12fc3e","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.79,"augmentation_metadata":{"downscale_factor":0.883,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.015,"brightness_factor":0.977,"blur_sigma":0.2,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.48,"jpeg_quality":95,"documents":[{"rotation_deg":-0.406,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":447519911674377441,"difficulty":"light","split":"train"}
{"image":"images/607_007299.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133742667\",\"ncf\":\"B0108281456\",\"fecha_comprobante\":\"20250912\",\"monto_facturado\":13177.00,\"itbis_facturado\":2371.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":15548.86,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUILLY ALMONTE RENT CAR DEALER\\nRNC EMISOR: 133353946\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZENITH CAPITAL GROUP S A\\nRNC CLIENTE: 133742667\\nFACTURA DE CREDITO FISCAL\\nNCF B0108281456\\nFACTURA NO.: 1976292\\nAUTORIZACION: 342220761\\nTELEFONO: 809-702-4076\\nFECHA: 12/09/2025  HORA: 08:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,300.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     642.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,292.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     541.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,402.00\\n-------------------------------------------\\nSUBTOTAL RD$       13,177.00\\nITBIS RD$       2,371.86\\nTOTAL RD$          15,548.86\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2996524\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 87824325\\nENTREGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133353946"],"invoice_ids":["inv_c02294ec7bd6515bd6aa"],"observation_id":"obs_743aa95f6727b4e8b134","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":8.7,"augmentation_metadata":{"downscale_factor":0.851,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.855,"brightness_factor":0.967,"blur_sigma":0.436,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.81,"jpeg_quality":85,"documents":[{"rotation_deg":2.016,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":152986934133652328,"difficulty":"hard","split":"train"}
{"image":"images/606_007300.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131171494\",\"ncf\":\"E312839062354\",\"fecha_comprobante\":\"20240117\",\"monto_facturado_servicios\":25849.00,\"monto_facturado_bienes\":9379.00,\"itbis_facturado\":6341.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430035769\",\"ncf\":\"E450099441485\",\"fecha_comprobante\":\"20251005\",\"monto_facturado_servicios\":227000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":40860.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"04100061342\",\"ncf\":\"E452157993157\",\"fecha_comprobante\":\"20240218\",\"monto_facturado_servicios\":133705.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24066.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ALBANILERIA GOMEZ\\nALBANILERIA GOMEZ EIRL\\nRNC 131171494\\nCLIENTE: YOHAN MANUEL DE LA CRUZ GARRIDO\\nRNC CLIENTE: 02301009201\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312839062354\\nFACTURA NO.: 2865557\\nAUTORIZACION: 100305585\\nTELEFONO: 809-868-1813\\nFECHA: 17/01/2024  HORA: 10:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA       22,000.00\\n    3  DIA       ALQUILER TALADRO PERCUTOR    3,849.00\\n  275  PIE       ALAMBRE ELECTRICO THHN NO. 12    7,425.00\\n   17  UNIDAD    CODO PVC 1/2 PULGADA           442.00\\n    3  FUNDA     CEMENTO GRIS 42.5 KG         1,512.00\\n----------------------------------------------\\nSUBTOTAL RD$       35,228.00\\nIMPUESTO ITBIS RD$       6,341.04\\nTOTAL RD$          41,569.04\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8796093\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 82559934\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nACAED\\nASOCIACION CRISTIANA DE AYUDA A LOS NINOS Y NINA\\nRNC: 430035769\\nCLIENTE: ALFA SOLUCIONES RODRIGUEZ ACEVEDO & ASO\\nRNC CLIENTE: 130914621\\nFACTURA DE CREDITO FISCAL\\nNCF: E450099441485\\nFACTURA NO.: 9249652\\nAUTORIZACION: 638980498\\nTELEFONO: 809-570-5674\\nFECHA: 05/10/2025  HORA: 10:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           135,500.00\\n    1  SERVICIO  ASESORIA TECNICA            12,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       35,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       39,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       5,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      227,000.00\\nITBIS RD$      40,860.00\\nTOTAL RD$         267,860.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2266761\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 83442050\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCAFETERIA FEDORA\\nMANUEL RAMON PEREZ CABREJA\\nRNC: 04100061342\\nCLIENTE: CENTRO FERRETERO TAVAREZ CFT SRL\\nRNC CLIENTE: 133574502\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452157993157\\nFACTURA NO.: 5109993\\nAUTORIZACION: 966398777\\nTELEFONO: 809-928-4891\\nFECHA: 18/02/2024  HORA: 20:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         45,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       26,500.00\\n   29  PAGINA    TRADUCCION DE DOCUMENTOS    62,205.00\\n----------------------------------------------\\nSUBTOTAL RD$      133,705.00\\nITBIS 18% RD$      24,066.90\\nTOTAL RD$         157,771.90\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1697811\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 67068960\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[13,4,6],"business_categories":["construccion_ferreteria","profesional","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["131171494","430035769","04100061342"],"invoice_ids":["inv_d8b46e505d73b47377a0","inv_09099743765ff302dc60","inv_eecbee593e20a387685b"],"observation_id":"obs_4839b56c3af301bb818f","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.983,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.76,"jpeg_quality":97,"documents":[{"rotation_deg":0.006,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.029,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.094,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7484167190645497702,"difficulty":"hard","split":"train"}
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UND. 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{"image":"images/606_007310.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131973142\",\"ncf\":\"E328963408224\",\"fecha_comprobante\":\"20240830\",\"monto_facturado_servicios\":874.95,\"monto_facturado_bienes\":15379.85,\"itbis_facturado\":2925.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"00109616557\",\"ncf\":\"B1570927678\",\"fecha_comprobante\":\"20250123\",\"monto_facturado_servicios\":1688.00,\"monto_facturado_bienes\":33038.63,\"itbis_facturado\":6250.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"G&A RECOVERY HOUSE\\nG&A RECOVERY HOUSE SRL\\nRNC: 131973142\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 08642\\nGURABO\\nRNC CLIENTE: 430312071\\nFACTURA DE CREDITO FISCAL\\nNCF: E328963408224\\nFACTURA NO.: 5453957\\nAUTORIZACION: 996671982\\nTELEFONO: 809-727-6453\\nFECHA: 30/08/2024  HORA: 09:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  14,789.85\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     874.95\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     590.00\\n-------------------------------------------\\nSUBTOTAL RD$       16,254.80\\nITBIS 18% RD$       2,925.86\\nTOTAL RD$          19,180.66\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 9832338\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 99212861\\nGAR\\n\\n--- FACTURA ---\\n\\nJUAN ROBERTO ROSARIO RODRIGUEZ\\nJUAN ROBERTO ROSARIO RODRIGUEZ\\nRNC: 00109616557\\nCLIENTE: MERCEGO S A\\nRNC CLIENTE: 101630817\\nFACTURA DE CREDITO FISCAL\\nNCF B1570927678\\nFACTURA NO.: 1416860\\nAUTORIZACION: 523294046\\nTELEFONO: 809-707-2088\\nFECHA: 23/01/2025  HORA: 10:28\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    926.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 23,499.80\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,688.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                                  5,864.85\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,747.98\\n----------------------------------------------------------\\nSUB-TOTAL RD$       34,726.63\\nITBIS 18% RD$       6,250.79\\nTOTAL RD$          40,977.42\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2128773\\nGRACIAS POR SU COMPRA\\nAPROBADO\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131973142","00109616557"],"invoice_ids":["inv_9503e47438e40c92ce68","inv_43b5fc61ed932d940019"],"observation_id":"obs_232c8ff1c5a1e8a3be5c","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":6.9,"augmentation_metadata":{"downscale_factor":0.764,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":0.894,"brightness_factor":1.028,"blur_sigma":0.322,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.95,"jpeg_quality":85,"documents":[{"rotation_deg":-0.496,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.086,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GAR"},{"kind":"none","text":""}]},"num_invoices":2,"seed":1342997154814784544,"difficulty":"hard","split":"train"}
{"image":"images/607_007311.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01300183314\",\"ncf\":\"E315406925275\",\"fecha_comprobante\":\"20240119\",\"monto_facturado\":8617.50,\"itbis_facturado\":1551.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":10168.65,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131327402\",\"ncf\":\"E318690086571\",\"fecha_comprobante\":\"20240227\",\"monto_facturado\":25331.95,\"itbis_facturado\":4559.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":29891.70},{\"rnc\":\"02600016709\",\"ncf\":\"E458554009066\",\"fecha_comprobante\":\"20240930\",\"monto_facturado\":47208.95,\"itbis_facturado\":8497.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":55706.56,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELECTRO SYSTEM PEREZ CABRERA SERVICE\\nRNC EMISOR: 132277643\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOCORRO GERONIMO\\nRNC CLIENTE: 01300183314\\nFACTURA DE CREDITO FISCAL\\nNCF E315406925275\\nFACTURA NO.: 9358638\\nAUTORIZACION: 330455688\\nTELEFONO: 809-770-8672\\nFECHA: 19/01/2024  HORA: 15:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO         8,617.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,617.50\\nIMPUESTO ITBIS RD$       1,551.15\\nTOTAL RD$          10,168.65\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8458321\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 12614653\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nJULIO CESAR JIMENEZ LANTIGUA\\nRNC EMISOR: 04700989637\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GEEKS EIRL\\nRNC CLIENTE: 131327402\\nFACTURA DE CREDITO FISCAL\\nNCF: E318690086571\\nFACTURA NO.: 5523502\\nAUTORIZACION: 92154978\\nTELEFONO: 809-405-1512\\nFECHA: 27/02/2024  HORA: 19:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         846.95\\n    1  SERVICIO  GESTION LOGISTICA           24,485.00\\n----------------------------------------------\\nSUBTOTAL RD$       25,331.95\\nIMPUESTO ITBIS RD$       4,559.75\\nTOTAL RD$          29,891.70\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 3868035\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 86843382\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nVIPRINT\\nRNC EMISOR: 131822681\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGELA  MARIA ESTEVEZ MANZANO\\nRNC CLIENTE: 02600016709\\nFACTURA DE CREDITO FISCAL\\nNCF: E458554009066\\nFACTURA NO.: 8918514\\nAUTORIZACION: 266868998\\nTELEFONO: 809-508-5359\\nFECHA: 30/09/2024  HORA: 09:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  41,434.00\\n    1  UNIDAD    BANNER PUBLICITARIO\\n                                   5,774.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       47,208.95\\nIMPUESTO ITBIS RD$       8,497.61\\nTOTAL RD$          55,706.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5452454\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007315.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130944652\",\"ncf\":\"E451276869363\",\"fecha_comprobante\":\"20250601\",\"monto_facturado\":17500.00,\"itbis_facturado\":3150.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":20650.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130018172\",\"ncf\":\"B0187545915\",\"fecha_comprobante\":\"20251007\",\"monto_facturado\":10031.00,\"itbis_facturado\":1805.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":11836.58,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FUNDACION ENDURO BROTHERS\\nRNC EMISOR: 430331279\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISTRIBUIDORA YISSEL SRL\\nRNC CLIENTE: 130944652\\nFACTURA DE CREDITO FISCAL\\nNCF E451276869363\\nFACTURA NO.: 5262597\\nAUTORIZACION: 577027546\\nTELEFONO: 809-916-5374\\nFECHA: 01/06/2025  HORA: 19:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   17,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,500.00\\nIMPUESTO ITBIS RD$       3,150.00\\nTOTAL RD$          20,650.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3544221\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO SANTA MARGARITA\\nRNC EMISOR: 430200662\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIONICIA NUNEZ REYES\\nRNC CLIENTE: 130018172\\nFACTURA DE CREDITO FISCAL\\nNCF B0187545915\\nFACTURA NO.: 8108524\\nAUTORIZACION: 684952380\\nTELEFONO: 809-905-2861\\nFECHA: 07/10/2025  HORA: 15:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     704.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,827.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,031.00\\nIMPUESTO ITBIS RD$       1,805.58\\nTOTAL RD$          11,836.58\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7491550\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 97724459\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430331279","430200662"],"invoice_ids":["inv_a27b8e8bc708c5618f08","inv_74333f625ae76ed8c475"],"observation_id":"obs_e1c9595766fe531801d9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.51,"augmentation_metadata":{"downscale_factor":0.645,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.117,"brightness_factor":0.887,"blur_sigma":0.677,"crop_applied":false,"camera_distance_factors":[0.955,0.993],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":48.31,"jpeg_quality":90,"documents":[{"rotation_deg":-3.91,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":3.695,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":13058050597377836781,"difficulty":"medium","split":"train"}
{"image":"images/606_007316.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"501130851\",\"ncf\":\"E321986109525\",\"fecha_comprobante\":\"20240925\",\"monto_facturado_servicios\":601.00,\"monto_facturado_bienes\":21299.97,\"itbis_facturado\":3942.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"GOMEZ CHECO TOMAS\\nGOMEZ CHECO TOMAS\\nRNC EMISOR: 501130851\\nCLIENTE: YAHAIRA CARABALLO RAMIREZ\\nRNC CLIENTE: 02500374919\\nFACTURA DE CREDITO FISCAL\\nNCF: E321986109525\\nFACTURA NO.: 5086946\\nAUTORIZACION: 538266549\\nTELEFONO: 809-466-2920\\nFECHA: 25/09/2024  HORA: 13:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,508.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,321.97\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     601.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  17,470.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,900.97\\nITBIS RD$       3,942.17\\nTOTAL RD$          25,843.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2457271\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 56182601\\nVerificado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["501130851"],"invoice_ids":["inv_bab04c130de9806b7bda"],"observation_id":"obs_48ed87e1bd48b1ff2a8e","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":8.48,"augmentation_metadata":{"downscale_factor":0.883,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.91,"brightness_factor":0.933,"blur_sigma":0.041,"crop_applied":true,"camera_distance_factors":[0.926],"legibility_scale_corrections":[0.0],"final_contrast_stddev":67.47,"jpeg_quality":88,"documents":[{"rotation_deg":-0.203,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16917246084306422269,"difficulty":"light","split":"validation"}
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{"image":"images/606_007318.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40221773753\",\"ncf\":\"B0289559082\",\"fecha_comprobante\":\"20250306\",\"monto_facturado_servicios\":171290.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":30832.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"NICOLE MARIE ARBAJE ESCOVAR\\nNICOLE MARIE ARBAJE ESCOVAR\\nRNC: 40221773753\\nCLIENTE: CASTRO COLLADO COMUNICACIONES SRL\\nRNC CLIENTE: 131317359\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0289559082\\nFACTURA NO.: 7634638\\nAUTORIZACION: 240063481\\nTELEFONO: 809-545-2182\\nFECHA: 06/03/2025  HORA: 12:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       42,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   70,000.00\\n    1  MES       SUPERVISION DE OBRA         27,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,500.00\\n    2  PAGINA    TRADUCCION DE DOCUMENTOS     4,290.00\\n----------------------------------------------\\nSUBTOTAL RD$      171,290.00\\nIMPUESTO ITBIS RD$      30,832.20\\nTOTAL RD$         202,122.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1971800\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 15324632\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40221773753"],"invoice_ids":["inv_4b65b058d6d84d41375b"],"observation_id":"obs_48f6f9e4f4d308bc815a","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.52,"augmentation_metadata":{"downscale_factor":0.921,"red_scale":1.044,"blue_scale":0.956,"contrast_factor":0.958,"brightness_factor":1.035,"blur_sigma":0.332,"crop_applied":false,"camera_distance_factors":[0.995],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.65,"jpeg_quality":96,"documents":[{"rotation_deg":1.762,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7309891403392623347,"difficulty":"light","split":"validation"}
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{"image":"images/606_007320.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00114309768\",\"ncf\":\"E327365521283\",\"fecha_comprobante\":\"20240918\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":20876.00,\"itbis_facturado\":3757.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PABLO CLASE SANCHEZ\\nPABLO CLASE SANCHEZ\\nRNC 00114309768\\nCLIENTE: SERVICIOS DE SEGURIDAD TIGRE SRL\\nRNC CLIENTE: 130775852\\nFACTURA DE CREDITO FISCAL\\nNCF E327365521283\\nFACTURA NO.: 5445489\\nAUTORIZACION: 689473605\\nTELEFONO: 809-585-4631\\nFECHA: 18/09/2024  HORA: 08:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,476.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  11,064.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,786.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     996.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,554.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,876.00\\nIMPUESTO ITBIS RD$       3,757.68\\nTOTAL RD$          24,633.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6758410\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 29993611\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00114309768"],"invoice_ids":["inv_39c649786631dc562687"],"observation_id":"obs_7aec6373b35bf14846e6","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.91,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.974,"brightness_factor":0.986,"blur_sigma":0.001,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":89,"documents":[{"rotation_deg":0.635,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6599110344836830341,"difficulty":"light","split":"train"}
{"image":"images/607_007321.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133432285\",\"ncf\":\"B0211032424\",\"fecha_comprobante\":\"20250822\",\"monto_facturado\":42000.00,\"itbis_facturado\":7560.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":16675.71,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":32884.29,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132093722\",\"ncf\":\"E446453923558\",\"fecha_comprobante\":\"20251004\",\"monto_facturado\":44500.00,\"itbis_facturado\":8010.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":52510.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00100188606\",\"ncf\":\"E320342343076\",\"fecha_comprobante\":\"20251117\",\"monto_facturado\":29315.55,\"itbis_facturado\":5276.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":34592.35,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MANUVENT\\nRNC EMISOR: 131037291\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SAHILY RENT CAR EIRL\\nRNC CLIENTE: 133432285\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0211032424\\nFACTURA NO.: 9503929\\nAUTORIZACION: 303241221\\nTELEFONO: 809-938-6773\\nFECHA: 22/08/2025  HORA: 13:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       35,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    7,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       42,000.00\\nITBIS RD$       7,560.00\\nTOTAL RD$          49,560.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1008445\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 62176993\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nREVISADO\\n\\n--- FACTURA ---\\n\\nNILDA MARIA DISCUA PALOMO\\nRNC EMISOR: 40227491327\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LAKEBAY HOLDING SRL\\nRNC CLIENTE: 132093722\\nFACTURA DE CREDITO FISCAL\\nNCF E446453923558\\nFACTURA NO.: 2494465\\nAUTORIZACION: 793066894\\nTELEFONO: 809-858-5886\\nFECHA: 04/10/2025  HORA: 16:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            17,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       27,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       44,500.00\\nITBIS RD$       8,010.00\\nTOTAL RD$          52,510.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5104991\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nPCS  INPORMATICA\\nRNC EMISOR: 101771992\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL BIENVENIDO PEGUERO BAEZ\\nRNC CLIENTE: 00100188606\\nFACTURA DE CREDITO FISCAL\\nNCF E320342343076\\nFACTURA NO.: 3986672\\nAUTORIZACION: 300425975\\nTELEFONO: 809-694-3422\\nFECHA: 17/11/2025  HORA: 08:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,820.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,059.75\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  11,435.80\\n-------------------------------------------\\nSUBTOTAL RD$       29,315.55\\nITBIS RD$       5,276.80\\nTOTAL RD$          34,592.35\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5922083\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 26018097\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPI\"}","template_ids":[4,7,0],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131037291","40227491327","101771992"],"invoice_ids":["inv_059264540600da7e0236","inv_c1dbf2dbcd8762129d81","inv_f94823d72094e8c8a6ed"],"observation_id":"obs_6fe18b73ee2569f9929b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.84,"augmentation_metadata":{"downscale_factor":0.744,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.855,"brightness_factor":0.898,"blur_sigma":0.545,"crop_applied":false,"camera_distance_factors":[0.978,0.962,0.975],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":55.21,"jpeg_quality":89,"documents":[{"rotation_deg":-1.251,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.611,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.634,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"PI"}]},"num_invoices":3,"seed":10161395937040387813,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 25983445\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nREVISADO\\n\\n--- FACTURA ---\\n\\nADAMAS 28\\nADAMAS 28 SRL\\nRNC EMISOR: 132015312\\nCLIENTE: MARLENE ALEJANDRA ALVARADO UCETA\\nRNC CLIENTE: 00117848275\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453152057197\\nFACTURA NO.: 4372979\\nAUTORIZACION: 920573908\\nTELEFONO: 809-588-6335\\nFECHA: 29/08/2025  HORA: 13:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    JUGO NATURAL\\n                                     632.85\\n    5  UNIDAD    REFRESCO\\n                                     334.95\\n    2  UNIDAD    POLLO A LA PLANCHA\\n                                   1,533.98\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  16,484.00\\n-------------------------------------------\\nSUBTOTAL RD$       18,985.78\\nITBIS RD$       3,417.44\\nTOTAL RD$          22,403.22\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 105876\\nGRACIAS POR SU COMPRA\\nREVISADO\\nProcesado\\n\\n--- FACTURA ---\\n\\nCONFIA RECORDS\\nCONFIA RECORDS SRL\\nRNC EMISOR: 132608461\\nCLIENTE: JESUS BURGOS MATOS\\nRNC CLIENTE: 40221121631\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316563474649\\nFACTURA NO.: 1132030\\nAUTORIZACION: 613421703\\nTELEFONO: 809-429-7095\\nFECHA: 12/10/2024  HORA: 08:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            786.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         2,660.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,446.00\\nIMPUESTO ITBIS RD$         620.28\\nTOTAL RD$           4,066.28\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7570397\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007353.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101160438\",\"ncf\":\"B1443457639\",\"fecha_comprobante\":\"20240309\",\"monto_facturado\":1363.80,\"itbis_facturado\":245.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1609.28},{\"rnc\":\"04800398267\",\"ncf\":\"B0197357548\",\"fecha_comprobante\":\"20241102\",\"monto_facturado\":354207.00,\"itbis_facturado\":63757.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":417964.26}],\"ocr\":\"CODIO CIGARS\\nRNC EMISOR: 132452453\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA CHERYL SRL\\nRNC CLIENTE: 101160438\\nFACTURA DE CREDITO FISCAL\\nNCF B1443457639\\nFACTURA NO.: 8622471\\nAUTORIZACION: 645621311\\nTELEFONO: 809-765-6022\\nFECHA: 09/03/2024  HORA: 08:07\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,363.80\\n----------------------------------------------------------\\nSUBTOTAL RD$        1,363.80\\nIMPUESTO ITBIS RD$         245.48\\nTOTAL RD$           1,609.28\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1276902\\nGRACIAS POR SU COMPRA\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nCONDOMINIO LA PIAZZETTA\\nRNC EMISOR: 430107476\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON COLON ROSARIO\\nRNC CLIENTE: 04800398267\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0197357548\\nFACTURA NO.: 3734884\\nAUTORIZACION: 519740959\\nTELEFONO: 809-873-2039\\nFECHA: 02/11/2024  HORA: 16:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       ALQUILER DE LOCAL           94,166.00\\n    1  SERVICIO  COMISION INMOBILIARIA      249,714.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   10,326.50\\n----------------------------------------------\\nSUB-TOTAL RD$      354,207.00\\nIMPUESTO ITBIS RD$      63,757.26\\nTOTAL RD$         417,964.26\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 6797566\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 87248072\\nDETALLE DE SERVICIOS\"}","template_ids":[9,4],"business_categories":["comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132452453","430107476"],"invoice_ids":["inv_a5bbf4fbba48a9daad50","inv_d9f202333b1f616fda38"],"observation_id":"obs_47c0028fc5a73bd44108","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.74,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.965,"brightness_factor":0.883,"blur_sigma":0.102,"crop_applied":false,"camera_distance_factors":[0.921,0.93],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":36.09,"jpeg_quality":91,"documents":[{"rotation_deg":-1.176,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.105,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15688049223464187014,"difficulty":"medium","split":"train"}
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{"image":"images/607_007355.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03104209899\",\"ncf\":\"E317706354159\",\"fecha_comprobante\":\"20251019\",\"monto_facturado\":48380.79,\"itbis_facturado\":6342.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":54723.59,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430003824\",\"ncf\":\"E329719160008\",\"fecha_comprobante\":\"20250418\",\"monto_facturado\":22500.00,\"itbis_facturado\":4050.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26550.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"M T M AGRO SERVICIOS\\nRNC EMISOR: 101879254\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HEMKY LOUIS MADERA PIMENTEL\\nRNC CLIENTE: 03104209899\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317706354159\\nFACTURA NO.: 6284928\\nAUTORIZACION: 942790831\\nTELEFONO: 809-941-5210\\nFECHA: 19/10/2025  HORA: 19:43\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    FERTILIZANTE AGRICOLA\\n                                                  3,954.00\\n    4  UNIDAD    SEMILLAS CERTIFICADAS\\n                                                  7,683.80\\n    1  QUINTAL   FRUTAS FRESCAS\\n                                                  1,542.99\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                                 23,600.00\\n    5  QUINTAL   ARROZ EN CASCARA\\n                                                 11,600.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       48,380.79\\nITBIS RD$       6,342.80\\nTOTAL RD$          54,723.59\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9549880\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 68344283\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nASOCIACION UNION DE PESCADORES DE LA PRESA\\nRNC EMISOR: 430087718\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARITAS DIOCESANA\\nRNC CLIENTE: 430003824\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329719160008\\nFACTURA NO.: 3598691\\nAUTORIZACION: 713400067\\nTELEFONO: 809-414-5863\\nFECHA: 18/04/2025  HORA: 15:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      22,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       22,500.00\\nIMPUESTO ITBIS RD$       4,050.00\\nTOTAL RD$          26,550.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1032547\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 77359348\\nDETALLE DE SERVICIOS\"}","template_ids":[9,4],"business_categories":["agricultura","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101879254","430087718"],"invoice_ids":["inv_92023c08fba60955c138","inv_cf04b063941cf26c2230"],"observation_id":"obs_5e7a2d29b14d2b9600f5","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.973,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.947,"brightness_factor":0.984,"blur_sigma":0.017,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.85,"jpeg_quality":96,"documents":[{"rotation_deg":0.39,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.271,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5888997578768022077,"difficulty":"medium","split":"train"}
{"image":"images/606_007356.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101251056\",\"ncf\":\"B0241599266\",\"fecha_comprobante\":\"20240317\",\"monto_facturado_servicios\":348500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":62730.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130106487\",\"ncf\":\"B0262141965\",\"fecha_comprobante\":\"20250105\",\"monto_facturado_servicios\":1285.00,\"monto_facturado_bienes\":4942.80,\"itbis_facturado\":1121.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131900321\",\"ncf\":\"E448088348784\",\"fecha_comprobante\":\"20250131\",\"monto_facturado_servicios\":2802.00,\"monto_facturado_bienes\":9985.95,\"itbis_facturado\":2301.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SANDRA LUZ PUELLO MARTINEZ\\nSANDRA LUZ PUELLO MARTINEZ\\nRNC 00101251056\\nCLIENTE: EPLYNOX CORPORATION SRL\\nRNC CLIENTE: 131107232\\nFACTURA DE CREDITO FISCAL\\nNCF: B0241599266\\nFACTURA NO.: 6276741\\nAUTORIZACION: 944971490\\nTELEFONO: 809-623-5415\\nFECHA: 17/03/2024  HORA: 18:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    52,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      13,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       23,000.00\\n    1  PROYECTO  DISENO DE PLANOS           131,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      129,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      348,500.00\\nITBIS RD$      62,730.00\\nTOTAL RD$         411,230.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6695256\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINVERSIONES CON PORT\\nINVERSIONES CON PORT SRL\\nRNC EMISOR: 130106487\\nCLIENTE: CAYO LEVANTADO TOURS AND TRAVEL\\nRNC CLIENTE: 130288968\\nFACTURA DE CREDITO FISCAL\\nNCF: B0262141965\\nFACTURA NO.: 3548380\\nAUTORIZACION: 113882569\\nTELEFONO: 809-933-9721\\nFECHA: 05/01/2025  HORA: 09:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     602.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     287.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,285.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,083.80\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     970.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,227.80\\nITBIS 18% RD$       1,121.00\\nTOTAL RD$           7,348.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8779678\\nGRACIAS POR SU COMPRA\\nICP\\n\\n--- FACTURA ---\\n\\nA&G SANTANA MOTORS\\nA&G SANTANA MOTORS SRL\\nRNC 131900321\\nCLIENTE: JOAN ANTONIO JIMENEZ MATOS\\nRNC CLIENTE: 00111220810\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448088348784\\nFACTURA NO.: 8964520\\nAUTORIZACION: 278706476\\nTELEFONO: 809-551-1771\\nFECHA: 31/01/2025  HORA: 14:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   2,802.00\\n    1  UNIDAD    BATERIA AUTOMOTRIZ\\n                                   9,290.00\\n    1  UNIDAD    ACEITE DE MOTOR\\n                                     695.95\\n-------------------------------------------\\nSUB-TOTAL RD$       12,787.95\\nITBIS RD$       2,301.83\\nTOTAL RD$          15,089.78\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8558098\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,0,1],"business_categories":["profesional","comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00101251056","130106487","131900321"],"invoice_ids":["inv_e115540575ada44959c8","inv_7ef25589c9a201554739","inv_b48e5a6e34033048797c"],"observation_id":"obs_3a4a7e20430f1fca35f9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.62,"augmentation_metadata":{"downscale_factor":0.691,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.983,"brightness_factor":0.887,"blur_sigma":0.579,"crop_applied":false,"camera_distance_factors":[0.913,0.931,0.899],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":64.15,"jpeg_quality":83,"documents":[{"rotation_deg":-2.237,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.876,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":4.176,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"ICP"},{"kind":"none","text":""}]},"num_invoices":3,"seed":1147277989263636366,"difficulty":"hard","split":"train"}
{"image":"images/607_007357.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131863965\",\"ncf\":\"E312996141211\",\"fecha_comprobante\":\"20250314\",\"monto_facturado\":22343.45,\"itbis_facturado\":4021.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":26365.27}],\"ocr\":\"CASA DE CAMBIO DAZAQUE\\nRNC EMISOR: 132592905\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INDUSTRIA LACTEA BRITO INLACBRI SRL\\nRNC CLIENTE: 131863965\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312996141211\\nFACTURA NO.: 0338568\\nAUTORIZACION: 456405009\\nTELEFONO: 809-517-6648\\nFECHA: 14/03/2025  HORA: 13:40\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 14,229.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  6,929.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    341.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                    843.50\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       22,343.45\\nIMPUESTO ITBIS RD$       4,021.82\\nTOTAL RD$          26,365.27\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6188970\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 35146422\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132592905"],"invoice_ids":["inv_43ee8cf9fe7a14a7ce41"],"observation_id":"obs_2ccdde7e3eb763dc8a95","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.48,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.994,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.45,"jpeg_quality":97,"documents":[{"rotation_deg":0.112,"perspective":0.0,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5468078150553301963,"difficulty":"clean","split":"train"}
{"image":"images/606_007358.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40222913564\",\"ncf\":\"B1586644104\",\"fecha_comprobante\":\"20241225\",\"monto_facturado_servicios\":142500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CARLOS RAINIEL                 DEL ROSARIO\\nCARLOS RAINIEL                 DEL ROSARIO MATIA\\nRNC: 40222913564\\nCLIENTE: IMPORTADORA YUMURY C POR A\\nRNC CLIENTE: 130387354\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1586644104\\nFACTURA NO.: 2635791\\nAUTORIZACION: 606014593\\nTELEFONO: 809-508-7169\\nFECHA: 25/12/2024  HORA: 10:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    49,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  PROYECTO  DISENO DE PLANOS            23,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      23,000.00\\n    1  VISITA    INSPECCION TECNICA          27,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      142,500.00\\nIMPUESTO ITBIS RD$      25,650.00\\nTOTAL RD$         168,150.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9517926\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40222913564"],"invoice_ids":["inv_82c5a079943feaae95a8"],"observation_id":"obs_d7105d167cc1e252977a","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.42,"augmentation_metadata":{"downscale_factor":0.675,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.876,"brightness_factor":1.003,"blur_sigma":0.079,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":35.98,"jpeg_quality":88,"documents":[{"rotation_deg":-2.715,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16433877444165903321,"difficulty":"hard","split":"train"}
{"image":"images/607_007359.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131897381\",\"ncf\":\"B1566877300\",\"fecha_comprobante\":\"20250315\",\"monto_facturado\":201500.00,\"itbis_facturado\":36270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":23.35,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":237793.35,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02800601904\",\"ncf\":\"B1518908553\",\"fecha_comprobante\":\"20251004\",\"monto_facturado\":24048.00,\"itbis_facturado\":4328.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":28376.64,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSULJUR RD\\nRNC EMISOR: 133763397\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REPUESTO MIGUEL MESA SRL\\nRNC CLIENTE: 131897381\\nFACTURA DE CREDITO FISCAL\\nNCF B1566877300\\nFACTURA NO.: 6591525\\nAUTORIZACION: 315794416\\nTELEFONO: 809-336-3798\\nFECHA: 15/03/2025  HORA: 15:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  60,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  85,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  56,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      201,500.00\\nITBIS 18% RD$      36,270.00\\nOTROS IMPUESTOS RD$      23.35\\nTOTAL RD$         237,793.35\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 977112\\nGRACIAS POR SU COMPRA\\nOK\\n\\n--- FACTURA ---\\n\\nRIGOBERTO ALEXANDER GOMEZ DIAZ\\nRNC EMISOR: 02301029571\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS ROBLES\\nRNC CLIENTE: 02800601904\\nFACTURA DE CREDITO FISCAL\\nNCF: B1518908553\\nFACTURA NO.: 8673866\\nAUTORIZACION: 77155821\\nTELEFONO: 809-903-3307\\nFECHA: 04/10/2025  HORA: 13:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  24,048.00\\n-------------------------------------------\\nSUB-TOTAL RD$       24,048.00\\nITBIS 18% RD$       4,328.64\\nTOTAL RD$          28,376.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6469522\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 26287023\\nVERIFICADO\"}","template_ids":[0,1],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133763397","02301029571"],"invoice_ids":["inv_49fffc9233e1a59cf48b","inv_e6f8f0b1d3ce0e9995bd"],"observation_id":"obs_92f1f575cd682dba2178","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":8.03,"augmentation_metadata":{"downscale_factor":0.734,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":0.577,"brightness_factor":1.087,"blur_sigma":0.741,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.92,"jpeg_quality":88,"documents":[{"rotation_deg":-0.634,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.39,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15946089992696789109,"difficulty":"hard","split":"train"}
{"image":"images/606_007360.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"102625824\",\"ncf\":\"B1558739364\",\"fecha_comprobante\":\"20250113\",\"monto_facturado_servicios\":364169.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":65550.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"T J DIAZ S A\\nT J DIAZ S A\\nRNC: 102625824\\nCLIENTE: ELAINE YENISE MOTA JIMENEZ\\nRNC CLIENTE: 00116306697\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1558739364\\nFACTURA NO.: 3772296\\nAUTORIZACION: 562020707\\nTELEFONO: 809-757-2888\\nFECHA: 13/01/2025  HORA: 10:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      201,987.50\\n    1  MES       ALQUILER DE LOCAL          131,229.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   16,276.50\\n    1  SERVICIO  TASACION DE PROPIEDAD       14,676.00\\n----------------------------------------------\\nSUBTOTAL RD$      364,169.00\\nIMPUESTO ITBIS RD$      65,550.42\\nTOTAL RD$         429,719.42\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8239587\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 97009964\\nTJD\"}","template_ids":[2],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["102625824"],"invoice_ids":["inv_e9f73dc6bafb4a3ac792"],"observation_id":"obs_22bd1c4f3aa2e908f8b4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.946,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.943,"brightness_factor":0.995,"blur_sigma":0.072,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.11,"jpeg_quality":96,"documents":[{"rotation_deg":-0.563,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TJD"}]},"num_invoices":1,"seed":7721188945622291109,"difficulty":"light","split":"train"}
{"image":"images/607_007361.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430291392\",\"ncf\":\"B1415472439\",\"fecha_comprobante\":\"20241216\",\"monto_facturado\":4606.00,\"itbis_facturado\":829.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":5435.08}],\"ocr\":\"KONS\\nRNC EMISOR: 133378434\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESIDENCIAL JANAI VI\\nRNC CLIENTE: 430291392\\nFACTURA DE CREDITO FISCAL\\nNCF: B1415472439\\nFACTURA NO.: 8808182\\nAUTORIZACION: 944873938\\nTELEFONO: 809-935-4165\\nFECHA: 16/12/2024  HORA: 19:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    GORRA BORDADA\\n                                   4,606.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,606.00\\nITBIS 18% RD$         829.08\\nTOTAL RD$           5,435.08\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 5693290\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 47086932\\nK\"}","template_ids":[1],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["133378434"],"invoice_ids":["inv_7ec37a969330f648b746"],"observation_id":"obs_8c3bde02e8be798c2449","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.44,"augmentation_metadata":{"downscale_factor":0.716,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.766,"brightness_factor":1.045,"blur_sigma":0.669,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.17,"jpeg_quality":76,"documents":[{"rotation_deg":1.029,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"K"}]},"num_invoices":1,"seed":1493159083006444641,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 34662128\\n\\n--- FACTURA ---\\n\\nCONSULTORIO DENTAL DR DAVID A BOBADILLA\\nDAVID ANTONIO BOBADILLA BARINAS\\nRNC: 00201038023\\nCLIENTE: MEGA MODULARES C POR A\\nRNC CLIENTE: 101831995\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1453214998\\nFACTURA NO.: 5758992\\nAUTORIZACION: 189197070\\nTELEFONO: 809-652-6313\\nFECHA: 18/07/2025  HORA: 12:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO   24,046.00\\n    1  SERVICIO  EVALUACION ODONTOLOGICA      1,369.00\\n    1  SERVICIO  CONSULTA MEDICA              2,069.00\\n    1  SERVICIO  ANALISIS DE LABORATORIO      5,447.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       32,931.00\\nITBIS RD$           0.00\\nTOTAL RD$          32,931.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8658669\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nKENNY DE LOS ANGELES PIMENTEL RUFINO\\nKENNY DE LOS ANGELES PIMENTEL RUFINO\\nRNC: 00106924103\\nCLIENTE: PISCI SRL\\nRNC CLIENTE: 132395761\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1560959227\\nFACTURA NO.: 3652673\\nAUTORIZACION: 901017712\\nTELEFONO: 809-629-4260\\nFECHA: 26/09/2025  HORA: 16:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  SERVICIO  TASACION DE PROPIEDAD       27,150.00\\n    1  SERVICIO  COMISION INMOBILIARIA      155,217.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    6,648.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      189,015.99\\nITBIS RD$      34,022.88\\nOTROS IMPUESTOS RD$     281.36\\nTOTAL RD$         223,320.23\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1960761\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMARIA ESTHER GONZALEZ CABRERA\\nMARIA ESTHER GONZALEZ CABRERA\\nRNC: 03400343855\\nCLIENTE: FREDY ANTONIO FIGUEROA GUILAMO\\nRNC CLIENTE: 00110225893\\nFACTURA DE CREDITO FISCAL\\nNCF E326034006850\\nFACTURA NO.: 0494921\\nAUTORIZACION: 747222127\\nTELEFONO: 809-952-2013\\nFECHA: 30/11/2024  HORA: 20:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  20,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,000.00\\nITBIS 18% RD$       3,600.00\\nTOTAL RD$          23,600.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4851883\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,2,4,1],"business_categories":["comercio_general","salud","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["22500580323","00201038023","00106924103","03400343855"],"invoice_ids":["inv_5f98d90370b80f2751ee","inv_ac701e6ffe6c78680182","inv_500ac6ec4b3fbdf66284","inv_43cfc5703711a7f452cd"],"observation_id":"obs_837472146fc595b2935c","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.67,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":0.888,"brightness_factor":0.927,"blur_sigma":0.133,"crop_applied":false,"camera_distance_factors":[0.993,0.933,0.919,0.919],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":65.06,"jpeg_quality":94,"documents":[{"rotation_deg":0.596,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.014,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-1.753,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.214,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":15923274474484034141,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_007367.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"422000802\",\"ncf\":\"E323772179049\",\"fecha_comprobante\":\"20241215\",\"monto_facturado\":16742.62,\"itbis_facturado\":3013.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":19756.29,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RT BAUTISTA REPAIR\\nRNC EMISOR: 133214024\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANOS UNIDAS INC\\nRNC CLIENTE: 422000802\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323772179049\\nFACTURA NO.: 4538840\\nAUTORIZACION: 254185866\\nTELEFONO: 809-583-3099\\nFECHA: 15/12/2024  HORA: 10:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,889.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,565.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,423.97\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,863.90\\n-------------------------------------------\\nSUB-TOTAL RD$       16,742.62\\nITBIS 18% RD$       3,013.67\\nTOTAL RD$          19,756.29\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4517469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 48833681\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133214024"],"invoice_ids":["inv_5b7d82a90b6fe19ad79f"],"observation_id":"obs_06898e30ed2d2fbe1ca9","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.885,"red_scale":1.043,"blue_scale":0.957,"contrast_factor":1.016,"brightness_factor":1.006,"blur_sigma":0.093,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.8,"jpeg_quality":95,"documents":[{"rotation_deg":-0.389,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2515384674660947965,"difficulty":"light","split":"test"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nOLIVER ANTONIO ABAD\\nRNC EMISOR: 04800535892\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL E JIMENEZ FERNANDEZ\\nRNC CLIENTE: 00102040268\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1538630369\\nFACTURA NO.: 1394529\\nAUTORIZACION: 173715020\\nTELEFONO: 809-695-4537\\nFECHA: 20/02/2024  HORA: 14:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANO DE OBRA DE REPARACION   24,620.00\\n   11  UNIDAD    INTERRUPTOR SENCILLO           946.00\\n    2  DIA       ALQUILER TALADRO PERCUTOR    1,786.00\\n----------------------------------------------\\nSUBTOTAL RD$       27,352.00\\nITBIS 18% RD$       4,923.36\\nTOTAL RD$          32,275.36\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4930293\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 52004115\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCATHCOM INTERNACIONAL S A\\nRNC EMISOR: 102341737\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HANDY ORLANDO SENA VALLEJO\\nRNC CLIENTE: 02200167662\\nFACTURA DE CREDITO FISCAL\\nNCF: E446795277591\\nFACTURA NO.: 0882589\\nAUTORIZACION: 424880611\\nTELEFONO: 809-238-4078\\nFECHA: 28/02/2025  HORA: 19:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MONITOR LED 24 PULGADAS     20,885.90\\n    1  SERVICIO  DESARROLLO DE SOFTWARE      73,190.00\\n    2  LICENCIA  LICENCIA DE SOFTWARE        57,232.00\\n----------------------------------------------\\nSUB-TOTAL RD$      151,307.90\\nIMPUESTO ITBIS RD$      27,235.42\\nTOTAL RD$         178,543.32\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 2712866\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 70609456\\nRESUMEN\"}","template_ids":[7,4,12],"business_categories":["profesional","construccion_ferreteria","tecnologia"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430154016","04800535892","102341737"],"invoice_ids":["inv_1cb0a427f67326e5b89b","inv_b1a732d5fb542030bccd","inv_da2a05466806462bca70"],"observation_id":"obs_643be676e3460ed65425","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.748,"brightness_factor":1.062,"blur_sigma":0.319,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.45,"jpeg_quality":85,"documents":[{"rotation_deg":0.778,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.26,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.202,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":8630360816805013615,"difficulty":"hard","split":"train"}
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{"image":"images/606_007382.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00201293487\",\"ncf\":\"E323338531361\",\"fecha_comprobante\":\"20251121\",\"monto_facturado_servicios\":64244.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11563.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"422001345\",\"ncf\":\"E315978761609\",\"fecha_comprobante\":\"20240702\",\"monto_facturado_servicios\":139000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25020.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"RAFAEL GREGORIO REYES NIEVES\\nRAFAEL GREGORIO REYES NIEVES\\nRNC: 00201293487\\nCLIENTE: OPULERA SRL\\nRNC CLIENTE: 133277638\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323338531361\\nFACTURA NO.: 3720462\\nAUTORIZACION: 921693447\\nTELEFONO: 809-417-1692\\nFECHA: 21/11/2025  HORA: 13:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  VIAJE     SERVICIO DE TRANSPORTE\\n                                  12,692.50\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   6,224.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  13,828.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  29,365.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA\\n                                   2,134.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       64,244.00\\nITBIS 18% RD$      11,563.92\\nTOTAL RD$          75,807.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3480585\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSOPROFAGI\\nSOCIEDAD DE PROTECCION FAMILIAR LOS GIRASOLES\\nRNC EMISOR: 422001345\\nCLIENTE: CAPELLI HAIR CENTER SP SRL\\nRNC CLIENTE: 131392857\\nFACTURA DE CREDITO FISCAL\\nNCF E315978761609\\nFACTURA NO.: 5065808\\nAUTORIZACION: 46394999\\nTELEFONO: 809-425-7670\\nFECHA: 02/07/2024  HORA: 16:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    8,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   20,000.00\\n    1  MES       SUPERVISION DE OBRA         85,000.00\\n    1  CASO      REPRESENTACION LEGAL        26,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      139,000.00\\nITBIS 18% RD$      25,020.00\\nTOTAL RD$         164,020.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4534944\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 52697103\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVERIFICADO\"}","template_ids":[0,4],"business_categories":["transporte","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00201293487","422001345"],"invoice_ids":["inv_5af7654ed6f416b519a1","inv_ffed42ae3bc231ea24e6"],"observation_id":"obs_601e285fe4b15dc6a665","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":1.025,"brightness_factor":0.998,"blur_sigma":0.114,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.42,"jpeg_quality":93,"documents":[{"rotation_deg":-0.662,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.06,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13796281701244436434,"difficulty":"medium","split":"train"}
{"image":"images/607_007383.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132888421\",\"ncf\":\"B0232364387\",\"fecha_comprobante\":\"20250711\",\"monto_facturado\":149500.00,\"itbis_facturado\":26910.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":176410.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130966974\",\"ncf\":\"B1495538939\",\"fecha_comprobante\":\"20240221\",\"monto_facturado\":166000.00,\"itbis_facturado\":29880.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":195880.00}],\"ocr\":\"ECCOS\\nRNC EMISOR: 422003127\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TENGFEI YZ SRL\\nRNC CLIENTE: 132888421\\nFACTURA DE CREDITO FISCAL\\nNCF: B0232364387\\nFACTURA NO.: 3609617\\nAUTORIZACION: 545350958\\nTELEFONO: 809-620-7706\\nFECHA: 11/07/2025  HORA: 20:54\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                                 60,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                 15,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                                 15,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 52,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS\\n                                                  7,000.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      149,500.00\\nITBIS RD$      26,910.00\\nTOTAL RD$         176,410.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1523844\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 32622057\\nREVISADO\\n\\n--- FACTURA ---\\n\\nABIGAIL PEREZ VARGAS\\nRNC EMISOR: 22400611822\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TOTAL CARE M G SRL\\nRNC CLIENTE: 130966974\\nFACTURA DE CREDITO FISCAL\\nNCF B1495538939\\nFACTURA NO.: 1774984\\nAUTORIZACION: 379024612\\nTELEFONO: 809-252-7175\\nFECHA: 21/02/2024  HORA: 18:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         70,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   19,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   77,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      166,000.00\\nIMPUESTO ITBIS RD$      29,880.00\\nTOTAL RD$         195,880.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 3428250\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 53675720\\nDETALLE DE SERVICIOS\"}","template_ids":[9,4],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["422003127","22400611822"],"invoice_ids":["inv_b37a19c456bf7db0dce8","inv_7401cc29bba82bc864b9"],"observation_id":"obs_3fc65486d1df85198495","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.4,"augmentation_metadata":{"downscale_factor":0.93,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":0.865,"brightness_factor":0.861,"blur_sigma":0.131,"crop_applied":false,"camera_distance_factors":[0.964,0.884],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":57.37,"jpeg_quality":90,"documents":[{"rotation_deg":1.107,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.263,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13653492247269841665,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 62384486\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nRUTACA\\nRNC EMISOR: 132453662\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIPECONSERVIS SRL\\nRNC CLIENTE: 133451808\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454104926143\\nFACTURA NO.: 9638918\\nAUTORIZACION: 308215148\\nTELEFONO: 809-598-4875\\nFECHA: 03/04/2025  HORA: 08:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                     373.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          373.00\\nITBIS RD$          67.14\\nTOTAL RD$             440.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2627793\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_007402.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430280844\",\"ncf\":\"B1536486507\",\"fecha_comprobante\":\"20250711\",\"monto_facturado_servicios\":133000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"430023426\",\"ncf\":\"E444422080816\",\"fecha_comprobante\":\"20250716\",\"monto_facturado_servicios\":300500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"101753422\",\"ncf\":\"B1537489973\",\"fecha_comprobante\":\"20250115\",\"monto_facturado_servicios\":168000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":30240.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FUNDACION DE MEDICINA ESTETICA Y ANTI AÑOS\\nFUNDACION DE MEDICINA ESTETICA Y ANTI AÑOS\\nSODOM\\nRNC 430280844\\nCLIENTE: MARIEL MERCEDES ESPINAL RODRIGUEZ\\nRNC CLIENTE: 03101055972\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1536486507\\nFACTURA NO.: 5025469\\nAUTORIZACION: 363222617\\nTELEFONO: 809-864-5048\\nFECHA: 11/07/2025  HORA: 15:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  25,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  43,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  49,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  15,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      133,000.00\\nIMPUESTO ITBIS RD$      23,940.00\\nTOTAL RD$         156,940.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9908111\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 14067552\\nFDM\\n\\n--- FACTURA ---\\n\\nASOCIACION DE PARCELEROS SAN IGNACIO\\nASOCIACION DE PARCELEROS SAN IGNACIO\\nRNC: 430023426\\nCLIENTE: GIL ALBELO UNA PRODUCCION VIDEO &\\nFILM\\nRNC CLIENTE: 130666024\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E444422080816\\nFACTURA NO.: 2863710\\nAUTORIZACION: 36457855\\nTELEFONO: 809-285-5426\\nFECHA: 16/07/2025  HORA: 18:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  81,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  63,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  35,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  21,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                 100,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      300,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         300,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1821701\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 89341775\\n\\n--- FACTURA ---\\n\\nAURICH GUERRERO & ASOCIADOS\\nAURICH GUERRERO & ASOCIADOS SRL\\nRNC EMISOR: 101753422\\nCLIENTE: CHAVEZ PEST CONTROL SRL\\nRNC CLIENTE: 131695851\\nFACTURA DE CREDITO FISCAL\\nNCF B1537489973\\nFACTURA NO.: 3812771\\nAUTORIZACION: 304193802\\nTELEFONO: 809-588-1742\\nFECHA: 15/01/2025  HORA: 10:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  57,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  25,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   9,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  67,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   9,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      168,000.00\\nITBIS 18% RD$      30,240.00\\nTOTAL RD$         198,240.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6913946\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 81137425\"}","template_ids":[5,1,1],"business_categories":["profesional","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430280844","430023426","101753422"],"invoice_ids":["inv_edfbdc837887da76079f","inv_c2a653ccf4330d6260d0","inv_4e975619acb4b1013f8d"],"observation_id":"obs_03e22c56e3d497dfe134","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.906,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":1.039,"brightness_factor":0.993,"blur_sigma":0.193,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.12,"jpeg_quality":89,"documents":[{"rotation_deg":-0.056,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.514,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.014,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FDM"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":698480047970265673,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 59462799\\nBC\\n\\n--- FACTURA ---\\n\\nCROMATICA C POR A\\nRNC EMISOR: 130063168\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NEGOCIOS & REPRESENTACIONES\\nRABIENSA S\\nRNC CLIENTE: 112001792\\nFACTURA DE CREDITO FISCAL\\nNCF E315947690995\\nFACTURA NO.: 0664263\\nAUTORIZACION: 65483301\\nTELEFONO: 809-864-1738\\nFECHA: 31/10/2024  HORA: 11:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  17,774.95\\n    2  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,072.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       18,846.95\\nIMPUESTO ITBIS RD$       3,392.45\\nTOTAL RD$          22,239.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5703559\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 77991830\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nANA MARIA MORONTA VASQUEZ\\nRNC EMISOR: 04800876015\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WANDER ANTONIO  DIAZ RAMIREZ\\nRNC CLIENTE: 22500795657\\nFACTURA DE CREDITO FISCAL\\nNCF E317924492332\\nFACTURA NO.: 0373646\\nAUTORIZACION: 208907679\\nTELEFONO: 809-634-5149\\nFECHA: 25/02/2024  HORA: 17:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   3,066.00\\n    3  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   5,202.00\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  13,506.99\\n    4  QUINTAL   ARROZ EN CASCARA\\n                                  18,095.96\\n    2  UNIDAD    PLATANO BARAHONERO\\n                                      41.98\\n-------------------------------------------\\nBASE IMPONIBLE RD$       39,912.93\\nITBIS RD$       3,919.50\\nTOTAL RD$          43,832.43\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 104477\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nRAFAEL ANTONIO NUÑEZ NUÑEZ\\nRNC EMISOR: 03100443922\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARMEN RITA MARMOL\\nRNC CLIENTE: 00110537040\\nFACTURA DE CREDITO FISCAL\\nNCF: E453927810591\\nFACTURA NO.: 7540408\\nAUTORIZACION: 330233292\\nTELEFONO: 809-894-8979\\nFECHA: 20/01/2025  HORA: 14:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   31,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       62,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       93,500.00\\nIMPUESTO ITBIS RD$      16,830.00\\nTOTAL RD$         110,330.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8968764\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 72368401\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nD P M ALTERNATIVAS ELECTRICAS S A\\nRNC EMISOR: 130325091\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOMINGO SANCHEZ & ASOCIADOS C POR A\\nRNC CLIENTE: 101788382\\nFACTURA DE CREDITO FISCAL\\nNCF: E321023058289\\nFACTURA NO.: 7606489\\nAUTORIZACION: 461239714\\nTELEFONO: 809-333-3339\\nFECHA: 05/11/2024  HORA: 09:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,303.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,375.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           533.50\\n    3  UNIDAD    MATERIAL DE OFICINA          1,368.00\\n    1  UNIDAD    EQUIPO ELECTRICO             1,526.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,105.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$          11,105.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9754376\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_007428.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101636246\",\"ncf\":\"B0146486863\",\"fecha_comprobante\":\"20240704\",\"monto_facturado_servicios\":190500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":34290.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133719517\",\"ncf\":\"E442542233632\",\"fecha_comprobante\":\"20250406\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":535.80,\"itbis_facturado\":96.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LINEA AEROPOSTAL VENEZOLANA\\nLINEA AEROPOSTAL VENEZOLANA\\nRNC: 101636246\\nCLIENTE: INGENIERIA F GIL & ASOCIADOS C POR A\\nRNC CLIENTE: 123005539\\nFACTURA DE CREDITO FISCAL\\nNCF B0146486863\\nFACTURA NO.: 9174517\\nAUTORIZACION: 492875402\\nTELEFONO: 809-575-1594\\nFECHA: 04/07/2024  HORA: 15:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   54,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   21,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    62,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      19,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       33,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      190,500.00\\nIMPUESTO ITBIS RD$      34,290.00\\nTOTAL RD$         224,790.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2170307\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 67141444\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nFRAJ MANANAS DECORACIONES ELEGANTES\\nFRAJ MANANAS DECORACIONES ELEGANTES SRL\\nRNC: 133719517\\nCLIENTE: KELWIN AUTOS SRL\\nRNC CLIENTE: 132032022\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442542233632\\nFACTURA NO.: 4522189\\nAUTORIZACION: 864593453\\nTELEFONO: 809-990-4969\\nFECHA: 06/04/2025  HORA: 17:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      535.80\\n----------------------------------------------\\nSUBTOTAL RD$          535.80\\nIMPUESTO ITBIS RD$          96.44\\nTOTAL RD$             632.24\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8045219\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nRevisado\"}","template_ids":[11,7],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101636246","133719517"],"invoice_ids":["inv_6d54b93e52d63b1228b9","inv_d4373980507d8df42b9d"],"observation_id":"obs_49f864c48bac20e63130","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.12,"augmentation_metadata":{"downscale_factor":0.774,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.973,"brightness_factor":0.964,"blur_sigma":0.456,"crop_applied":true,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.22,"jpeg_quality":93,"documents":[{"rotation_deg":2.791,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":1.848,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11186970128309706840,"difficulty":"hard","split":"train"}
{"image":"images/607_007429.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131327184\",\"ncf\":\"E320601649342\",\"fecha_comprobante\":\"20240112\",\"monto_facturado\":42877.99,\"itbis_facturado\":7718.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":19.87,\"monto_propina_legal\":0.00,\"efectivo\":50615.90,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"531060052\",\"ncf\":\"B1566571934\",\"fecha_comprobante\":\"20250821\",\"monto_facturado\":8665.00,\"itbis_facturado\":1559.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10224.70,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130636915\",\"ncf\":\"B1492403531\",\"fecha_comprobante\":\"20241105\",\"monto_facturado\":24546.30,\"itbis_facturado\":4418.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":20524.13,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8440.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MOUDIMOTORS REIKIN RD\\nRNC EMISOR: 133562391\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO INJA SRL\\nRNC CLIENTE: 131327184\\nFACTURA DE CREDITO FISCAL\\nNCF: E320601649342\\nFACTURA NO.: 0405766\\nAUTORIZACION: 788690001\\nTELEFONO: 809-328-5826\\nFECHA: 12/01/2024  HORA: 13:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   4,213.99\\n    3  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  38,664.00\\n-------------------------------------------\\nSUBTOTAL RD$       42,877.99\\nITBIS RD$       7,718.04\\nOTROS IMPUESTOS RD$      19.87\\nTOTAL RD$          50,615.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3887726\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 93705370\\nMRR\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nMETRO INGENIERIA MINGE\\nRNC EMISOR: 131337457\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELSON OSVALDO SOSA MARTE\\nRNC CLIENTE: 531060052\\nFACTURA DE CREDITO FISCAL\\nNCF B1566571934\\nFACTURA NO.: 3930072\\nAUTORIZACION: 907018535\\nTELEFONO: 809-410-8809\\nFECHA: 21/08/2025  HORA: 10:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                   1,165.00\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   7,500.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,665.00\\nITBIS RD$       1,559.70\\nTOTAL RD$          10,224.70\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8538413\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 20297471\\n\\n--- FACTURA ---\\n\\nINVERSIONES URENA MONTERO C POR A\\nRNC EMISOR: 130276562\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE LUIS GONZAGA ESPINAL DOMINGUEZ\\nRNC CLIENTE: 130636915\\nFACTURA DE CREDITO FISCAL\\nNCF B1492403531\\nFACTURA NO.: 9714723\\nAUTORIZACION: 62636296\\nTELEFONO: 809-283-1743\\nFECHA: 05/11/2024  HORA: 08:13\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    856.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  2,183.80\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,624.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 19,882.50\\n----------------------------------------------------------\\nSUB-TOTAL RD$       24,546.30\\nIMPUESTO ITBIS RD$       4,418.33\\nTOTAL RD$          28,964.63\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3556756\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007441.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132033566\",\"ncf\":\"E321243042582\",\"fecha_comprobante\":\"20240917\",\"monto_facturado\":109287.95,\"itbis_facturado\":19671.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":128959.78,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131747108\",\"ncf\":\"E312451808143\",\"fecha_comprobante\":\"20250210\",\"monto_facturado\":8350.00,\"itbis_facturado\":1503.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3704.55,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6148.45,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TEFFY RENT CAR\\nRNC EMISOR: 132767101\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CIA COMPAÑIA TABACALERA DEL CIBAO\\nSRL\\nRNC CLIENTE: 132033566\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321243042582\\nFACTURA NO.: 3633983\\nAUTORIZACION: 237872374\\nTELEFONO: 809-928-3818\\nFECHA: 17/09/2024  HORA: 08:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REPARACION MECANICA\\n                                  14,852.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   5,644.00\\n    1  UNIDAD    ACEITE DE MOTOR\\n                                     757.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  29,150.00\\n    5  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  58,884.95\\n-------------------------------------------\\nSUB-TOTAL RD$      109,287.95\\nITBIS RD$      19,671.83\\nTOTAL RD$         128,959.78\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1380667\\nGRACIAS POR SU COMPRA\\nTRC\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nIVAN ANTONIO BUENO ALMANZAR\\nRNC EMISOR: 00103979506\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REPARACION Y CONSTRUCTORA MODEFI SRL\\nRNC CLIENTE: 131747108\\nFACTURA DE CREDITO FISCAL\\nNCF: E312451808143\\nFACTURA NO.: 8616373\\nAUTORIZACION: 949811262\\nTELEFONO: 809-917-7424\\nFECHA: 10/02/2025  HORA: 10:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,885.00\\n    4  UNIDAD    MATERIAL DE OFICINA          6,308.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           157.00\\n----------------------------------------------\\nSUBTOTAL RD$        8,350.00\\nITBIS RD$       1,503.00\\nTOTAL RD$           9,853.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9521715\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[5,11],"business_categories":["automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132767101","00103979506"],"invoice_ids":["inv_7f2124cf434af59ef92c","inv_3927dafbc23dae9c8519"],"observation_id":"obs_fdc6a88f8d6917dc7ff7","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.676,"brightness_factor":1.018,"blur_sigma":0.31,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.07,"jpeg_quality":89,"documents":[{"rotation_deg":-0.759,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.75,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TRC"},{"kind":"none","text":""}]},"num_invoices":2,"seed":13200551293801248494,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 14236935\\n\\n--- FACTURA ---\\n\\nYLO C 03 HOLDINGS\\nYLO C 103 HOLDINGS SRL\\nRNC 133627345\\nCLIENTE: TAXFACIL SRL\\nRNC CLIENTE: 132892526\\nFACTURA DE CREDITO FISCAL\\nNCF B0111956336\\nFACTURA NO.: 1494174\\nAUTORIZACION: 322470015\\nTELEFONO: 809-663-5979\\nFECHA: 17/06/2024  HORA: 10:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       57,062.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    9,084.50\\n    2  MES       ALQUILER DE LOCAL          174,306.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   27,900.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$      268,353.99\\nITBIS RD$      48,303.72\\nOTROS IMPUESTOS RD$     288.54\\nTOTAL RD$         316,946.25\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7220557\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 79543028\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJOEL PERALTA ABAD\\nJOEL PERALTA ABAD\\nRNC EMISOR: 05800331687\\nCLIENTE: ENDIGITOS SRL\\nRNC CLIENTE: 131220622\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0261166729\\nFACTURA NO.: 5644949\\nAUTORIZACION: 911543553\\nTELEFONO: 809-291-8359\\nFECHA: 14/04/2024  HORA: 15:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,756.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,364.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,364.00\\n-------------------------------------------\\nSUBTOTAL RD$        8,484.00\\nITBIS 18% RD$       1,527.12\\nTOTAL RD$          10,011.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9422425\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 41991652\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3,4,5],"business_categories":["inmobiliario","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130091072","133627345","05800331687"],"invoice_ids":["inv_8d2edcb1b77e474cdd48","inv_abbf51c967952a476b37","inv_591e6561ec6c0178747d"],"observation_id":"obs_48fd08687a4c8a20df4b","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.947,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":1.004,"brightness_factor":1.004,"blur_sigma":0.136,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.39,"jpeg_quality":91,"documents":[{"rotation_deg":-0.253,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.066,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.174,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11174367131776982232,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 19611527\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nFERCAP SERVIZIO EXPRESS\\nFERCAP SERVIZIO EXPRESS SRL\\nRNC EMISOR: 132222911\\nCLIENTE: JOHAN VLADIMIR SANCHEZ MATEO\\nRNC CLIENTE: 40215126448\\nFACTURA DE CREDITO FISCAL\\nNCF E310717620915\\nFACTURA NO.: 1061071\\nAUTORIZACION: 972240118\\nTELEFONO: 809-491-5371\\nFECHA: 22/12/2024  HORA: 18:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   26,074.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   19,177.99\\n----------------------------------------------\\nSUB-TOTAL RD$       45,251.99\\nITBIS RD$       8,145.36\\nTOTAL RD$          53,397.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2042926\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 99328297\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nALIGN RD\\nALIGN RD SRL\\nRNC EMISOR: 132399951\\nCLIENTE: ARC RUNNERS CLUB\\nRNC CLIENTE: 430394041\\nFACTURA DE CREDITO FISCAL\\nNCF B1596375660\\nFACTURA NO.: 5724901\\nAUTORIZACION: 878751966\\nTELEFONO: 809-888-5924\\nFECHA: 01/10/2024  HORA: 08:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  53,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                   9,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       62,000.00\\nITBIS 18% RD$      11,160.00\\nTOTAL RD$          73,160.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1187427\\nGRACIAS POR SU COMPRA\"}","template_ids":[11,4,0],"business_categories":["profesional","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132653262","132222911","132399951"],"invoice_ids":["inv_a740e78cf2d04783101c","inv_cbbb4eb6c68894e854e4","inv_11fbfa41519e375aeff5"],"observation_id":"obs_ba1dd9e13a46a4f8abe3","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.822,"red_scale":0.953,"blue_scale":1.047,"contrast_factor":0.89,"brightness_factor":1.093,"blur_sigma":0.481,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.6,"jpeg_quality":75,"documents":[{"rotation_deg":-0.358,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.672,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.824,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6356313818819176196,"difficulty":"hard","split":"train"}
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{"image":"images/607_007459.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101533927\",\"ncf\":\"B1417230380\",\"fecha_comprobante\":\"20250802\",\"monto_facturado\":26327.95,\"itbis_facturado\":4739.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":31066.98,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131679137\",\"ncf\":\"E328033119543\",\"fecha_comprobante\":\"20240910\",\"monto_facturado\":32588.75,\"itbis_facturado\":5865.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":38454.73,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"XYNGULAR RD SRL\\nRNC EMISOR: 130735336\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PANTAI S A\\nRNC CLIENTE: 101533927\\nFACTURA DE CREDITO FISCAL\\nNCF B1417230380\\nFACTURA NO.: 3686992\\nAUTORIZACION: 672918864\\nTELEFONO: 809-958-7477\\nFECHA: 02/08/2025  HORA: 14:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     362.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     830.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  19,791.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,344.95\\n-------------------------------------------\\nSUBTOTAL RD$       26,327.95\\nITBIS 18% RD$       4,739.03\\nTOTAL RD$          31,066.98\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 815255\\nGRACIAS POR SU COMPRA\\nPAGADO\\n\\n--- FACTURA ---\\n\\nFOREX AGENTE DE CAMBIO SA\\nRNC EMISOR: 130116695\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LIAMIA PHARMA SRL\\nRNC CLIENTE: 131679137\\nFACTURA DE CREDITO FISCAL\\nNCF: E328033119543\\nFACTURA NO.: 6263301\\nAUTORIZACION: 152153520\\nTELEFONO: 809-772-7966\\nFECHA: 10/09/2024  HORA: 19:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,614.75\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  17,987.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     460.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     526.00\\n-------------------------------------------\\nSUBTOTAL RD$       32,588.75\\nIMPUESTO ITBIS RD$       5,865.98\\nTOTAL RD$          38,454.73\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 3031064\\nGRACIAS POR SU COMPRA\\nPagado\"}","template_ids":[5,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130735336","130116695"],"invoice_ids":["inv_213148fdb1b62eb24ba1","inv_ff4d4b9315cada2c7be2"],"observation_id":"obs_66a771bb86acf65da389","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":7.89,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.999,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.31,"jpeg_quality":98,"documents":[{"rotation_deg":0.107,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.069,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12875521905524136645,"difficulty":"medium","split":"train"}
{"image":"images/606_007460.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132891104\",\"ncf\":\"E315169457923\",\"fecha_comprobante\":\"20250705\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17903.00,\"itbis_facturado\":3222.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"133490471\",\"ncf\":\"E444053022942\",\"fecha_comprobante\":\"20250506\",\"monto_facturado_servicios\":1262.50,\"monto_facturado_bienes\":1640.00,\"itbis_facturado\":522.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"02300416191\",\"ncf\":\"E327136102272\",\"fecha_comprobante\":\"20240319\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":41201.74,\"itbis_facturado\":7416.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"SAFETY STORE DBSQ\\nSAFETY STORE DBSQ SRL\\nRNC EMISOR: 132891104\\nCLIENTE: RECICLADORA DE PLASTICO MORENAGE SRL\\nRNC CLIENTE: 133323737\\nFACTURA DE CREDITO FISCAL\\nNCF: E315169457923\\nFACTURA NO.: 7116266\\nAUTORIZACION: 785913660\\nTELEFONO: 809-920-7531\\nFECHA: 05/07/2025  HORA: 17:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO        12,370.00\\n    3  UNIDAD    MATERIAL DE OFICINA          4,032.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,501.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,903.00\\nITBIS 18% RD$       3,222.54\\nTOTAL RD$          21,125.54\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1173046\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nULICENTER GROUP\\nULICENTER GROUP S.R.L\\nRNC: 133490471\\nCLIENTE: FREDDY ODALI MORETA\\nRNC CLIENTE: 01300052865\\nFACTURA DE CREDITO FISCAL\\nNCF E444053022942\\nFACTURA NO.: 1089450\\nAUTORIZACION: 163284069\\nTELEFONO: 809-428-9232\\nFECHA: 06/05/2025  HORA: 08:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,262.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,640.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,902.50\\nITBIS RD$         522.45\\nTOTAL RD$           3,424.95\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 7567359\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEUSTAQUIO PILAR\\nEUSTAQUIO PILAR\\nRNC EMISOR: 02300416191\\nCLIENTE: TARIMAS DEL CIBAO FT SRL\\nRNC CLIENTE: 132010061\\nFACTURA DE CREDITO FISCAL\\nNCF E327136102272\\nFACTURA NO.: 4939121\\nAUTORIZACION: 313724450\\nTELEFONO: 809-996-4864\\nFECHA: 19/03/2024  HORA: 17:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         8,994.75\\n    1  UNIDAD    MATERIAL DE OFICINA            662.50\\n    5  UNIDAD    EQUIPO ELECTRICO            26,162.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            394.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         4,987.99\\n----------------------------------------------\\nSUB-TOTAL RD$       41,201.74\\nITBIS 18% RD$       7,416.31\\nTOTAL RD$          48,618.05\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4372006\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[7,1,4],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132891104","133490471","02300416191"],"invoice_ids":["inv_76e77652d76d7fee99de","inv_0630a2bee217a4c9b013","inv_e701d7992107c164f249"],"observation_id":"obs_ec62482779309fe5bcae","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.955,"brightness_factor":0.995,"blur_sigma":0.18,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.43,"jpeg_quality":91,"documents":[{"rotation_deg":0.244,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.521,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.628,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1761058353596381372,"difficulty":"hard","split":"validation"}
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{"image":"images/607_007463.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430045705\",\"ncf\":\"E452690649795\",\"fecha_comprobante\":\"20240818\",\"monto_facturado\":37262.97,\"itbis_facturado\":6707.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":21449.25,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":22521.05,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"THE SIS INVESTMENT\\nRNC EMISOR: 132413891\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE COMERCIANTES\\nDETALLISTAS\\nRNC CLIENTE: 430045705\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452690649795\\nFACTURA NO.: 5824088\\nAUTORIZACION: 293155909\\nTELEFONO: 809-980-3461\\nFECHA: 18/08/2024  HORA: 13:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,354.97\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,908.00\\n-------------------------------------------\\nSUB-TOTAL RD$       37,262.97\\nIMPUESTO ITBIS RD$       6,707.33\\nTOTAL RD$          43,970.30\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7848724\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 84156916\\nTSI\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132413891"],"invoice_ids":["inv_ce209bf7816587c8d693"],"observation_id":"obs_208ff29e233d07037ee1","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":9.66,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.96,"brightness_factor":0.922,"blur_sigma":0.095,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":84.33,"jpeg_quality":88,"documents":[{"rotation_deg":-1.724,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TSI"}]},"num_invoices":1,"seed":16108698548961064632,"difficulty":"hard","split":"train"}
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{"image":"images/607_007465.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132731842\",\"ncf\":\"B1554541166\",\"fecha_comprobante\":\"20240905\",\"monto_facturado\":25000.00,\"itbis_facturado\":4500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":29500.00},{\"rnc\":\"00102650652\",\"ncf\":\"E323852586198\",\"fecha_comprobante\":\"20240414\",\"monto_facturado\":4516.00,\"itbis_facturado\":812.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":5328.88,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CARMEN DINORAH DEL ROSARIO RAFA\\nRNC EMISOR: 02300217722\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: B K W ESTATE GROUP LLC\\nRNC CLIENTE: 132731842\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1554541166\\nFACTURA NO.: 9162671\\nAUTORIZACION: 463796353\\nTELEFONO: 809-686-9736\\nFECHA: 05/09/2024  HORA: 15:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       25,000.00\\nIMPUESTO ITBIS RD$       4,500.00\\nTOTAL RD$          29,500.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 235812\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 64690632\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nEURIS ANTONIO SANCHEZ SOTO\\nRNC EMISOR: 22300332768\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL NUÑEZ MALDONADO\\nRNC CLIENTE: 00102650652\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323852586198\\nFACTURA NO.: 0126165\\nAUTORIZACION: 787966282\\nTELEFONO: 809-473-3609\\nFECHA: 14/04/2024  HORA: 12:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     250.00\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   4,266.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,516.00\\nITBIS RD$         812.88\\nTOTAL RD$           5,328.88\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2524336\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 53333811\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02300217722","22300332768"],"invoice_ids":["inv_f69c16793ec18c6b25a9","inv_02eb29e46bdd800a58ba"],"observation_id":"obs_e2d98a18cae9133ceea7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.88,"augmentation_metadata":{"downscale_factor":0.597,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.115,"brightness_factor":0.946,"blur_sigma":0.272,"crop_applied":false,"camera_distance_factors":[0.989,0.989],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.31,"jpeg_quality":86,"documents":[{"rotation_deg":-1.716,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.3,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":3084517238171020684,"difficulty":"medium","split":"train"}
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{"image":"images/606_007484.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132644702\",\"ncf\":\"B0162468981\",\"fecha_comprobante\":\"20251202\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":451.97,\"itbis_facturado\":81.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"07100535603\",\"ncf\":\"E317488635401\",\"fecha_comprobante\":\"20251111\",\"monto_facturado_servicios\":1618.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":291.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LA ESQUINA DE MAMA\\nLA ESQUINA DE MAMA SRL\\nRNC: 132644702\\nCLIENTE: JUAN ANTONIO DISLA RODRIGUEZ\\nRNC CLIENTE: 03400451161\\nFACTURA DE CREDITO FISCAL\\nNCF B0162468981\\nFACTURA NO.: 4103942\\nAUTORIZACION: 46876433\\nTELEFONO: 809-952-1704\\nFECHA: 02/12/2025  HORA: 16:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    DETERGENTE EN POLVO\\n                                     101.00\\n    3  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     350.97\\n-------------------------------------------\\nSUBTOTAL RD$          451.97\\nITBIS 18% RD$          81.35\\nTOTAL RD$             533.32\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7697772\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 63632751\\nLED\\n\\n--- FACTURA ---\\n\\nTINTA\\nEVELYN GARCIA SALAZAR\\nRNC: 07100535603\\nCLIENTE: ASESORIAS AGRICOLAS JURARCO S A\\nRNC CLIENTE: 122010602\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317488635401\\nFACTURA NO.: 7549961\\nAUTORIZACION: 973251694\\nTELEFONO: 809-249-2890\\nFECHA: 11/11/2025  HORA: 09:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,618.50\\n-------------------------------------------\\nSUBTOTAL RD$        1,618.50\\nITBIS RD$         291.33\\nTOTAL RD$           1,909.83\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8812460\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,1],"business_categories":["colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132644702","07100535603"],"invoice_ids":["inv_5ade53df8e57ee06d31d","inv_ff671e4dc3b28fc13fcc"],"observation_id":"obs_f4ca2fc05ef9b96c57be","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":7.76,"augmentation_metadata":{"downscale_factor":0.903,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":1.015,"brightness_factor":0.982,"blur_sigma":0.108,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.34,"jpeg_quality":93,"documents":[{"rotation_deg":0.539,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.751,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LED"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":9207078355478352721,"difficulty":"medium","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 34704863\\nDETALLE DE SERVICIOS\\nREVISADO\\n\\n--- FACTURA ---\\n\\nOWLUX PRODUCTION\\nRNC EMISOR: 133276534\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FARMACIA SILDIA SRL\\nRNC CLIENTE: 131684394\\nFACTURA DE CREDITO FISCAL\\nNCF E328506549815\\nFACTURA NO.: 2426162\\nAUTORIZACION: 68988175\\nTELEFONO: 809-648-1984\\nFECHA: 30/09/2025  HORA: 10:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  61,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  14,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       75,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          75,500.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 459938\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 35621963\\nOP\\n\\n--- FACTURA ---\\n\\nJULIANNY MARIA ENCARNACION RODRIGUEZ\\nRNC EMISOR: 40209195813\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SHOE CARE USA SRL\\nRNC CLIENTE: 124006661\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1588827907\\nFACTURA NO.: 9700274\\nAUTORIZACION: 179615672\\nTELEFONO: 809-581-7540\\nFECHA: 05/11/2025  HORA: 16:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO             7,710.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        14,148.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            897.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,755.00\\nITBIS 18% RD$       4,095.90\\nTOTAL RD$          26,850.90\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8235966\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 44059689\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nCOLEGIO EL JARDIN\\nRNC EMISOR: 01000034213\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VIVA 1A IPS SA\\nRNC CLIENTE: 131949754\\nFACTURA DE CREDITO FISCAL\\nNCF: E314317931688\\nFACTURA NO.: 4636867\\nAUTORIZACION: 212337664\\nTELEFONO: 809-550-4862\\nFECHA: 30/05/2025  HORA: 09:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  CURSO     CURSO DE CAPACITACION\\n                                  50,833.50\\n    4  MES       MENSUALIDAD ACADEMICA\\n                                  34,520.00\\n    2  UNIDAD    LIBRO DE TEXTO\\n                                   8,426.00\\n-------------------------------------------\\nSUBTOTAL RD$       93,779.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          93,779.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4945099\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nBREEZEWOOD S A\\nRNC EMISOR: 105021902\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BASCOM GLOBAL INVESTMENT INC\\nRNC CLIENTE: 101882808\\nFACTURA DE CREDITO FISCAL\\nNCF B1456400350\\nFACTURA NO.: 0333075\\nAUTORIZACION: 503596560\\nTELEFONO: 809-744-5855\\nFECHA: 17/02/2024  HORA: 19:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     729.00\\n-------------------------------------------\\nSUB-TOTAL RD$          729.00\\nITBIS 18% RD$         131.22\\nTOTAL RD$             860.22\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9169336\\nGRACIAS POR SU COMPRA\\nBSA\"}","template_ids":[6,5,1],"business_categories":["profesional","educacion","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101150947","01000034213","105021902"],"invoice_ids":["inv_4ecb5453ac71438fdf33","inv_b49b8640020a6611a103","inv_13285a5ae182d9ddf99a"],"observation_id":"obs_afc22cf80f1a51a3c7b9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.81,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.004,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.49,"jpeg_quality":98,"documents":[{"rotation_deg":-0.137,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.089,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.018,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"BSA"}]},"num_invoices":3,"seed":435849915902493712,"difficulty":"hard","split":"train"}
{"image":"images/606_007502.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110386885\",\"ncf\":\"B0218214800\",\"fecha_comprobante\":\"20250302\",\"monto_facturado_servicios\":1037.00,\"monto_facturado_bienes\":17903.99,\"itbis_facturado\":3409.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CONFECCIONES DURAN\\nRAUL DURAN GOMEZ\\nRNC EMISOR: 00110386885\\nCLIENTE: INTERCOMUNICACIONES MOVILES S A\\nRNC CLIENTE: 101703377\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0218214800\\nFACTURA NO.: 6922936\\nAUTORIZACION: 60426187\\nTELEFONO: 809-943-1810\\nFECHA: 02/03/2025  HORA: 08:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            322.99\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,037.00\\n    5  UNIDAD    EQUIPO ELECTRICO            10,015.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,232.00\\n    3  UNIDAD    MATERIAL DE OFICINA          5,334.00\\n----------------------------------------------\\nSUB-TOTAL RD$       18,940.99\\nITBIS RD$       3,409.38\\nTOTAL RD$          22,350.37\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3994379\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 32183305\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00110386885"],"invoice_ids":["inv_627deca8bb8bd6324527"],"observation_id":"obs_209fbe1676369f486440","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":6.42,"augmentation_metadata":{"downscale_factor":0.86,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.682,"brightness_factor":1.093,"blur_sigma":0.63,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":80,"documents":[{"rotation_deg":0.425,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13533012352573965663,"difficulty":"medium","split":"train"}
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{"image":"images/607_007505.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430274801\",\"ncf\":\"E441201585839\",\"fecha_comprobante\":\"20250421\",\"monto_facturado\":35941.80,\"itbis_facturado\":6469.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":42411.32}],\"ocr\":\"BRIGHT KIDS SHOP BY ROSITA\\nRNC EMISOR: 133234939\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERATIVADE AHORRO CREDITO Y\\nSERVICIO\\nRNC CLIENTE: 430274801\\nFACTURA DE CREDITO FISCAL\\nNCF E441201585839\\nFACTURA NO.: 1927505\\nAUTORIZACION: 796358238\\nTELEFONO: 809-674-7897\\nFECHA: 21/04/2025  HORA: 18:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    CAMISA DE VESTIR\\n                                   6,250.00\\n    4  UNIDAD    UNIFORME EMPRESARIAL\\n                                  14,968.00\\n    4  UNIDAD    CALZADO CASUAL\\n                                  14,723.80\\n-------------------------------------------\\nBASE IMPONIBLE RD$       35,941.80\\nITBIS 18% RD$       6,469.52\\nTOTAL RD$          42,411.32\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 7620530\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 33634404\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nBKS\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["133234939"],"invoice_ids":["inv_6514d5d1b379ae9854fb"],"observation_id":"obs_df2ca25dca2c8cdbc3f6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":8.92,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.991,"brightness_factor":0.984,"blur_sigma":0.067,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.75,"jpeg_quality":95,"documents":[{"rotation_deg":-0.253,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"BKS"}]},"num_invoices":1,"seed":14319391653796826048,"difficulty":"light","split":"train"}
{"image":"images/606_007506.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131594476\",\"ncf\":\"E313919553385\",\"fecha_comprobante\":\"20240908\",\"monto_facturado_servicios\":7738.50,\"monto_facturado_bienes\":1929.00,\"itbis_facturado\":1740.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"MORBAN PETROLEO SRL\\nMORBAN PETROLEO SRL\\nRNC: 131594476\\nCLIENTE: PROVEDOR BY EXCELSIOR SRL\\nRNC CLIENTE: 132987608\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313919553385\\nFACTURA NO.: 8969941\\nAUTORIZACION: 907639349\\nTELEFONO: 809-505-8046\\nFECHA: 08/09/2024  HORA: 12:12\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    INTERRUPTOR SENCILLO\\n                                                    146.00\\n    1  FUNDA     CEMENTO GRIS 42.5 KG\\n                                                    583.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                                  7,738.50\\n    6  UNIDAD    DISCO DE CORTE 4.5 PULGADAS\\n                                                  1,200.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        9,667.50\\nITBIS RD$       1,740.15\\nTOTAL RD$          11,407.65\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 6742352\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 58521510\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131594476"],"invoice_ids":["inv_a9a51cfcbd50978e9402"],"observation_id":"obs_796d783bdd52889735b9","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.46,"augmentation_metadata":{"downscale_factor":0.878,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.802,"brightness_factor":1.009,"blur_sigma":0.39,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.09,"jpeg_quality":88,"documents":[{"rotation_deg":-0.632,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13520416932752437600,"difficulty":"medium","split":"train"}
{"image":"images/607_007507.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132861434\",\"ncf\":\"B1439332643\",\"fecha_comprobante\":\"20250904\",\"monto_facturado\":49000.00,\"itbis_facturado\":8820.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":57820.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NRP COMUNICACIONES\\nRNC EMISOR: 132524691\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCCIONES BISCENTENARIOS SRL\\nRNC CLIENTE: 132861434\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1439332643\\nFACTURA NO.: 3276159\\nAUTORIZACION: 640736900\\nTELEFONO: 809-859-6363\\nFECHA: 04/09/2025  HORA: 18:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       49,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       49,000.00\\nITBIS 18% RD$       8,820.00\\nTOTAL RD$          57,820.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6665453\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 78907333\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132524691"],"invoice_ids":["inv_8f7aaae486ca30df43ce"],"observation_id":"obs_bc67c5d680e1c2f2e00f","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.69,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":0.738,"brightness_factor":1.031,"blur_sigma":0.41,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.88,"jpeg_quality":77,"documents":[{"rotation_deg":0.087,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12383872807721821120,"difficulty":"hard","split":"train"}
{"image":"images/606_007508.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132748891\",\"ncf\":\"E310665839662\",\"fecha_comprobante\":\"20250211\",\"monto_facturado_servicios\":4791.00,\"monto_facturado_bienes\":15290.00,\"itbis_facturado\":3614.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"DANIEL LUGO SOUND LIGHT\\nDANIEL LUGO SOUND LIGHT SRL\\nRNC 132748891\\nCLIENTE: MY AI CORPORATION SRL\\nRNC CLIENTE: 132896582\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310665839662\\nFACTURA NO.: 8881844\\nAUTORIZACION: 163831143\\nTELEFONO: 809-567-1881\\nFECHA: 11/02/2025  HORA: 13:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,126.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,381.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,245.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,538.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   4,791.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,081.00\\nITBIS 18% RD$       3,614.58\\nTOTAL RD$          23,695.58\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 990490\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 16538008\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132748891"],"invoice_ids":["inv_a00ea49c728149596e6d"],"observation_id":"obs_aaafb87b49ec37616d96","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":8.98,"augmentation_metadata":{"downscale_factor":0.826,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.844,"brightness_factor":1.054,"blur_sigma":0.452,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":88,"documents":[{"rotation_deg":-0.988,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":105044998976657259,"difficulty":"hard","split":"train"}
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{"image":"images/606_007510.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101510196\",\"ncf\":\"B0125524750\",\"fecha_comprobante\":\"20250225\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12560.50,\"itbis_facturado\":2260.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"05400641808\",\"ncf\":\"B0105794971\",\"fecha_comprobante\":\"20240908\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1023.90,\"itbis_facturado\":184.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133445328\",\"ncf\":\"E451104385245\",\"fecha_comprobante\":\"20250417\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1143.96,\"itbis_facturado\":205.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"CENTRO DERMATOLOGICO PROFESIONAL V D P S A\\nCENTRO DERMATOLOGICO PROFESIONAL V D P S A\\nRNC: 101510196\\nCLIENTE: FARMACIA MAYELEWO FM SRL\\nRNC CLIENTE: 131642454\\nFACTURA DE CREDITO FISCAL\\nNCF B0125524750\\nFACTURA NO.: 0023368\\nAUTORIZACION: 398582485\\nTELEFONO: 809-996-7244\\nFECHA: 25/02/2025  HORA: 09:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,300.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  11,260.50\\n-------------------------------------------\\nSUBTOTAL RD$       12,560.50\\nIMPUESTO ITBIS RD$       2,260.89\\nTOTAL RD$          14,821.39\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 2748783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 67987486\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\\n\\n--- FACTURA ---\\n\\nSUPERMARKET MARIA\\nJOSE LUIS VASQUEZ PEÑA\\nRNC EMISOR: 05400641808\\nCLIENTE: RADHAMES CRISTINO ECHAVARRIA COLLADO\\nRNC CLIENTE: 01000155927\\nFACTURA DE CREDITO FISCAL\\nNCF: B0105794971\\nFACTURA NO.: 8134867\\nAUTORIZACION: 793638723\\nTELEFONO: 809-878-4841\\nFECHA: 08/09/2024  HORA: 20:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          1,023.90\\n----------------------------------------------\\nSUBTOTAL RD$        1,023.90\\nIMPUESTO ITBIS RD$         184.30\\nTOTAL RD$           1,208.20\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5464810\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 33838401\\nRecibido\\n\\n--- FACTURA ---\\n\\nLEGMAT MULTISERVICIOS & SOLUCIONES\\nLEGMAT MULTISERVICIOS & SOLUCIONES SRL\\nRNC: 133445328\\nCLIENTE: GREEN OFFICE EIRL\\nRNC CLIENTE: 131077773\\nFACTURA DE CREDITO FISCAL\\nNCF E451104385245\\nFACTURA NO.: 1604778\\nAUTORIZACION: 758795785\\nTELEFONO: 809-388-3597\\nFECHA: 17/04/2025  HORA: 16:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     279.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     162.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     701.97\\n-------------------------------------------\\nSUB-TOTAL RD$        1,143.96\\nITBIS 18% RD$         205.91\\nTOTAL RD$           1,349.87\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 1690033\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 93010967\\nPROCESADO\"}","template_ids":[5,2,1],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101510196","05400641808","133445328"],"invoice_ids":["inv_0df7be8547672c4518db","inv_0f03a163734c48dd69ef","inv_c6c7dad801d274c60897"],"observation_id":"obs_227fc2840020b73bcf18","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.62,"augmentation_metadata":{"downscale_factor":0.842,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.014,"brightness_factor":0.844,"blur_sigma":0.75,"crop_applied":false,"camera_distance_factors":[0.918,0.933,0.91],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":31.18,"jpeg_quality":91,"documents":[{"rotation_deg":-2.966,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.05,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.564,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":13029901388499422489,"difficulty":"hard","split":"train"}
{"image":"images/607_007511.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00106619612\",\"ncf\":\"B0153129159\",\"fecha_comprobante\":\"20240826\",\"monto_facturado\":18828.00,\"itbis_facturado\":3389.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":22217.04}],\"ocr\":\"REPUESTOS SUAREZ MARMOLEJOS C POR A\\nRNC EMISOR: 130324549\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LEONIDAS RODRIGUEZ ARIAS DE FANITE\\nRNC CLIENTE: 00106619612\\nFACTURA DE CREDITO FISCAL\\nNCF B0153129159\\nFACTURA NO.: 6316195\\nAUTORIZACION: 761788218\\nTELEFONO: 809-313-7882\\nFECHA: 26/08/2024  HORA: 09:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  14,095.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     869.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,864.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,828.00\\nIMPUESTO ITBIS RD$       3,389.04\\nTOTAL RD$          22,217.04\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 796301\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 58430503\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRSM\\nEntregado\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130324549"],"invoice_ids":["inv_3e95c0f1560267522a12"],"observation_id":"obs_3f4dfa4ca352bb902749","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.28,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.981,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":96,"documents":[{"rotation_deg":0.097,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RSM"}]},"num_invoices":1,"seed":2757227970063928914,"difficulty":"clean","split":"train"}
{"image":"images/606_007512.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101103027\",\"ncf\":\"E317273398882\",\"fecha_comprobante\":\"20250608\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5046.00,\"itbis_facturado\":908.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"KAREN BIENES RAICES S A\\nKAREN BIENES RAICES S A\\nRNC EMISOR: 101103027\\nCLIENTE: MATILDE RODRIGUEZ GOMEZ\\nRNC CLIENTE: 03600276129\\nFACTURA DE CREDITO FISCAL\\nNCF E317273398882\\nFACTURA NO.: 0745505\\nAUTORIZACION: 871552260\\nTELEFONO: 809-590-6167\\nFECHA: 08/06/2025  HORA: 09:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,046.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,046.00\\nITBIS RD$         908.28\\nTOTAL RD$           5,954.28\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8429945\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 97632403\\nKBR\\nAPROBADO\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101103027"],"invoice_ids":["inv_e5d5acf4de984c7d8bf7"],"observation_id":"obs_dc71c827ec4624fa5349","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":10.06,"augmentation_metadata":{"downscale_factor":0.661,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.864,"brightness_factor":0.954,"blur_sigma":0.522,"crop_applied":false,"camera_distance_factors":[0.97],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.62,"jpeg_quality":83,"documents":[{"rotation_deg":2.76,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"KBR"}]},"num_invoices":1,"seed":2892201223137265086,"difficulty":"medium","split":"train"}
{"image":"images/607_007513.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09100004267\",\"ncf\":\"E313244871272\",\"fecha_comprobante\":\"20250502\",\"monto_facturado\":20744.00,\"itbis_facturado\":3733.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":24477.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HELADERIA SPLASH\\nRNC EMISOR: 00111669297\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLARIBEL SILVERIO FELIZ\\nRNC CLIENTE: 09100004267\\nFACTURA DE CREDITO FISCAL\\nNCF E313244871272\\nFACTURA NO.: 2025050\\nAUTORIZACION: 694862750\\nTELEFONO: 809-610-7283\\nFECHA: 02/05/2025  HORA: 17:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  20,092.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     652.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,744.00\\nITBIS 18% RD$       3,733.92\\nTOTAL RD$          24,477.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5465309\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 59784953\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00111669297"],"invoice_ids":["inv_f930b76917cdd36dea08"],"observation_id":"obs_03556b2bd1629f32b526","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":10.03,"augmentation_metadata":{"downscale_factor":0.888,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.028,"brightness_factor":0.985,"blur_sigma":0.118,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":51.99,"jpeg_quality":91,"documents":[{"rotation_deg":0.372,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11427095717150385014,"difficulty":"light","split":"train"}
{"image":"images/606_007514.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00102029345\",\"ncf\":\"B0213564896\",\"fecha_comprobante\":\"20241207\",\"monto_facturado_servicios\":15000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130297152\",\"ncf\":\"E453995267234\",\"fecha_comprobante\":\"20241119\",\"monto_facturado_servicios\":125645.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22616.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40213386390\",\"ncf\":\"B0225254621\",\"fecha_comprobante\":\"20250223\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":22443.90,\"itbis_facturado\":4039.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"HIPOLITO MUÑOZ PEÑA\\nHIPOLITO MUÑOZ PEÑA\\nRNC: 00102029345\\nCLIENTE: WOW IMPORTS C POR A\\nRNC CLIENTE: 123011962\\nFACTURA DE CREDITO FISCAL\\nNCF B0213564896\\nFACTURA NO.: 2584818\\nAUTORIZACION: 403981099\\nTELEFONO: 809-251-9345\\nFECHA: 07/12/2024  HORA: 20:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       15,000.00\\nITBIS 18% RD$       2,700.00\\nTOTAL RD$          17,700.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3752301\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 74651314\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nSKYDREAM SRL\\nSKYDREAM SRL\\nRNC EMISOR: 130297152\\nCLIENTE: LORAIVI MABEL                  ALMONTE \\nRNC CLIENTE: 22301307298\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453995267234\\nFACTURA NO.: 8138128\\nAUTORIZACION: 522206043\\nTELEFONO: 809-957-4537\\nFECHA: 19/11/2024  HORA: 08:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA            9,203.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         2,300.95\\n    3  VIAJE     TRANSPORTE DE CARGA        112,672.50\\n    1  VIAJE     SERVICIO DE MENSAJERIA       1,469.50\\n----------------------------------------------\\nSUB-TOTAL RD$      125,645.95\\nITBIS 18% RD$      22,616.27\\nTOTAL RD$         148,262.22\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4721828\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nEntregado\\n\\n--- FACTURA ---\\n\\nSANDOVAL TECNOLOGIA\\nJOSE MIGUEL MEDRANO SANDOVAL\\nRNC: 40213386390\\nCLIENTE: LEXOMNIA SRL\\nRNC CLIENTE: 132200578\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0225254621\\nFACTURA NO.: 9276077\\nAUTORIZACION: 154515218\\nTELEFONO: 809-783-7359\\nFECHA: 23/02/2025  HORA: 17:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            892.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA           521.90\\n    4  UNIDAD    EQUIPO ELECTRICO            18,732.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         2,298.00\\n----------------------------------------------\\nSUBTOTAL RD$       22,443.90\\nIMPUESTO ITBIS RD$       4,039.90\\nTOTAL RD$          26,483.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1316202\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 42696406\"}","template_ids":[4,12,13],"business_categories":["profesional","transporte","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00102029345","130297152","40213386390"],"invoice_ids":["inv_3cb493599ff33607a9a2","inv_69bb0ba0d714a49d3f7a","inv_58fa806bb330e8047877"],"observation_id":"obs_0838013f18572efcf395","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.576,"red_scale":1.027,"blue_scale":0.973,"contrast_factor":0.839,"brightness_factor":0.943,"blur_sigma":1.076,"crop_applied":false,"camera_distance_factors":[0.897,0.978,0.956],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":42.26,"jpeg_quality":77,"documents":[{"rotation_deg":-0.168,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.47,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-5.093,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17209547489521438030,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 97052267\\nDETALLE DE SERVICIOS\\nPendiente\\n\\n--- FACTURA ---\\n\\nPETER MICHAEL SANCHEZ RODRIGUEZ\\nRNC EMISOR: 00118132182\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FABRICA DE BLOCK SERRET S A\\nRNC CLIENTE: 101645199\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454659394405\\nFACTURA NO.: 9052620\\nAUTORIZACION: 477500176\\nTELEFONO: 809-603-5629\\nFECHA: 14/02/2025  HORA: 19:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       26,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,500.00\\nIMPUESTO ITBIS RD$       4,770.00\\nTOTAL RD$          31,270.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7277546\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 89140992\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nREVISADO\\n\\n--- FACTURA ---\\n\\nAUGUSTO RAFAEL VASQUEZ\\nRNC EMISOR: 03101731739\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GREGORIA BERNA POLANCO LUNA\\nRNC CLIENTE: 00114077506\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0290345975\\nFACTURA NO.: 9548340\\nAUTORIZACION: 263361532\\nTELEFONO: 809-332-1772\\nFECHA: 17/05/2025  HORA: 18:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  MES       ALQUILER DE LOCAL          496,605.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    5,724.50\\n----------------------------------------------\\nSUB-TOTAL RD$      502,329.50\\nITBIS RD$           0.00\\nTOTAL RD$         502,329.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5836049\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,11,13],"business_categories":["inmobiliario","profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132524472","00118132182","03101731739"],"invoice_ids":["inv_749206980fd581b65828","inv_9997fcd586fde9733204","inv_1e821d594150e121c96b"],"observation_id":"obs_10bac9120a3775f7ccec","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.657,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":1.018,"brightness_factor":0.93,"blur_sigma":0.476,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":44.19,"jpeg_quality":93,"documents":[{"rotation_deg":-2.496,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.801,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.785,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":17405490387402782795,"difficulty":"hard","split":"validation"}
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CURIEL\\nRNC EMISOR: 06100232674\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASFALTO FS SRL\\nRNC CLIENTE: 132130944\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0181993806\\nFACTURA NO.: 4341692\\nAUTORIZACION: 250928308\\nTELEFONO: 809-991-3714\\nFECHA: 07/03/2025  HORA: 17:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,101.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     674.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  32,914.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,689.99\\nITBIS RD$       6,784.20\\nTOTAL RD$          44,474.19\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2786841\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 34848039\\nFDC\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nESTHER MARIA GUILLEN CHAVEZ CHAVEZ\\nRNC EMISOR: 00107570905\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KIRSIS CLINICA DE ESTETICA Y BELLEZA S\\nRNC CLIENTE: 101814063\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455054688611\\nFACTURA NO.: 2763328\\nAUTORIZACION: 349049230\\nTELEFONO: 809-764-8313\\nFECHA: 22/02/2025  HORA: 09:30\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,470.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 19,350.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       20,820.00\\nITBIS RD$       3,747.60\\nTOTAL RD$          24,567.60\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 8617392\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCORELCA\\nRNC EMISOR: 101846331\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES ANTILLANAS LFC C POR A\\nRNC CLIENTE: 130199736\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442854580428\\nFACTURA NO.: 9877216\\nAUTORIZACION: 371825261\\nTELEFONO: 809-554-1542\\nFECHA: 21/10/2025  HORA: 17:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  LIBRA     CLAVOS CORRIENTES 2\\n                 PULGADAS\\n                                      58.50\\n    4  UNIDAD    BROCHA PARA PINTURA 3\\n                 PULGADAS\\n                                   1,088.00\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   5,000.00\\n    5  UNIDAD    BOMBILLO LED 9 W\\n                                     600.00\\n    1  UNIDAD    DISCO DE CORTE 4.5\\n                 PULGADAS\\n                                     242.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        6,988.50\\nITBIS 18% RD$       1,257.93\\nTOTAL RD$           8,246.43\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1136867\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 32544812\\nCES\\n\\n--- FACTURA ---\\n\\nGRUPO TECNICO EMPRESARIAL\\nGRUPO TECNICO EMPRESARIAL SRL\\nRNC 101642165\\nCLIENTE: WS LOGISTICS SRL\\nRNC CLIENTE: 133330865\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327163420697\\nFACTURA NO.: 4396920\\nAUTORIZACION: 207593424\\nTELEFONO: 809-769-5274\\nFECHA: 29/03/2025  HORA: 11:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   22,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      115,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   67,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    31,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      235,500.00\\nITBIS 18% RD$      42,390.00\\nTOTAL RD$         277,890.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6174172\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_007546.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130154848\",\"ncf\":\"B0148027203\",\"fecha_comprobante\":\"20241024\",\"monto_facturado_servicios\":118766.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21377.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"DESARROLLOS OBICER S A\\nDESARROLLOS OBICER S A\\nRNC EMISOR: 130154848\\nCLIENTE: MANUEL ANTONIO ROA DOMINGUEZ\\nRNC CLIENTE: 00117668814\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0148027203\\nFACTURA NO.: 7827331\\nAUTORIZACION: 79048607\\nTELEFONO: 809-727-4729\\nFECHA: 24/10/2024  HORA: 15:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   19,830.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       30,212.00\\n    1  MES       ALQUILER DE LOCAL           68,724.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      118,766.00\\nITBIS 18% RD$      21,377.88\\nTOTAL RD$         140,143.88\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5596636\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 88684316\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130154848"],"invoice_ids":["inv_dc77b16056d5c47190ff"],"observation_id":"obs_3e217565b2ad353319dc","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.54,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.961,"brightness_factor":0.967,"blur_sigma":0.655,"crop_applied":false,"camera_distance_factors":[0.881],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.67,"jpeg_quality":73,"documents":[{"rotation_deg":2.618,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2962509358412282038,"difficulty":"medium","split":"test"}
{"image":"images/607_007547.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00112760368\",\"ncf\":\"B1428131585\",\"fecha_comprobante\":\"20250528\",\"monto_facturado\":204811.94,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":204811.94,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00102146149\",\"ncf\":\"B1423388295\",\"fecha_comprobante\":\"20250222\",\"monto_facturado\":22124.75,\"itbis_facturado\":3982.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":26107.21}],\"ocr\":\"CONDOMINIO BLU\\nRNC EMISOR: 430257206\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA ANTONIA RODRIGUEZ REYES\\nRNC CLIENTE: 00112760368\\nFACTURA DE CREDITO FISCAL\\nNCF B1428131585\\nFACTURA NO.: 5145628\\nAUTORIZACION: 622497918\\nTELEFONO: 809-978-2104\\nFECHA: 28/05/2025  HORA: 09:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   29,824.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       28,929.00\\n    5  MES       ALQUILER DE LOCAL           61,539.95\\n    1  SERVICIO  COMISION INMOBILIARIA       84,518.99\\n----------------------------------------------\\nSUB-TOTAL RD$      204,811.94\\nITBIS RD$           0.00\\nTOTAL RD$         204,811.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9619690\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 31014035\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nWENDIS ENCARNACION PEREZ\\nRNC EMISOR: 07500086470\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL MENDEZ NUÑEZ\\nRNC CLIENTE: 00102146149\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1423388295\\nFACTURA NO.: 7822796\\nAUTORIZACION: 118450062\\nTELEFONO: 809-723-4155\\nFECHA: 22/02/2025  HORA: 16:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,459.75\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,665.00\\n-------------------------------------------\\nSUB-TOTAL RD$       22,124.75\\nIMPUESTO ITBIS RD$       3,982.46\\nTOTAL RD$          26,107.21\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 6450037\\nGRACIAS POR SU COMPRA\"}","template_ids":[12,5],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430257206","07500086470"],"invoice_ids":["inv_6d5e9f34ec99fc59701c","inv_654af80e5c94d39e6f4e"],"observation_id":"obs_7facaa41de570c206bf5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.008,"brightness_factor":0.999,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":30.62,"jpeg_quality":98,"documents":[{"rotation_deg":-0.145,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.089,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15899102425756688697,"difficulty":"medium","split":"train"}
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{"image":"images/606_007556.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131607608\",\"ncf\":\"B0172930307\",\"fecha_comprobante\":\"20250429\",\"monto_facturado_servicios\":781.95,\"monto_facturado_bienes\":6555.00,\"itbis_facturado\":1320.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GRUPO MOLUI\\nGRUPO MOLUI SRL\\nRNC EMISOR: 131607608\\nCLIENTE: BELLWAY SOLUTIONS SRL\\nRNC CLIENTE: 132092473\\nFACTURA DE CREDITO FISCAL\\nNCF B0172930307\\nFACTURA NO.: 9913233\\nAUTORIZACION: 720704204\\nTELEFONO: 809-494-6048\\nFECHA: 29/04/2025  HORA: 14:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   3,530.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,025.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     781.95\\n-------------------------------------------\\nSUBTOTAL RD$        7,336.95\\nIMPUESTO ITBIS RD$       1,320.65\\nTOTAL RD$           8,657.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6529514\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131607608"],"invoice_ids":["inv_2f24920edc75e8a2ca61"],"observation_id":"obs_211baf944d9354bfba94","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":11.14,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.022,"brightness_factor":1.004,"blur_sigma":0.066,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.87,"jpeg_quality":94,"documents":[{"rotation_deg":-0.248,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6608479634323313475,"difficulty":"light","split":"train"}
{"image":"images/607_007557.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02300346919\",\"ncf\":\"E449270882601\",\"fecha_comprobante\":\"20250625\",\"monto_facturado\":16773.71,\"itbis_facturado\":3019.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":19792.98,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CORPORACION ITALIANA DE COMIDA\\nRNC EMISOR: 101656532\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON ANTONIO RUIZ FEBLES\\nRNC CLIENTE: 02300346919\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449270882601\\nFACTURA NO.: 0801580\\nAUTORIZACION: 116586368\\nTELEFONO: 809-977-8220\\nFECHA: 25/06/2025  HORA: 14:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   3,647.96\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,139.75\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     986.00\\n-------------------------------------------\\nSUBTOTAL RD$       16,773.71\\nITBIS 18% RD$       3,019.27\\nTOTAL RD$          19,792.98\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 449415\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 74100596\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101656532"],"invoice_ids":["inv_e3b0265af77a74f214ee"],"observation_id":"obs_633a5e8fa2f97b615d17","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.985,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.06,"jpeg_quality":95,"documents":[{"rotation_deg":0.136,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12124041028234966135,"difficulty":"clean","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 64069798\\n\\n--- FACTURA ---\\n\\nCOLCHONERIA PEÑA\\nRNC EMISOR: 03100935406\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PORFIRIO SANTOS HERNANDEZ\\nRNC CLIENTE: 04900046659\\nFACTURA DE CREDITO FISCAL\\nNCF E328180908861\\nFACTURA NO.: 9812922\\nAUTORIZACION: 926823240\\nTELEFONO: 809-901-7687\\nFECHA: 18/05/2025  HORA: 15:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,635.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,667.99\\n-------------------------------------------\\nSUBTOTAL RD$       15,302.99\\nITBIS 18% RD$       2,754.54\\nTOTAL RD$          18,057.53\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 3859992\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 57076461\\nCPA\\n\\n--- FACTURA ---\\n\\nASOCIACION CIBAO DE AHORROS Y PRESTAMOS\\nRNC EMISOR: 402001864\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEXANDER ENCARNACION MORILLO\\nRNC CLIENTE: 00112863550\\nFACTURA DE CREDITO FISCAL\\nNCF B0132863453\\nFACTURA NO.: 8972166\\nAUTORIZACION: 296301034\\nTELEFONO: 809-785-4807\\nFECHA: 28/11/2024  HORA: 20:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,798.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,015.80\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,592.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,800.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,606.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,811.80\\nITBIS RD$       2,486.12\\nTOTAL RD$          16,297.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2943952\\nGRACIAS POR SU COMPRA\"}","template_ids":[3,0,5],"business_categories":["construccion_ferreteria","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130993602","03100935406","402001864"],"invoice_ids":["inv_828618eb82de03d47e71","inv_47a1ff4da2a997673292","inv_f01ec5410ecd2f2e58eb"],"observation_id":"obs_8f5a6264a0d18cc946b9","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.827,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.915,"brightness_factor":0.912,"blur_sigma":0.284,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":42.2,"jpeg_quality":84,"documents":[{"rotation_deg":2.648,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.562,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-2.396,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CPA"},{"kind":"none","text":""}]},"num_invoices":3,"seed":8103424079095417578,"difficulty":"hard","split":"train"}
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{"image":"images/607_007577.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05601711996\",\"ncf\":\"E458999309771\",\"fecha_comprobante\":\"20250623\",\"monto_facturado\":30598.98,\"itbis_facturado\":5507.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":36106.80},{\"rnc\":\"09600047014\",\"ncf\":\"E325836094648\",\"fecha_comprobante\":\"20241020\",\"monto_facturado\":19140.92,\"itbis_facturado\":3445.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":22586.29,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VINCENT SHEPPARD AMERICAS\\nRNC EMISOR: 130233578\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS ALFREDO HIDALGO RAMOS\\nRNC CLIENTE: 05601711996\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458999309771\\nFACTURA NO.: 4470590\\nAUTORIZACION: 270618724\\nTELEFONO: 809-942-4406\\nFECHA: 23/06/2025  HORA: 16:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          3,523.98\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,103.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA           788.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         9,644.00\\n    2  UNIDAD    EQUIPO ELECTRICO            15,540.00\\n----------------------------------------------\\nSUB-TOTAL RD$       30,598.98\\nITBIS 18% RD$       5,507.82\\nTOTAL RD$          36,106.80\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 1622289\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 93610990\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCABRAS SHIPPING CO LTD\\nRNC EMISOR: 101050195\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA CEFERINA                 MOREL JO\\nRNC CLIENTE: 09600047014\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325836094648\\nFACTURA NO.: 0253300\\nAUTORIZACION: 602751826\\nTELEFONO: 809-541-7393\\nFECHA: 20/10/2024  HORA: 10:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        16,409.97\\n    1  UNIDAD    MATERIAL DE OFICINA            930.95\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,800.00\\n----------------------------------------------\\nSUB-TOTAL RD$       19,140.92\\nITBIS RD$       3,445.37\\nTOTAL RD$          22,586.29\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3849957\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 77014903\\nRESUMEN\"}","template_ids":[4,12],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130233578","101050195"],"invoice_ids":["inv_dd87122c651bf1d815de","inv_01dac42b5b473c4fd3bb"],"observation_id":"obs_96de5c35c17fb24e6151","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.719,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.839,"brightness_factor":1.088,"blur_sigma":0.608,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.07,"jpeg_quality":76,"documents":[{"rotation_deg":0.79,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.745,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":350751250622086530,"difficulty":"hard","split":"train"}
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{"image":"images/606_007600.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131995799\",\"ncf\":\"E448662267063\",\"fecha_comprobante\":\"20250801\",\"monto_facturado_servicios\":203500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36630.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"AD HONOREM CAPITAL LIMITED\\nAD HONOREM CAPITAL LIMITED\\nRNC EMISOR: 131995799\\nCLIENTE: BEATRIZ COSTE GATON\\nRNC CLIENTE: 00118931823\\nFACTURA DE CREDITO FISCAL\\nNCF: E448662267063\\nFACTURA NO.: 4353051\\nAUTORIZACION: 473867145\\nTELEFONO: 809-385-5400\\nFECHA: 01/08/2025  HORA: 08:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 119,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  65,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  19,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      203,500.00\\nITBIS RD$      36,630.00\\nTOTAL RD$         240,130.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1736847\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 29850111\\nVERIFICADO\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131995799"],"invoice_ids":["inv_9d455ebb91b59ebf6fdb"],"observation_id":"obs_06da14a3a7ba23c3e0e8","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.87,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.781,"brightness_factor":1.021,"blur_sigma":0.472,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":78,"documents":[{"rotation_deg":-1.392,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2407003559108876316,"difficulty":"hard","split":"train"}
{"image":"images/607_007601.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131498002\",\"ncf\":\"E453596910629\",\"fecha_comprobante\":\"20250206\",\"monto_facturado\":34931.99,\"itbis_facturado\":6254.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":25.40,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":41212.30,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERNADEROS BUENAVISTA\\nRNC EMISOR: 130821828\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IBEROMASTER PUNTA CANA SRL\\nRNC CLIENTE: 131498002\\nFACTURA DE CREDITO FISCAL\\nNCF E453596910629\\nFACTURA NO.: 6983123\\nAUTORIZACION: 903786322\\nTELEFONO: 809-358-6293\\nFECHA: 06/02/2025  HORA: 20:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PLATANO BARAHONERO             182.50\\n    1  SERVICIO  SERVICIO DE COSECHA         22,437.99\\n    4  UNIDAD    FERTILIZANTE AGRICOLA        7,636.00\\n    3  UNIDAD    SEMILLAS CERTIFICADAS        4,675.50\\n----------------------------------------------\\nSUBTOTAL RD$       34,931.99\\nIMPUESTO ITBIS RD$       6,254.91\\nOTROS IMPUESTOS RD$      25.40\\nTOTAL RD$          41,212.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7346381\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 64151091\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["130821828"],"invoice_ids":["inv_6428e3cdd5e5cb83f73f"],"observation_id":"obs_aae3d1d0d825f8af5f3e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.011,"brightness_factor":0.995,"blur_sigma":0.219,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.82,"jpeg_quality":92,"documents":[{"rotation_deg":-0.276,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14714737571493656709,"difficulty":"light","split":"train"}
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{"image":"images/607_007605.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00115526261\",\"ncf\":\"B1466454883\",\"fecha_comprobante\":\"20240404\",\"monto_facturado\":3788.47,\"itbis_facturado\":681.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4470.39,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130759448\",\"ncf\":\"E454573044108\",\"fecha_comprobante\":\"20240612\",\"monto_facturado\":7451.98,\"itbis_facturado\":1341.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6138.10,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2655.24,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CASA DE FESTEJOS MARIELIS\\nRNC EMISOR: 04701319453\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL AUGUSTO CRUZ ENCARNACION\\nRNC CLIENTE: 00115526261\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1466454883\\nFACTURA NO.: 7729010\\nAUTORIZACION: 405662833\\nTELEFONO: 809-536-8021\\nFECHA: 04/04/2024  HORA: 14:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REFRESCO\\n                                     317.97\\n    1  UNIDAD    POSTRE DE LA CASA\\n                                     338.50\\n    2  UNIDAD    PIZZA MEDIANA\\n                                   2,450.00\\n    4  UNIDAD    JUGO NATURAL\\n                                     682.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,788.47\\nIMPUESTO ITBIS RD$         681.92\\nTOTAL RD$           4,470.39\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 756693\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 52515914\\n\\n--- FACTURA ---\\n\\nR & T CONSTRUCCIONES E INVERSIONES\\nRNC EMISOR: 130389802\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RIJO IMPORTS SRL\\nRNC CLIENTE: 130759448\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454573044108\\nFACTURA NO.: 4355915\\nAUTORIZACION: 617737394\\nTELEFONO: 809-871-3699\\nFECHA: 12/06/2024  HORA: 16:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  QUINTAL   VARILLA CORRUGADA 3/8        7,451.98\\n----------------------------------------------\\nSUB-TOTAL RD$        7,451.98\\nITBIS RD$       1,341.36\\nTOTAL RD$           8,793.34\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8106074\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nProcesado\"}","template_ids":[5,11],"business_categories":["restaurante","construccion_ferreteria"],"catalog_sources":[["curated"],["proconsumidor_ferreteria_2025"]],"issuer_rncs":["04701319453","130389802"],"invoice_ids":["inv_05600da44a3129dcf09b","inv_5f2079021a35e525ee3a"],"observation_id":"obs_b8ee5a0e2dce07597771","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.29,"augmentation_metadata":{"downscale_factor":0.672,"red_scale":0.94,"blue_scale":1.06,"contrast_factor":1.092,"brightness_factor":1.071,"blur_sigma":1.119,"crop_applied":false,"camera_distance_factors":[0.993,0.89],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":65.51,"jpeg_quality":80,"documents":[{"rotation_deg":-4.418,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.91,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11619617721084053241,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_007607.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132422041\",\"ncf\":\"E313608466850\",\"fecha_comprobante\":\"20240410\",\"monto_facturado\":39196.94,\"itbis_facturado\":7055.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":16.87,\"monto_propina_legal\":0.00,\"efectivo\":19419.35,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26849.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IRIS LEIDY PANIAGUA ENCARNACION\\nRNC EMISOR: 40222379659\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JENOMI SRL\\nRNC CLIENTE: 132422041\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313608466850\\nFACTURA NO.: 1283534\\nAUTORIZACION: 357256002\\nTELEFONO: 809-715-1126\\nFECHA: 10/04/2024  HORA: 13:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         6,388.99\\n    1  SERVICIO  GESTION LOGISTICA           25,723.95\\n    2  VIAJE     SERVICIO DE MENSAJERIA       1,144.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,023.00\\n    2  VIAJE     SERVICIO DE TRANSPORTE       4,917.00\\n----------------------------------------------\\nSUB-TOTAL RD$       39,196.94\\nIMPUESTO ITBIS RD$       7,055.45\\nOTROS IMPUESTOS RD$      16.87\\nTOTAL RD$          46,269.26\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7633785\\nGRACIAS POR SU COMPRA\\nILP\"}","template_ids":[13],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["40222379659"],"invoice_ids":["inv_9e67416ff0dd2185dfc3"],"observation_id":"obs_fbc2c102ba9611ba382e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.97,"augmentation_metadata":{"downscale_factor":0.78,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":1.018,"brightness_factor":0.899,"blur_sigma":0.715,"crop_applied":false,"camera_distance_factors":[0.906],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.34,"jpeg_quality":87,"documents":[{"rotation_deg":-0.94,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ILP"}]},"num_invoices":1,"seed":9662361322154557904,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 70579132\\n\\n--- FACTURA ---\\n\\nFARMACIA CONTRY\\nCARMEN ALFONSINA TEJEDA RODRIGUEZ\\nRNC: 130630623\\nCLIENTE: ROSA ARIAS VALDEZ\\nRNC CLIENTE: 10400180740\\nFACTURA DE CREDITO FISCAL\\nNCF: E324695209855\\nFACTURA NO.: 3986132\\nAUTORIZACION: 617231887\\nTELEFONO: 809-391-7675\\nFECHA: 24/03/2024  HORA: 11:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO            15,838.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,773.00\\n    4  UNIDAD    MATERIAL DE OFICINA          7,796.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,319.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,726.00\\nIMPUESTO ITBIS RD$       4,810.68\\nTOTAL RD$          31,536.68\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2459294\\nGRACIAS POR SU COMPRA\"}","template_ids":[12,2,13],"business_categories":["inmobiliario","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03100786312","101756713","130630623"],"invoice_ids":["inv_ae00a657fbcf68a079aa","inv_4f487878540336f14953","inv_f31b3c2e83c3d128b84b"],"observation_id":"obs_56f1268ae48fc55a0d45","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.631,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.798,"brightness_factor":1.012,"blur_sigma":0.598,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.46,"jpeg_quality":72,"documents":[{"rotation_deg":-0.108,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.9,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.864,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3205676965616468987,"difficulty":"hard","split":"train"}
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{"image":"images/607_007619.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132139382\",\"ncf\":\"E452976404258\",\"fecha_comprobante\":\"20250301\",\"monto_facturado\":8999.50,\"itbis_facturado\":1619.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":10619.41,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SERIMPGE\\nRNC EMISOR: 101858745\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SURPRO GROUP SRL\\nRNC CLIENTE: 132139382\\nFACTURA DE CREDITO FISCAL\\nNCF: E452976404258\\nFACTURA NO.: 9077002\\nAUTORIZACION: 563430180\\nTELEFONO: 809-388-3507\\nFECHA: 01/03/2025  HORA: 17:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   8,999.50\\n-------------------------------------------\\nSUBTOTAL RD$        8,999.50\\nITBIS 18% RD$       1,619.91\\nTOTAL RD$          10,619.41\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9686160\\nGRACIAS POR SU COMPRA\\nS\\nRevisado\"}","template_ids":[1],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["101858745"],"invoice_ids":["inv_782fe1701fad49568f04"],"observation_id":"obs_77b1f7f25d402cfd5d70","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":10.22,"augmentation_metadata":{"downscale_factor":0.764,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.908,"brightness_factor":0.856,"blur_sigma":0.487,"crop_applied":false,"camera_distance_factors":[0.943],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.07,"jpeg_quality":75,"documents":[{"rotation_deg":-0.908,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"S"}]},"num_invoices":1,"seed":11689558245309719764,"difficulty":"medium","split":"test"}
{"image":"images/606_007620.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101855942\",\"ncf\":\"B0158769019\",\"fecha_comprobante\":\"20240119\",\"monto_facturado_servicios\":120276.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21649.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"430203513\",\"ncf\":\"E442722826418\",\"fecha_comprobante\":\"20240628\",\"monto_facturado_servicios\":1028736.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":185172.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"M & D S A\\nM & D S A\\nRNC: 101855942\\nCLIENTE: NORMA ANTONIA MILAGROS AMARANTE ACOSTA\\nRNC CLIENTE: 00101512614\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0158769019\\nFACTURA NO.: 3324084\\nAUTORIZACION: 57802826\\nTELEFONO: 809-436-1431\\nFECHA: 19/01/2024  HORA: 14:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   14,918.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       33,552.00\\n    2  MES       ALQUILER DE LOCAL           41,612.00\\n    2  SERVICIO  ADMINISTRACION DE INMUEBLE   30,194.00\\n----------------------------------------------\\nSUBTOTAL RD$      120,276.00\\nITBIS RD$      21,649.68\\nTOTAL RD$         141,925.68\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6308358\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 57050597\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCONDOMINIO 77 SIGNATURE\\nCONDOMINIO 77 SIGNATURE\\nRNC: 430203513\\nCLIENTE: GALVEZ & ASOCIADOS INTERNATIONAL\\nRNC CLIENTE: 122022708\\nFACTURA DE CREDITO FISCAL\\nNCF E442722826418\\nFACTURA NO.: 9181264\\nAUTORIZACION: 936633685\\nTELEFONO: 809-373-3907\\nFECHA: 28/06/2024  HORA: 12:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  MES       ALQUILER DE LOCAL          761,910.00\\n    1  SERVICIO  COMISION INMOBILIARIA      241,196.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       12,150.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   13,480.00\\n----------------------------------------------\\nSUBTOTAL RD$    1,028,736.00\\nIMPUESTO ITBIS RD$     185,172.48\\nTOTAL RD$       1,213,908.48\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2007504\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 24916484\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[4,12],"business_categories":["inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101855942","430203513"],"invoice_ids":["inv_c97b0c84a2609b2cda83","inv_1748c3a0d8159900c4b9"],"observation_id":"obs_1b81839567540c503444","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.05,"augmentation_metadata":{"downscale_factor":0.947,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.977,"brightness_factor":1.021,"blur_sigma":0.124,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":25.08,"jpeg_quality":94,"documents":[{"rotation_deg":-0.014,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.496,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":694982195472366741,"difficulty":"medium","split":"train"}
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SELECTIVO RD$   2,792.05\\nTOTAL RD$          35,738.24\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 270851\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 35767669\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJAIME DAVID CHALAS CIPRIAN\\nRNC EMISOR: 01000956670\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANKLYN ROBERTO NUÑEZ MIESES MIESES\\nRNC CLIENTE: 02600139816\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321178152313\\nFACTURA NO.: 6208604\\nAUTORIZACION: 650621620\\nTELEFONO: 809-341-9302\\nFECHA: 02/06/2025  HORA: 18:20\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,222.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 12,140.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 18,002.50\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  4,487.96\\n----------------------------------------------------------\\nSUBTOTAL RD$       35,852.46\\nITBIS 18% RD$       6,453.44\\nTOTAL RD$          42,305.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7658465\\nGRACIAS POR SU COMPRA\"}","template_ids":[2,4,5,9],"business_categories":["comercio_general","profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["133534517","430297471","132810813","01000956670"],"invoice_ids":["inv_a299ec198800590692e2","inv_18d1b54c31cfa00704e5","inv_cb4775e5d61a284fec59","inv_0bece87805a93786c14b"],"observation_id":"obs_6bc9c84c9ed472e94e18","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.65,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":0.832,"brightness_factor":0.843,"blur_sigma":0.493,"crop_applied":false,"camera_distance_factors":[0.929,0.937,0.926,0.976],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":28.29,"jpeg_quality":76,"documents":[{"rotation_deg":2.134,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.694,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.341,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-4.195,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"PTP"},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":17073744279038876553,"difficulty":"very_hard","split":"validation"}
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{"image":"images/607_007631.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05601598005\",\"ncf\":\"E443301316677\",\"fecha_comprobante\":\"20250202\",\"monto_facturado\":30455.99,\"itbis_facturado\":5482.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":35938.07,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NATIVIDAD CERDA SUAREZ\\nRNC EMISOR: 00101551927\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL ANTONIO TAVERAS PANTALEON\\nRNC CLIENTE: 05601598005\\nFACTURA DE CREDITO FISCAL\\nNCF E443301316677\\nFACTURA NO.: 7683457\\nAUTORIZACION: 20117951\\nTELEFONO: 809-724-5444\\nFECHA: 02/02/2025  HORA: 08:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,145.99\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  24,310.00\\n-------------------------------------------\\nSUBTOTAL RD$       30,455.99\\nIMPUESTO ITBIS RD$       5,482.08\\nTOTAL RD$          35,938.07\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7383332\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 41658292\\nNCS\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00101551927"],"invoice_ids":["inv_63808f2a49d219e56b10"],"observation_id":"obs_cea3b33b3711e6c9f891","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.07,"augmentation_metadata":{"downscale_factor":0.737,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.748,"brightness_factor":1.04,"blur_sigma":0.524,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.66,"jpeg_quality":88,"documents":[{"rotation_deg":0.672,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"NCS"}]},"num_invoices":1,"seed":17776141236635040717,"difficulty":"medium","split":"train"}
{"image":"images/606_007632.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130424004\",\"ncf\":\"B0278657697\",\"fecha_comprobante\":\"20240418\",\"monto_facturado_servicios\":290000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":52200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"BANCASEG TECNOLOGIAS\\nBANCASEG TECNOLOGIAS S A\\nRNC EMISOR: 130424004\\nCLIENTE: YARA LUISA ZACARIAS ORTIZ\\nRNC CLIENTE: 00118873835\\nFACTURA DE CREDITO FISCAL\\nNCF: B0278657697\\nFACTURA NO.: 5773273\\nAUTORIZACION: 174754703\\nTELEFONO: 809-374-5300\\nFECHA: 18/04/2024  HORA: 20:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    61,000.00\\n    1  SERVICIO  ASESORIA TECNICA            33,000.00\\n    1  CASO      REPRESENTACION LEGAL        57,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      118,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      290,000.00\\nITBIS RD$      52,200.00\\nTOTAL RD$         342,200.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5080924\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 56738809\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130424004"],"invoice_ids":["inv_63e9bf3e42b3e4f44fa0"],"observation_id":"obs_711ca67d1cb3d0bb4e33","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":6.32,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":1.038,"brightness_factor":0.937,"blur_sigma":0.072,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":73.47,"jpeg_quality":88,"documents":[{"rotation_deg":-1.773,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5125773862601078963,"difficulty":"hard","split":"train"}
{"image":"images/607_007633.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131922279\",\"ncf\":\"E329595949040\",\"fecha_comprobante\":\"20250412\",\"monto_facturado\":18908.05,\"itbis_facturado\":3403.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":22311.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGRO ECO C POR A\\nRNC EMISOR: 102613232\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSPORTE CEBAPE TOURS SRL\\nRNC CLIENTE: 131922279\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329595949040\\nFACTURA NO.: 4460251\\nAUTORIZACION: 278887244\\nTELEFONO: 809-838-7947\\nFECHA: 12/04/2025  HORA: 16:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BOMBILLO LED 9 W               105.50\\n    1  SERVICIO  INSTALACION ELECTRICA        7,500.00\\n    9  UNIDAD    INTERRUPTOR SENCILLO         1,205.55\\n    7  UNIDAD    TOMA CORRIENTE DOBLE         1,494.50\\n  111  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS    8,602.50\\n----------------------------------------------\\nSUB-TOTAL RD$       18,908.05\\nITBIS RD$       3,403.45\\nTOTAL RD$          22,311.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1121783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 89342458\\nCOPIA\"}","template_ids":[13],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["102613232"],"invoice_ids":["inv_98c5171cf45af0b51763"],"observation_id":"obs_0376168414315e822f0c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.985,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.966,"brightness_factor":1.025,"blur_sigma":0.224,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":92,"documents":[{"rotation_deg":-0.499,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6820486674092825424,"difficulty":"light","split":"train"}
{"image":"images/606_007634.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130343225\",\"ncf\":\"B1574160217\",\"fecha_comprobante\":\"20240105\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1248.00,\"itbis_facturado\":224.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"INVERSIONES ALFAFAR\\nINVERSIONES ALFAFAR SRL\\nRNC 130343225\\nCLIENTE: CONSEJO MEDIO AMBIENTE Y\\nDESARROLLO COM\\nRNC CLIENTE: 430216488\\nFACTURA DE CREDITO FISCAL\\nNCF: B1574160217\\nFACTURA NO.: 6033193\\nAUTORIZACION: 578517171\\nTELEFONO: 809-406-8241\\nFECHA: 05/01/2024  HORA: 12:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,248.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,248.00\\nITBIS RD$         224.64\\nTOTAL RD$           1,472.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3757029\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 85949504\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nIA\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130343225"],"invoice_ids":["inv_dd58b5a46726ae8390b7"],"observation_id":"obs_bcf58fcc983467d9b758","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.03,"augmentation_metadata":{"downscale_factor":0.868,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":1.091,"brightness_factor":1.034,"blur_sigma":0.31,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":87.97,"jpeg_quality":89,"documents":[{"rotation_deg":0.658,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IA"}]},"num_invoices":1,"seed":14936484143177822059,"difficulty":"light","split":"train"}
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{"image":"images/606_007638.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430317055\",\"ncf\":\"B1407721870\",\"fecha_comprobante\":\"20240713\",\"monto_facturado_servicios\":313.50,\"monto_facturado_bienes\":7617.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"131409156\",\"ncf\":\"E321589335648\",\"fecha_comprobante\":\"20241206\",\"monto_facturado_servicios\":109445.00,\"monto_facturado_bienes\":139484.98,\"itbis_facturado\":44807.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":58.93,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"22400302950\",\"ncf\":\"E325305177101\",\"fecha_comprobante\":\"20250125\",\"monto_facturado_servicios\":99820.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17967.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"COOPALBORADA\\nCOOPERATIVA DE AHORRO CREDITO Y SERVICIOS\\nMULTIP\\nRNC EMISOR: 430317055\\nCLIENTE: JUAN OBALDO CAMACHO GUZMAN\\nRNC CLIENTE: 05400387428\\nFACTURA DE CREDITO FISCAL\\nNCF B1407721870\\nFACTURA NO.: 3635266\\nAUTORIZACION: 822409172\\nTELEFONO: 809-863-2108\\nFECHA: 13/07/2024  HORA: 13:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,584.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     313.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,275.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,758.00\\n-------------------------------------------\\nSUB-TOTAL RD$        7,930.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$           7,930.50\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 3712757\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 42993320\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nC\\n\\n--- FACTURA ---\\n\\nXSITIC\\nXSITIC SRL\\nRNC: 131409156\\nCLIENTE: EMERIDO MANZUETA SEVERINO\\nRNC CLIENTE: 00500402466\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321589335648\\nFACTURA NO.: 6204507\\nAUTORIZACION: 902096581\\nTELEFONO: 809-611-5480\\nFECHA: 06/12/2024  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    COMPUTADORA PORTATIL       130,073.98\\n    3  UNIDAD    TONER PARA IMPRESORA         9,411.00\\n    5  LICENCIA  LICENCIA DE SOFTWARE       109,445.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      248,929.98\\nITBIS 18% RD$      44,807.40\\nOTROS IMPUESTOS RD$      58.93\\nTOTAL RD$         293,796.31\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 8775651\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 91438727\\nCANT. UND. DESCRIPCION IMPORTE\\nVerificado\\n\\n--- FACTURA ---\\n\\nJORGE LUIS MEJIA ADAMES\\nJORGE LUIS MEJIA ADAMES\\nRNC: 22400302950\\nCLIENTE: LUISFERNAN PRODUCTS SRL\\nRNC CLIENTE: 132055063\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325305177101\\nFACTURA NO.: 3773963\\nAUTORIZACION: 195516779\\nTELEFONO: 809-567-9714\\nFECHA: 25/01/2025  HORA: 18:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      10,000.00\\n   28  PAGINA    TRADUCCION DE DOCUMENTOS    26,320.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       46,000.00\\n    1  MES       SUPERVISION DE OBRA         17,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       99,820.00\\nITBIS RD$      17,967.60\\nTOTAL RD$         117,787.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7433118\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nProcesado\"}","template_ids":[0,7,4],"business_categories":["comercio_general","tecnologia","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430317055","131409156","22400302950"],"invoice_ids":["inv_b7398ec86395d0f9eb69","inv_6c4acb9439c1bee69208","inv_51cb1a93f7b37c551208"],"observation_id":"obs_e35f92a739f400cd7d54","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":3.96,"augmentation_metadata":{"downscale_factor":0.902,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":1.039,"brightness_factor":0.97,"blur_sigma":0.173,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":51.77,"jpeg_quality":79,"documents":[{"rotation_deg":-2.671,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.63,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.497,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"C"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":4493982201474646891,"difficulty":"hard","split":"train"}
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{"image":"images/606_007646.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00102817236\",\"ncf\":\"E442309286414\",\"fecha_comprobante\":\"20251214\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10729.00,\"itbis_facturado\":1931.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"101540087\",\"ncf\":\"E320095323398\",\"fecha_comprobante\":\"20250421\",\"monto_facturado_servicios\":6806.00,\"monto_facturado_bienes\":22970.50,\"itbis_facturado\":5359.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131285635\",\"ncf\":\"E326839053023\",\"fecha_comprobante\":\"20241123\",\"monto_facturado_servicios\":1112.00,\"monto_facturado_bienes\":802.00,\"itbis_facturado\":344.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MARIA LUISA REYNOSO\\nMARIA LUISA REYNOSO\\nRNC EMISOR: 00102817236\\nCLIENTE: JUAN PABLO THEN KINGSLEY\\nRNC CLIENTE: 00113783658\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442309286414\\nFACTURA NO.: 5296172\\nAUTORIZACION: 936205279\\nTELEFONO: 809-526-4646\\nFECHA: 14/12/2025  HORA: 20:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,424.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,000.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,150.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,201.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,954.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,729.00\\nITBIS RD$       1,931.22\\nTOTAL RD$          12,660.22\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8759117\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 98318641\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMLR\\n\\n--- FACTURA ---\\n\\nEMPREFINZA S A\\nEMPREFINZA S A\\nRNC EMISOR: 101540087\\nCLIENTE: PRODUCCIONES AYVY SRL\\nRNC CLIENTE: 130937291\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320095323398\\nFACTURA NO.: 4916937\\nAUTORIZACION: 480104734\\nTELEFONO: 809-856-4824\\nFECHA: 21/04/2025  HORA: 13:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,950.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   7,864.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,659.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,497.50\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   6,806.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,776.50\\nITBIS 18% RD$       5,359.77\\nTOTAL RD$          35,136.27\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2578665\\nGRACIAS POR SU COMPRA\\nESA\\n\\n--- FACTURA ---\\n\\n21PALMS\\n21PALMS SRL\\nRNC EMISOR: 131285635\\nCLIENTE: LANOS ENTERPRISES GROUP LTD\\nRNC CLIENTE: 130706816\\nFACTURA DE CREDITO FISCAL\\nNCF: E326839053023\\nFACTURA NO.: 1268153\\nAUTORIZACION: 935774243\\nTELEFONO: 809-388-1654\\nFECHA: 23/11/2024  HORA: 13:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,112.00\\n    4  UNIDAD    MATERIAL DE OFICINA            802.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,914.00\\nITBIS 18% RD$         344.52\\nTOTAL RD$           2,258.52\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 542703\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[5,5,10],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00102817236","101540087","131285635"],"invoice_ids":["inv_e2d09c4c9503bfbf77ae","inv_f664198a985ca6a1125a","inv_73ddde57ab35815de844"],"observation_id":"obs_711468d1d157df9a6cb1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":3.96,"augmentation_metadata":{"downscale_factor":0.98,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.991,"brightness_factor":0.999,"blur_sigma":0.116,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":28.17,"jpeg_quality":96,"documents":[{"rotation_deg":-0.519,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.237,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.56,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MLR"},{"kind":"initials","text":"ESA"},{"kind":"none","text":""}]},"num_invoices":3,"seed":7582274524162269154,"difficulty":"hard","split":"train"}
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{"image":"images/606_007648.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40220123182\",\"ncf\":\"B0135484731\",\"fecha_comprobante\":\"20250224\",\"monto_facturado_servicios\":79500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"ROBERKIS LAGO VIDAL\\nROBERKIS LAGO VIDAL\\nRNC 40220123182\\nCLIENTE: ROY ENRIQUE VALDEZ MARTINEZ\\nRNC CLIENTE: 00118909860\\nFACTURA DE CREDITO FISCAL\\nNCF: B0135484731\\nFACTURA NO.: 0076443\\nAUTORIZACION: 952570482\\nTELEFONO: 809-337-5587\\nFECHA: 24/02/2025  HORA: 17:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  16,500.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  63,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       79,500.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          79,500.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 2987041\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 62586360\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40220123182"],"invoice_ids":["inv_7abc38cd670dff6c3908"],"observation_id":"obs_6c33690a0534d40c8ebc","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.53,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.652,"brightness_factor":1.032,"blur_sigma":0.519,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.6,"jpeg_quality":80,"documents":[{"rotation_deg":-0.554,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17818755736814969055,"difficulty":"hard","split":"train"}
{"image":"images/607_007649.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130824835\",\"ncf\":\"E447591820741\",\"fecha_comprobante\":\"20240324\",\"monto_facturado\":130079.95,\"itbis_facturado\":23414.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":153494.34,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CAMBERN DOMINICANA S A\\nRNC EMISOR: 111127191\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JG STAMPS FACTORY EIRL\\nRNC CLIENTE: 130824835\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447591820741\\nFACTURA NO.: 5066802\\nAUTORIZACION: 432405240\\nTELEFONO: 809-469-4777\\nFECHA: 24/03/2024  HORA: 16:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  LICENCIA  LICENCIA DE SOFTWARE\\n                                  55,606.00\\n    1  UNIDAD    CABLE DE RED CAT6\\n                                   1,163.95\\n    5  UNIDAD    MONITOR LED 24 PULGADAS\\n                                  73,310.00\\n-------------------------------------------\\nSUBTOTAL RD$      130,079.95\\nIMPUESTO ITBIS RD$      23,414.39\\nTOTAL RD$         153,494.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1639382\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 42861140\"}","template_ids":[1],"business_categories":["tecnologia"],"catalog_sources":[["curated"]],"issuer_rncs":["111127191"],"invoice_ids":["inv_38161672a03da0043dc5"],"observation_id":"obs_ddaac16e75694680a79f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.86,"augmentation_metadata":{"downscale_factor":0.724,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.637,"brightness_factor":1.059,"blur_sigma":0.391,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.98,"jpeg_quality":78,"documents":[{"rotation_deg":0.297,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9985321193719478170,"difficulty":"medium","split":"validation"}
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{"image":"images/606_007654.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133005255\",\"ncf\":\"E325636924395\",\"fecha_comprobante\":\"20240223\",\"monto_facturado_servicios\":20339.50,\"monto_facturado_bienes\":36938.00,\"itbis_facturado\":10309.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133637081\",\"ncf\":\"E457523875467\",\"fecha_comprobante\":\"20250409\",\"monto_facturado_servicios\":168071.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"BRICKS AGILE ACADEMY\\nBRICKS AGILE ACADEMY SRL\\nRNC 133005255\\nCLIENTE: FABIO EUCLIDES ORTIZ GUTIERREZ\\nRNC CLIENTE: 00107294910\\nFACTURA DE CREDITO FISCAL\\nNCF E325636924395\\nFACTURA NO.: 9895968\\nAUTORIZACION: 413426314\\nTELEFONO: 809-538-7771\\nFECHA: 23/02/2024  HORA: 14:06\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    CABLE DE RED CAT6\\n                                                  3,145.00\\n    3  UNIDAD    MONITOR LED 24 PULGADAS\\n                                                 27,513.00\\n    1  UNIDAD    TONER PARA IMPRESORA\\n                                                  6,280.00\\n    3  SERVICIO  MANTENIMIENTO DE EQUIPOS\\n                                                 11,374.50\\n    1  SERVICIO  SOPORTE TECNICO\\n                                                  8,965.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       57,277.50\\nITBIS RD$      10,309.95\\nTOTAL RD$          67,587.45\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8391642\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 35448492\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nVARARODE GROUP\\nVARARODE GROUP SRL\\nRNC: 133637081\\nCLIENTE: ASOCIACION DE ESTUDIANTES UNIVERSITARIO\\nRNC CLIENTE: 430065137\\nFACTURA DE CREDITO FISCAL\\nNCF: E457523875467\\nFACTURA NO.: 2215568\\nAUTORIZACION: 70162625\\nTELEFONO: 809-556-1958\\nFECHA: 09/04/2025  HORA: 11:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   25,270.00\\n    1  SERVICIO  TASACION DE PROPIEDAD        6,671.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    6,386.00\\n    3  MES       ALQUILER DE LOCAL           78,096.00\\n    1  SERVICIO  COMISION INMOBILIARIA       51,647.99\\n----------------------------------------------\\nSUBTOTAL RD$      168,071.49\\nITBIS RD$           0.00\\nTOTAL RD$         168,071.49\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3550336\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[9,4],"business_categories":["tecnologia","inmobiliario"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133005255","133637081"],"invoice_ids":["inv_d361290dc608f554bd31","inv_8bc58a53cf38a4f5ae3b"],"observation_id":"obs_5d26366827a08a2bd402","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.96,"augmentation_metadata":{"downscale_factor":0.649,"red_scale":0.941,"blue_scale":1.059,"contrast_factor":1.012,"brightness_factor":0.931,"blur_sigma":0.832,"crop_applied":false,"camera_distance_factors":[0.932,0.982],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":72.51,"jpeg_quality":68,"documents":[{"rotation_deg":-3.011,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.539,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16365653237372703950,"difficulty":"very_hard","split":"train"}
{"image":"images/607_007655.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430156078\",\"ncf\":\"B1436842722\",\"fecha_comprobante\":\"20250930\",\"monto_facturado\":351500.00,\"itbis_facturado\":63270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":414770.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FUNDACION BOTE\\nRNC EMISOR: 430429686\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MOVIMIENTO DE CONCIENTIZACION NACIONAL \\nRNC CLIENTE: 430156078\\nFACTURA DE CREDITO FISCAL\\nNCF: B1436842722\\nFACTURA NO.: 1957552\\nAUTORIZACION: 289984061\\nTELEFONO: 809-541-6534\\nFECHA: 30/09/2025  HORA: 19:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       108,000.00\\n    1  VISITA    INSPECCION TECNICA          17,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      103,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   31,000.00\\n    1  PROYECTO  DISENO DE PLANOS            92,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      351,500.00\\nIMPUESTO ITBIS RD$      63,270.00\\nTOTAL RD$         414,770.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9560305\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 53517785\\nDETALLE DE SERVICIOS\\nENTREGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430429686"],"invoice_ids":["inv_3071e43a75f981a30071"],"observation_id":"obs_0efc63f446e10c7d59b9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.27,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.823,"brightness_factor":0.866,"blur_sigma":0.419,"crop_applied":false,"camera_distance_factors":[0.988],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.41,"jpeg_quality":78,"documents":[{"rotation_deg":3.049,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4118721857935477440,"difficulty":"medium","split":"test"}
{"image":"images/606_007656.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22300045808\",\"ncf\":\"E450265021675\",\"fecha_comprobante\":\"20250821\",\"monto_facturado_servicios\":41030.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":7385.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"101671173\",\"ncf\":\"E454065569812\",\"fecha_comprobante\":\"20240906\",\"monto_facturado_servicios\":103000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18540.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"YEIMY ALTAGRACIA LOPEZ LUGO\\nYEIMY ALTAGRACIA LOPEZ LUGO\\nRNC: 22300045808\\nCLIENTE: FERRETERIA FRANKFELIPE SRL\\nRNC CLIENTE: 130722986\\nFACTURA DE CREDITO FISCAL\\nNCF: E450265021675\\nFACTURA NO.: 4165871\\nAUTORIZACION: 438625975\\nTELEFONO: 809-450-7999\\nFECHA: 21/08/2025  HORA: 17:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   22  PAGINA    TRADUCCION DE DOCUMENTOS    41,030.00\\n----------------------------------------------\\nSUBTOTAL RD$       41,030.00\\nITBIS RD$       7,385.40\\nTOTAL RD$          48,415.40\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 5523262\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 71267879\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nCOMERCIAL C & C S R L\\nCOMERCIAL C & C S R L\\nRNC: 101671173\\nCLIENTE: RAMON EPIFANIO ROJAS ROJAS\\nRNC CLIENTE: 00102881075\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454065569812\\nFACTURA NO.: 6751525\\nAUTORIZACION: 418444511\\nTELEFONO: 809-807-1168\\nFECHA: 06/09/2024  HORA: 19:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    62,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   41,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      103,000.00\\nIMPUESTO ITBIS RD$      18,540.00\\nTOTAL RD$         121,540.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1365129\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 91920209\\nDETALLE DE SERVICIOS\"}","template_ids":[7,4],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22300045808","101671173"],"invoice_ids":["inv_d976d651d143d8fa0693","inv_198d2971799a135b9575"],"observation_id":"obs_0fad1514aa36e645a861","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":4.13,"augmentation_metadata":{"downscale_factor":0.706,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.989,"brightness_factor":0.977,"blur_sigma":0.217,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":43.53,"jpeg_quality":86,"documents":[{"rotation_deg":-1.542,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.976,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4873460031191533729,"difficulty":"hard","split":"train"}
{"image":"images/607_007657.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04700552971\",\"ncf\":\"E325728696137\",\"fecha_comprobante\":\"20250813\",\"monto_facturado\":41019.99,\"itbis_facturado\":7383.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":48403.59,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NELSON RUBEN SOTO MELO\\nRNC EMISOR: 00109713032\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCISCO JAVIER FERNANDEZ ALMONTE\\nRNC CLIENTE: 04700552971\\nFACTURA DE CREDITO FISCAL\\nNCF E325728696137\\nFACTURA NO.: 6762665\\nAUTORIZACION: 694144596\\nTELEFONO: 809-823-3919\\nFECHA: 13/08/2025  HORA: 20:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   5,139.00\\n    5  UNIDAD    TARJETAS DE PRESENTACION\\n                                  15,125.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                  17,061.00\\n    1  UNIDAD    BANNER PUBLICITARIO\\n                                   3,694.99\\n-------------------------------------------\\nSUB-TOTAL RD$       41,019.99\\nIMPUESTO ITBIS RD$       7,383.60\\nTOTAL RD$          48,403.59\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6086282\\nGRACIAS POR SU COMPRA\\nNRS\"}","template_ids":[1],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["00109713032"],"invoice_ids":["inv_2eb586f5cea3d363fe8c"],"observation_id":"obs_f2f432b8570f4f789005","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":10.15,"augmentation_metadata":{"downscale_factor":0.841,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.988,"brightness_factor":0.946,"blur_sigma":0.137,"crop_applied":false,"camera_distance_factors":[0.961],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.1,"jpeg_quality":96,"documents":[{"rotation_deg":-1.064,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"NRS"}]},"num_invoices":1,"seed":5585414801393101157,"difficulty":"light","split":"train"}
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{"image":"images/607_007659.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00114813801\",\"ncf\":\"E311051102591\",\"fecha_comprobante\":\"20251011\",\"monto_facturado\":141465.95,\"itbis_facturado\":25463.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":110085.93,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":56843.89,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00105236525\",\"ncf\":\"B1531753906\",\"fecha_comprobante\":\"20241213\",\"monto_facturado\":121000.00,\"itbis_facturado\":21780.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":142780.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02800145340\",\"ncf\":\"E310057354464\",\"fecha_comprobante\":\"20241227\",\"monto_facturado\":90000.00,\"itbis_facturado\":16200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":106200.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PCATLANDS\\nRNC EMISOR: 133306999\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HELDAN AMATISTA REMIGIO DE NUÑEZ\\nRNC CLIENTE: 00114813801\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311051102591\\nFACTURA NO.: 2309966\\nAUTORIZACION: 65630637\\nTELEFONO: 809-347-1543\\nFECHA: 11/10/2025  HORA: 18:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  39,394.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  13,054.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  89,017.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$      141,465.95\\nITBIS RD$      25,463.87\\nTOTAL RD$         166,929.82\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9155756\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCREDITOS Y PRESTAMOS CREDIGRAND\\nRNC EMISOR: 130984948\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEJANDRO APOLINAR CAPARROSA\\nVINICIO\\nRNC CLIENTE: 00105236525\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1531753906\\nFACTURA NO.: 3721883\\nAUTORIZACION: 436821168\\nTELEFONO: 809-268-2485\\nFECHA: 13/12/2024  HORA: 18:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   5,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  56,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  29,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  17,500.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  13,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      121,000.00\\nIMPUESTO ITBIS RD$      21,780.00\\nTOTAL RD$         142,780.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6633376\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCENTRO MEDICO CORCINO VENTURA\\nRNC EMISOR: 130434247\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NAZARIO CABRERA DE LA CRUZ\\nRNC CLIENTE: 02800145340\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310057354464\\nFACTURA NO.: 2281304\\nAUTORIZACION: 966611407\\nTELEFONO: 809-687-4378\\nFECHA: 27/12/2024  HORA: 16:29\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 30,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                 40,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS\\n                                                 20,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       90,000.00\\nITBIS 18% RD$      16,200.00\\nTOTAL RD$         106,200.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 702157\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 34552983\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\nEntregado\"}","template_ids":[0,1,9],"business_categories":["inmobiliario","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133306999","130984948","130434247"],"invoice_ids":["inv_42a33f0358d6592f37fa","inv_c935c22e6d5389273050","inv_f889ec5830fbd69617dc"],"observation_id":"obs_b708bb80b87bbd44e411","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":4.49,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":0.956,"blue_scale":1.044,"contrast_factor":0.943,"brightness_factor":0.993,"blur_sigma":0.16,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.03,"jpeg_quality":94,"documents":[{"rotation_deg":-0.235,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.68,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.665,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":18216226386603325335,"difficulty":"hard","split":"validation"}
{"image":"images/606_007660.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133703548\",\"ncf\":\"B1537955891\",\"fecha_comprobante\":\"20240528\",\"monto_facturado_servicios\":50000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9000.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"WATER PRO\\nWATER PRO SRL\\nRNC 133703548\\nCLIENTE: HIPERGLOBAL DOMINICANA SRL\\nRNC CLIENTE: 132742877\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1537955891\\nFACTURA NO.: 6434438\\nAUTORIZACION: 208684888\\nTELEFONO: 809-923-4547\\nFECHA: 28/05/2024  HORA: 10:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       17,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       13,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       19,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       50,000.00\\nITBIS 18% RD$       9,000.00\\nTOTAL RD$          59,000.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1956301\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133703548"],"invoice_ids":["inv_82ffb17800661f063305"],"observation_id":"obs_ef7365aaa32be175569f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.736,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.788,"brightness_factor":1.071,"blur_sigma":0.253,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.83,"jpeg_quality":85,"documents":[{"rotation_deg":-0.724,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5855289587871254132,"difficulty":"medium","split":"train"}
{"image":"images/607_007661.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132789581\",\"ncf\":\"B1408824780\",\"fecha_comprobante\":\"20251208\",\"monto_facturado\":43574.99,\"itbis_facturado\":7843.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":51418.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DISTRIBUIDORA RHINO PHARMACEUTICA\\nRNC EMISOR: 131757839\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CPC GROUP 107 SRL\\nRNC CLIENTE: 132789581\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1408824780\\nFACTURA NO.: 4581695\\nAUTORIZACION: 342136096\\nTELEFONO: 809-694-2440\\nFECHA: 08/12/2025  HORA: 12:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     497.99\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  27,764.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,365.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,711.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,237.00\\n-------------------------------------------\\nSUB-TOTAL RD$       43,574.99\\nITBIS RD$       7,843.50\\nTOTAL RD$          51,418.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8613434\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 98904365\\nDRP\\nREVISADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131757839"],"invoice_ids":["inv_5878699f33ef53fa5996"],"observation_id":"obs_a88a0f805410fe258e78","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":8.31,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.988,"brightness_factor":0.977,"blur_sigma":0.818,"crop_applied":false,"camera_distance_factors":[0.954],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.53,"jpeg_quality":83,"documents":[{"rotation_deg":1.735,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"DRP"}]},"num_invoices":1,"seed":8065708517002880043,"difficulty":"medium","split":"train"}
{"image":"images/606_007662.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132814053\",\"ncf\":\"B0120466143\",\"fecha_comprobante\":\"20240321\",\"monto_facturado_servicios\":1664.50,\"monto_facturado_bienes\":11460.00,\"itbis_facturado\":2362.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"CREACIONES JPM\\nCREACIONES JPM SRL\\nRNC: 132814053\\nCLIENTE: SANDRA MASCARELL DURAN DE ANGOMAS\\nRNC CLIENTE: 00103936423\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0120466143\\nFACTURA NO.: 1281657\\nAUTORIZACION: 843081556\\nTELEFONO: 809-624-4854\\nFECHA: 21/03/2024  HORA: 19:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,664.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     840.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  10,620.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,124.50\\nIMPUESTO ITBIS RD$       2,362.41\\nTOTAL RD$          15,486.91\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 365718\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 32241393\\nCJ\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132814053"],"invoice_ids":["inv_cf0c2f2a9a6cd3b94ea0"],"observation_id":"obs_164c4ce1341bc6e76077","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.75,"augmentation_metadata":{"downscale_factor":0.942,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.969,"brightness_factor":0.973,"blur_sigma":0.036,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.2,"jpeg_quality":92,"documents":[{"rotation_deg":-0.548,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CJ"}]},"num_invoices":1,"seed":7227399978429980777,"difficulty":"light","split":"train"}
{"image":"images/607_007663.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00300788163\",\"ncf\":\"B0176952102\",\"fecha_comprobante\":\"20241212\",\"monto_facturado\":90574.50,\"itbis_facturado\":16303.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27451.01,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":79426.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03102133224\",\"ncf\":\"E317105632696\",\"fecha_comprobante\":\"20250809\",\"monto_facturado\":20000.00,\"itbis_facturado\":3600.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":23600.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101803134\",\"ncf\":\"E321259760807\",\"fecha_comprobante\":\"20240319\",\"monto_facturado\":28964.95,\"itbis_facturado\":5213.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":34178.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DENIA FLOR ANGEL HERNANDEZ REYES\\nRNC EMISOR: 05500211130\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTA PATRICIA GONZALEZ VIZCAINO\\nRNC CLIENTE: 00300788163\\nFACTURA DE CREDITO FISCAL\\nNCF B0176952102\\nFACTURA NO.: 1984981\\nAUTORIZACION: 528499825\\nTELEFONO: 809-852-8858\\nFECHA: 12/12/2024  HORA: 16:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DESARROLLO DE SOFTWARE      90,574.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       90,574.50\\nITBIS RD$      16,303.41\\nTOTAL RD$         106,877.91\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7352514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 73108856\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nCENTRO EDUCATIVO MELLA\\nRNC EMISOR: 00107666570\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUANA GONZALEZ REYES\\nRNC CLIENTE: 03102133224\\nFACTURA DE CREDITO FISCAL\\nNCF E317105632696\\nFACTURA NO.: 9492880\\nAUTORIZACION: 579384484\\nTELEFONO: 809-782-6533\\nFECHA: 09/08/2025  HORA: 08:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       20,000.00\\nITBIS RD$       3,600.00\\nTOTAL RD$          23,600.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9330648\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 64421378\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nRIA COSMETICS\\nRNC EMISOR: 133292963\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPER FARMACIA ORIENTAL C POR A\\nRNC CLIENTE: 101803134\\nFACTURA DE CREDITO FISCAL\\nNCF: E321259760807\\nFACTURA NO.: 1856646\\nAUTORIZACION: 61523077\\nTELEFONO: 809-864-3574\\nFECHA: 19/03/2024  HORA: 18:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           594.99\\n    3  UNIDAD    REPUESTO Y ACCESORIO        12,026.97\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,935.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            959.99\\n    4  UNIDAD    EQUIPO ELECTRICO            13,448.00\\n----------------------------------------------\\nSUBTOTAL RD$       28,964.95\\nIMPUESTO ITBIS RD$       5,213.69\\nTOTAL RD$          34,178.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 4471605\\nGRACIAS POR SU COMPRA\"}","template_ids":[6,4,13],"business_categories":["tecnologia","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["05500211130","00107666570","133292963"],"invoice_ids":["inv_0407077b34aa56f57986","inv_9ae663eee831436b70e6","inv_57bf50730fe7350a5120"],"observation_id":"obs_3e7f730d764208c16118","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.01,"brightness_factor":1.023,"blur_sigma":0.59,"crop_applied":false,"camera_distance_factors":[0.891,0.948,0.909],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":81.09,"jpeg_quality":84,"documents":[{"rotation_deg":3.884,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.474,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.07,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11342410281947232784,"difficulty":"hard","split":"train"}
{"image":"images/606_007664.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132964012\",\"ncf\":\"E442691108161\",\"fecha_comprobante\":\"20240616\",\"monto_facturado_servicios\":12371.99,\"monto_facturado_bienes\":5731.98,\"itbis_facturado\":3258.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":1237.20,\"forma_pago\":4}],\"ocr\":\"EL BUEN COMER DE AGUEDA & FELIX\\nEL BUEN COMER DE AGUEDA & FELIX SRL\\nRNC: 132964012\\nCLIENTE: FEYBE S A\\nRNC CLIENTE: 124029848\\nFACTURA DE CREDITO FISCAL\\nNCF E442691108161\\nFACTURA NO.: 3241956\\nAUTORIZACION: 538419553\\nTELEFONO: 809-547-2220\\nFECHA: 16/06/2024  HORA: 12:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING        12,371.99\\n    4  UNIDAD    PIZZA MEDIANA                4,216.00\\n    2  UNIDAD    REFRESCO                       209.98\\n    1  UNIDAD    POSTRE DE LA CASA              226.00\\n    5  UNIDAD    JUGO NATURAL                 1,080.00\\n----------------------------------------------\\nSUB-TOTAL RD$       18,103.97\\nITBIS RD$       3,258.71\\nPROPINA LEGAL RD$     1,237.20\\nTOTAL RD$          22,599.88\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8202506\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["132964012"],"invoice_ids":["inv_d20cd4943e99d1bed131"],"observation_id":"obs_361e1cbaee473fe1ba38","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.769,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.741,"brightness_factor":1.055,"blur_sigma":0.444,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.54,"jpeg_quality":82,"documents":[{"rotation_deg":0.851,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15759666486840409884,"difficulty":"medium","split":"train"}
{"image":"images/607_007665.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130436932\",\"ncf\":\"E315502923753\",\"fecha_comprobante\":\"20241209\",\"monto_facturado\":225504.00,\"itbis_facturado\":40590.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":266094.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BEISTEINER & FRITZLER SRL\\nRNC EMISOR: 130018431\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: THALES TRANSPORTATION SYSTEMS SA\\nRNC CLIENTE: 130436932\\nFACTURA DE CREDITO FISCAL\\nNCF: E315502923753\\nFACTURA NO.: 8164039\\nAUTORIZACION: 735962503\\nTELEFONO: 809-330-3641\\nFECHA: 09/12/2024  HORA: 17:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      208,670.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       16,834.00\\n----------------------------------------------\\nSUB-TOTAL RD$      225,504.00\\nITBIS 18% RD$      40,590.72\\nTOTAL RD$         266,094.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8630581\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 14965239\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130018431"],"invoice_ids":["inv_fe467191bc880721d3aa"],"observation_id":"obs_2ecb2b6167e03560b781","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.963,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.976,"brightness_factor":1.008,"blur_sigma":0.143,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.37,"jpeg_quality":90,"documents":[{"rotation_deg":-0.028,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16027359707422736060,"difficulty":"light","split":"train"}
{"image":"images/606_007666.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02800825966\",\"ncf\":\"E329349026097\",\"fecha_comprobante\":\"20240322\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3976.95,\"itbis_facturado\":415.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LEONARDO GARCIA LANTIGUA\\nLEONARDO GARCIA LANTIGUA\\nRNC: 02800825966\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO EL\\nFUERTE MAN\\nRNC CLIENTE: 430250945\\nFACTURA DE CREDITO FISCAL\\nNCF: E329349026097\\nFACTURA NO.: 6638596\\nAUTORIZACION: 967192931\\nTELEFONO: 809-920-1506\\nFECHA: 22/03/2024  HORA: 16:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REFRESCO 2.5 LITROS\\n                                     556.00\\n    4  UNIDAD    HABICHUELAS 800 G\\n                                     688.00\\n    5  LIBRA     CAFE MOLIDO 1 LB\\n                                   1,750.00\\n    5  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     274.95\\n    3  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     708.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,976.95\\nITBIS 18% RD$         415.08\\nTOTAL RD$           4,392.03\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7421984\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 39916430\\nREVISADO\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["02800825966"],"invoice_ids":["inv_118469535ba13d2503a4"],"observation_id":"obs_fe59163b69e356a87817","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.18,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":1.015,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.89,"jpeg_quality":95,"documents":[{"rotation_deg":0.034,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17663485452222198044,"difficulty":"clean","split":"train"}
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{"image":"images/607_007669.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132085027\",\"ncf\":\"B1463191642\",\"fecha_comprobante\":\"20251228\",\"monto_facturado\":8370.00,\"itbis_facturado\":1506.60,\"impuesto_selectivo_al_consumo\":837.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10713.60,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GABRIEL ENRIQUE JIMENEZ MARTINEZ\\nRNC EMISOR: 22400076943\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: D LOAMMY SERVICIOS LEGALES SRL\\nRNC CLIENTE: 132085027\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1463191642\\nFACTURA NO.: 3944351\\nAUTORIZACION: 375962568\\nTELEFONO: 809-725-4265\\nFECHA: 28/12/2025  HORA: 16:54\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                                  8,370.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        8,370.00\\nIMPUESTO ITBIS RD$       1,506.60\\nIMP. SELECTIVO RD$     837.00\\nTOTAL RD$          10,713.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9275287\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 37122047\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["22400076943"],"invoice_ids":["inv_45f192eb60c1084adabd"],"observation_id":"obs_6d3a4f0804929bbe08f5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":10.03,"augmentation_metadata":{"downscale_factor":0.845,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.887,"brightness_factor":0.947,"blur_sigma":0.603,"crop_applied":true,"camera_distance_factors":[0.993],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.94,"jpeg_quality":88,"documents":[{"rotation_deg":-2.178,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15730148902352525297,"difficulty":"medium","split":"train"}
{"image":"images/606_007670.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03101928798\",\"ncf\":\"E457081810107\",\"fecha_comprobante\":\"20241007\",\"monto_facturado_servicios\":4522.50,\"monto_facturado_bienes\":24567.99,\"itbis_facturado\":5236.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"NERYS MAGDALENA PAULINO PICHARDO\\nNERYS MAGDALENA PAULINO PICHARDO\\nRNC 03101928798\\nCLIENTE: NCTR GLOBAL CONSULTING SRL\\nRNC CLIENTE: 133418908\\nFACTURA DE CREDITO FISCAL\\nNCF E457081810107\\nFACTURA NO.: 4932901\\nAUTORIZACION: 123901614\\nTELEFONO: 809-210-1099\\nFECHA: 07/10/2024  HORA: 10:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    GORRA BORDADA\\n                                   4,674.00\\n    1  UNIDAD    CALZADO CASUAL\\n                                   4,566.00\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                  13,206.00\\n    1  UNIDAD    CAMISA DE VESTIR\\n                                   2,121.99\\n    5  SERVICIO  AJUSTE Y CONFECCION\\n                                   4,522.50\\n-------------------------------------------\\nSUBTOTAL RD$       29,090.49\\nITBIS RD$       5,236.29\\nTOTAL RD$          34,326.78\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8660361\\nGRACIAS POR SU COMPRA\\nNMP\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["03101928798"],"invoice_ids":["inv_18c8541adcde3f161046"],"observation_id":"obs_0e626ee6cd124d6f98fc","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":10.08,"augmentation_metadata":{"downscale_factor":0.749,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.644,"brightness_factor":1.069,"blur_sigma":0.526,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.19,"jpeg_quality":76,"documents":[{"rotation_deg":1.077,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"NMP"}]},"num_invoices":1,"seed":3143885113639869586,"difficulty":"hard","split":"train"}
{"image":"images/607_007671.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133244047\",\"ncf\":\"E456569534791\",\"fecha_comprobante\":\"20240906\",\"monto_facturado\":29554.00,\"itbis_facturado\":5319.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":34873.72,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02100073200\",\"ncf\":\"E314656840149\",\"fecha_comprobante\":\"20250226\",\"monto_facturado\":32500.00,\"itbis_facturado\":5850.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":38350.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INSTALACIONES MERINO  S A\\nRNC EMISOR: 101865563\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REPUESTO 660 SRL\\nRNC CLIENTE: 133244047\\nFACTURA DE CREDITO FISCAL\\nNCF E456569534791\\nFACTURA NO.: 3237069\\nAUTORIZACION: 543866985\\nTELEFONO: 809-297-6942\\nFECHA: 06/09/2024  HORA: 10:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    6  PAGINA    TRADUCCION DE DOCUMENTOS    12,054.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    6,500.00\\n    1  VISITA    INSPECCION TECNICA          11,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       29,554.00\\nITBIS 18% RD$       5,319.72\\nTOTAL RD$          34,873.72\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6635465\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 67344773\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCARMEN GLORIA MONEGRO MERCEDES\\nRNC EMISOR: 00108724949\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUCAS EVANGELISTA GARO GOMEZ\\nRNC CLIENTE: 02100073200\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314656840149\\nFACTURA NO.: 2792117\\nAUTORIZACION: 467357792\\nTELEFONO: 809-305-8105\\nFECHA: 26/02/2025  HORA: 16:44\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES\\n                                                 32,500.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       32,500.00\\nIMPUESTO ITBIS RD$       5,850.00\\nTOTAL RD$          38,350.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2844753\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 28564886\\nPROCESADO\"}","template_ids":[4,9],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101865563","00108724949"],"invoice_ids":["inv_929c272ff9bce4f9ba9a","inv_4589b5efdbcf8baaa6f6"],"observation_id":"obs_7121d511cc2cde1bad6b","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.45,"augmentation_metadata":{"downscale_factor":0.877,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.842,"brightness_factor":1.073,"blur_sigma":0.4,"crop_applied":false,"camera_distance_factors":[0.891,0.998],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":21.5,"jpeg_quality":87,"documents":[{"rotation_deg":-1.006,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.035,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8696971419642485722,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 86332581\\n\\n--- FACTURA ---\\n\\nHELVER SOLUTIONS\\nHELVER SOLUTIONS SRL\\nRNC EMISOR: 131343732\\nCLIENTE: PAMELA RODRIGUEZ POLANCO\\nRNC CLIENTE: 00116398975\\nFACTURA DE CREDITO FISCAL\\nNCF E320511352228\\nFACTURA NO.: 1298685\\nAUTORIZACION: 278242080\\nTELEFONO: 809-472-4778\\nFECHA: 18/03/2025  HORA: 11:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  30,528.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       30,528.00\\nIMPUESTO ITBIS RD$       5,495.04\\nTOTAL RD$          36,023.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1695843\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 87754364\\n\\n--- FACTURA ---\\n\\nPROYECTO ECOTURISTICO ALTA VISTA DE LOS CO\\nPROYECTO ECOTURISTICO ALTA VISTA DE LOS\\nCONGOS S\\nRNC 133650061\\nCLIENTE: ANTEMI S A\\nRNC CLIENTE: 102340481\\nFACTURA DE CREDITO FISCAL\\nNCF: E325067818647\\nFACTURA NO.: 7442292\\nAUTORIZACION: 247006022\\nTELEFONO: 809-428-7270\\nFECHA: 25/06/2024  HORA: 15:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   4,694.00\\n    3  MES       ALQUILER DE LOCAL\\n                                 196,548.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  23,492.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 180,665.95\\n-------------------------------------------\\nSUB-TOTAL RD$      405,399.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$         405,399.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 679995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 80007507\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,0,5],"business_categories":["inmobiliario","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00200789105","131343732","133650061"],"invoice_ids":["inv_f4bb5e1206d10320bcc1","inv_d9a8f01e7f96eaf390cc","inv_9be5afda1a60481aa60d"],"observation_id":"obs_111384f23a491e73e3ea","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.736,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.626,"brightness_factor":1.035,"blur_sigma":0.311,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.8,"jpeg_quality":82,"documents":[{"rotation_deg":1.547,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.118,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.649,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":12456060922610776967,"difficulty":"hard","split":"validation"}
{"image":"images/607_007675.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130827273\",\"ncf\":\"B0135052002\",\"fecha_comprobante\":\"20240815\",\"monto_facturado\":34394.85,\"itbis_facturado\":6191.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":40585.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00118859594\",\"ncf\":\"B0178476326\",\"fecha_comprobante\":\"20250530\",\"monto_facturado\":4833.00,\"itbis_facturado\":869.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5702.94,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133461749\",\"ncf\":\"B0112580279\",\"fecha_comprobante\":\"20240704\",\"monto_facturado\":13478.97,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13478.97,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HECTOR VINICIO CUETO BRITO\\nRNC EMISOR: 40223926839\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GURIGAS SRL\\nRNC CLIENTE: 130827273\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0135052002\\nFACTURA NO.: 8462938\\nAUTORIZACION: 507376400\\nTELEFONO: 809-542-3156\\nFECHA: 15/08/2024  HORA: 15:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  22,977.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,431.85\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     823.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,218.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,945.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,394.85\\nIMPUESTO ITBIS RD$       6,191.07\\nTOTAL RD$          40,585.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7136386\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 14381653\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nHVC\\nOK\\n\\n--- FACTURA ---\\n\\nPANADERIA REPOSTERIA REAL\\nRNC EMISOR: 03101273526\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ALFONSO                   MARTINEZ\\nRNC CLIENTE: 00118859594\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0178476326\\nFACTURA NO.: 8467045\\nAUTORIZACION: 128620693\\nTELEFONO: 809-216-9707\\nFECHA: 30/05/2025  HORA: 20:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,509.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            324.00\\n----------------------------------------------\\nSUB-TOTAL RD$        4,833.00\\nIMPUESTO ITBIS RD$         869.94\\nTOTAL RD$           5,702.94\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 156839\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCONIPLAN\\nRNC EMISOR: 131619304\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUBLIMEFUTURO SRL\\nRNC CLIENTE: 133461749\\nFACTURA DE CREDITO FISCAL\\nNCF B0112580279\\nFACTURA NO.: 0718763\\nAUTORIZACION: 712490400\\nTELEFONO: 809-355-9915\\nFECHA: 04/07/2024  HORA: 11:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS    1,335.00\\n    3  UNIDAD    INTERRUPTOR SENCILLO           551.97\\n   17  UNIDAD    CODO PVC 1/2 PULGADA           357.00\\n    3  QUINTAL   VARILLA CORRUGADA 3/8        9,759.00\\n    4  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS    1,476.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,478.97\\nITBIS RD$           0.00\\nTOTAL RD$          13,478.97\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 240582\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_007684.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101120622\",\"ncf\":\"E316672769031\",\"fecha_comprobante\":\"20250826\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6164.95,\"itbis_facturado\":1109.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ALMACENES MAYRA\\nALMACENES MAYRA SRL\\nRNC 101120622\\nCLIENTE: FIBER & DATA SOLUTION GROUP FDSG SRL\\nRNC CLIENTE: 132761111\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316672769031\\nFACTURA NO.: 7717460\\nAUTORIZACION: 508965263\\nTELEFONO: 809-972-9249\\nFECHA: 26/08/2025  HORA: 12:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    CAMISA DE VESTIR             6,164.95\\n----------------------------------------------\\nSUBTOTAL RD$        6,164.95\\nITBIS 18% RD$       1,109.69\\nTOTAL RD$           7,274.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9737880\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 54983187\\nAM\"}","template_ids":[13],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["101120622"],"invoice_ids":["inv_ce5dab8ba34f28ec24ae"],"observation_id":"obs_c7430bcc2a309fe8c198","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.38,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":1.1,"brightness_factor":0.946,"blur_sigma":0.258,"crop_applied":false,"camera_distance_factors":[0.947],"legibility_scale_corrections":[0.0],"final_contrast_stddev":56.61,"jpeg_quality":78,"documents":[{"rotation_deg":0.309,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AM"}]},"num_invoices":1,"seed":10626342580849321554,"difficulty":"medium","split":"train"}
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{"image":"images/607_007687.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"531937742\",\"ncf\":\"E317774609501\",\"fecha_comprobante\":\"20250321\",\"monto_facturado\":186000.00,\"itbis_facturado\":33480.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":219480.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DAPROCESS\\nRNC EMISOR: 40228280703\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS EDUARDO HERRERA GOMEZ\\nRNC CLIENTE: 531937742\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317774609501\\nFACTURA NO.: 3547953\\nAUTORIZACION: 843411572\\nTELEFONO: 809-479-4341\\nFECHA: 21/03/2025  HORA: 13:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  43,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  58,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  70,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      186,000.00\\nITBIS RD$      33,480.00\\nTOTAL RD$         219,480.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6710459\\nGRACIAS POR SU COMPRA\\nD\\nPAGADO\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40228280703"],"invoice_ids":["inv_b2aab55fe25474f719f4"],"observation_id":"obs_e95dd9d88b7b833a8d85","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":0.823,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.671,"brightness_factor":1.1,"blur_sigma":0.574,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.28,"jpeg_quality":80,"documents":[{"rotation_deg":0.395,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"initials","text":"D"}]},"num_invoices":1,"seed":2200663451341084080,"difficulty":"medium","split":"train"}
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{"image":"images/606_007690.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132875419\",\"ncf\":\"B1508898997\",\"fecha_comprobante\":\"20250423\",\"monto_facturado_servicios\":1776.00,\"monto_facturado_bienes\":679.50,\"itbis_facturado\":441.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131810136\",\"ncf\":\"E450293228112\",\"fecha_comprobante\":\"20250606\",\"monto_facturado_servicios\":93000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16740.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"EFC INDUSTRIAL\\nEFC INDUSTRIAL SRL\\nRNC 132875419\\nCLIENTE: GERTRUDIS LEBRON CABRERA\\nRNC CLIENTE: 00103299277\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1508898997\\nFACTURA NO.: 3422115\\nAUTORIZACION: 35724585\\nTELEFONO: 809-931-9576\\nFECHA: 23/04/2025  HORA: 15:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,776.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     679.50\\n-------------------------------------------\\nSUBTOTAL RD$        2,455.50\\nITBIS 18% RD$         441.99\\nTOTAL RD$           2,897.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2679839\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 55709600\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEI\\nCOPIA\\n\\n--- FACTURA ---\\n\\nDECENA & CEDEÑO EXPERT SOLUTION\\nDECENA & CEDEÑO EXPERT SOLUTION SRL\\nRNC EMISOR: 131810136\\nCLIENTE: MARIA INOCENCIA TEJADA DE LEON\\nRNC CLIENTE: 05600172786\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E450293228112\\nFACTURA NO.: 4337069\\nAUTORIZACION: 692914694\\nTELEFONO: 809-694-5313\\nFECHA: 06/06/2025  HORA: 10:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  49,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  17,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  12,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       93,000.00\\nITBIS 18% RD$      16,740.00\\nTOTAL RD$         109,740.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6310688\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 80585968\"}","template_ids":[5,0],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132875419","131810136"],"invoice_ids":["inv_ef8494aff478fbc7b954","inv_bb2db0fafcf5b6c4ae64"],"observation_id":"obs_ec9a762181542717edae","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.57,"augmentation_metadata":{"downscale_factor":0.77,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.894,"brightness_factor":0.931,"blur_sigma":0.706,"crop_applied":false,"camera_distance_factors":[0.918,0.998],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":34.3,"jpeg_quality":85,"documents":[{"rotation_deg":2.185,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.022,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"EI"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5552469029370611834,"difficulty":"medium","split":"validation"}
{"image":"images/607_007691.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04200012088\",\"ncf\":\"E441098537673\",\"fecha_comprobante\":\"20240514\",\"monto_facturado\":23773.50,\"itbis_facturado\":4279.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":28052.73,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSOTE\\nRNC EMISOR: 132047052\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NARSISA RODRIGUEZ\\nRNC CLIENTE: 04200012088\\nFACTURA DE CREDITO FISCAL\\nNCF: E441098537673\\nFACTURA NO.: 6023080\\nAUTORIZACION: 285651583\\nTELEFONO: 809-471-3936\\nFECHA: 14/05/2024  HORA: 08:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BOMBILLO LED 9 W               119.50\\n  190  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS   13,490.00\\n  325  PIE       ALAMBRE ELECTRICO THHN NO. 12   10,075.00\\n    1  LIBRA     CLAVOS CORRIENTES 2 PULGADAS       89.00\\n----------------------------------------------\\nSUB-TOTAL RD$       23,773.50\\nIMPUESTO ITBIS RD$       4,279.23\\nTOTAL RD$          28,052.73\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 797163\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 49300397\"}","template_ids":[3],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["132047052"],"invoice_ids":["inv_86581d85a2deb2cb06e0"],"observation_id":"obs_80e3a0f0b99171d8483c","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.77,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.64,"brightness_factor":1.046,"blur_sigma":0.443,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.07,"jpeg_quality":87,"documents":[{"rotation_deg":0.089,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3204105247211363296,"difficulty":"medium","split":"train"}
{"image":"images/606_007692.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133384957\",\"ncf\":\"E453393498543\",\"fecha_comprobante\":\"20241219\",\"monto_facturado_servicios\":31044.50,\"monto_facturado_bienes\":3865.90,\"itbis_facturado\":6283.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":3104.45,\"forma_pago\":4}],\"ocr\":\"PICA POLLO PONY\\nPICA POLLO PONY SRL\\nRNC EMISOR: 133384957\\nCLIENTE: JUNTA CENTRO EDUCATIVO 07625 CABIA\\nRNC CLIENTE: 430371246\\nFACTURA DE CREDITO FISCAL\\nNCF: E453393498543\\nFACTURA NO.: 3041678\\nAUTORIZACION: 915852990\\nTELEFONO: 809-201-7883\\nFECHA: 19/12/2024  HORA: 14:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  31,044.50\\n    2  UNIDAD    POLLO A LA PLANCHA\\n                                     905.00\\n    2  UNIDAD    JUGO NATURAL\\n                                     281.90\\n    3  UNIDAD    PIZZA MEDIANA\\n                                   2,679.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,910.40\\nITBIS 18% RD$       6,283.87\\nPROPINA LEGAL RD$     3,104.45\\nTOTAL RD$          44,298.72\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7561012\\nGRACIAS POR SU COMPRA\\nPPP\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["133384957"],"invoice_ids":["inv_bbee48de32a06cb6e194"],"observation_id":"obs_c70087cdf6b3bec3ee15","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":10.18,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.944,"brightness_factor":1.022,"blur_sigma":0.203,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.59,"jpeg_quality":95,"documents":[{"rotation_deg":-0.139,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"PPP"}]},"num_invoices":1,"seed":8923787933466188559,"difficulty":"light","split":"validation"}
{"image":"images/607_007693.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800513877\",\"ncf\":\"E444985584190\",\"fecha_comprobante\":\"20241017\",\"monto_facturado\":141000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":141000.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DALIA KATHERINE SUED VON RUSTER\\nRNC EMISOR: 00110179926\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNIOR                         BERROA\\nRNC CLIENTE: 02800513877\\nFACTURA DE CREDITO FISCAL\\nNCF E444985584190\\nFACTURA NO.: 4773127\\nAUTORIZACION: 998281215\\nTELEFONO: 809-201-6586\\nFECHA: 17/10/2024  HORA: 17:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      18,000.00\\n    1  VISITA    INSPECCION TECNICA          17,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       18,000.00\\n    1  CASO      REPRESENTACION LEGAL        87,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      141,000.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         141,000.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7625568\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 98431566\\nDETALLE DE SERVICIOS\\nRevisado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00110179926"],"invoice_ids":["inv_adde697990a88c056373"],"observation_id":"obs_645c403a8cf53cc375ed","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.879,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.841,"brightness_factor":1.004,"blur_sigma":0.22,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.3,"jpeg_quality":82,"documents":[{"rotation_deg":-0.417,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10845614082766181848,"difficulty":"hard","split":"train"}
{"image":"images/606_007694.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101528338\",\"ncf\":\"B0194172800\",\"fecha_comprobante\":\"20251106\",\"monto_facturado_servicios\":574.00,\"monto_facturado_bienes\":9150.00,\"itbis_facturado\":1750.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131992595\",\"ncf\":\"B0118999017\",\"fecha_comprobante\":\"20241024\",\"monto_facturado_servicios\":108173.98,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19471.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"V & C CONSTRUCTORA S A\\nV & C CONSTRUCTORA S A\\nRNC: 101528338\\nCLIENTE: VICTOR ANTONIO BAEZ FIGUEREO\\nRNC CLIENTE: 22400412098\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0194172800\\nFACTURA NO.: 2896359\\nAUTORIZACION: 263281014\\nTELEFONO: 809-788-2308\\nFECHA: 06/11/2025  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,150.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     574.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,724.00\\nIMPUESTO ITBIS RD$       1,750.32\\nTOTAL RD$          11,474.32\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3000049\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 64849971\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMULTISERVICIOS TRAMANT\\nMULTISERVICIOS TRAMANT SRL\\nRNC: 131992595\\nCLIENTE: FRANKLYN RAMON LAMARCHE MATOS\\nRNC CLIENTE: 00101067874\\nFACTURA DE CREDITO FISCAL\\nNCF B0118999017\\nFACTURA NO.: 4948013\\nAUTORIZACION: 862771141\\nTELEFONO: 809-393-8411\\nFECHA: 24/10/2024  HORA: 13:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  29,252.00\\n    4  VIAJE     SERVICIO DE MENSAJERIA\\n                                   4,144.00\\n    2  VIAJE     TRANSPORTE DE CARGA\\n                                  74,777.98\\n-------------------------------------------\\nSUBTOTAL RD$      108,173.98\\nITBIS RD$      19,471.32\\nTOTAL RD$         127,645.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5066733\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 55377895\\nAPROBADO\"}","template_ids":[5,1],"business_categories":["comercio_general","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101528338","131992595"],"invoice_ids":["inv_5fb863a8bd4ed6170802","inv_4e91b27d39b0304707df"],"observation_id":"obs_a62f4a6fa483b4dce53e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.41,"augmentation_metadata":{"downscale_factor":0.993,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":1.031,"brightness_factor":1.016,"blur_sigma":0.216,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.19,"jpeg_quality":94,"documents":[{"rotation_deg":-0.269,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.153,"perspective":0.003,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":1337168101022258885,"difficulty":"medium","split":"train"}
{"image":"images/607_007695.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132203811\",\"ncf\":\"E458748257563\",\"fecha_comprobante\":\"20241005\",\"monto_facturado\":23530.80,\"itbis_facturado\":4235.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":27766.34}],\"ocr\":\"LAURUS PHARMACEUTICALS\\nRNC EMISOR: 132349024\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MABEEN SUPLIDORES DIVERSOS SRL\\nRNC CLIENTE: 132203811\\nFACTURA DE CREDITO FISCAL\\nNCF E458748257563\\nFACTURA NO.: 0782767\\nAUTORIZACION: 593014989\\nTELEFONO: 809-786-8544\\nFECHA: 05/10/2024  HORA: 08:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,590.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,203.80\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   8,737.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       23,530.80\\nITBIS 18% RD$       4,235.54\\nTOTAL RD$          27,766.34\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 2503464\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 12170575\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132349024"],"invoice_ids":["inv_d23564698304ccf156b8"],"observation_id":"obs_b7c0b2bd9f95d4bfd484","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":0.937,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":1.014,"brightness_factor":0.974,"blur_sigma":0.12,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.31,"jpeg_quality":88,"documents":[{"rotation_deg":0.031,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16860614611041076241,"difficulty":"light","split":"validation"}
{"image":"images/606_007696.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131735339\",\"ncf\":\"B0166789386\",\"fecha_comprobante\":\"20250601\",\"monto_facturado_servicios\":24425.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4396.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"03104672757\",\"ncf\":\"E316566111666\",\"fecha_comprobante\":\"20251211\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5100.00,\"itbis_facturado\":865.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"TANGALLE INVESTMENTS\\nTANGALLE INVESTMENTS SRL\\nRNC 131735339\\nCLIENTE: ROSA JULIA NICASIO CABRERA\\nRNC CLIENTE: 22500191485\\nFACTURA DE CREDITO FISCAL\\nNCF B0166789386\\nFACTURA NO.: 7691044\\nAUTORIZACION: 123553025\\nTELEFONO: 809-402-8549\\nFECHA: 01/06/2025  HORA: 16:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   24,425.00\\n----------------------------------------------\\nSUBTOTAL RD$       24,425.00\\nIMPUESTO ITBIS RD$       4,396.50\\nTOTAL RD$          28,821.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 8590723\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 50419922\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nCHARLIC ALBERTO ANGELES\\nCHARLIC ALBERTO ANGELES\\nRNC EMISOR: 03104672757\\nCLIENTE: MI ARTE DENTAL SRL\\nRNC CLIENTE: 131929605\\nFACTURA DE CREDITO FISCAL\\nNCF E316566111666\\nFACTURA NO.: 8433975\\nAUTORIZACION: 136554165\\nTELEFONO: 809-566-5582\\nFECHA: 11/12/2025  HORA: 10:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    7  LIBRA     HARINA DE TRIGO LIBRA\\n                                     294.00\\n    5  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   3,990.00\\n    3  GALON     CLORO LIQUIDO 1 GALON\\n                                     291.00\\n    3  UNIDAD    DETERGENTE EN POLVO\\n                                     525.00\\n-------------------------------------------\\nSUBTOTAL RD$        5,100.00\\nITBIS 18% RD$         865.08\\nTOTAL RD$           5,965.08\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6764635\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 19600366\\nProcesado\"}","template_ids":[7,5],"business_categories":["inmobiliario","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131735339","03104672757"],"invoice_ids":["inv_b054dd65af435cbb8c3e","inv_83e56016c32e59370181"],"observation_id":"obs_7686dc51ad97b7b14a7e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.74,"augmentation_metadata":{"downscale_factor":0.651,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.982,"brightness_factor":1.016,"blur_sigma":0.886,"crop_applied":false,"camera_distance_factors":[0.89,0.903],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":22.61,"jpeg_quality":78,"documents":[{"rotation_deg":-0.046,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.489,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":9619613131207608683,"difficulty":"medium","split":"validation"}
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{"image":"images/606_007704.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130297533\",\"ncf\":\"E323983727880\",\"fecha_comprobante\":\"20251115\",\"monto_facturado_servicios\":56876.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10237.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130555648\",\"ncf\":\"B0131009947\",\"fecha_comprobante\":\"20250130\",\"monto_facturado_servicios\":162000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":29160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SUBARASHII DEVELOPMENT CORPORATION\\nSUBARASHII DEVELOPMENT CORPORATION S A\\nRNC 130297533\\nCLIENTE: CAPTIVA PROJECTS SRL\\nRNC CLIENTE: 132093615\\nFACTURA DE CREDITO FISCAL\\nNCF: E323983727880\\nFACTURA NO.: 9743395\\nAUTORIZACION: 856519834\\nTELEFONO: 809-399-4590\\nFECHA: 15/11/2025  HORA: 12:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       ALQUILER DE LOCAL           56,876.00\\n----------------------------------------------\\nSUBTOTAL RD$       56,876.00\\nIMPUESTO ITBIS RD$      10,237.68\\nTOTAL RD$          67,113.68\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5259729\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nHISAI\\nHIGIENE SANITARIA INDUSTRIAL S A\\nRNC 130555648\\nCLIENTE: PEYPER SERVICE EIRL\\nRNC CLIENTE: 131741959\\nFACTURA DE CREDITO FISCAL\\nNCF B0131009947\\nFACTURA NO.: 0956633\\nAUTORIZACION: 515694651\\nTELEFONO: 809-652-5826\\nFECHA: 30/01/2025  HORA: 13:01\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                  2,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES\\n                                                  6,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                                 59,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                 72,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 22,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      162,000.00\\nITBIS RD$      29,160.00\\nTOTAL RD$         191,160.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1794656\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 10337621\"}","template_ids":[4,9],"business_categories":["inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130297533","130555648"],"invoice_ids":["inv_1be4b6df53e98c71b329","inv_c16589011173abf0b459"],"observation_id":"obs_1b3e1425f01300f61e87","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.945,"brightness_factor":1.001,"blur_sigma":0.058,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.83,"jpeg_quality":96,"documents":[{"rotation_deg":-0.351,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.33,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12143382240481667661,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 88164206\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nHJM\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nSERVI-EMPRESA IJB S A\\nSERVI-EMPRESA IJB S A\\nRNC 101758198\\nCLIENTE: AGUA VISTA AL VALLE SRL\\nRNC CLIENTE: 132262913\\nFACTURA DE CREDITO FISCAL\\nNCF: B1542671069\\nFACTURA NO.: 5877841\\nAUTORIZACION: 686185769\\nTELEFONO: 809-662-4294\\nFECHA: 03/06/2024  HORA: 16:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       12,269.00\\n    1  SERVICIO  COMISION INMOBILIARIA      228,950.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   21,102.50\\n----------------------------------------------\\nSUBTOTAL RD$      262,321.50\\nITBIS RD$           0.00\\nTOTAL RD$         262,321.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 7830235\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 66797862\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nBARTOLO ANDUJAR ENCARNACION\\nBARTOLO ANDUJAR ENCARNACION\\nRNC 00103763561\\nCLIENTE: BUSINESS INTEGRATED TECHNOLOGIES\\nBIT SR\\nRNC CLIENTE: 130701105\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454848185318\\nFACTURA NO.: 8602566\\nAUTORIZACION: 968087276\\nTELEFONO: 809-817-1647\\nFECHA: 29/10/2025  HORA: 15:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,860.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,860.00\\nITBIS RD$           0.00\\nTOTAL RD$           1,860.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 1877951\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 93986447\"}","template_ids":[12,4,5],"business_categories":["automotriz","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00113000749","101758198","00103763561"],"invoice_ids":["inv_d1d7436c1d6dfe07052c","inv_532b7b6829eb572b456c","inv_b265e8cb8d799bdb7dd1"],"observation_id":"obs_625a98102b80b17d3f3c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.851,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.955,"brightness_factor":1.028,"blur_sigma":0.275,"crop_applied":false,"camera_distance_factors":[0.894,0.891,0.943],"legibility_scale_corrections":[0.0054,0.0,0.0],"final_contrast_stddev":19.12,"jpeg_quality":81,"documents":[{"rotation_deg":-3.379,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":3.044,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.413,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HJM"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":6574448854304529739,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 77690222\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nENRIQUE ANTONIO ARMENTEROS ORTEGA ORTEGA\\nENRIQUE ANTONIO ARMENTEROS ORTEGA ORTEGA\\nRNC 00100960111\\nCLIENTE: RAMONA ALTAGRACIA CRUZ CUEVAS\\nRNC CLIENTE: 00100508159\\nFACTURA DE CREDITO FISCAL\\nNCF E452611953067\\nFACTURA NO.: 1313568\\nAUTORIZACION: 275086018\\nTELEFONO: 809-605-7809\\nFECHA: 29/11/2025  HORA: 13:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          12,500.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       27,500.00\\nITBIS RD$           0.00\\nTOTAL RD$          27,500.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1193211\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nCENTRO AUTOMOTRIZ NUMERO UNO\\nINVERSIONES EMPRESARIALES NUMERO UNO S A\\nRNC: 101676612\\nCLIENTE: EVELYN ALMANZAR PEREYRA\\nRNC CLIENTE: 00117071779\\nFACTURA DE CREDITO FISCAL\\nNCF: B1534648922\\nFACTURA NO.: 1815190\\nAUTORIZACION: 970523401\\nTELEFONO: 809-838-3872\\nFECHA: 06/09/2025  HORA: 17:34\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,801.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  2,993.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$        4,794.00\\nITBIS RD$         862.92\\nTOTAL RD$           5,656.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3808763\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 81796011\\nVerificado\"}","template_ids":[5,4,9],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00117293357","00100960111","101676612"],"invoice_ids":["inv_47446f70477d9bf2cc57","inv_fd4c8adc8838ebaa8870","inv_a3fbb2b38eec24eed866"],"observation_id":"obs_b456169a0984fc6eaf8e","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.56,"augmentation_metadata":{"downscale_factor":0.91,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.926,"brightness_factor":0.891,"blur_sigma":0.08,"crop_applied":false,"camera_distance_factors":[0.988,0.886,0.964],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.41,"jpeg_quality":91,"documents":[{"rotation_deg":1.079,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.291,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.105,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2535909783770901750,"difficulty":"hard","split":"train"}
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{"image":"images/606_007752.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40232557203\",\"ncf\":\"E311353155664\",\"fecha_comprobante\":\"20251220\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":34214.00,\"itbis_facturado\":6158.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ISAEL MIGUEL LORA RODRIGUEZ\\nISAEL MIGUEL LORA RODRIGUEZ\\nRNC 40232557203\\nCLIENTE: 800 VISION SRL\\nRNC CLIENTE: 131610293\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311353155664\\nFACTURA NO.: 7340186\\nAUTORIZACION: 276049974\\nTELEFONO: 809-740-2837\\nFECHA: 20/12/2025  HORA: 15:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            33,520.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            694.00\\n----------------------------------------------\\nSUB-TOTAL RD$       34,214.00\\nIMPUESTO ITBIS RD$       6,158.52\\nTOTAL RD$          40,372.52\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2630308\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 83979425\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40232557203"],"invoice_ids":["inv_9327ca7049bc3fdd2827"],"observation_id":"obs_821320df241c95666744","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.89,"augmentation_metadata":{"downscale_factor":0.766,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.99,"brightness_factor":1.074,"blur_sigma":0.528,"crop_applied":false,"camera_distance_factors":[0.907],"legibility_scale_corrections":[0.0],"final_contrast_stddev":27.96,"jpeg_quality":81,"documents":[{"rotation_deg":1.545,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14258384771056959272,"difficulty":"medium","split":"test"}
{"image":"images/607_007753.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132216091\",\"ncf\":\"B0237973410\",\"fecha_comprobante\":\"20240612\",\"monto_facturado\":48771.80,\"itbis_facturado\":8778.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":57550.72,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO EDUBERTO DIROCHE\\nRNC EMISOR: 430168289\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMMSERGESES RD SRL\\nRNC CLIENTE: 132216091\\nFACTURA DE CREDITO FISCAL\\nNCF: B0237973410\\nFACTURA NO.: 4419431\\nAUTORIZACION: 183733109\\nTELEFONO: 809-316-7448\\nFECHA: 12/06/2024  HORA: 15:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,164.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  30,800.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  12,807.80\\n-------------------------------------------\\nSUB-TOTAL RD$       48,771.80\\nIMPUESTO ITBIS RD$       8,778.92\\nTOTAL RD$          57,550.72\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8266873\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 99347674\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430168289"],"invoice_ids":["inv_7dec47f0572b9ddc76e3"],"observation_id":"obs_dd668faded5ec8bf1b4f","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.764,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.75,"brightness_factor":1.013,"blur_sigma":0.471,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.74,"jpeg_quality":87,"documents":[{"rotation_deg":0.859,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":100204276172160390,"difficulty":"medium","split":"train"}
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{"image":"images/606_007760.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133008424\",\"ncf\":\"E319706377135\",\"fecha_comprobante\":\"20241228\",\"monto_facturado_servicios\":130000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23400.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"130939284\",\"ncf\":\"E456679253327\",\"fecha_comprobante\":\"20250926\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":18594.85,\"itbis_facturado\":889.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GMG PRODUCTIONS\\nGMG PRODUCTIONS SRL\\nRNC: 133008424\\nCLIENTE: SOEMCA SOLUCIONES EMPRESARIALES\\nSRL\\nRNC CLIENTE: 133072327\\nFACTURA DE CREDITO FISCAL\\nNCF E319706377135\\nFACTURA NO.: 4082709\\nAUTORIZACION: 424498047\\nTELEFONO: 809-862-5018\\nFECHA: 28/12/2024  HORA: 08:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  17,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  66,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  46,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      130,000.00\\nITBIS 18% RD$      23,400.00\\nTOTAL RD$         153,400.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3053120\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPUERTO VERDE EXPORT IMPORT SRL\\nPUERTO VERDE EXPORT IMPORT SRL\\nRNC 130939284\\nCLIENTE: YORKYS MANUEL  ALVAREZ BAEZ\\nRNC CLIENTE: 40221702687\\nFACTURA DE CREDITO FISCAL\\nNCF: E456679253327\\nFACTURA NO.: 6889840\\nAUTORIZACION: 744068914\\nTELEFONO: 809-992-3064\\nFECHA: 26/09/2025  HORA: 14:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   ARROZ EN CASCARA            13,583.85\\n    2  UNIDAD    FERTILIZANTE AGRICOLA        1,975.00\\n    2  UNIDAD    PLATANO BARAHONERO              72.00\\n    2  UNIDAD    SEMILLAS CERTIFICADAS        2,964.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       18,594.85\\nIMPUESTO ITBIS RD$         889.02\\nTOTAL RD$          19,483.87\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6990595\\nGRACIAS POR SU COMPRA\\nCompra almacen\"}","template_ids":[0,3],"business_categories":["profesional","agricultura"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133008424","130939284"],"invoice_ids":["inv_3814d7509293e1e4df8a","inv_0c9144dcde6c25b76013"],"observation_id":"obs_354642aacf62d87485e9","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.672,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.86,"brightness_factor":1.012,"blur_sigma":0.38,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":40.56,"jpeg_quality":82,"documents":[{"rotation_deg":0.985,"perspective":0.018,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-0.388,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":52839183639091427,"difficulty":"hard","split":"train"}
{"image":"images/607_007761.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132293967\",\"ncf\":\"E328375111212\",\"fecha_comprobante\":\"20250723\",\"monto_facturado\":3386.90,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1056.82,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2330.08,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"URI MIGUELINA BISONO CONCEPCION\\nRNC EMISOR: 40215712072\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACIONES DE NEGOCIOS SISU SRL\\nRNC CLIENTE: 132293967\\nFACTURA DE CREDITO FISCAL\\nNCF: E328375111212\\nFACTURA NO.: 0760768\\nAUTORIZACION: 48793693\\nTELEFONO: 809-745-8303\\nFECHA: 23/07/2025  HORA: 19:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,169.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,217.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,386.90\\nITBIS RD$           0.00\\nTOTAL RD$           3,386.90\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1611364\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 32004254\\nUMB\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40215712072"],"invoice_ids":["inv_667ef9d90e80b1db75c6"],"observation_id":"obs_b3f63bd8d6b27f14e479","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.69,"augmentation_metadata":{"downscale_factor":0.774,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.943,"brightness_factor":1.063,"blur_sigma":0.269,"crop_applied":false,"camera_distance_factors":[0.947],"legibility_scale_corrections":[0.0],"final_contrast_stddev":76.53,"jpeg_quality":89,"documents":[{"rotation_deg":0.611,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"UMB"}]},"num_invoices":1,"seed":4314985385867593478,"difficulty":"medium","split":"validation"}
{"image":"images/606_007762.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130432937\",\"ncf\":\"B0217572573\",\"fecha_comprobante\":\"20240710\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15678.00,\"itbis_facturado\":2822.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ABEL MOTORS\\nABEL MOTORS C POR A\\nRNC EMISOR: 130432937\\nCLIENTE: CARIBBEAN HOTELS TOURS EIRL\\nRNC CLIENTE: 130903042\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0217572573\\nFACTURA NO.: 1863043\\nAUTORIZACION: 906711425\\nTELEFONO: 809-610-3448\\nFECHA: 10/07/2024  HORA: 15:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  13,986.00\\n    2  UNIDAD    ACEITE DE MOTOR\\n                                   1,692.00\\n-------------------------------------------\\nSUB-TOTAL RD$       15,678.00\\nITBIS 18% RD$       2,822.04\\nTOTAL RD$          18,500.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4451623\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 58206056\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAM\"}","template_ids":[0],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["130432937"],"invoice_ids":["inv_66da980303848f4e7765"],"observation_id":"obs_3041fd9eafab282c5bfe","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.71,"augmentation_metadata":{"downscale_factor":0.953,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.96,"brightness_factor":1.029,"blur_sigma":0.114,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":93,"documents":[{"rotation_deg":0.608,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AM"}]},"num_invoices":1,"seed":17027761042338260010,"difficulty":"light","split":"train"}
{"image":"images/607_007763.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101837731\",\"ncf\":\"E443271157695\",\"fecha_comprobante\":\"20251221\",\"monto_facturado\":829.98,\"itbis_facturado\":50.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":880.02},{\"rnc\":\"132068191\",\"ncf\":\"E458319483238\",\"fecha_comprobante\":\"20250702\",\"monto_facturado\":131362.49,\"itbis_facturado\":23645.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":155007.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"09300224251\",\"ncf\":\"E316938266125\",\"fecha_comprobante\":\"20250926\",\"monto_facturado\":131882.00,\"itbis_facturado\":23738.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":155620.76,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PEDRO ANTONIO MATOS FELIZ\\nRNC EMISOR: 00111230173\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOSACK FINANCE INC\\nRNC CLIENTE: 101837731\\nFACTURA DE CREDITO FISCAL\\nNCF E443271157695\\nFACTURA NO.: 1632957\\nAUTORIZACION: 514304772\\nTELEFONO: 809-925-8941\\nFECHA: 21/12/2025  HORA: 08:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     552.00\\n    2  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     277.98\\n-------------------------------------------\\nSUBTOTAL RD$          829.98\\nIMPUESTO ITBIS RD$          50.04\\nTOTAL RD$             880.02\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 5923349\\nGRACIAS POR SU COMPRA\\nPAM\\n\\n--- FACTURA ---\\n\\nSPAREN DOMINICANA\\nRNC EMISOR: 131784445\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DOBLE R AUTO IMPORT SRL\\nRNC CLIENTE: 132068191\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458319483238\\nFACTURA NO.: 6688046\\nAUTORIZACION: 662733195\\nTELEFONO: 809-973-7329\\nFECHA: 02/07/2025  HORA: 10:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  95,998.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  30,328.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                   5,035.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$      131,362.49\\nIMPUESTO ITBIS RD$      23,645.25\\nTOTAL RD$         155,007.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 200663\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 91532355\\n\\n--- FACTURA ---\\n\\nPROMOCIONES ISAIAS\\nRNC EMISOR: 03103482828\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGUSTIN MORA MARTINEZ\\nRNC CLIENTE: 09300224251\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E316938266125\\nFACTURA NO.: 1705156\\nAUTORIZACION: 182619352\\nTELEFONO: 809-940-1426\\nFECHA: 26/09/2025  HORA: 11:13\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS\\n                                                  9,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                 40,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                                  2,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 42,500.00\\n   26  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 37,882.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      131,882.00\\nITBIS RD$      23,738.76\\nTOTAL RD$         155,620.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1270750\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 25295660\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,1,9],"business_categories":["colmado_alimentos","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00111230173","131784445","03103482828"],"invoice_ids":["inv_1e7a459e475d525281a7","inv_16bc7bcd17c2963f5428","inv_383053943a924748b4fd"],"observation_id":"obs_b181626d1a325f0e4c46","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.42,"augmentation_metadata":{"downscale_factor":0.675,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.783,"brightness_factor":1.065,"blur_sigma":0.654,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.58,"jpeg_quality":88,"documents":[{"rotation_deg":-1.348,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":1.773,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.171,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"PAM"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17527567884627065685,"difficulty":"hard","split":"test"}
{"image":"images/606_007764.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430155527\",\"ncf\":\"E440741011450\",\"fecha_comprobante\":\"20241217\",\"monto_facturado_servicios\":187500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"05601241580\",\"ncf\":\"E451205097524\",\"fecha_comprobante\":\"20250527\",\"monto_facturado_servicios\":429.00,\"monto_facturado_bienes\":22794.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SOCIEDAD SOCORRO MUTUO LA CARIDAD DE TERES\\nSOCIEDAD SOCORRO MUTUO LA CARIDAD DE\\nTERESANDON\\nRNC: 430155527\\nCLIENTE: CHRISTIAN ENRIQUE DIAZ ESPINAL\\nRNC CLIENTE: 00117916056\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440741011450\\nFACTURA NO.: 6420468\\nAUTORIZACION: 315006749\\nTELEFONO: 809-713-2627\\nFECHA: 17/12/2024  HORA: 11:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                 112,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  40,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  35,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      187,500.00\\nITBIS RD$      33,750.00\\nTOTAL RD$         221,250.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9649132\\nGRACIAS POR SU COMPRA\\nRevisado\\n\\n--- FACTURA ---\\n\\nDECO 2000\\nSONIA FERNANDEZ RODRIGUEZ\\nRNC EMISOR: 05601241580\\nCLIENTE: COMERCIAL FAGOPEC EIRL\\nRNC CLIENTE: 132014316\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451205097524\\nFACTURA NO.: 0861441\\nAUTORIZACION: 948871176\\nTELEFONO: 809-913-2236\\nFECHA: 27/05/2025  HORA: 11:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  22,794.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     429.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,223.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          23,223.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2905475\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[5,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430155527","05601241580"],"invoice_ids":["inv_88ca7a78ae412d19271c","inv_240447626c4b305d4e09"],"observation_id":"obs_32eb74be436a34e7bfb1","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":7.95,"augmentation_metadata":{"downscale_factor":0.809,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.709,"brightness_factor":1.034,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":52.06,"jpeg_quality":85,"documents":[{"rotation_deg":1.266,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.975,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17929740778442519406,"difficulty":"hard","split":"train"}
{"image":"images/607_007765.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"10000069590\",\"ncf\":\"B0145821355\",\"fecha_comprobante\":\"20240207\",\"monto_facturado\":283.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":283.00}],\"ocr\":\"RAMON ARAUJO\\nRNC EMISOR: 00201175825\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL RIJO SANTANA\\nRNC CLIENTE: 10000069590\\nFACTURA DE CREDITO FISCAL\\nNCF: B0145821355\\nFACTURA NO.: 1611262\\nAUTORIZACION: 376824626\\nTELEFONO: 809-442-8283\\nFECHA: 07/02/2024  HORA: 09:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     283.00\\n-------------------------------------------\\nSUB-TOTAL RD$          283.00\\nITBIS RD$           0.00\\nTOTAL RD$             283.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 8766734\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 76325219\\nAPROBADO\"}","template_ids":[1],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["00201175825"],"invoice_ids":["inv_d6c974f1d7ff014fb4c5"],"observation_id":"obs_f873cd6bf13bf50c8142","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":9.41,"augmentation_metadata":{"downscale_factor":0.669,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.066,"brightness_factor":0.929,"blur_sigma":0.595,"crop_applied":true,"camera_distance_factors":[0.884],"legibility_scale_corrections":[0.0],"final_contrast_stddev":81.33,"jpeg_quality":76,"documents":[{"rotation_deg":-3.093,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7730265395440744691,"difficulty":"medium","split":"train"}
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{"image":"images/607_007767.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131613489\",\"ncf\":\"E440367343871\",\"fecha_comprobante\":\"20250528\",\"monto_facturado\":18809.98,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":18809.98,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CALDEMER\\nRNC EMISOR: 131165321\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LEMSAC INDUSTRIAL SRL\\nRNC CLIENTE: 131613489\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440367343871\\nFACTURA NO.: 3141561\\nAUTORIZACION: 839202891\\nTELEFONO: 809-807-2057\\nFECHA: 28/05/2025  HORA: 15:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,827.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,269.98\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     794.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     659.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,260.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,809.98\\nITBIS RD$           0.00\\nTOTAL RD$          18,809.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2103846\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 58925336\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131165321"],"invoice_ids":["inv_1a2e40e9f84595c0cfdc"],"observation_id":"obs_fa63c29bd91ba1471b79","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":7.97,"augmentation_metadata":{"downscale_factor":0.652,"red_scale":1.057,"blue_scale":0.943,"contrast_factor":0.962,"brightness_factor":0.995,"blur_sigma":0.634,"crop_applied":false,"camera_distance_factors":[0.974],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.25,"jpeg_quality":72,"documents":[{"rotation_deg":2.318,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11987427958979977841,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_007769.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130392714\",\"ncf\":\"B1593935189\",\"fecha_comprobante\":\"20240721\",\"monto_facturado\":11167.00,\"itbis_facturado\":2010.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":13177.06},{\"rnc\":\"116011144\",\"ncf\":\"E455318090925\",\"fecha_comprobante\":\"20240710\",\"monto_facturado\":144500.00,\"itbis_facturado\":26010.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":85862.41,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":84647.59,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AMABLE POOL BOYER\\nRNC EMISOR: 00102455789\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES FINANCIERAS YOLANDA\\nSRL\\nRNC CLIENTE: 130392714\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1593935189\\nFACTURA NO.: 1090035\\nAUTORIZACION: 958574213\\nTELEFONO: 809-520-4620\\nFECHA: 21/07/2024  HORA: 14:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,248.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     644.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     162.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,113.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,167.00\\nITBIS 18% RD$       2,010.06\\nTOTAL RD$          13,177.06\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 4348319\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 18266254\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPB\\n\\n--- FACTURA ---\\n\\nYENIS MERCEDES ALEMAN RDGUEZ DE LOZADA\\nRNC EMISOR: 00107903270\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TERNURA F M SRL\\nRNC CLIENTE: 116011144\\nFACTURA DE CREDITO FISCAL\\nNCF E455318090925\\nFACTURA NO.: 1363932\\nAUTORIZACION: 58659724\\nTELEFONO: 809-612-7148\\nFECHA: 10/07/2024  HORA: 12:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  27,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  40,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  49,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  19,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   9,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      144,500.00\\nITBIS RD$      26,010.00\\nTOTAL RD$         170,510.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3350108\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 67812846\\nEntregado\"}","template_ids":[5,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00102455789","00107903270"],"invoice_ids":["inv_1e6c23d705df07012879","inv_6ebc2d09eeebe7b73c49"],"observation_id":"obs_e45a263a7be1ed976a92","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":6.38,"augmentation_metadata":{"downscale_factor":0.788,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.741,"brightness_factor":1.096,"blur_sigma":0.665,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.25,"jpeg_quality":78,"documents":[{"rotation_deg":-1.726,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.711,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"APB"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5563038095364229971,"difficulty":"hard","split":"train"}
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{"image":"images/606_007786.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101085746\",\"ncf\":\"E329508361609\",\"fecha_comprobante\":\"20251128\",\"monto_facturado_servicios\":1361.00,\"monto_facturado_bienes\":10880.00,\"itbis_facturado\":2203.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131095852\",\"ncf\":\"E451084886624\",\"fecha_comprobante\":\"20251218\",\"monto_facturado_servicios\":2078.00,\"monto_facturado_bienes\":12258.00,\"itbis_facturado\":2580.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00101007268\",\"ncf\":\"B1446405460\",\"fecha_comprobante\":\"20250925\",\"monto_facturado_servicios\":1019.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":183.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"THEFEL TRADING COMPANY CXA\\nTHEFEL TRADING COMPANY CXA\\nRNC 101085746\\nCLIENTE: AGUSTIN RAFAEL LUCIANO\\nRNC CLIENTE: 12100052757\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329508361609\\nFACTURA NO.: 2669342\\nAUTORIZACION: 789207839\\nTELEFONO: 809-479-5763\\nFECHA: 28/11/2025  HORA: 10:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,361.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,880.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,241.00\\nITBIS RD$       2,203.38\\nTOTAL RD$          14,444.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3037207\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 56768210\\nTTC\\nRevisado\\n\\n--- FACTURA ---\\n\\nLAEXY INVERSORES\\nLAEXY INVERSORES SRL\\nRNC: 131095852\\nCLIENTE: GARIKSON ROSSIS DE LA CRUZ\\nRNC CLIENTE: 22301069757\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451084886624\\nFACTURA NO.: 5747653\\nAUTORIZACION: 389324700\\nTELEFONO: 809-423-3012\\nFECHA: 18/12/2025  HORA: 08:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  12,258.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   2,078.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,336.00\\nIMPUESTO ITBIS RD$       2,580.48\\nTOTAL RD$          16,916.48\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5540220\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 98093500\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMALDONA EQUIPMENT REPAIR\\nRNC EMISOR: 133146681\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANELJOPE INMOBILIARIA E\\nINVERSIONES SR\\nRNC CLIENTE: 131669972\\nFACTURA DE CREDITO FISCAL\\nNCF: B0130848169\\nFACTURA NO.: 1862808\\nAUTORIZACION: 540506212\\nTELEFONO: 809-547-6234\\nFECHA: 10/04/2025  HORA: 12:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  22,520.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,241.97\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   1,852.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,583.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,267.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,463.97\\nITBIS RD$       5,123.51\\nTOTAL RD$          33,587.48\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 532473\\nGRACIAS POR SU COMPRA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nCHEN YU WU\\nRNC EMISOR: 00114521099\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL POS3CITO SRL\\nRNC CLIENTE: 132247531\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457018943634\\nFACTURA NO.: 6203184\\nAUTORIZACION: 73189696\\nTELEFONO: 809-332-5231\\nFECHA: 29/04/2024  HORA: 13:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          3,884.85\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,636.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         9,335.90\\n----------------------------------------------\\nSUB-TOTAL RD$       14,856.75\\nIMPUESTO ITBIS RD$       2,674.22\\nTOTAL RD$          17,530.97\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9545188\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007799.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130483469\",\"ncf\":\"E442380437055\",\"fecha_comprobante\":\"20250802\",\"monto_facturado\":202970.00,\"itbis_facturado\":36534.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":239504.60,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HOGAR DE ANCIANOS NUESTRA SRA DEL CARMEN\\nRNC EMISOR: 430004091\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS TEXTILES ARIDIO SRL\\nRNC CLIENTE: 130483469\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442380437055\\nFACTURA NO.: 5185398\\nAUTORIZACION: 354057879\\nTELEFONO: 809-762-3977\\nFECHA: 02/08/2025  HORA: 10:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  55,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  34,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  18,000.00\\n   30  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  65,970.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  30,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      202,970.00\\nITBIS 18% RD$      36,534.60\\nTOTAL RD$         239,504.60\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8233295\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430004091"],"invoice_ids":["inv_0835569ce5696b62b600"],"observation_id":"obs_e8d9cd9f5483fc372f7d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":9.83,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.571,"brightness_factor":1.088,"blur_sigma":0.382,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":51.62,"jpeg_quality":86,"documents":[{"rotation_deg":1.215,"perspective":0.008,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8267962810187950021,"difficulty":"hard","split":"train"}
{"image":"images/606_007800.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133332167\",\"ncf\":\"B0204933066\",\"fecha_comprobante\":\"20250816\",\"monto_facturado_servicios\":1609.00,\"monto_facturado_bienes\":16375.75,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131686427\",\"ncf\":\"B0265665607\",\"fecha_comprobante\":\"20240801\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":45216.00,\"itbis_facturado\":8138.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"JDL DOMINICAN TELECOM\\nJDL DOMINICAN TELECOM SRL\\nRNC: 133332167\\nCLIENTE: CASIMIRO ANTONIO ZARZUELA ALMONTE\\nRNC CLIENTE: 00105323372\\nFACTURA DE CREDITO FISCAL\\nNCF B0204933066\\nFACTURA NO.: 2674097\\nAUTORIZACION: 46286631\\nTELEFONO: 809-460-8064\\nFECHA: 16/08/2025  HORA: 11:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,056.00\\n    3  UNIDAD    MATERIAL DE OFICINA            900.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,609.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         4,815.00\\n    5  UNIDAD    EQUIPO ELECTRICO             9,604.75\\n----------------------------------------------\\nSUB-TOTAL RD$       17,984.75\\nITBIS 18% RD$           0.00\\nTOTAL RD$          17,984.75\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8568533\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nSERVICIOS AUTOMOTRICES RGP\\nSERVICIOS AUTOMOTRICES RGP SRL\\nRNC 131686427\\nCLIENTE: GIARFA C POR A\\nRNC CLIENTE: 101046023\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0265665607\\nFACTURA NO.: 9159058\\nAUTORIZACION: 885799010\\nTELEFONO: 809-661-5736\\nFECHA: 01/08/2024  HORA: 10:39\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,917.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,883.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,136.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     280.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       45,216.00\\nIMPUESTO ITBIS RD$       8,138.88\\nTOTAL RD$          53,354.88\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 7265742\\nGRACIAS POR SU COMPRA\\nSAR\\nArchivado\"}","template_ids":[7,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133332167","131686427"],"invoice_ids":["inv_a062cfcfecc71a8a628a","inv_39e17ef7226a4559bb40"],"observation_id":"obs_8e4c11d4581eb5a30529","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.009,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":95,"documents":[{"rotation_deg":0.106,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.03,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"SAR"}]},"num_invoices":2,"seed":4923423724286465950,"difficulty":"medium","split":"train"}
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{"image":"images/607_007805.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130398992\",\"ncf\":\"E443465739639\",\"fecha_comprobante\":\"20251211\",\"monto_facturado\":248500.00,\"itbis_facturado\":44730.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":293230.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GALDENIA LIVE REYES FELIZ\\nRNC EMISOR: 40222414019\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RASBY WATER PURITY C POR A\\nRNC CLIENTE: 130398992\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443465739639\\nFACTURA NO.: 5860543\\nAUTORIZACION: 285950205\\nTELEFONO: 809-362-3173\\nFECHA: 11/12/2025  HORA: 09:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   94,000.00\\n    1  CASO      REPRESENTACION LEGAL        67,500.00\\n    1  MES       SUPERVISION DE OBRA         17,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      248,500.00\\nITBIS RD$      44,730.00\\nTOTAL RD$         293,230.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6376418\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40222414019"],"invoice_ids":["inv_b3b770b77f69f83dea3f"],"observation_id":"obs_44640c528b2d865f406f","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.11,"augmentation_metadata":{"downscale_factor":0.842,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.955,"brightness_factor":1.004,"blur_sigma":0.233,"crop_applied":false,"camera_distance_factors":[0.937],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.11,"jpeg_quality":87,"documents":[{"rotation_deg":1.501,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1694435792824442800,"difficulty":"light","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 43168327\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nEDUARDO SEBASTIAN ESPINAL MARTINEZ\\nEDUARDO SEBASTIAN ESPINAL MARTINEZ\\nRNC 03300082959\\nCLIENTE: CLINICA DR UREÑA ARIAS II SRL\\nRNC CLIENTE: 133257807\\nFACTURA DE CREDITO FISCAL\\nNCF: E327829973148\\nFACTURA NO.: 7894380\\nAUTORIZACION: 386733730\\nTELEFONO: 809-707-5604\\nFECHA: 20/02/2025  HORA: 10:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ACEITE DE MOTOR                519.99\\n    2  SERVICIO  REPARACION MECANICA         12,824.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       13,343.99\\nIMPUESTO ITBIS RD$       2,401.92\\nTOTAL RD$          15,745.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4211666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 48858912\\n\\n--- FACTURA ---\\n\\nTREND BOX\\nTREND BOX SRL\\nRNC 133630826\\nCLIENTE: ASOCIACION SANTA CLARA LOS COROCITOS\\nRNC CLIENTE: 430037281\\nFACTURA DE CREDITO FISCAL\\nNCF E458588957678\\nFACTURA NO.: 3235039\\nAUTORIZACION: 487615042\\nTELEFONO: 809-227-1134\\nFECHA: 06/04/2024  HORA: 17:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,753.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         5,020.00\\n    2  UNIDAD    EQUIPO ELECTRICO            13,663.98\\n----------------------------------------------\\nSUBTOTAL RD$       20,436.98\\nITBIS 18% RD$       3,678.66\\nTOTAL RD$          24,115.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7797431\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 48711717\\nVerificado\\n\\n--- FACTURA ---\\n\\nTEATRO BISOU GANUPE\\nTEATRO BISOU GANUPE SRL\\nRNC: 132861124\\nCLIENTE: LUIS FELIX TORRES GUTIERREZ\\nRNC CLIENTE: 04700346853\\nFACTURA DE CREDITO FISCAL\\nNCF: E457512523108\\nFACTURA NO.: 2825740\\nAUTORIZACION: 421798074\\nTELEFONO: 809-322-7487\\nFECHA: 05/10/2024  HORA: 10:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       8,000.00\\n    1  CASO      REPRESENTACION LEGAL        24,000.00\\n    1  PROYECTO  DISENO DE PLANOS            67,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       99,000.00\\nITBIS RD$           0.00\\nTOTAL RD$          99,000.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6645099\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,3,2,4],"business_categories":["comercio_general","automotriz","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["101598921","03300082959","133630826","132861124"],"invoice_ids":["inv_defde8335951b6df07fc","inv_f63fea456e1d875b262e","inv_cdce47474469c192208f","inv_223b707850f78e89f9d0"],"observation_id":"obs_e46ffa61ac8529f8d678","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.55,"augmentation_metadata":{"downscale_factor":0.674,"red_scale":0.935,"blue_scale":1.065,"contrast_factor":1.011,"brightness_factor":0.967,"blur_sigma":1.123,"crop_applied":false,"camera_distance_factors":[0.996,0.958,0.904,0.958],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":87.77,"jpeg_quality":69,"documents":[{"rotation_deg":4.259,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.561,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.104,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.1,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":18067864090992791541,"difficulty":"very_hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nFARMACIA RONALD\\nFARMACIA RONALD SRL\\nRNC: 131940269\\nCLIENTE: DOMINGA MELANIA RAMIREZ DIAZ DIAZ\\nRNC CLIENTE: 02600033704\\nFACTURA DE CREDITO FISCAL\\nNCF B0254353001\\nFACTURA NO.: 4882034\\nAUTORIZACION: 530617317\\nTELEFONO: 809-896-6668\\nFECHA: 13/03/2024  HORA: 13:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,344.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     836.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,180.00\\nITBIS 18% RD$         392.40\\nTOTAL RD$           2,572.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4690000\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 55745343\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,7,5],"business_categories":["profesional","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131177018","430166448","131940269"],"invoice_ids":["inv_b98152e3a71d1519d8e5","inv_84ce334324b93012cef9","inv_1e544119581a3662c213"],"observation_id":"obs_2ea412f40bcf6828c8ef","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.09,"augmentation_metadata":{"downscale_factor":0.8,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.791,"brightness_factor":1.083,"blur_sigma":0.374,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.2,"jpeg_quality":74,"documents":[{"rotation_deg":-0.875,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.442,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.536,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15901601662339709321,"difficulty":"hard","split":"train"}
{"image":"images/607_007825.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430116947\",\"ncf\":\"E440639526915\",\"fecha_comprobante\":\"20250311\",\"monto_facturado\":21297.90,\"itbis_facturado\":3833.62,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":25131.52,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"11800142066\",\"ncf\":\"B1416881960\",\"fecha_comprobante\":\"20240323\",\"monto_facturado\":28674.50,\"itbis_facturado\":5161.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":25330.27,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8505.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430286907\",\"ncf\":\"B0213879643\",\"fecha_comprobante\":\"20250308\",\"monto_facturado\":27963.50,\"itbis_facturado\":5033.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8573.20,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":24423.73,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MEDINA MAYURCA S A\\nRNC EMISOR: 101752892\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TORRE CLASICA\\nRNC CLIENTE: 430116947\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440639526915\\nFACTURA NO.: 3659361\\nAUTORIZACION: 812271099\\nTELEFONO: 809-950-3885\\nFECHA: 11/03/2025  HORA: 18:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,941.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,578.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,559.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,218.95\\n-------------------------------------------\\nSUBTOTAL RD$       21,297.90\\nITBIS RD$       3,833.62\\nTOTAL RD$          25,131.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4014482\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 28032515\\n\\n--- FACTURA ---\\n\\nIMPORTADORA HONG YUN\\nRNC EMISOR: 131000649\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSSY\\nCORONADO\\nRNC CLIENTE: 11800142066\\nFACTURA DE CREDITO FISCAL\\nNCF: B1416881960\\nFACTURA NO.: 9018163\\nAUTORIZACION: 356234052\\nTELEFONO: 809-750-6718\\nFECHA: 23/03/2024  HORA: 13:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    CAMISA DE VESTIR\\n                                   2,620.50\\n    2  UNIDAD    CALZADO CASUAL\\n                                  10,452.00\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                  13,159.50\\n    5  UNIDAD    GORRA BORDADA\\n                                   2,442.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,674.50\\nIMPUESTO ITBIS RD$       5,161.41\\nTOTAL RD$          33,835.91\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7532239\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 16031555\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFARMERS PRODUCE INC\\nRNC EMISOR: 412000487\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MINISTERIO CARCELARIO DIOS LIBERTA AL C\\nRNC CLIENTE: 430286907\\nFACTURA DE CREDITO FISCAL\\nNCF B0213879643\\nFACTURA NO.: 1070640\\nAUTORIZACION: 791511617\\nTELEFONO: 809-683-2815\\nFECHA: 08/03/2025  HORA: 12:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,023.50\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,992.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        17,240.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            327.00\\n    1  UNIDAD    EQUIPO ELECTRICO             7,381.00\\n----------------------------------------------\\nSUBTOTAL RD$       27,963.50\\nITBIS RD$       5,033.43\\nTOTAL RD$          32,996.93\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5321860\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 49647663\"}","template_ids":[0,5,3],"business_categories":["comercio_general","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101752892","131000649","412000487"],"invoice_ids":["inv_ece9b8e6b484d8dd03b4","inv_9b0d99503feb56b14440","inv_2db0aedcb404a8d549e3"],"observation_id":"obs_a4118d82f5697376cf75","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.725,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.825,"brightness_factor":1.06,"blur_sigma":0.347,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.58,"jpeg_quality":84,"documents":[{"rotation_deg":-0.596,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.148,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.989,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11279003500343425480,"difficulty":"hard","split":"train"}
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{"image":"images/606_007828.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132610938\",\"ncf\":\"E446407384679\",\"fecha_comprobante\":\"20241106\",\"monto_facturado_servicios\":148000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26640.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00300542867\",\"ncf\":\"B0147828454\",\"fecha_comprobante\":\"20241125\",\"monto_facturado_servicios\":432.00,\"monto_facturado_bienes\":26804.50,\"itbis_facturado\":4902.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"WAYNE\\nWAYNE LLC\\nRNC: 132610938\\nCLIENTE: J FARIAS AGRONEGOCIOS SRL\\nRNC CLIENTE: 131687301\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446407384679\\nFACTURA NO.: 5356992\\nAUTORIZACION: 363693972\\nTELEFONO: 809-331-9769\\nFECHA: 06/11/2024  HORA: 20:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     5,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    32,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       2,500.00\\n    1  MES       SUPERVISION DE OBRA        103,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      148,000.00\\nITBIS 18% RD$      26,640.00\\nTOTAL RD$         174,640.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2016100\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 72560186\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nPRESTAMO & HIPOTECA HERMANO POLANCO\\nFRANCISCO POLANCO ARAUJO\\nRNC 00300542867\\nCLIENTE: FUNDACION PRO BIENESTAR Y PROGRESO\\nDE L\\nRNC CLIENTE: 430228265\\nFACTURA DE CREDITO FISCAL\\nNCF B0147828454\\nFACTURA NO.: 8130865\\nAUTORIZACION: 547268382\\nTELEFONO: 809-334-5214\\nFECHA: 25/11/2024  HORA: 09:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,085.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,740.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     432.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     426.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,553.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,236.50\\nITBIS RD$       4,902.57\\nTOTAL RD$          32,139.07\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8218058\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 94037181\\nPagado\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132610938","00300542867"],"invoice_ids":["inv_ad0aeec84118069a8915","inv_48a0610bc7944cb6c926"],"observation_id":"obs_03588d54ebfc53c41a49","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.95,"augmentation_metadata":{"downscale_factor":0.948,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.978,"brightness_factor":0.915,"blur_sigma":0.387,"crop_applied":false,"camera_distance_factors":[0.975,0.942],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":83.06,"jpeg_quality":88,"documents":[{"rotation_deg":0.313,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.274,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2173301353388712160,"difficulty":"medium","split":"train"}
{"image":"images/607_007829.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133676028\",\"ncf\":\"E313008790322\",\"fecha_comprobante\":\"20240617\",\"monto_facturado\":32296.98,\"itbis_facturado\":5813.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":38110.44,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SOLUCIONES KHIALAN\\nRNC EMISOR: 131443699\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PIONEER LOGISTICS CARGO SRL\\nRNC CLIENTE: 133676028\\nFACTURA DE CREDITO FISCAL\\nNCF E313008790322\\nFACTURA NO.: 9906963\\nAUTORIZACION: 651283460\\nTELEFONO: 809-569-2076\\nFECHA: 17/06/2024  HORA: 12:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,752.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  21,375.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,599.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,889.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,681.98\\n-------------------------------------------\\nSUBTOTAL RD$       32,296.98\\nITBIS RD$       5,813.46\\nTOTAL RD$          38,110.44\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9983387\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 92360773\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131443699"],"invoice_ids":["inv_9535f7b010ef71469d8a"],"observation_id":"obs_0f8590debcf81bac3638","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.35,"augmentation_metadata":{"downscale_factor":0.716,"red_scale":0.956,"blue_scale":1.044,"contrast_factor":0.732,"brightness_factor":1.037,"blur_sigma":0.279,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.74,"jpeg_quality":82,"documents":[{"rotation_deg":-0.77,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15690301193736958106,"difficulty":"hard","split":"train"}
{"image":"images/606_007830.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133472503\",\"ncf\":\"E453843582757\",\"fecha_comprobante\":\"20240407\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14156.85,\"itbis_facturado\":2548.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"01000028124\",\"ncf\":\"E452345831680\",\"fecha_comprobante\":\"20240906\",\"monto_facturado_servicios\":24000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CARNICERIA Y PESCADERIA LOS BROTHER\\nCARNICERIA Y PESCADERIA LOS BROTHER SRL\\nRNC EMISOR: 133472503\\nCLIENTE: BERHAM CORPORATION\\nRNC CLIENTE: 130063753\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453843582757\\nFACTURA NO.: 0972977\\nAUTORIZACION: 170744540\\nTELEFONO: 809-392-7496\\nFECHA: 07/04/2024  HORA: 16:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     680.85\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  13,476.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,156.85\\nIMPUESTO ITBIS RD$       2,548.23\\nTOTAL RD$          16,705.08\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7891224\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 73791890\\n\\n--- FACTURA ---\\n\\nMELIDO ANTONIO MARTE RAMIREZ\\nMELIDO ANTONIO MARTE RAMIREZ\\nRNC EMISOR: 01000028124\\nCLIENTE: GALERIA DE ARTE INFINITUS C POR A\\nRNC CLIENTE: 130237514\\nFACTURA DE CREDITO FISCAL\\nNCF: E452345831680\\nFACTURA NO.: 0369726\\nAUTORIZACION: 485766029\\nTELEFONO: 809-531-7040\\nFECHA: 06/09/2024  HORA: 10:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  19,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                   5,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       24,000.00\\nITBIS 18% RD$       4,320.00\\nTOTAL RD$          28,320.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2869904\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 93411666\\nProcesado\"}","template_ids":[0,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133472503","01000028124"],"invoice_ids":["inv_6157f6998faffd3479d5","inv_f8916b4b711c87941058"],"observation_id":"obs_3d219fdd31552b0128c1","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":7.61,"augmentation_metadata":{"downscale_factor":0.898,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":0.996,"brightness_factor":0.992,"blur_sigma":0.175,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":44.43,"jpeg_quality":95,"documents":[{"rotation_deg":-0.387,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.253,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5008928573981774474,"difficulty":"medium","split":"train"}
{"image":"images/607_007831.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101913725\",\"ncf\":\"E443011450243\",\"fecha_comprobante\":\"20240731\",\"monto_facturado\":3451.00,\"itbis_facturado\":621.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4072.18,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101597488\",\"ncf\":\"E444271776690\",\"fecha_comprobante\":\"20240907\",\"monto_facturado\":10196.80,\"itbis_facturado\":1835.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":12032.22,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02801026598\",\"ncf\":\"E444016346655\",\"fecha_comprobante\":\"20250528\",\"monto_facturado\":56932.80,\"itbis_facturado\":10247.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":67180.70,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FETRANS\\nRNC EMISOR: 131674542\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUSANA MARISOL PEÑA RIVAS\\nRNC CLIENTE: 03101913725\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443011450243\\nFACTURA NO.: 3979281\\nAUTORIZACION: 812648176\\nTELEFONO: 809-841-8841\\nFECHA: 31/07/2024  HORA: 08:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   3,451.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,451.00\\nITBIS RD$         621.18\\nTOTAL RD$           4,072.18\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 515874\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 76326694\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCALYSCO\\nRNC EMISOR: 132054024\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGROINDUSTRIA SURIEL QUELIZ C POR\\nA\\nRNC CLIENTE: 101597488\\nFACTURA DE CREDITO FISCAL\\nNCF E444271776690\\nFACTURA NO.: 3296230\\nAUTORIZACION: 518140976\\nTELEFONO: 809-505-8084\\nFECHA: 07/09/2024  HORA: 13:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   5,015.80\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   5,181.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,196.80\\nITBIS 18% RD$       1,835.42\\nTOTAL RD$          12,032.22\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8795305\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 29461681\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nC\\nENTREGADO\\nRecibido\\n\\n--- FACTURA ---\\n\\nAGROVETERINARIA EULOGIA\\nRNC EMISOR: 40228288474\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JEANCARLOS NOBOA RIVAS\\nRNC CLIENTE: 02801026598\\nFACTURA DE CREDITO FISCAL\\nNCF: E444016346655\\nFACTURA NO.: 6783858\\nAUTORIZACION: 391202746\\nTELEFONO: 809-950-1331\\nFECHA: 28/05/2025  HORA: 20:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     522.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,855.80\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  33,820.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     982.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,752.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       56,932.80\\nITBIS RD$      10,247.90\\nTOTAL RD$          67,180.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4019070\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 57625752\"}","template_ids":[5,0,1],"business_categories":["transporte","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131674542","132054024","40228288474"],"invoice_ids":["inv_1b5a7cec1f85dd2a337a","inv_938781b29a1092506ad2","inv_707db756e54e1a7aefde"],"observation_id":"obs_b37eb58b743bb1fb40bf","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":4.16,"augmentation_metadata":{"downscale_factor":0.916,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":0.988,"brightness_factor":1.012,"blur_sigma":0.02,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.89,"jpeg_quality":90,"documents":[{"rotation_deg":-0.273,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.029,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.321,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"C"},{"kind":"none","text":""}]},"num_invoices":3,"seed":4115602913545221405,"difficulty":"hard","split":"train"}
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{"image":"images/607_007833.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132095482\",\"ncf\":\"E327971279964\",\"fecha_comprobante\":\"20250716\",\"monto_facturado\":436562.00,\"itbis_facturado\":78581.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":225803.77,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":289339.39,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SOCIEDAD FINANCIERA CRISMA\\nRNC EMISOR: 130374767\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIAL YIZHANG FENG SRL\\nRNC CLIENTE: 132095482\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327971279964\\nFACTURA NO.: 8867063\\nAUTORIZACION: 589210745\\nTELEFONO: 809-742-3753\\nFECHA: 16/07/2025  HORA: 19:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       75,517.50\\n    5  MES       ALQUILER DE LOCAL          345,170.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   15,874.50\\n----------------------------------------------\\nSUBTOTAL RD$      436,562.00\\nITBIS RD$      78,581.16\\nTOTAL RD$         515,143.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6484213\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130374767"],"invoice_ids":["inv_ff32b171dfbf49df2c73"],"observation_id":"obs_2100fb18a73ceb0bcabc","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":6.39,"augmentation_metadata":{"downscale_factor":0.652,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":0.759,"brightness_factor":1.039,"blur_sigma":0.332,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":85,"documents":[{"rotation_deg":0.906,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1747350396674021132,"difficulty":"hard","split":"train"}
{"image":"images/606_007834.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132075481\",\"ncf\":\"E321026507548\",\"fecha_comprobante\":\"20250318\",\"monto_facturado_servicios\":131589.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23686.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"132250893\",\"ncf\":\"B1455907464\",\"fecha_comprobante\":\"20250310\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":32199.65,\"itbis_facturado\":5795.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"COMPAÑIA DE TRANSPORTE LIBRE COMTRALI\\nCOMPAÑIA DE TRANSPORTE LIBRE COMTRALI SRL\\nRNC: 132075481\\nCLIENTE: EVIMAR C POR A\\nRNC CLIENTE: 101531576\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321026507548\\nFACTURA NO.: 1332521\\nAUTORIZACION: 464152309\\nTELEFONO: 809-722-2874\\nFECHA: 18/03/2025  HORA: 12:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     TRANSPORTE DE CARGA        131,589.00\\n----------------------------------------------\\nSUBTOTAL RD$      131,589.00\\nITBIS 18% RD$      23,686.02\\nTOTAL RD$         155,275.02\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1484514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 73424444\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nVERI FINE ART\\nVERI FINE ART SRL\\nRNC EMISOR: 132250893\\nCLIENTE: FLORINDA ALTAGRACIA MIESES MONTERO\\nRNC CLIENTE: 00112012935\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1455907464\\nFACTURA NO.: 1659948\\nAUTORIZACION: 272541621\\nTELEFONO: 809-970-8451\\nFECHA: 10/03/2025  HORA: 18:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  13,455.80\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,192.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,460.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,091.85\\n-------------------------------------------\\nBASE IMPONIBLE RD$       32,199.65\\nITBIS 18% RD$       5,795.94\\nTOTAL RD$          37,995.59\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8638667\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 73510168\\nVFA\\nENTREGADO\"}","template_ids":[7,1],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132075481","132250893"],"invoice_ids":["inv_c8e591f3465a2d52d75c","inv_fb0c809b27bf3cac2cf1"],"observation_id":"obs_b489fddad848e693be69","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.9,"augmentation_metadata":{"downscale_factor":0.664,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":0.961,"brightness_factor":0.901,"blur_sigma":0.537,"crop_applied":false,"camera_distance_factors":[0.945,0.998],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.14,"jpeg_quality":78,"documents":[{"rotation_deg":1.68,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.043,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"VFA"}]},"num_invoices":2,"seed":3718951991093285849,"difficulty":"medium","split":"train"}
{"image":"images/607_007835.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132846885\",\"ncf\":\"B0217394994\",\"fecha_comprobante\":\"20240716\",\"monto_facturado\":6142.00,\"itbis_facturado\":1105.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7247.56,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VIATEK\\nRNC EMISOR: 133524384\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOMESELEP LUXCHY CARIBBEAN EIRL\\nRNC CLIENTE: 132846885\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0217394994\\nFACTURA NO.: 1069410\\nAUTORIZACION: 991729443\\nTELEFONO: 809-206-8711\\nFECHA: 16/07/2024  HORA: 12:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,142.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,142.00\\nIMPUESTO ITBIS RD$       1,105.56\\nTOTAL RD$           7,247.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2811470\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 31115024\\nCopia cliente\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133524384"],"invoice_ids":["inv_b91b33333f42295ee31e"],"observation_id":"obs_10d49bc2e8fdc33e4bf9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":9.84,"augmentation_metadata":{"downscale_factor":0.722,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":1.007,"brightness_factor":1.041,"blur_sigma":0.31,"crop_applied":false,"camera_distance_factors":[0.913],"legibility_scale_corrections":[0.0],"final_contrast_stddev":64.02,"jpeg_quality":73,"documents":[{"rotation_deg":0.563,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2288133892564073750,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 83353989\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPAGADO\\n\\n--- FACTURA ---\\n\\nCOMPUTINTA INTERNACIONAL\\nCOMPUTINTA INTERNACIONAL SRL\\nRNC EMISOR: 130718091\\nCLIENTE: OSCAR EDUARDO RAMIREZ FIGUEREO\\nRNC CLIENTE: 40243556541\\nFACTURA DE CREDITO FISCAL\\nNCF E319832785179\\nFACTURA NO.: 9902828\\nAUTORIZACION: 614932013\\nTELEFONO: 809-394-1055\\nFECHA: 03/06/2024  HORA: 11:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,416.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,413.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,043.96\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,407.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,279.96\\nITBIS RD$       1,310.39\\nTOTAL RD$           8,590.35\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6243607\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 26319811\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPAGADO\\n\\n--- FACTURA ---\\n\\nISIDRO ROMAN\\nRNC EMISOR: 03102762402\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BUSINESS GROWTH ADVERTISING BGA DR SRL\\nRNC CLIENTE: 133137542\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447683247232\\nFACTURA NO.: 9539548\\nAUTORIZACION: 149572356\\nTELEFONO: 809-225-2132\\nFECHA: 20/05/2024  HORA: 15:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       55,000.00\\n    1  PROYECTO  DISENO DE PLANOS            25,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       80,000.00\\nITBIS 18% RD$      14,400.00\\nTOTAL RD$          94,400.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9156161\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 57924798\\n\\n--- FACTURA ---\\n\\nLASER 3D\\nLASER 3D EIRL\\nRNC EMISOR: 130878668\\nCLIENTE: PREMIER IT SOLUTION SRL\\nRNC CLIENTE: 131894552\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1449902610\\nFACTURA NO.: 4790228\\nAUTORIZACION: 199345697\\nTELEFONO: 809-746-7399\\nFECHA: 05/11/2024  HORA: 16:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,465.00\\n    2  UNIDAD    EQUIPO ELECTRICO            13,856.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,761.00\\n    3  UNIDAD    MATERIAL DE OFICINA          3,588.00\\n----------------------------------------------\\nSUBTOTAL RD$       21,670.00\\nITBIS RD$       3,900.60\\nTOTAL RD$          25,570.60\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 8133554\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nEDILEHINY ANDREINA GERMAN OVANDO\\nEDILEHINY ANDREINA GERMAN OVANDO\\nRNC 40213695618\\nCLIENTE: ANA MARIA MORENO MEJIA DE BELISARIO\\nRNC CLIENTE: 00100575836\\nFACTURA DE CREDITO FISCAL\\nNCF: E320616095725\\nFACTURA NO.: 0369905\\nAUTORIZACION: 676723807\\nTELEFONO: 809-392-6170\\nFECHA: 23/11/2025  HORA: 08:56\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    379.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 29,435.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       29,814.00\\nITBIS 18% RD$       5,366.52\\nTOTAL RD$          35,180.52\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 355183\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nRODGONZ GROUP\\nRODGONZ GROUP SRL\\nRNC: 133019507\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO\\nPARROQUIAL SA\\nRNC CLIENTE: 430187089\\nFACTURA DE CREDITO FISCAL\\nNCF E449328326069\\nFACTURA NO.: 6313051\\nAUTORIZACION: 912724408\\nTELEFONO: 809-909-1476\\nFECHA: 30/04/2025  HORA: 09:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    9  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                     711.00\\n  275  PIE       ALAMBRE ELECTRICO THHN NO.\\n                 12\\n                                  10,450.00\\n    9  UNIDAD    INTERRUPTOR SENCILLO\\n                                   1,638.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                  20,957.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       33,756.50\\nITBIS 18% RD$       6,076.17\\nTOTAL RD$          39,832.67\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 408543\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 46995788\"}","template_ids":[5,6,9,0],"business_categories":["colmado_alimentos","comercio_general","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["501856321","130878668","40213695618","133019507"],"invoice_ids":["inv_dc5f7fad1419b2a86532","inv_24380bf5755c7f8c5ae5","inv_670aaa9414c53a59df0b","inv_2bb084c85e2719c7e575"],"observation_id":"obs_fa6debba93b9e0912c2f","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.16,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.997,"brightness_factor":1.02,"blur_sigma":0.117,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":24.79,"jpeg_quality":93,"documents":[{"rotation_deg":-0.368,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.451,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.591,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.262,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":4301752834080456331,"difficulty":"very_hard","split":"validation"}
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{"image":"images/606_007856.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430342718\",\"ncf\":\"E312776589308\",\"fecha_comprobante\":\"20251015\",\"monto_facturado_servicios\":204431.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"101025026\",\"ncf\":\"B0185860327\",\"fecha_comprobante\":\"20250308\",\"monto_facturado_servicios\":1764.99,\"monto_facturado_bienes\":22726.00,\"itbis_facturado\":4408.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"RESIDENCIAL TORRE REAL VII\\nRESIDENCIAL TORRE REAL VII\\nRNC EMISOR: 430342718\\nCLIENTE: CONSTRUCTORA CALIZA S A\\nRNC CLIENTE: 123005113\\nFACTURA DE CREDITO FISCAL\\nNCF E312776589308\\nFACTURA NO.: 4027970\\nAUTORIZACION: 454518630\\nTELEFONO: 809-810-6623\\nFECHA: 15/10/2025  HORA: 15:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   26,058.00\\n    1  SERVICIO  COMISION INMOBILIARIA      178,373.00\\n----------------------------------------------\\nSUBTOTAL RD$      204,431.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         204,431.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4864251\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMEJIA Y TRONCOSO C POR A\\nMEJIA Y TRONCOSO C POR A\\nRNC: 101025026\\nCLIENTE: CASTMONT BILDING SRL\\nRNC CLIENTE: 132243277\\nFACTURA DE CREDITO FISCAL\\nNCF B0185860327\\nFACTURA NO.: 2628443\\nAUTORIZACION: 260223308\\nTELEFONO: 809-917-8784\\nFECHA: 08/03/2025  HORA: 17:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,942.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,764.99\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  16,784.00\\n-------------------------------------------\\nSUBTOTAL RD$       24,490.99\\nITBIS 18% RD$       4,408.38\\nTOTAL RD$          28,899.37\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3034995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 70307564\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[2,5],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430342718","101025026"],"invoice_ids":["inv_05f668cb8245c9b3c9bf","inv_e0671bc103cd379eece6"],"observation_id":"obs_1a6752090546b0aff58b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.824,"brightness_factor":1.06,"blur_sigma":0.366,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.13,"jpeg_quality":88,"documents":[{"rotation_deg":-0.273,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.909,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17568870700288887473,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 37853653\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAC\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA & CONSTRUCTORA JONRAL\\nRNC EMISOR: 132354397\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PUNCAN ANIMAL RESCUE INC\\nRNC CLIENTE: 430306509\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0122638672\\nFACTURA NO.: 9366863\\nAUTORIZACION: 10294615\\nTELEFONO: 809-618-7319\\nFECHA: 26/09/2024  HORA: 16:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    9  UNIDAD    INTERRUPTOR SENCILLO           904.50\\n    3  DIA       ALQUILER TALADRO PERCUTOR    2,553.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,457.50\\nIMPUESTO ITBIS RD$         622.35\\nTOTAL RD$           4,079.85\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1686977\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 77494686\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nArchivado\\n\\n--- FACTURA ---\\n\\nMAMITA S FARM\\nRNC EMISOR: 132155734\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVIRUEDAS S A\\nRNC CLIENTE: 101544376\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317703284781\\nFACTURA NO.: 3498472\\nAUTORIZACION: 943098861\\nTELEFONO: 809-275-3270\\nFECHA: 13/02/2025  HORA: 12:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     904.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,939.95\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,250.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     524.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,618.90\\nIMPUESTO ITBIS RD$       1,371.40\\nTOTAL RD$           8,990.30\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 591778\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007881.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132251972\",\"ncf\":\"B1591425869\",\"fecha_comprobante\":\"20251215\",\"monto_facturado\":304139.94,\"itbis_facturado\":54745.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":358885.13,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"22301517649\",\"ncf\":\"E456036450820\",\"fecha_comprobante\":\"20240328\",\"monto_facturado\":36828.95,\"itbis_facturado\":4978.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":26390.94,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15416.62,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LACIG REAL ESTATE\\nRNC EMISOR: 132933682\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REGIAS ALQUILERES Y EVENTOS SRL\\nRNC CLIENTE: 132251972\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1591425869\\nFACTURA NO.: 5070798\\nAUTORIZACION: 356384720\\nTELEFONO: 809-649-6940\\nFECHA: 15/12/2025  HORA: 16:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      130,972.00\\n    1  MES       ALQUILER DE LOCAL          159,385.95\\n    1  SERVICIO  TASACION DE PROPIEDAD       13,781.99\\n----------------------------------------------\\nSUBTOTAL RD$      304,139.94\\nIMPUESTO ITBIS RD$      54,745.19\\nTOTAL RD$         358,885.13\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1350906\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 77869582\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nIMPORT & EXPORT OF AGRICULTURAL PRODUCTS U\\nRNC EMISOR: 132033401\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBERTO                        REYES HE\\nRNC CLIENTE: 22301517649\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456036450820\\nFACTURA NO.: 2912775\\nAUTORIZACION: 917107521\\nTELEFONO: 809-740-6840\\nFECHA: 28/03/2024  HORA: 15:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  QUINTAL   ARROZ EN CASCARA             4,404.00\\n    1  SERVICIO  SERVICIO DE COSECHA         21,307.95\\n    3  UNIDAD    SEMILLAS CERTIFICADAS        6,351.00\\n    2  UNIDAD    PLATANO BARAHONERO              36.00\\n    5  QUINTAL   FRUTAS FRESCAS               4,730.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       36,828.95\\nITBIS 18% RD$       4,978.61\\nTOTAL RD$          41,807.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 8232489\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 69037289\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nVERIFICADO\"}","template_ids":[4,11],"business_categories":["inmobiliario","agricultura"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132933682","132033401"],"invoice_ids":["inv_6a6024f029914e468888","inv_1c94d47537b81defc6d4"],"observation_id":"obs_a024a96cdec888ae338e","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":4.81,"augmentation_metadata":{"downscale_factor":0.818,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.882,"brightness_factor":0.976,"blur_sigma":0.107,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":56.08,"jpeg_quality":86,"documents":[{"rotation_deg":2.95,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.625,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17675713181837272621,"difficulty":"hard","split":"train"}
{"image":"images/606_007882.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130387461\",\"ncf\":\"B0155724518\",\"fecha_comprobante\":\"20241216\",\"monto_facturado_servicios\":1649.50,\"monto_facturado_bienes\":38086.00,\"itbis_facturado\":7152.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"FRANLIN MEJIA INDUSTRIAL\\nFRANKLIN MEJIA INDUSTRIAL S R L\\nRNC EMISOR: 130387461\\nCLIENTE: PAISAJES TROPICALES LESLIE DIPRE\\nSRL\\nRNC CLIENTE: 131551612\\nFACTURA DE CREDITO FISCAL\\nNCF B0155724518\\nFACTURA NO.: 9198681\\nAUTORIZACION: 429767238\\nTELEFONO: 809-566-7765\\nFECHA: 16/12/2024  HORA: 16:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  19,400.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,649.50\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,782.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  16,904.00\\n-------------------------------------------\\nSUB-TOTAL RD$       39,735.50\\nITBIS RD$       7,152.39\\nTOTAL RD$          46,887.89\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8321809\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 94812484\\nARCHIVADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130387461"],"invoice_ids":["inv_60400b4969dbcbb8d5f9"],"observation_id":"obs_223fb83a0c3c474a8b8b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.15,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.796,"brightness_factor":1.068,"blur_sigma":0.346,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.14,"jpeg_quality":89,"documents":[{"rotation_deg":1.008,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15215378218163853634,"difficulty":"medium","split":"test"}
{"image":"images/607_007883.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131201598\",\"ncf\":\"B1532805769\",\"fecha_comprobante\":\"20250227\",\"monto_facturado\":28182.50,\"itbis_facturado\":5072.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":20214.51,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13040.84,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"22300683541\",\"ncf\":\"B0243515363\",\"fecha_comprobante\":\"20250331\",\"monto_facturado\":977423.50,\"itbis_facturado\":175936.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":385.04,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1153744.77,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00800039653\",\"ncf\":\"B1556261919\",\"fecha_comprobante\":\"20240531\",\"monto_facturado\":3111.00,\"itbis_facturado\":559.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3670.98,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DR PARTNERS INVESTMENT GROUP CORP\\nRNC EMISOR: 130868743\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RALF SUPLIDORES DIVERSOS SRL\\nRNC CLIENTE: 131201598\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1532805769\\nFACTURA NO.: 0364973\\nAUTORIZACION: 478161466\\nTELEFONO: 809-591-1654\\nFECHA: 27/02/2025  HORA: 18:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,161.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,798.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,612.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     611.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       28,182.50\\nITBIS RD$       5,072.85\\nTOTAL RD$          33,255.35\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 4246043\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 95592926\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\\n\\n--- FACTURA ---\\n\\nSKY FRONED PROPERTIES SFPRD\\nRNC EMISOR: 133564475\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMILY GLORICEL BRITO MATEO\\nRNC CLIENTE: 22300683541\\nFACTURA DE CREDITO FISCAL\\nNCF B0243515363\\nFACTURA NO.: 4025105\\nAUTORIZACION: 488608078\\nTELEFONO: 809-204-9442\\nFECHA: 31/03/2025  HORA: 17:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   11,172.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,475.50\\n    3  SERVICIO  COMISION INMOBILIARIA      364,029.00\\n    4  MES       ALQUILER DE LOCAL          555,144.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       37,603.00\\n----------------------------------------------\\nSUB-TOTAL RD$      977,423.50\\nITBIS RD$     175,936.23\\nOTROS IMPUESTOS RD$     385.04\\nTOTAL RD$       1,153,744.77\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9465613\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 39703054\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nCHANG LONG IMPORT\\nRNC EMISOR: 130549974\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE FABIAN SORIANO\\nRNC CLIENTE: 00800039653\\nFACTURA DE CREDITO FISCAL\\nNCF: B1556261919\\nFACTURA NO.: 0615621\\nAUTORIZACION: 434115926\\nTELEFONO: 809-618-8269\\nFECHA: 31/05/2024  HORA: 09:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,111.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,111.00\\nITBIS RD$         559.98\\nTOTAL RD$           3,670.98\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5025187\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_007886.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132299418\",\"ncf\":\"E320206654459\",\"fecha_comprobante\":\"20240514\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1395.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"GONZALEZ MENDEZ COMPANY\\nGONZALEZ MENDEZ COMPANY SRL\\nRNC 132299418\\nCLIENTE: WLR PC STORE SRL\\nRNC CLIENTE: 132196155\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320206654459\\nFACTURA NO.: 2939227\\nAUTORIZACION: 136101387\\nTELEFONO: 809-204-1399\\nFECHA: 14/05/2024  HORA: 14:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,395.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,395.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$           1,395.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1707392\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 85351107\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo a oficina\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132299418"],"invoice_ids":["inv_9bbd30dfc0bbaa67f78e"],"observation_id":"obs_6fa595931fd259e90c0c","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.47,"augmentation_metadata":{"downscale_factor":0.779,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.885,"brightness_factor":0.963,"blur_sigma":0.536,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":27.18,"jpeg_quality":85,"documents":[{"rotation_deg":-2.341,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7262797397498057689,"difficulty":"hard","split":"test"}
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{"image":"images/606_007890.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"111126428\",\"ncf\":\"E320488619628\",\"fecha_comprobante\":\"20250416\",\"monto_facturado_servicios\":287.95,\"monto_facturado_bienes\":1469.50,\"itbis_facturado\":316.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430404047\",\"ncf\":\"E315744782210\",\"fecha_comprobante\":\"20250413\",\"monto_facturado_servicios\":218880.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":39398.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"SUCS DE HERMENEGILDO ROBLES\\nSUCS DE HERMENEGILDO ROBLES\\nRNC EMISOR: 111126428\\nCLIENTE: CANOPUS SRL\\nRNC CLIENTE: 131890865\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E320488619628\\nFACTURA NO.: 8856754\\nAUTORIZACION: 921063650\\nTELEFONO: 809-226-4522\\nFECHA: 16/04/2025  HORA: 16:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,469.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     287.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,757.45\\nITBIS 18% RD$         316.34\\nTOTAL RD$           2,073.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2387402\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 47610624\\nSDH\\nProcesado\\n\\n--- FACTURA ---\\n\\nFUNDACION FAMILIAR APELLIDO BURET Y ALLEGA\\nFUNDACION FAMILIAR APELLIDO BURET Y ALLEGADOS FU\\nRNC: 430404047\\nCLIENTE: ENMANUEL ANTONIO MARTINEZ LIRIANO\\nRNC CLIENTE: 03104845759\\nFACTURA DE CREDITO FISCAL\\nNCF: E315744782210\\nFACTURA NO.: 2719611\\nAUTORIZACION: 619997099\\nTELEFONO: 809-965-4237\\nFECHA: 13/04/2025  HORA: 09:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  PAGINA    TRADUCCION DE DOCUMENTOS     6,380.00\\n    1  PROYECTO  DISENO DE PLANOS           135,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   77,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      218,880.00\\nIMPUESTO ITBIS RD$      39,398.40\\nTOTAL RD$         258,278.40\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6913123\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["111126428","430404047"],"invoice_ids":["inv_d9066706d76c10ad6fe8","inv_f8fc8c2869c81a370858"],"observation_id":"obs_aa98c386be19c3026730","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.34,"augmentation_metadata":{"downscale_factor":0.744,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.11,"brightness_factor":0.988,"blur_sigma":0.516,"crop_applied":false,"camera_distance_factors":[0.949,0.906],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":87.31,"jpeg_quality":74,"documents":[{"rotation_deg":1.294,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.16,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"SDH"},{"kind":"none","text":""}]},"num_invoices":2,"seed":1536556505027864031,"difficulty":"medium","split":"train"}
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{"image":"images/606_007892.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133735253\",\"ncf\":\"B0118040695\",\"fecha_comprobante\":\"20250503\",\"monto_facturado_servicios\":965.50,\"monto_facturado_bienes\":7958.80,\"itbis_facturado\":1606.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"130532982\",\"ncf\":\"E322606393025\",\"fecha_comprobante\":\"20240430\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":33812.96,\"itbis_facturado\":6086.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132292227\",\"ncf\":\"E441880228945\",\"fecha_comprobante\":\"20241223\",\"monto_facturado_servicios\":663550.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":119439.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"VACUNAPED\\nVACUNAPED SRL\\nRNC 133735253\\nCLIENTE: ANEURI JOSE MARTINEZ PANIAGUA\\nRNC CLIENTE: 02601330851\\nFACTURA DE CREDITO FISCAL\\nNCF B0118040695\\nFACTURA NO.: 7686381\\nAUTORIZACION: 469187663\\nTELEFONO: 809-343-3417\\nFECHA: 03/05/2025  HORA: 10:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     965.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,475.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,483.80\\n-------------------------------------------\\nSUB-TOTAL RD$        8,924.30\\nIMPUESTO ITBIS RD$       1,606.37\\nTOTAL RD$          10,530.67\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3369580\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 81069617\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nV\\nProcesado\\n\\n--- FACTURA ---\\n\\nSORIGAS\\nSORIGAS SRL\\nRNC 130532982\\nCLIENTE: MAPIEL EIRL\\nRNC CLIENTE: 130735581\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322606393025\\nFACTURA NO.: 8758548\\nAUTORIZACION: 370163963\\nTELEFONO: 809-226-8452\\nFECHA: 30/04/2024  HORA: 18:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          2,022.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        25,771.96\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         5,455.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            564.00\\n----------------------------------------------\\nSUBTOTAL RD$       33,812.96\\nITBIS RD$       6,086.33\\nTOTAL RD$          39,899.29\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6364724\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 52196614\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA DASKAC\\nINMOBILIARIA DASKAC SRL\\nRNC 132292227\\nCLIENTE: TOMAS ALBERTO CASTRO\\nRNC CLIENTE: 00107376360\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441880228945\\nFACTURA NO.: 3803308\\nAUTORIZACION: 483903340\\nTELEFONO: 809-989-6889\\nFECHA: 23/12/2024  HORA: 09:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          394,455.00\\n    1  SERVICIO  COMISION INMOBILIARIA      186,463.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   18,832.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       36,795.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   27,005.00\\n----------------------------------------------\\nSUBTOTAL RD$      663,550.50\\nITBIS RD$     119,439.09\\nTOTAL RD$         782,989.59\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7526853\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007901.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00200087369\",\"ncf\":\"E441030308415\",\"fecha_comprobante\":\"20240330\",\"monto_facturado\":20230.82,\"itbis_facturado\":3641.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":23872.37}],\"ocr\":\"REFRICLI SERVICES\\nRNC EMISOR: 132161564\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON ANTONIO MATOS MEDINA\\nRNC CLIENTE: 00200087369\\nFACTURA DE CREDITO FISCAL\\nNCF: E441030308415\\nFACTURA NO.: 2436951\\nAUTORIZACION: 218833351\\nTELEFONO: 809-564-6933\\nFECHA: 30/03/2024  HORA: 16:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA            959.85\\n    1  SERVICIO  SERVICIO DE ENTREGA            417.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         5,852.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        13,001.97\\n----------------------------------------------\\nSUB-TOTAL RD$       20,230.82\\nITBIS 18% RD$       3,641.55\\nTOTAL RD$          23,872.37\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 1220572\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 75995236\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132161564"],"invoice_ids":["inv_a16de327bc1e3a9c9f37"],"observation_id":"obs_391193a0c5aa0cda7c5a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.25,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.013,"brightness_factor":0.944,"blur_sigma":0.375,"crop_applied":false,"camera_distance_factors":[0.981],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.08,"jpeg_quality":80,"documents":[{"rotation_deg":-2.901,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7944288517930371872,"difficulty":"medium","split":"train"}
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{"image":"images/607_007903.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101807032\",\"ncf\":\"E451536648875\",\"fecha_comprobante\":\"20251101\",\"monto_facturado\":92511.99,\"itbis_facturado\":16652.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":109164.15,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COMPAÑIA COROMINAS YEARA\\nRNC EMISOR: 131989039\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BAGOM SRL\\nRNC CLIENTE: 101807032\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451536648875\\nFACTURA NO.: 7983369\\nAUTORIZACION: 431391909\\nTELEFONO: 809-613-7769\\nFECHA: 01/11/2025  HORA: 09:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   25,237.99\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   25,919.00\\n    1  MES       ALQUILER DE LOCAL           41,355.00\\n----------------------------------------------\\nSUBTOTAL RD$       92,511.99\\nITBIS 18% RD$      16,652.16\\nTOTAL RD$         109,164.15\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1853995\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 46212802\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[2],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["131989039"],"invoice_ids":["inv_4b4ad655c8e65872e6b9"],"observation_id":"obs_ca89f26e21f174376c82","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.984,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":28.71,"jpeg_quality":97,"documents":[{"rotation_deg":0.037,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10629118583404980269,"difficulty":"clean","split":"train"}
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{"image":"images/606_007906.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132639146\",\"ncf\":\"B1520206657\",\"fecha_comprobante\":\"20240910\",\"monto_facturado_servicios\":34268.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6168.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CARPIO HIDALGO CONSULTORA SRL\\nCARPIO HIDALGO CONSULTORA SRL\\nRNC: 132639146\\nCLIENTE: VALENTIN TORRES FELIZ\\nRNC CLIENTE: 00110284460\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1520206657\\nFACTURA NO.: 3744777\\nAUTORIZACION: 444057567\\nTELEFONO: 809-383-6018\\nFECHA: 10/09/2024  HORA: 11:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   13  PAGINA    TRADUCCION DE DOCUMENTOS    34,268.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       34,268.00\\nITBIS RD$       6,168.24\\nTOTAL RD$          40,436.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5677869\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 57006132\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132639146"],"invoice_ids":["inv_4961da440ba54b9a0f58"],"observation_id":"obs_3322c54f6c3e6493b30a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.96,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":1.033,"brightness_factor":0.992,"blur_sigma":0.112,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.24,"jpeg_quality":91,"documents":[{"rotation_deg":0.51,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7811467243277132451,"difficulty":"light","split":"train"}
{"image":"images/607_007907.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102498383\",\"ncf\":\"E319097859789\",\"fecha_comprobante\":\"20240911\",\"monto_facturado\":143000.00,\"itbis_facturado\":25740.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":168740.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO MARSAL COMERCIAL INC\\nRNC EMISOR: 131261906\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIOLICE DEL CARMEN ROSARIO ABREU DE ESP\\nRNC CLIENTE: 00102498383\\nFACTURA DE CREDITO FISCAL\\nNCF: E319097859789\\nFACTURA NO.: 9972206\\nAUTORIZACION: 179186174\\nTELEFONO: 809-823-1750\\nFECHA: 11/09/2024  HORA: 09:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    82,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   18,000.00\\n    1  CASO      REPRESENTACION LEGAL        43,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      143,000.00\\nIMPUESTO ITBIS RD$      25,740.00\\nTOTAL RD$         168,740.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6194632\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 51643949\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131261906"],"invoice_ids":["inv_1b6f97fc770690e69dd1"],"observation_id":"obs_5822fa797e8a2d5ea201","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.989,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":98,"documents":[{"rotation_deg":0.02,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":981265475238981615,"difficulty":"clean","split":"train"}
{"image":"images/606_007908.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03600278505\",\"ncf\":\"B0260487089\",\"fecha_comprobante\":\"20240421\",\"monto_facturado_servicios\":674.50,\"monto_facturado_bienes\":18844.75,\"itbis_facturado\":3513.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"RAFAEL MODESTO LOVERAS BORGES\\nRAFAEL MODESTO LOVERAS BORGES\\nRNC EMISOR: 03600278505\\nCLIENTE: ALBERTO FROMETA GONZALEZ\\nRNC CLIENTE: 04701274112\\nFACTURA DE CREDITO FISCAL\\nNCF: B0260487089\\nFACTURA NO.: 1751595\\nAUTORIZACION: 352736627\\nTELEFONO: 809-721-9981\\nFECHA: 21/04/2024  HORA: 16:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,414.85\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     709.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     674.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,155.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   7,565.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,519.25\\nIMPUESTO ITBIS RD$       3,513.47\\nTOTAL RD$          23,032.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7574057\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 91903742\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRML\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03600278505"],"invoice_ids":["inv_c874d7bae9a56820d2f5"],"observation_id":"obs_1d4fc10bb0d26e4b5802","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.65,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.0,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.36,"jpeg_quality":96,"documents":[{"rotation_deg":0.029,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RML"}]},"num_invoices":1,"seed":6295889596771296411,"difficulty":"clean","split":"train"}
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{"image":"images/607_007911.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131698808\",\"ncf\":\"E319217021565\",\"fecha_comprobante\":\"20250630\",\"monto_facturado\":7500.00,\"itbis_facturado\":1350.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":8850.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133026465\",\"ncf\":\"B0153047148\",\"fecha_comprobante\":\"20250130\",\"monto_facturado\":2014.50,\"itbis_facturado\":362.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":2377.11}],\"ocr\":\"MOBERCA INGENIERIA\\nRNC EMISOR: 132005872\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANUS CAPITAL CORP\\nRNC CLIENTE: 131698808\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319217021565\\nFACTURA NO.: 3047233\\nAUTORIZACION: 559023587\\nTELEFONO: 809-542-6861\\nFECHA: 30/06/2025  HORA: 17:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA             7,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,500.00\\nIMPUESTO ITBIS RD$       1,350.00\\nTOTAL RD$           8,850.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4717272\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 16318849\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCARMAX C POR A\\nRNC EMISOR: 101714001\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: L OCÉANE SRL\\nRNC CLIENTE: 133026465\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0153047148\\nFACTURA NO.: 5561809\\nAUTORIZACION: 872335538\\nTELEFONO: 809-705-3431\\nFECHA: 30/01/2025  HORA: 18:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            891.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,123.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        2,014.50\\nITBIS RD$         362.61\\nTOTAL RD$           2,377.11\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 3361359\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 97027585\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\"}","template_ids":[4,2],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132005872","101714001"],"invoice_ids":["inv_5201d155a1b69200382e","inv_b6d219fcc81842ccae6b"],"observation_id":"obs_9a1dc7cbe938f68e50fa","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.038,"brightness_factor":0.975,"blur_sigma":0.239,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.06,"jpeg_quality":96,"documents":[{"rotation_deg":-0.463,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.17,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":7261046938019877907,"difficulty":"medium","split":"validation"}
{"image":"images/606_007912.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131533541\",\"ncf\":\"E451896951230\",\"fecha_comprobante\":\"20240809\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":23578.00,\"itbis_facturado\":4244.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FORINS\\nFORINS SRL\\nRNC EMISOR: 131533541\\nCLIENTE: LUZ CRECEIDA SANTANA GERMAN GERMAN\\nRNC CLIENTE: 00104111042\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451896951230\\nFACTURA NO.: 6941233\\nAUTORIZACION: 473310297\\nTELEFONO: 809-896-7866\\nFECHA: 09/08/2024  HORA: 12:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            20,290.00\\n    4  UNIDAD    MATERIAL DE OFICINA          3,288.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,578.00\\nITBIS RD$       4,244.04\\nTOTAL RD$          27,822.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5475442\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 94220895\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131533541"],"invoice_ids":["inv_37bf171cde45089a4a24"],"observation_id":"obs_d570951f6081e1f1aea8","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.005,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.31,"jpeg_quality":97,"documents":[{"rotation_deg":-0.042,"perspective":0.0,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10688497599709369257,"difficulty":"clean","split":"train"}
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{"image":"images/606_007914.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131440509\",\"ncf\":\"B1542350305\",\"fecha_comprobante\":\"20240131\",\"monto_facturado_servicios\":3496.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":629.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"03700104346\",\"ncf\":\"E459283470108\",\"fecha_comprobante\":\"20240131\",\"monto_facturado_servicios\":1368.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":246.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INVERSIONES PASTO ALTO BAVARO\\nINVERSIONES PASTO ALTO BAVARO SRL\\nRNC 131440509\\nCLIENTE: FERRETERIA BEARD S A\\nRNC CLIENTE: 102627142\\nFACTURA DE CREDITO FISCAL\\nNCF B1542350305\\nFACTURA NO.: 9607370\\nAUTORIZACION: 391700513\\nTELEFONO: 809-776-8113\\nFECHA: 31/01/2024  HORA: 19:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALQUILER DE VEHICULO         3,496.95\\n----------------------------------------------\\nSUBTOTAL RD$        3,496.95\\nITBIS RD$         629.45\\nTOTAL RD$           4,126.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6373700\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 75369200\\n\\n--- FACTURA ---\\n\\nLIBRERIA Y PAPELERIA RIPOLL\\nALEJANDRO RIPOLL SANTANA\\nRNC EMISOR: 03700104346\\nCLIENTE: CAMILLE ISABEL TEZANOS DE LARA\\nRNC CLIENTE: 40237298332\\nFACTURA DE CREDITO FISCAL\\nNCF E459283470108\\nFACTURA NO.: 8000398\\nAUTORIZACION: 177472235\\nTELEFONO: 809-290-9925\\nFECHA: 31/01/2024  HORA: 12:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,368.50\\n-------------------------------------------\\nSUBTOTAL RD$        1,368.50\\nIMPUESTO ITBIS RD$         246.33\\nTOTAL RD$           1,614.83\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4734603\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 65792535\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRecibido\"}","template_ids":[2,5],"business_categories":["transporte","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131440509","03700104346"],"invoice_ids":["inv_2b69f8819b6ed34bc147","inv_cd219a4cd816deffa7be"],"observation_id":"obs_d22d0623ead7fe1dd633","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":5.03,"augmentation_metadata":{"downscale_factor":0.777,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.883,"brightness_factor":0.956,"blur_sigma":0.255,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":42.11,"jpeg_quality":88,"documents":[{"rotation_deg":-0.784,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.522,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5185235391150548609,"difficulty":"hard","split":"train"}
{"image":"images/607_007915.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01000818748\",\"ncf\":\"B1460838051\",\"fecha_comprobante\":\"20240329\",\"monto_facturado\":219000.00,\"itbis_facturado\":39420.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":258420.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGROPECUARIA POUERIET AGRORIET\\nRNC EMISOR: 132733551\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISIDRO BAEZ\\nRNC CLIENTE: 01000818748\\nFACTURA DE CREDITO FISCAL\\nNCF B1460838051\\nFACTURA NO.: 6367712\\nAUTORIZACION: 324374813\\nTELEFONO: 809-727-5362\\nFECHA: 29/03/2024  HORA: 16:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       50,000.00\\n    1  CASO      REPRESENTACION LEGAL        50,500.00\\n    1  SERVICIO  ASESORIA TECNICA            22,500.00\\n    1  PROYECTO  DISENO DE PLANOS            83,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      219,000.00\\nIMPUESTO ITBIS RD$      39,420.00\\nTOTAL RD$         258,420.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1734079\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 82615500\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132733551"],"invoice_ids":["inv_07c462185e9d2f494b8e"],"observation_id":"obs_914f3f5dd4ecf73daee5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.17,"augmentation_metadata":{"downscale_factor":0.876,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":1.055,"brightness_factor":0.846,"blur_sigma":0.389,"crop_applied":false,"camera_distance_factors":[0.923],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.26,"jpeg_quality":88,"documents":[{"rotation_deg":-0.447,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5963986963396247592,"difficulty":"medium","split":"train"}
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{"image":"images/606_007918.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130648311\",\"ncf\":\"E315616691394\",\"fecha_comprobante\":\"20250731\",\"monto_facturado_servicios\":105000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"00100854249\",\"ncf\":\"E456456390757\",\"fecha_comprobante\":\"20250108\",\"monto_facturado_servicios\":123500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"PLANE SNACK BAR\\nAMERICO MATOS\\nRNC EMISOR: 130648311\\nCLIENTE: DIANA`S BOUTIQUE S A\\nRNC CLIENTE: 101542365\\nFACTURA DE CREDITO FISCAL\\nNCF: E315616691394\\nFACTURA NO.: 6384133\\nAUTORIZACION: 142041053\\nTELEFONO: 809-291-4988\\nFECHA: 31/07/2025  HORA: 10:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       3,000.00\\n    1  VISITA    INSPECCION TECNICA          20,000.00\\n    1  SERVICIO  ASESORIA TECNICA            32,500.00\\n    1  PROYECTO  DISENO DE PLANOS            49,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      105,000.00\\nITBIS 18% RD$      18,900.00\\nTOTAL RD$         123,900.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2002026\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 78355742\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nTEOFILO JOSE ALEJANDRO GARCIA SIMO\\nTEOFILO JOSE ALEJANDRO GARCIA SIMO\\nRNC EMISOR: 00100854249\\nCLIENTE: EDWIN ARGELIS GARCIA BETANCES\\nRNC CLIENTE: 05401067656\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456456390757\\nFACTURA NO.: 1437475\\nAUTORIZACION: 874817333\\nTELEFONO: 809-799-5105\\nFECHA: 08/01/2025  HORA: 08:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  16,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  15,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  92,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      123,500.00\\nITBIS 18% RD$      22,230.00\\nTOTAL RD$         145,730.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7683155\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 81592801\\nTJA\"}","template_ids":[4,1],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130648311","00100854249"],"invoice_ids":["inv_85c8d0abc6959a0e3032","inv_36ff7a615a58806277be"],"observation_id":"obs_898bec40a3a5547c9c9c","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":4.53,"augmentation_metadata":{"downscale_factor":0.447,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":1.0,"brightness_factor":0.851,"blur_sigma":0.594,"crop_applied":false,"camera_distance_factors":[0.931,0.949],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":70.01,"jpeg_quality":78,"documents":[{"rotation_deg":-2.329,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.799,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"TJA"}]},"num_invoices":2,"seed":1471224177715847231,"difficulty":"very_hard","split":"train"}
{"image":"images/607_007919.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"102343691\",\"ncf\":\"B1588408732\",\"fecha_comprobante\":\"20241010\",\"monto_facturado\":7606.99,\"itbis_facturado\":1369.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":8976.25,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO FRANCISCO ANTONI\\nRNC EMISOR: 430226262\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUINDSA SUPLIDORES INDUSTRIALES S\\nA\\nRNC CLIENTE: 102343691\\nFACTURA DE CREDITO FISCAL\\nNCF B1588408732\\nFACTURA NO.: 9784452\\nAUTORIZACION: 594372504\\nTELEFONO: 809-298-2169\\nFECHA: 10/10/2024  HORA: 10:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,674.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     468.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,464.99\\n-------------------------------------------\\nSUBTOTAL RD$        7,606.99\\nITBIS RD$       1,369.26\\nTOTAL RD$           8,976.25\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3884291\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 79884741\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nJDC\\nCompra almacen\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430226262"],"invoice_ids":["inv_af6ecbe2d2c07bc857dc"],"observation_id":"obs_6975f30ce2361915739b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.0,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.826,"brightness_factor":1.032,"blur_sigma":0.381,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.91,"jpeg_quality":81,"documents":[{"rotation_deg":1.07,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JDC"}]},"num_invoices":1,"seed":16937748936883625369,"difficulty":"medium","split":"train"}
{"image":"images/606_007920.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40214121382\",\"ncf\":\"B1529031637\",\"fecha_comprobante\":\"20250920\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":292.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"RAFAEL ANTONIO PAREDES ENCARNACION\\nRAFAEL ANTONIO PAREDES ENCARNACION\\nRNC EMISOR: 40214121382\\nCLIENTE: IMPRESOS A & B S A\\nRNC CLIENTE: 101635932\\nFACTURA DE CREDITO FISCAL\\nNCF: B1529031637\\nFACTURA NO.: 0422670\\nAUTORIZACION: 365484833\\nTELEFONO: 809-582-4879\\nFECHA: 20/09/2025  HORA: 14:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CARTON    HUEVOS CARTON 30 UNIDADES      292.99\\n----------------------------------------------\\nSUB-TOTAL RD$          292.99\\nITBIS RD$           0.00\\nTOTAL RD$             292.99\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3165030\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 17439722\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCompra almacen\"}","template_ids":[6],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["40214121382"],"invoice_ids":["inv_ef687a931f78016b5b0f"],"observation_id":"obs_9f7872ebb76b7a4ad9c4","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.38,"augmentation_metadata":{"downscale_factor":0.745,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.903,"brightness_factor":0.961,"blur_sigma":0.478,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":33.96,"jpeg_quality":82,"documents":[{"rotation_deg":2.895,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":518063573128945703,"difficulty":"hard","split":"train"}
{"image":"images/607_007921.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132489616\",\"ncf\":\"B0231345913\",\"fecha_comprobante\":\"20240714\",\"monto_facturado\":111282.00,\"itbis_facturado\":20030.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":131312.76,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DERMACARE DRA NIURKA MARTINEZ\\nRNC EMISOR: 132389395\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: L D J CARGO EXPRESS SRL\\nRNC CLIENTE: 132489616\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0231345913\\nFACTURA NO.: 8820370\\nAUTORIZACION: 71284065\\nTELEFONO: 809-933-8242\\nFECHA: 14/07/2024  HORA: 20:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  27,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  17,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  19,500.00\\n   18  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  46,782.00\\n-------------------------------------------\\nSUB-TOTAL RD$      111,282.00\\nIMPUESTO ITBIS RD$      20,030.76\\nTOTAL RD$         131,312.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7859954\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132389395"],"invoice_ids":["inv_8e4fc7090d93dfc9dcfc"],"observation_id":"obs_8bed9dd5d8f87d7f44ea","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":10.23,"augmentation_metadata":{"downscale_factor":0.888,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":1.003,"brightness_factor":1.013,"blur_sigma":0.241,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.95,"jpeg_quality":96,"documents":[{"rotation_deg":0.488,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10576787667217507938,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 51618944\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nDELMOCENES TERRERO LUCIANO\\nRNC EMISOR: 00108940008\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PEGGY IMPORT S A\\nRNC CLIENTE: 130462453\\nFACTURA DE CREDITO FISCAL\\nNCF: E324765330783\\nFACTURA NO.: 3712445\\nAUTORIZACION: 476188133\\nTELEFONO: 809-941-2739\\nFECHA: 28/06/2024  HORA: 13:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   25  PAGINA    TRADUCCION DE DOCUMENTOS    36,250.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    17,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   10,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   31,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       94,750.00\\nITBIS RD$      17,055.00\\nTOTAL RD$         111,805.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3973938\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 53595127\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nARCAN CASA Y BAÑO REPUBLICA DOMINICANA\\nRNC EMISOR: 131312111\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BOTESKY DEL CARIBE S A\\nRNC CLIENTE: 130255997\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327291012340\\nFACTURA NO.: 3854596\\nAUTORIZACION: 860948376\\nTELEFONO: 809-850-9278\\nFECHA: 17/08/2024  HORA: 14:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,708.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,230.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,034.75\\n-------------------------------------------\\nSUBTOTAL RD$        9,972.75\\nITBIS RD$       1,795.10\\nOTROS IMPUESTOS RD$      59.74\\nTOTAL RD$          11,827.59\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 5988299\\nGRACIAS POR SU COMPRA\"}","template_ids":[11,4,5],"business_categories":["restaurante","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["07000057799","00108940008","131312111"],"invoice_ids":["inv_b407632fc4c9ec27efab","inv_28948b6ec177b6dde09b","inv_59cb2673323b24358b67"],"observation_id":"obs_8b4a198acf1821041548","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.743,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.723,"brightness_factor":1.053,"blur_sigma":0.422,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.02,"jpeg_quality":88,"documents":[{"rotation_deg":0.731,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.64,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.182,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2867932256589477721,"difficulty":"hard","split":"train"}
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{"image":"images/607_007933.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102616794\",\"ncf\":\"E444633831686\",\"fecha_comprobante\":\"20250605\",\"monto_facturado\":125000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":125000.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE DOMINGO FADUL S A\\nRNC EMISOR: 102308446\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL ANTONIO PICHARDO GARCIA\\nRNC CLIENTE: 00102616794\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444633831686\\nFACTURA NO.: 2802034\\nAUTORIZACION: 287113543\\nTELEFONO: 809-228-1143\\nFECHA: 05/06/2025  HORA: 20:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    35,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    70,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      125,000.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         125,000.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3858284\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 47793246\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo a oficina\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["102308446"],"invoice_ids":["inv_14ec08519df3dc7414f1"],"observation_id":"obs_7697712e24437ed1fed1","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":1.022,"blue_scale":0.978,"contrast_factor":1.011,"brightness_factor":0.953,"blur_sigma":0.156,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.23,"jpeg_quality":84,"documents":[{"rotation_deg":0.182,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14064485224912203817,"difficulty":"hard","split":"train"}
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{"image":"images/607_007935.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00114834088\",\"ncf\":\"E446400877085\",\"fecha_comprobante\":\"20250827\",\"monto_facturado\":2589.95,\"itbis_facturado\":466.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3056.14,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRANSI DR WALLET\\nRNC EMISOR: 133605971\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSELINA FRIAS CABRAL\\nRNC CLIENTE: 00114834088\\nFACTURA DE CREDITO FISCAL\\nNCF E446400877085\\nFACTURA NO.: 2849205\\nAUTORIZACION: 850048879\\nTELEFONO: 809-521-4208\\nFECHA: 27/08/2025  HORA: 13:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             1,905.95\\n    1  SERVICIO  SERVICIO DE ENTREGA            684.00\\n----------------------------------------------\\nSUBTOTAL RD$        2,589.95\\nITBIS RD$         466.19\\nTOTAL RD$           3,056.14\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1165356\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 18180197\\nAPROBADO\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133605971"],"invoice_ids":["inv_e752788ab54b8fdef04e"],"observation_id":"obs_e3caf6afb5a25059af09","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":7.48,"augmentation_metadata":{"downscale_factor":0.609,"red_scale":1.044,"blue_scale":0.956,"contrast_factor":0.92,"brightness_factor":1.055,"blur_sigma":0.696,"crop_applied":false,"camera_distance_factors":[0.987],"legibility_scale_corrections":[0.0],"final_contrast_stddev":66.8,"jpeg_quality":80,"documents":[{"rotation_deg":1.617,"perspective":0.045,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15683277514175492896,"difficulty":"very_hard","split":"test"}
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{"image":"images/606_007938.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03101030538\",\"ncf\":\"B0267949799\",\"fecha_comprobante\":\"20250815\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":485.00,\"itbis_facturado\":87.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"AMBIORIS LEONEL MINIER PELAYO\\nAMBIORIS LEONEL MINIER PELAYO\\nRNC 03101030538\\nCLIENTE: ROSA EMILIA PUJOLS DE BELTRAN\\nRNC CLIENTE: 01300536388\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0267949799\\nFACTURA NO.: 3185496\\nAUTORIZACION: 424854446\\nTELEFONO: 809-231-6687\\nFECHA: 15/08/2025  HORA: 17:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REFRESCO\\n                                     485.00\\n-------------------------------------------\\nSUB-TOTAL RD$          485.00\\nIMPUESTO ITBIS RD$          87.30\\nTOTAL RD$             572.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8411325\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 93721787\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nALM\\nArchivado\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["03101030538"],"invoice_ids":["inv_de950ca63ebd52844a48"],"observation_id":"obs_322fbac619ba2ba39962","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.03,"augmentation_metadata":{"downscale_factor":0.758,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.737,"brightness_factor":1.067,"blur_sigma":0.614,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.88,"jpeg_quality":84,"documents":[{"rotation_deg":-0.109,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ALM"}]},"num_invoices":1,"seed":12345932495823015768,"difficulty":"medium","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 53333389\\nREVISADO\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO 10646 ANDRES AVE\\nRNC EMISOR: 430344494\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALMARYN S A\\nRNC CLIENTE: 101581298\\nFACTURA DE CREDITO FISCAL\\nNCF: E319323732468\\nFACTURA NO.: 7777750\\nAUTORIZACION: 679261165\\nTELEFONO: 809-802-3090\\nFECHA: 14/08/2024  HORA: 09:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,965.95\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,577.50\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,785.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,328.45\\nIMPUESTO ITBIS RD$       1,319.12\\nTOTAL RD$           8,647.57\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3832243\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nIMPRESOS TECNICOS S A\\nRNC EMISOR: 101566396\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JULIO ALBERTO JORGE BATISTA\\nRNC CLIENTE: 00112919279\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442444550525\\nFACTURA NO.: 8214150\\nAUTORIZACION: 726869584\\nTELEFONO: 809-516-4410\\nFECHA: 09/11/2025  HORA: 17:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            327.00\\n    1  UNIDAD    EQUIPO ELECTRICO             3,521.50\\n----------------------------------------------\\nSUB-TOTAL RD$        3,848.50\\nIMPUESTO ITBIS RD$         692.73\\nTOTAL RD$           4,541.23\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1223537\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007943.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130341575\",\"ncf\":\"E441820236689\",\"fecha_comprobante\":\"20240515\",\"monto_facturado\":123500.00,\"itbis_facturado\":22230.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":145730.00},{\"rnc\":\"03101131781\",\"ncf\":\"B0290680051\",\"fecha_comprobante\":\"20250116\",\"monto_facturado\":5716.98,\"itbis_facturado\":1029.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6746.04,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132277912\",\"ncf\":\"E452032942615\",\"fecha_comprobante\":\"20250223\",\"monto_facturado\":277142.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":277142.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YULIANA ESPERANZA PEREZ BRITO\\nRNC EMISOR: 40214870707\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JAQUEZ MONTERO INGENIERIA ESPECIALIZADA\\nRNC CLIENTE: 130341575\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441820236689\\nFACTURA NO.: 6004612\\nAUTORIZACION: 536907201\\nTELEFONO: 809-967-6642\\nFECHA: 15/05/2024  HORA: 15:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO        7,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       52,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       6,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   30,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      123,500.00\\nIMPUESTO ITBIS RD$      22,230.00\\nTOTAL RD$         145,730.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6773699\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 38833746\\nDETALLE DE SERVICIOS\\nCOPIA\\n\\n--- FACTURA ---\\n\\nINGENIERIA TECNICA S A\\nRNC EMISOR: 101590416\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HECTOR MIGUEL RODRIGUEZ SEVERINO\\nRNC CLIENTE: 03101131781\\nFACTURA DE CREDITO FISCAL\\nNCF: B0290680051\\nFACTURA NO.: 8440716\\nAUTORIZACION: 474442746\\nTELEFONO: 809-224-4836\\nFECHA: 16/01/2025  HORA: 13:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,399.00\\n    2  UNIDAD    MATERIAL DE OFICINA          1,611.98\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,706.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,716.98\\nITBIS 18% RD$       1,029.06\\nTOTAL RD$           6,746.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 886267\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nINVERSIONES EL PEJE\\nRNC EMISOR: 133098832\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCCIONES SUPLIDORES MANTENIMIENTO\\nRNC CLIENTE: 132277912\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452032942615\\nFACTURA NO.: 0263801\\nAUTORIZACION: 29659423\\nTELEFONO: 809-600-2028\\nFECHA: 23/02/2025  HORA: 12:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          253,586.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       19,039.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    4,517.00\\n----------------------------------------------\\nSUB-TOTAL RD$      277,142.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         277,142.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 2937758\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_007947.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130698716\",\"ncf\":\"E445736637279\",\"fecha_comprobante\":\"20240504\",\"monto_facturado\":20394.00,\"itbis_facturado\":3670.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":24064.92,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INMOBLIARIA PEREZ VINAS S A\\nRNC EMISOR: 101121203\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CODEMAKEUP INTERNATIONAL SRL\\nRNC CLIENTE: 130698716\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445736637279\\nFACTURA NO.: 9926317\\nAUTORIZACION: 856600973\\nTELEFONO: 809-258-7868\\nFECHA: 04/05/2024  HORA: 10:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        10,258.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,970.00\\n    4  UNIDAD    MATERIAL DE OFICINA          5,166.00\\n----------------------------------------------\\nSUBTOTAL RD$       20,394.00\\nITBIS RD$       3,670.92\\nTOTAL RD$          24,064.92\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7859868\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nCopia cliente\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101121203"],"invoice_ids":["inv_1d99028aa6cc684c2a54"],"observation_id":"obs_eb2f27d0fcd4434f6305","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":6.31,"augmentation_metadata":{"downscale_factor":0.888,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.916,"brightness_factor":0.986,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[0.983],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.65,"jpeg_quality":92,"documents":[{"rotation_deg":-0.436,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":775466806615292519,"difficulty":"light","split":"train"}
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{"image":"images/606_007954.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02601383009\",\"ncf\":\"B0137024667\",\"fecha_comprobante\":\"20251112\",\"monto_facturado_servicios\":617.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":111.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"YOLANDA MERCEDES\\nYOLANDA MERCEDES\\nRNC 02601383009\\nCLIENTE: EVEDU PREMIUM INVESTMENT SRL\\nRNC CLIENTE: 132377818\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0137024667\\nFACTURA NO.: 3398874\\nAUTORIZACION: 771996046\\nTELEFONO: 809-682-4272\\nFECHA: 12/11/2025  HORA: 08:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     617.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          617.00\\nIMPUESTO ITBIS RD$         111.06\\nTOTAL RD$             728.06\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 1198387\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 10579386\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["02601383009"],"invoice_ids":["inv_88e83b28be6eeb4e1979"],"observation_id":"obs_1910e2482e6984cb505e","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":9.65,"augmentation_metadata":{"downscale_factor":0.919,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.972,"brightness_factor":1.034,"blur_sigma":0.002,"crop_applied":false,"camera_distance_factors":[0.923],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.92,"jpeg_quality":92,"documents":[{"rotation_deg":-1.12,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16705674731853024723,"difficulty":"light","split":"train"}
{"image":"images/607_007955.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131244548\",\"ncf\":\"B1456854723\",\"fecha_comprobante\":\"20251003\",\"monto_facturado\":173683.45,\"itbis_facturado\":31263.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":85906.83,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":119039.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133410486\",\"ncf\":\"E311100374676\",\"fecha_comprobante\":\"20241116\",\"monto_facturado\":39500.00,\"itbis_facturado\":7110.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":46610.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUZ BETANIA FRANCES DE LA CRUZ\\nRNC EMISOR: 06900001113\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSFREIGHT SRL\\nRNC CLIENTE: 131244548\\nFACTURA DE CREDITO FISCAL\\nNCF: B1456854723\\nFACTURA NO.: 4789907\\nAUTORIZACION: 601983208\\nTELEFONO: 809-601-2270\\nFECHA: 03/10/2025  HORA: 20:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      137,653.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   10,068.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   25,961.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$      173,683.45\\nITBIS 18% RD$      31,263.02\\nTOTAL RD$         204,946.47\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1366469\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 93732127\\n\\n--- FACTURA ---\\n\\nNINA\\nRNC EMISOR: 102342571\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IBERICO PUNTA CANA CITY HOTEL SRL\\nRNC CLIENTE: 133410486\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311100374676\\nFACTURA NO.: 8311242\\nAUTORIZACION: 339403295\\nTELEFONO: 809-902-3836\\nFECHA: 16/11/2024  HORA: 08:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   39,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       39,500.00\\nITBIS 18% RD$       7,110.00\\nTOTAL RD$          46,610.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4450552\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 51372486\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\"}","template_ids":[13,2],"business_categories":["inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["06900001113","102342571"],"invoice_ids":["inv_ee97a243b0ad47cbffdd","inv_f8d71713d7bfb1c81417"],"observation_id":"obs_eb9f13bc1129e5e048f2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.22,"augmentation_metadata":{"downscale_factor":0.771,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":1.06,"brightness_factor":0.982,"blur_sigma":0.664,"crop_applied":false,"camera_distance_factors":[0.893,0.918],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":80.14,"jpeg_quality":76,"documents":[{"rotation_deg":-3.788,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.884,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7595861989864938234,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 57175833\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nT\\n\\n--- FACTURA ---\\n\\nBELKIS XIOMARA LARA\\nBELKIS XIOMARA LARA\\nRNC 00102755741\\nCLIENTE: MESAAUX SRL\\nRNC CLIENTE: 132824581\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445585334975\\nFACTURA NO.: 2587697\\nAUTORIZACION: 937346878\\nTELEFONO: 809-576-4452\\nFECHA: 21/01/2024  HORA: 19:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  35,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  18,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  54,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  12,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      120,000.00\\nIMPUESTO ITBIS RD$      21,600.00\\nTOTAL RD$         141,600.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8112963\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_007974.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00114074396\",\"ncf\":\"B1449667917\",\"fecha_comprobante\":\"20251129\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":63260.00,\"itbis_facturado\":11386.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ELIANNE STEPHANY NAUT OVIEDO OVIEDO\\nELIANNE STEPHANY NAUT OVIEDO OVIEDO\\nRNC: 00114074396\\nCLIENTE: R&R CONSULTORES ASOCIADOS SRL\\nRNC CLIENTE: 130954585\\nFACTURA DE CREDITO FISCAL\\nNCF: B1449667917\\nFACTURA NO.: 5604316\\nAUTORIZACION: 460545289\\nTELEFONO: 809-878-2099\\nFECHA: 29/11/2025  HORA: 20:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    BATERIA AUTOMOTRIZ          63,260.00\\n----------------------------------------------\\nSUB-TOTAL RD$       63,260.00\\nITBIS RD$      11,386.80\\nTOTAL RD$          74,646.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3846174\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 36826925\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nAPROBADO\\nCargo a oficina\"}","template_ids":[10],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["00114074396"],"invoice_ids":["inv_417a488d5b893cf7e68c"],"observation_id":"obs_84703ca567f1d330e142","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.857,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.784,"brightness_factor":1.089,"blur_sigma":0.291,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.83,"jpeg_quality":90,"documents":[{"rotation_deg":0.59,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9952962183501280070,"difficulty":"medium","split":"validation"}
{"image":"images/607_007975.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133451522\",\"ncf\":\"E453836334109\",\"fecha_comprobante\":\"20250602\",\"monto_facturado\":52980.50,\"itbis_facturado\":9536.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":59.69,\"monto_propina_legal\":0.00,\"efectivo\":62576.68,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ATOBITS\\nRNC EMISOR: 132889967\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAJAGUAL, AGREGADOS Y TRANSPORTE DE SAN\\nRNC CLIENTE: 133451522\\nFACTURA DE CREDITO FISCAL\\nNCF: E453836334109\\nFACTURA NO.: 5770224\\nAUTORIZACION: 665453217\\nTELEFONO: 809-294-7768\\nFECHA: 02/06/2025  HORA: 17:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,038.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO        18,735.00\\n    3  UNIDAD    EQUIPO ELECTRICO            18,192.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         4,785.00\\n    5  UNIDAD    MATERIAL DE OFICINA         10,230.00\\n----------------------------------------------\\nSUBTOTAL RD$       52,980.50\\nITBIS RD$       9,536.49\\nOTROS IMPUESTOS RD$      59.69\\nTOTAL RD$          62,576.68\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4873612\\nGRACIAS POR SU COMPRA\\nVERIFICADO\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132889967"],"invoice_ids":["inv_49c69ed221b87636a32e"],"observation_id":"obs_2e450074baa3c1ab13c4","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.748,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.915,"brightness_factor":1.044,"blur_sigma":0.343,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.15,"jpeg_quality":88,"documents":[{"rotation_deg":-0.393,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9038757843668826600,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 93741766\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFLAVEN\\nRNC EMISOR: 133594595\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA AURELIA ALMANZAR U DE UREÑA\\nRNC CLIENTE: 03100488281\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0153359913\\nFACTURA NO.: 5226021\\nAUTORIZACION: 117149631\\nTELEFONO: 809-937-8861\\nFECHA: 10/03/2024  HORA: 11:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            17,216.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,022.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO         7,177.50\\n----------------------------------------------\\nSUB-TOTAL RD$       25,416.49\\nIMPUESTO ITBIS RD$       4,574.97\\nOTROS IMPUESTOS RD$      25.37\\nTOTAL RD$          30,016.83\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5787367\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nRUSMERK CARIBE\\nRNC EMISOR: 133112957\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELADIO FERMIN\\nRNC CLIENTE: 06500118192\\nFACTURA DE CREDITO FISCAL\\nNCF: E458325423829\\nFACTURA NO.: 4262334\\nAUTORIZACION: 427803242\\nTELEFONO: 809-531-2121\\nFECHA: 10/06/2025  HORA: 17:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    6,548.00\\n----------------------------------------------\\nSUBTOTAL RD$        6,548.00\\nITBIS RD$       1,178.64\\nTOTAL RD$           7,726.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2789534\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nRC\\nRecibido\"}","template_ids":[4,6,12],"business_categories":["inmobiliario","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["proconsumidor_ferreteria_2025"]],"issuer_rncs":["08800035118","133594595","133112957"],"invoice_ids":["inv_d4564e1b4d297a849eae","inv_2795fea170aa4b4a11f9","inv_8cf9f2cb6ff108c1b99c"],"observation_id":"obs_f2886671a92bfa4f8413","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.781,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.728,"brightness_factor":1.063,"blur_sigma":0.313,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.41,"jpeg_quality":81,"documents":[{"rotation_deg":0.04,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.298,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.292,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"RC"}]},"num_invoices":3,"seed":12124092085277467800,"difficulty":"hard","split":"train"}
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{"image":"images/607_007983.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113304661\",\"ncf\":\"B0169759935\",\"fecha_comprobante\":\"20240514\",\"monto_facturado\":24032.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":24032.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"04900026479\",\"ncf\":\"B0299898483\",\"fecha_comprobante\":\"20240629\",\"monto_facturado\":7622.50,\"itbis_facturado\":1372.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8994.55,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TOI ET MOI TOURS\\nRNC EMISOR: 132666682\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KEVIN DIAZ\\nRNC CLIENTE: 00113304661\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0169759935\\nFACTURA NO.: 6991357\\nAUTORIZACION: 205326063\\nTELEFONO: 809-505-6267\\nFECHA: 14/05/2024  HORA: 08:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,388.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,331.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     933.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,380.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       24,032.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          24,032.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3745183\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 96746540\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nVTG TECNOLOGY\\nRNC EMISOR: 40224487963\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSA MARIA GIL LAZALA\\nRNC CLIENTE: 04900026479\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0299898483\\nFACTURA NO.: 2299306\\nAUTORIZACION: 643605321\\nTELEFONO: 809-247-6750\\nFECHA: 29/06/2024  HORA: 15:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,628.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     577.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,399.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,018.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,622.50\\nITBIS 18% RD$       1,372.05\\nTOTAL RD$           8,994.55\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3699671\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 25106024\"}","template_ids":[5,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132666682","40224487963"],"invoice_ids":["inv_a18613872618ba18d05e","inv_ad327d276d97c64a70d9"],"observation_id":"obs_64f1ff08c2ddc3d5b489","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.36,"augmentation_metadata":{"downscale_factor":0.667,"red_scale":0.95,"blue_scale":1.05,"contrast_factor":0.892,"brightness_factor":1.053,"blur_sigma":0.804,"crop_applied":false,"camera_distance_factors":[0.992,0.934],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":50.84,"jpeg_quality":63,"documents":[{"rotation_deg":5.089,"perspective":0.045,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":2.342,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":11266673335889034707,"difficulty":"very_hard","split":"train"}
{"image":"images/606_007984.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131763243\",\"ncf\":\"E324224752433\",\"fecha_comprobante\":\"20241113\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3214.50,\"itbis_facturado\":578.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"DAMINY BUSINESS\\nDAMINY BUSINESS SRL\\nRNC 131763243\\nCLIENTE: IMPRE-COM EIRL\\nRNC CLIENTE: 130549168\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324224752433\\nFACTURA NO.: 7232029\\nAUTORIZACION: 779476518\\nTELEFONO: 809-879-7273\\nFECHA: 13/11/2024  HORA: 18:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,214.50\\n-------------------------------------------\\nSUBTOTAL RD$        3,214.50\\nITBIS RD$         578.61\\nTOTAL RD$           3,793.11\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 1907465\\nGRACIAS POR SU COMPRA\\nDB\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131763243"],"invoice_ids":["inv_8ff72bbed81506878026"],"observation_id":"obs_055a281f43e87f1311b4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":12.54,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.014,"brightness_factor":1.021,"blur_sigma":0.083,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.43,"jpeg_quality":95,"documents":[{"rotation_deg":-0.151,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DB"}]},"num_invoices":1,"seed":15698641247674938559,"difficulty":"light","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 27102085\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nCTRO DE TRANS AUTOM V ESPAI CXA\\nCTRO DE TRANS AUTOM V ESPAI CXA\\nRNC EMISOR: 101167947\\nCLIENTE: TURIGLOBAL SRL\\nRNC CLIENTE: 131045618\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0167075021\\nFACTURA NO.: 8357820\\nAUTORIZACION: 925816851\\nTELEFONO: 809-942-4600\\nFECHA: 14/07/2025  HORA: 08:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     486.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  21,324.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,810.00\\nITBIS RD$       3,925.80\\nTOTAL RD$          25,735.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5094910\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCASA DE EMPENO LA FAMA\\nCESARINA ALTAGRACIA GUZMAN FRANCISCO\\nRNC: 04700944228\\nCLIENTE: GSCG GREEN SOLUTIONS CONSULTING GROUP S\\nRNC CLIENTE: 130848386\\nFACTURA DE CREDITO FISCAL\\nNCF E453435339488\\nFACTURA NO.: 0564946\\nAUTORIZACION: 604207039\\nTELEFONO: 809-512-5642\\nFECHA: 11/11/2024  HORA: 20:35\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                                 17,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 34,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       51,500.00\\nIMPUESTO ITBIS RD$       9,270.00\\nTOTAL RD$          60,770.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4522466\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 44123179\"}","template_ids":[5,0,9],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["40224250221","101167947","04700944228"],"invoice_ids":["inv_ddb0203ee20c3851ce8d","inv_cf0a61b60423c4f04f87","inv_e75cff4bf53312eb93e7"],"observation_id":"obs_6abd360cf169851c3607","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.47,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.987,"brightness_factor":1.01,"blur_sigma":0.042,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.0,"jpeg_quality":94,"documents":[{"rotation_deg":0.184,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.158,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.218,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13259671848675981874,"difficulty":"hard","split":"train"}
{"image":"images/607_007987.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"105030683\",\"ncf\":\"E329689448818\",\"fecha_comprobante\":\"20250201\",\"monto_facturado\":1140.00,\"itbis_facturado\":205.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1345.20,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130033048\",\"ncf\":\"B0285712182\",\"fecha_comprobante\":\"20240520\",\"monto_facturado\":106764.00,\"itbis_facturado\":19217.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":125981.52,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ANTONIO FIALLO DIAZ\\nRNC EMISOR: 00111508560\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VILLAS INTERNACIONAL ADMINISTRACION S A\\nRNC CLIENTE: 105030683\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E329689448818\\nFACTURA NO.: 0826612\\nAUTORIZACION: 764183514\\nTELEFONO: 809-302-7301\\nFECHA: 01/02/2025  HORA: 10:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,140.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,140.00\\nITBIS RD$         205.20\\nTOTAL RD$           1,345.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9223153\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 32514828\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nSERVICIOS OPERATIVOS DEL SUR DR RN\\nRNC EMISOR: 133360888\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA ALDOPACOR S A\\nRNC CLIENTE: 130033048\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0285712182\\nFACTURA NO.: 4413137\\nAUTORIZACION: 929112547\\nTELEFONO: 809-645-6841\\nFECHA: 20/05/2024  HORA: 08:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   14  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  36,764.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  70,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      106,764.00\\nITBIS 18% RD$      19,217.52\\nTOTAL RD$         125,981.52\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4840608\\nGRACIAS POR SU COMPRA\"}","template_ids":[12,5],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00111508560","133360888"],"invoice_ids":["inv_aa16d6126130ba91c08c","inv_08dc69d6cb8dec1e9609"],"observation_id":"obs_87076ce4ef7e4eb08d04","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.876,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.67,"brightness_factor":1.053,"blur_sigma":0.267,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.28,"jpeg_quality":87,"documents":[{"rotation_deg":-0.981,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.549,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":13745628799882050673,"difficulty":"medium","split":"train"}
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{"image":"images/607_008003.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102327889\",\"ncf\":\"E311057873476\",\"fecha_comprobante\":\"20250919\",\"monto_facturado\":43132.46,\"itbis_facturado\":7763.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":50896.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"D OLEO & ASOCIADOS\\nRNC EMISOR: 03700724218\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGUSTINA DE LOS SANTOS ROSARIO\\nRNC CLIENTE: 00102327889\\nFACTURA DE CREDITO FISCAL\\nNCF E311057873476\\nFACTURA NO.: 3342804\\nAUTORIZACION: 707115037\\nTELEFONO: 809-727-8778\\nFECHA: 19/09/2025  HORA: 12:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  ALQUILER DE VEHICULO        12,763.96\\n    2  VIAJE     SERVICIO DE TRANSPORTE      17,488.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         870.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA       3,870.00\\n    1  SERVICIO  GESTION LOGISTICA            8,140.50\\n----------------------------------------------\\nSUBTOTAL RD$       43,132.46\\nIMPUESTO ITBIS RD$       7,763.84\\nTOTAL RD$          50,896.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9021137\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 97927043\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nREVISADO\"}","template_ids":[6],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["03700724218"],"invoice_ids":["inv_45e4896642d121d1adc3"],"observation_id":"obs_28cd58c2b5504a0e8273","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.13,"augmentation_metadata":{"downscale_factor":0.892,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":1.055,"brightness_factor":0.886,"blur_sigma":0.209,"crop_applied":false,"camera_distance_factors":[0.954],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.36,"jpeg_quality":87,"documents":[{"rotation_deg":1.901,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4561447202488072806,"difficulty":"light","split":"train"}
{"image":"images/606_008004.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100821719\",\"ncf\":\"E317371168330\",\"fecha_comprobante\":\"20251021\",\"monto_facturado_servicios\":1394.99,\"monto_facturado_bienes\":1790.00,\"itbis_facturado\":573.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131293034\",\"ncf\":\"E314944377135\",\"fecha_comprobante\":\"20250111\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13595.96,\"itbis_facturado\":2447.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00115834632\",\"ncf\":\"E310088234959\",\"fecha_comprobante\":\"20251120\",\"monto_facturado_servicios\":118000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":21240.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ELIZABETH ALEXANDRA JACOBO YEE\\nELIZABETH ALEXANDRA JACOBO YEE\\nRNC 00100821719\\nCLIENTE: PACSA PROYECTOS ARQUITECTONICOS Y CIVIL\\nRNC CLIENTE: 130096376\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317371168330\\nFACTURA NO.: 0954136\\nAUTORIZACION: 99621794\\nTELEFONO: 809-817-4859\\nFECHA: 21/10/2025  HORA: 15:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO              1,394.99\\n    4  UNIDAD    TINTE PARA CABELLO           1,790.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,184.99\\nIMPUESTO ITBIS RD$         573.30\\nTOTAL RD$           3,758.29\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6468090\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 80947104\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nINVERSIONES VILLAFLORES\\nINVERSIONES VILLAFLORES SRL\\nRNC 131293034\\nCLIENTE: BERNARDA SANCHEZ RODRIGUEZ\\nRNC CLIENTE: 00115055600\\nFACTURA DE CREDITO FISCAL\\nNCF E314944377135\\nFACTURA NO.: 7805437\\nAUTORIZACION: 378525849\\nTELEFONO: 809-381-4242\\nFECHA: 11/01/2025  HORA: 20:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS    1,299.96\\n    5  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    7,890.00\\n    2  UNIDAD    CERRADURA DE POMO            3,106.00\\n    8  LIBRA     ALAMBRE DULCE CALIBRE 18       784.00\\n    6  UNIDAD    INTERRUPTOR SENCILLO           516.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,595.96\\nITBIS 18% RD$       2,447.27\\nTOTAL RD$          16,043.23\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 470238\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 51536018\\nDETALLE DE SERVICIOS\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nYAJAIRA CACERES GARCIA\\nYAJAIRA CACERES GARCIA\\nRNC 00115834632\\nCLIENTE: ANA LUZ BERNABE LEBRON\\nRNC CLIENTE: 22301214569\\nFACTURA DE CREDITO FISCAL\\nNCF E310088234959\\nFACTURA NO.: 4545414\\nAUTORIZACION: 676055426\\nTELEFONO: 809-814-4743\\nFECHA: 20/11/2025  HORA: 19:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    18,000.00\\n    1  SERVICIO  ASESORIA TECNICA            16,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   19,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   65,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      118,000.00\\nITBIS RD$      21,240.00\\nTOTAL RD$         139,240.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4744719\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 11228854\\nRESUMEN\\nYCG\"}","template_ids":[3,4,12],"business_categories":["belleza","construccion_ferreteria","profesional"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["00100821719","131293034","00115834632"],"invoice_ids":["inv_0d413ae1f79f446ab87b","inv_199a299dbf2db7ad26f2","inv_999910e7bf869a828c00"],"observation_id":"obs_079124b93245613eb540","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.992,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":24.45,"jpeg_quality":96,"documents":[{"rotation_deg":0.111,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.087,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.059,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"YCG"}]},"num_invoices":3,"seed":741009286655016928,"difficulty":"hard","split":"train"}
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{"image":"images/607_008023.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133431424\",\"ncf\":\"E453075853556\",\"fecha_comprobante\":\"20240902\",\"monto_facturado\":32168.00,\"itbis_facturado\":5790.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":2847.10,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":40805.34,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132358198\",\"ncf\":\"B0210134248\",\"fecha_comprobante\":\"20250224\",\"monto_facturado\":120210.00,\"itbis_facturado\":21637.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":141847.80,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LOBSTER HOUSE\\nRNC EMISOR: 130654336\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARENIYA SRL\\nRNC CLIENTE: 133431424\\nFACTURA DE CREDITO FISCAL\\nNCF E453075853556\\nFACTURA NO.: 6612564\\nAUTORIZACION: 445254781\\nTELEFONO: 809-911-9704\\nFECHA: 02/09/2024  HORA: 19:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    POSTRE DE LA CASA              852.00\\n    1  SERVICIO  SERVICIO DE CATERING        28,471.00\\n    5  UNIDAD    PIZZA MEDIANA                2,845.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       32,168.00\\nITBIS 18% RD$       5,790.24\\nPROPINA LEGAL RD$     2,847.10\\nTOTAL RD$          40,805.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9603692\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nSCHILLER MIGRATION & BUSINESS CONSULTING\\nRNC EMISOR: 133630354\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FIDEICOMISO ADMINISTRACION Y GARANTIA F\\nRNC CLIENTE: 132358198\\nFACTURA DE CREDITO FISCAL\\nNCF B0210134248\\nFACTURA NO.: 8366262\\nAUTORIZACION: 785914694\\nTELEFONO: 809-206-6742\\nFECHA: 24/02/2025  HORA: 20:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   17,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       22,000.00\\n    1  VISITA    INSPECCION TECNICA          22,500.00\\n    1  SERVICIO  ASESORIA TECNICA            44,500.00\\n    7  PAGINA    TRADUCCION DE DOCUMENTOS    14,210.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      120,210.00\\nITBIS 18% RD$      21,637.80\\nTOTAL RD$         141,847.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4670400\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[10,4],"business_categories":["restaurante","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130654336","133630354"],"invoice_ids":["inv_8d0b3d5aaff30edb6bd9","inv_4fd715e7c6d1144d0a97"],"observation_id":"obs_915aa52acc16ee83a08b","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.993,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":36.19,"jpeg_quality":98,"documents":[{"rotation_deg":-0.07,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.056,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15129827746431117705,"difficulty":"medium","split":"validation"}
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{"image":"images/606_008028.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101487429\",\"ncf\":\"B0287157344\",\"fecha_comprobante\":\"20241216\",\"monto_facturado_servicios\":94000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":16920.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132357841\",\"ncf\":\"E448083524988\",\"fecha_comprobante\":\"20251219\",\"monto_facturado_servicios\":24459.50,\"monto_facturado_bienes\":6950.00,\"itbis_facturado\":5653.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"ANDRES AYBAR AQUINO\\nANDRES AYBAR AQUINO\\nRNC: 00101487429\\nCLIENTE: JCESAR MOTORS SRL\\nRNC CLIENTE: 132851439\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0287157344\\nFACTURA NO.: 9894133\\nAUTORIZACION: 70862457\\nTELEFONO: 809-236-3784\\nFECHA: 16/12/2024  HORA: 13:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  23,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  71,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       94,000.00\\nITBIS 18% RD$      16,920.00\\nTOTAL RD$         110,920.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8438738\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nLUNE FILMS PRODUCTIONS\\nLUNE FILMS PRODUCTIONS SRL\\nRNC: 132357841\\nCLIENTE: REMEDY BEAUTY CENTER SRL\\nRNC CLIENTE: 131953336\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448083524988\\nFACTURA NO.: 4844534\\nAUTORIZACION: 256560056\\nTELEFONO: 809-502-8006\\nFECHA: 19/12/2025  HORA: 15:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                     988.50\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   7,635.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  15,836.00\\n    5  UNIDAD    TARJETAS DE PRESENTACION\\n                                   6,950.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       31,409.50\\nITBIS RD$       5,653.71\\nTOTAL RD$          37,063.21\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 4801279\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 26584259\"}","template_ids":[5,0],"business_categories":["profesional","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00101487429","132357841"],"invoice_ids":["inv_59187569b904c78d0d89","inv_1450dc7b68cf363ad9af"],"observation_id":"obs_7e2e08584e8503ffbd8b","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.883,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.015,"brightness_factor":0.987,"blur_sigma":0.033,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.98,"jpeg_quality":91,"documents":[{"rotation_deg":-0.693,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.621,"perspective":0.004,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6252016967778790597,"difficulty":"medium","split":"validation"}
{"image":"images/607_008029.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132247558\",\"ncf\":\"E443769818061\",\"fecha_comprobante\":\"20240507\",\"monto_facturado\":8820.00,\"itbis_facturado\":1587.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":10407.60}],\"ocr\":\"AXES POINT\\nRNC EMISOR: 131785362\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EVRYONE GROUP SRL\\nRNC CLIENTE: 132247558\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E443769818061\\nFACTURA NO.: 4319402\\nAUTORIZACION: 314247697\\nTELEFONO: 809-885-9951\\nFECHA: 07/05/2024  HORA: 20:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          8,820.00\\n----------------------------------------------\\nSUB-TOTAL RD$        8,820.00\\nITBIS RD$       1,587.60\\nTOTAL RD$          10,407.60\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 103114\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 11999660\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nOK\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131785362"],"invoice_ids":["inv_e1ad326a9d9011418a3f"],"observation_id":"obs_86a1779fa09eab904ec4","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.796,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.958,"brightness_factor":0.909,"blur_sigma":0.221,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.84,"jpeg_quality":92,"documents":[{"rotation_deg":0.211,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1628835619042197526,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 17960914\\n\\n--- FACTURA ---\\n\\nQUANTICO DEVELOPMENT LTD\\nRNC EMISOR: 130266565\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELSON ANTONIO BATISTA GUZMAN GUZMAN\\nRNC CLIENTE: 07100076194\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1556651787\\nFACTURA NO.: 4355486\\nAUTORIZACION: 399004729\\nTELEFONO: 809-594-7259\\nFECHA: 01/01/2025  HORA: 19:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            22,230.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,872.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,492.00\\n----------------------------------------------\\nSUB-TOTAL RD$       25,594.00\\nITBIS 18% RD$       4,606.92\\nTOTAL RD$          30,200.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4150935\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 47818408\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[13,0,10],"business_categories":["colmado_alimentos","automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132407032","132187148","130266565"],"invoice_ids":["inv_367d280bfdaef0155b0c","inv_6597e43284438db1cede","inv_23c18c733e0b2299a581"],"observation_id":"obs_b0a0f5e5febc33aad17f","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.6,"augmentation_metadata":{"downscale_factor":0.952,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":1.095,"brightness_factor":0.92,"blur_sigma":0.206,"crop_applied":false,"camera_distance_factors":[0.927,0.989,0.903],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":25.12,"jpeg_quality":96,"documents":[{"rotation_deg":1.465,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.942,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.924,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14164362017152379607,"difficulty":"hard","split":"test"}
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{"image":"images/607_008057.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130520097\",\"ncf\":\"E448861095293\",\"fecha_comprobante\":\"20251021\",\"monto_facturado\":14319.85,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":14319.85,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO 11945 FRANCISCO\\nRNC EMISOR: 430285307\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIRFAK TRADING CORP\\nRNC CLIENTE: 130520097\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448861095293\\nFACTURA NO.: 9249921\\nAUTORIZACION: 330366665\\nTELEFONO: 809-471-1381\\nFECHA: 21/10/2025  HORA: 14:31\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  4,065.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,711.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  5,451.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                  3,092.85\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       14,319.85\\nITBIS 18% RD$           0.00\\nTOTAL RD$          14,319.85\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1065324\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 81638802\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430285307"],"invoice_ids":["inv_762d116ad99eb0d3a872"],"observation_id":"obs_023d0354d2ed73a220ea","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.658,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.83,"brightness_factor":0.915,"blur_sigma":0.613,"crop_applied":false,"camera_distance_factors":[0.88],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.96,"jpeg_quality":77,"documents":[{"rotation_deg":-2.29,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2605648556901378772,"difficulty":"medium","split":"train"}
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{"image":"images/606_008062.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03101994907\",\"ncf\":\"E326292357689\",\"fecha_comprobante\":\"20241013\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3321.90,\"itbis_facturado\":597.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131053033\",\"ncf\":\"E458191530263\",\"fecha_comprobante\":\"20250930\",\"monto_facturado_servicios\":797.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":143.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ALTAGRACIA YSABEL PEÑA REYNOSO\\nALTAGRACIA YSABEL PEÑA REYNOSO\\nRNC 03101994907\\nCLIENTE: CHOCO 5050 SRL\\nRNC CLIENTE: 132007573\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326292357689\\nFACTURA NO.: 3388475\\nAUTORIZACION: 506696274\\nTELEFONO: 809-810-9400\\nFECHA: 13/10/2024  HORA: 14:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          3,321.90\\n----------------------------------------------\\nSUBTOTAL RD$        3,321.90\\nIMPUESTO ITBIS RD$         597.94\\nTOTAL RD$           3,919.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1186376\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 17226654\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nEntregado\\n\\n--- FACTURA ---\\n\\nJAUME MANTENIMIENTOS\\nJAUME MANTENIMIENTOS SRL\\nRNC 131053033\\nCLIENTE: ACCESSORY KAELY SRL\\nRNC CLIENTE: 133468719\\nFACTURA DE CREDITO FISCAL\\nNCF: E458191530263\\nFACTURA NO.: 1206857\\nAUTORIZACION: 638509407\\nTELEFONO: 809-364-2182\\nFECHA: 30/09/2025  HORA: 15:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     797.95\\n-------------------------------------------\\nSUBTOTAL RD$          797.95\\nITBIS RD$         143.63\\nTOTAL RD$             941.58\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5779888\\nGRACIAS POR SU COMPRA\\nJM\"}","template_ids":[12,1],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03101994907","131053033"],"invoice_ids":["inv_48d71a6366b6c3b04408","inv_c709444a3e24d5c5eeb8"],"observation_id":"obs_fd9c6c086e0ee2372f93","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.803,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.851,"brightness_factor":1.031,"blur_sigma":0.269,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":24.49,"jpeg_quality":86,"documents":[{"rotation_deg":0.142,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.21,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"JM"}]},"num_invoices":2,"seed":10428848501619264863,"difficulty":"medium","split":"train"}
{"image":"images/607_008063.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131223648\",\"ncf\":\"B1528220587\",\"fecha_comprobante\":\"20241202\",\"monto_facturado\":32254.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":32254.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EDITORIAL GRAFICA MAGALLANES C X A\\nRNC EMISOR: 114014776\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPORTADORA EL LEON DE FELIX SRL\\nRNC CLIENTE: 131223648\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1528220587\\nFACTURA NO.: 1609168\\nAUTORIZACION: 623427335\\nTELEFONO: 809-355-9902\\nFECHA: 02/12/2024  HORA: 20:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    TARJETAS DE PRESENTACION     5,392.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES   11,499.00\\n    1  SERVICIO  IMPRESION FULL COLOR        15,363.00\\n----------------------------------------------\\nSUB-TOTAL RD$       32,254.00\\nITBIS RD$           0.00\\nTOTAL RD$          32,254.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3837740\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 98794944\\nRESUMEN\"}","template_ids":[12],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["114014776"],"invoice_ids":["inv_b305c9f7cd9d7c63fe69"],"observation_id":"obs_f3fa4db54190d5960074","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":0.449,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.915,"brightness_factor":0.945,"blur_sigma":0.834,"crop_applied":false,"camera_distance_factors":[0.917],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.92,"jpeg_quality":74,"documents":[{"rotation_deg":-5.493,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15399759832021088406,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 48183945\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nC&F INGENIERIA EN GENERAL\\nRNC EMISOR: 131101781\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACION 42111 SRL\\nRNC CLIENTE: 130244911\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312828348152\\nFACTURA NO.: 2588238\\nAUTORIZACION: 29643803\\nTELEFONO: 809-435-1290\\nFECHA: 30/03/2025  HORA: 16:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    TUBO PVC PRESION 2 PULGADAS    4,454.75\\n   20  UNIDAD    CODO PVC 1/2 PULGADA           679.80\\n    2  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS      712.00\\n    2  UNIDAD    CERRADURA DE POMO            3,164.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,010.55\\nITBIS RD$       1,621.90\\nTOTAL RD$          10,632.45\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2772521\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 46010700\\nPendiente\\n\\n--- FACTURA ---\\n\\nVINICIO AQUINO\\nRNC EMISOR: 00110653482\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FCNB FINE COUTURE N BRANDS SRL\\nRNC CLIENTE: 131952933\\nFACTURA DE CREDITO FISCAL\\nNCF B0166033630\\nFACTURA NO.: 5387523\\nAUTORIZACION: 552905532\\nTELEFONO: 809-358-3462\\nFECHA: 22/10/2025  HORA: 08:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       32,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          32,500.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1903243\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 83254787\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nPagado\"}","template_ids":[9,3,12],"business_categories":["construccion_ferreteria","construccion_ferreteria","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["130976023","131101781","00110653482"],"invoice_ids":["inv_1775451fb8882c7dcb08","inv_93556f67515b7a93ee73","inv_62c5b4241a85183098e5"],"observation_id":"obs_689f704b0c664af7da9e","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":3.97,"augmentation_metadata":{"downscale_factor":0.676,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.903,"brightness_factor":0.952,"blur_sigma":0.463,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":45.49,"jpeg_quality":85,"documents":[{"rotation_deg":-0.934,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-2.2,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.596,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9176914886858651680,"difficulty":"hard","split":"train"}
{"image":"images/606_008066.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03104274901\",\"ncf\":\"E440317715373\",\"fecha_comprobante\":\"20241201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":33388.48,\"itbis_facturado\":6009.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101548975\",\"ncf\":\"B1595912631\",\"fecha_comprobante\":\"20250330\",\"monto_facturado_servicios\":945.00,\"monto_facturado_bienes\":14250.89,\"itbis_facturado\":2735.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131937812\",\"ncf\":\"E443835892535\",\"fecha_comprobante\":\"20250228\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2753.00,\"itbis_facturado\":495.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FELIX ANDRES ADAMES MORAN\\nFELIX ANDRES ADAMES MORAN\\nRNC: 03104274901\\nCLIENTE: MARIA ESTELA ABREU CABRAL DE\\nCABRERA CA\\nRNC CLIENTE: 00101126274\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440317715373\\nFACTURA NO.: 7073631\\nAUTORIZACION: 933926329\\nTELEFONO: 809-731-5195\\nFECHA: 01/12/2024  HORA: 11:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,979.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,142.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     259.98\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  30,007.50\\n-------------------------------------------\\nSUBTOTAL RD$       33,388.48\\nITBIS RD$       6,009.93\\nTOTAL RD$          39,398.41\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8363690\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 22445148\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nBLANQUIDEAS S A\\nBLANQUIDEAS S A\\nRNC EMISOR: 101548975\\nCLIENTE: ROBERT ANDRES MARTINEZ TORIBIO\\nRNC CLIENTE: 05100148674\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1595912631\\nFACTURA NO.: 0240628\\nAUTORIZACION: 927878119\\nTELEFONO: 809-532-6223\\nFECHA: 30/03/2025  HORA: 18:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            945.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,995.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,469.99\\n    2  UNIDAD    EQUIPO ELECTRICO             7,505.90\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         3,280.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,195.89\\nITBIS 18% RD$       2,735.26\\nTOTAL RD$          17,931.15\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2048763\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_008074.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40220996454\",\"ncf\":\"B1547397290\",\"fecha_comprobante\":\"20240831\",\"monto_facturado_servicios\":37426.49,\"monto_facturado_bienes\":6287.50,\"itbis_facturado\":7868.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RANLUIS LACHAPELL CAMILO\\nRANLUIS LACHAPELL CAMILO\\nRNC 40220996454\\nCLIENTE: DELIA NATALIS GOMEZ PAREDES\\nRNC CLIENTE: 00114920465\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1547397290\\nFACTURA NO.: 6937999\\nAUTORIZACION: 396310227\\nTELEFONO: 809-292-6945\\nFECHA: 31/08/2024  HORA: 08:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR         6,608.00\\n    1  SERVICIO  ROTULACION EN VINIL         14,178.99\\n    1  SERVICIO  GESTION DE REDES SOCIALES   16,639.50\\n    5  UNIDAD    TARJETAS DE PRESENTACION     6,287.50\\n----------------------------------------------\\nSUBTOTAL RD$       43,713.99\\nIMPUESTO ITBIS RD$       7,868.52\\nTOTAL RD$          51,582.51\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 275041\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["40220996454"],"invoice_ids":["inv_366d5b4c8d02b79da559"],"observation_id":"obs_047783b3334382481ad1","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.7,"augmentation_metadata":{"downscale_factor":0.717,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":1.049,"brightness_factor":0.911,"blur_sigma":0.415,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.59,"jpeg_quality":78,"documents":[{"rotation_deg":0.88,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":1403963327620708032,"difficulty":"hard","split":"train"}
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{"image":"images/606_008080.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132524454\",\"ncf\":\"B0114890431\",\"fecha_comprobante\":\"20240510\",\"monto_facturado_servicios\":668.00,\"monto_facturado_bienes\":674.00,\"itbis_facturado\":241.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"FRUITGANIC EXPORT\\nFRUITGANIC EXPORT SAS\\nRNC EMISOR: 132524454\\nCLIENTE: FUNDACION CRISTIANA FRANKLIN ARIAS\\nRNC CLIENTE: 430295401\\nFACTURA DE CREDITO FISCAL\\nNCF B0114890431\\nFACTURA NO.: 5909862\\nAUTORIZACION: 979936254\\nTELEFONO: 809-933-3169\\nFECHA: 10/05/2024  HORA: 09:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     674.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     668.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,342.00\\nIMPUESTO ITBIS RD$         241.56\\nTOTAL RD$           1,583.56\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6312714\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 32184118\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132524454"],"invoice_ids":["inv_7223bb7b31e1f9b351dd"],"observation_id":"obs_3363356830700ef47beb","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.44,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.002,"brightness_factor":1.029,"blur_sigma":0.037,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.34,"jpeg_quality":93,"documents":[{"rotation_deg":0.078,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11263701707903558589,"difficulty":"light","split":"train"}
{"image":"images/607_008081.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130052735\",\"ncf\":\"E327618451072\",\"fecha_comprobante\":\"20240419\",\"monto_facturado\":433.00,\"itbis_facturado\":77.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":510.94,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132013761\",\"ncf\":\"E313316175383\",\"fecha_comprobante\":\"20250601\",\"monto_facturado\":46448.00,\"itbis_facturado\":8360.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":54808.64},{\"rnc\":\"133171597\",\"ncf\":\"B0285733928\",\"fecha_comprobante\":\"20240104\",\"monto_facturado\":41384.95,\"itbis_facturado\":7449.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":48834.24,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA CRISTINA GERMAN VASQUEZ\\nRNC EMISOR: 06800398908\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SQUAD FORCES SECURITY SRL\\nRNC CLIENTE: 130052735\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327618451072\\nFACTURA NO.: 9730779\\nAUTORIZACION: 661249179\\nTELEFONO: 809-258-7125\\nFECHA: 19/04/2024  HORA: 20:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     433.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          433.00\\nITBIS RD$          77.94\\nTOTAL RD$             510.94\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5604162\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 70528212\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDOWNTOWN RENT CAR SRL\\nRNC EMISOR: 131225489\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PALVAREZ ASSOCIADOS SRL\\nRNC CLIENTE: 132013761\\nFACTURA DE CREDITO FISCAL\\nNCF: E313316175383\\nFACTURA NO.: 2734935\\nAUTORIZACION: 942584177\\nTELEFONO: 809-613-9793\\nFECHA: 01/06/2025  HORA: 10:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     5,417.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE FRENO   36,377.50\\n    1  UNIDAD    FILTRO DE ACEITE               664.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,371.50\\n    4  UNIDAD    ACEITE DE MOTOR              2,618.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       46,448.00\\nITBIS 18% RD$       8,360.64\\nTOTAL RD$          54,808.64\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 1089902\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_008088.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131721011\",\"ncf\":\"B1572002360\",\"fecha_comprobante\":\"20250404\",\"monto_facturado_servicios\":1111.99,\"monto_facturado_bienes\":17247.90,\"itbis_facturado\":3304.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"CHELO MOVIL\\nCHELO MOVIL SRL\\nRNC 131721011\\nCLIENTE: LFDL BENDIGA SRL\\nRNC CLIENTE: 130222614\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1572002360\\nFACTURA NO.: 7015520\\nAUTORIZACION: 689258153\\nTELEFONO: 809-948-2441\\nFECHA: 04/04/2025  HORA: 11:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     658.95\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,260.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,894.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,434.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,111.99\\n-------------------------------------------\\nSUBTOTAL RD$       18,359.89\\nITBIS RD$       3,304.78\\nTOTAL RD$          21,664.67\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 5567739\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 16222484\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131721011"],"invoice_ids":["inv_b9a338797c773f997d03"],"observation_id":"obs_cc8d9da075c26154544b","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":8.01,"augmentation_metadata":{"downscale_factor":0.46,"red_scale":0.95,"blue_scale":1.05,"contrast_factor":1.105,"brightness_factor":1.056,"blur_sigma":0.691,"crop_applied":false,"camera_distance_factors":[0.981],"legibility_scale_corrections":[0.0],"final_contrast_stddev":79.38,"jpeg_quality":63,"documents":[{"rotation_deg":-2.137,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16649610637244480354,"difficulty":"very_hard","split":"train"}
{"image":"images/607_008089.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430374784\",\"ncf\":\"B1520506108\",\"fecha_comprobante\":\"20250617\",\"monto_facturado\":37174.89,\"itbis_facturado\":5307.11,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":42482.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ACASA COMERCIAL\\nRNC EMISOR: 130990824\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESIDENCIAL BREEZES BY TECASA 11\\nAVA ET\\nRNC CLIENTE: 430374784\\nFACTURA DE CREDITO FISCAL\\nNCF: B1520506108\\nFACTURA NO.: 6100229\\nAUTORIZACION: 930303973\\nTELEFONO: 809-393-8996\\nFECHA: 17/06/2025  HORA: 08:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PLATANO BARAHONERO\\n                                     144.95\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  17,697.99\\n    2  QUINTAL   ARROZ EN CASCARA\\n                                   7,546.00\\n    5  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   9,719.95\\n    1  UNIDAD    FERTILIZANTE AGRICOLA\\n                                   2,066.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,174.89\\nIMPUESTO ITBIS RD$       5,307.11\\nTOTAL RD$          42,482.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1416157\\nGRACIAS POR SU COMPRA\\nAC\"}","template_ids":[5],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["130990824"],"invoice_ids":["inv_f801f6c7315398eca820"],"observation_id":"obs_8b240982089a3d9bc157","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.34,"augmentation_metadata":{"downscale_factor":0.834,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":1.094,"brightness_factor":0.894,"blur_sigma":0.109,"crop_applied":false,"camera_distance_factors":[0.965],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.25,"jpeg_quality":95,"documents":[{"rotation_deg":1.691,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AC"}]},"num_invoices":1,"seed":7502118066458856507,"difficulty":"light","split":"train"}
{"image":"images/606_008090.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03400532671\",\"ncf\":\"B0170779850\",\"fecha_comprobante\":\"20241112\",\"monto_facturado_servicios\":394.50,\"monto_facturado_bienes\":11898.97,\"itbis_facturado\":2212.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"MARLENCITA\\nMARLENY DEL CARMEN CABRERA JIMENEZ\\nRNC: 03400532671\\nCLIENTE: DORENCA S A\\nRNC CLIENTE: 101150858\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0170779850\\nFACTURA NO.: 3375326\\nAUTORIZACION: 456113397\\nTELEFONO: 809-921-7088\\nFECHA: 12/11/2024  HORA: 08:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             9,692.97\\n    1  SERVICIO  SERVICIO DE ENTREGA            394.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            390.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,816.00\\n----------------------------------------------\\nSUB-TOTAL RD$       12,293.47\\nITBIS RD$       2,212.82\\nTOTAL RD$          14,506.29\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4061057\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 57619873\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03400532671"],"invoice_ids":["inv_03fb244dc9a89fdf91d9"],"observation_id":"obs_305f37e96bb55b57d9d5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.982,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":96,"documents":[{"rotation_deg":0.037,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14165618998836295582,"difficulty":"clean","split":"train"}
{"image":"images/607_008091.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430007064\",\"ncf\":\"B1503612629\",\"fecha_comprobante\":\"20240516\",\"monto_facturado\":45000.00,\"itbis_facturado\":8100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":53100.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NIMAT HOTEL & CASINO\\nRNC EMISOR: 131809294\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COOPERACION AL DESARROLLO Y PROMOCION D\\nRNC CLIENTE: 430007064\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1503612629\\nFACTURA NO.: 2240903\\nAUTORIZACION: 374010036\\nTELEFONO: 809-694-6401\\nFECHA: 16/05/2024  HORA: 20:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            21,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       13,000.00\\n    1  SERVICIO  ASESORIA TECNICA            11,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       45,000.00\\nITBIS RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 983423\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 27379516\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131809294"],"invoice_ids":["inv_221c85c4b9b54bd3cd13"],"observation_id":"obs_e2a03dfb22bc124675d5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.011,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":96,"documents":[{"rotation_deg":-0.123,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6409276930585710393,"difficulty":"clean","split":"train"}
{"image":"images/606_008092.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132553022\",\"ncf\":\"B0187041641\",\"fecha_comprobante\":\"20240404\",\"monto_facturado_servicios\":527.00,\"monto_facturado_bienes\":21234.95,\"itbis_facturado\":3917.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"IMPORT HOGAR\\nIMPORT HOGAR SRL\\nRNC: 132553022\\nCLIENTE: CLAUDIA ALTAGRACIA MATEO LARA\\nRNC CLIENTE: 00200081271\\nFACTURA DE CREDITO FISCAL\\nNCF: B0187041641\\nFACTURA NO.: 5918758\\nAUTORIZACION: 232615431\\nTELEFONO: 809-620-7828\\nFECHA: 04/04/2024  HORA: 13:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,397.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  16,024.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     527.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     750.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,063.95\\n-------------------------------------------\\nSUBTOTAL RD$       21,761.95\\nITBIS 18% RD$       3,917.15\\nTOTAL RD$          25,679.10\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 5915588\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 21105379\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132553022"],"invoice_ids":["inv_9fc8808691ecf38cbbca"],"observation_id":"obs_d810e85f209a13918e0f","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":8.83,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":1.022,"brightness_factor":1.021,"blur_sigma":0.057,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.96,"jpeg_quality":93,"documents":[{"rotation_deg":0.678,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10743194553236686106,"difficulty":"light","split":"test"}
{"image":"images/607_008093.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05401364822\",\"ncf\":\"B1429397488\",\"fecha_comprobante\":\"20250519\",\"monto_facturado\":13954.50,\"itbis_facturado\":2511.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":16466.31,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133512416\",\"ncf\":\"E451798000453\",\"fecha_comprobante\":\"20251204\",\"monto_facturado\":22519.90,\"itbis_facturado\":4053.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":26573.48,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LA BODEGA WEB C POR A\\nRNC EMISOR: 130380783\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANK MOISES HICIANO MONEGRO\\nRNC CLIENTE: 05401364822\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1429397488\\nFACTURA NO.: 2688983\\nAUTORIZACION: 110880133\\nTELEFONO: 809-208-6327\\nFECHA: 19/05/2025  HORA: 18:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            688.50\\n    2  UNIDAD    MATERIAL DE OFICINA          1,402.00\\n    4  UNIDAD    EQUIPO ELECTRICO            11,864.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       13,954.50\\nITBIS 18% RD$       2,511.81\\nTOTAL RD$          16,466.31\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4543839\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCONCEPCION  MARTINEZ DE PENA\\nRNC EMISOR: 03700061652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ORGANIC SERVICIOS SANCHEZ RAMIREZ\\nSRL\\nRNC CLIENTE: 133512416\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451798000453\\nFACTURA NO.: 6549538\\nAUTORIZACION: 892626533\\nTELEFONO: 809-774-4855\\nFECHA: 04/12/2025  HORA: 20:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,346.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     556.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,746.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,543.95\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,327.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,519.90\\nITBIS RD$       4,053.58\\nTOTAL RD$          26,573.48\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2259747\\nGRACIAS POR SU COMPRA\\nCMD\"}","template_ids":[13,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130380783","03700061652"],"invoice_ids":["inv_a81941ffbbeadfcfe618","inv_0c4661131887d8722daa"],"observation_id":"obs_0e3e8747ff4ae8a66131","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":4.92,"augmentation_metadata":{"downscale_factor":0.634,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.849,"brightness_factor":0.905,"blur_sigma":0.745,"crop_applied":false,"camera_distance_factors":[0.978,0.956],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.14,"jpeg_quality":82,"documents":[{"rotation_deg":0.77,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.625,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"CMD"}]},"num_invoices":2,"seed":1607286327369759470,"difficulty":"medium","split":"test"}
{"image":"images/606_008094.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132117751\",\"ncf\":\"E323029745052\",\"fecha_comprobante\":\"20250909\",\"monto_facturado_servicios\":58190.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10474.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"PAMELY DC BY PAMELA ESTETIC CENTER\\nPAMELY DC BY PAMELA ESTETIC CENTER SRL\\nRNC 132117751\\nCLIENTE: DAISI DEL ROSARIO VALDEZ NUÑEZ DE GUZMA\\nRNC CLIENTE: 09200084235\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323029745052\\nFACTURA NO.: 4836890\\nAUTORIZACION: 967131094\\nTELEFONO: 809-617-3468\\nFECHA: 09/09/2025  HORA: 14:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       5,000.00\\n   30  PAGINA    TRADUCCION DE DOCUMENTOS    38,190.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       58,190.00\\nIMPUESTO ITBIS RD$      10,474.20\\nTOTAL RD$          68,664.20\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1877626\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132117751"],"invoice_ids":["inv_4cd25cecbeebb5d993e1"],"observation_id":"obs_4fd8b1d7214f4bb70b9b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.8,"augmentation_metadata":{"downscale_factor":0.686,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.889,"brightness_factor":0.856,"blur_sigma":0.594,"crop_applied":false,"camera_distance_factors":[0.922],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.72,"jpeg_quality":83,"documents":[{"rotation_deg":-2.97,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17000866813599865915,"difficulty":"medium","split":"train"}
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{"image":"images/606_008096.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03700845583\",\"ncf\":\"B1454789222\",\"fecha_comprobante\":\"20250720\",\"monto_facturado_servicios\":550.00,\"monto_facturado_bienes\":16702.90,\"itbis_facturado\":3105.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"104001915\",\"ncf\":\"E329099142520\",\"fecha_comprobante\":\"20240902\",\"monto_facturado_servicios\":740.00,\"monto_facturado_bienes\":27010.95,\"itbis_facturado\":4995.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":57.54,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"PESCADERIA RAQUEL\\nRAQUEL VENTURA TAMARES\\nRNC: 03700845583\\nCLIENTE: RAINBOW WELL MULTISERVICES SRL\\nRNC CLIENTE: 132857208\\nFACTURA DE CREDITO FISCAL\\nNCF B1454789222\\nFACTURA NO.: 7659637\\nAUTORIZACION: 366168982\\nTELEFONO: 809-687-2809\\nFECHA: 20/07/2025  HORA: 18:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,624.95\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  11,472.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     550.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,850.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,755.95\\n-------------------------------------------\\nSUB-TOTAL RD$       17,252.90\\nITBIS RD$       3,105.52\\nTOTAL RD$          20,358.42\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 3758409\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 12357406\\nPR\\n\\n--- FACTURA ---\\n\\nINVERBANCA CONSTRUCTORA S A\\nINVERBANCA CONSTRUCTORA S A\\nRNC 104001915\\nCLIENTE: FUNDACION PADRE ARTURO MACKINNON\\nRNC CLIENTE: 401516829\\nFACTURA DE CREDITO FISCAL\\nNCF: E329099142520\\nFACTURA NO.: 1072358\\nAUTORIZACION: 229334857\\nTELEFONO: 809-905-9709\\nFECHA: 02/09/2024  HORA: 18:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            740.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        15,284.00\\n    1  UNIDAD    EQUIPO ELECTRICO             7,051.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            340.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         4,335.00\\n----------------------------------------------\\nSUB-TOTAL RD$       27,750.95\\nITBIS RD$       4,995.17\\nOTROS IMPUESTOS RD$      57.54\\nTOTAL RD$          32,803.66\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6176249\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 93913856\\nRESUMEN\\nICS\"}","template_ids":[0,12],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03700845583","104001915"],"invoice_ids":["inv_a2120e17bf81c7849299","inv_0cf0f2b45ed2718387c2"],"observation_id":"obs_b1cb8b4c9cbac45f79a1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.96,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.942,"brightness_factor":0.993,"blur_sigma":0.157,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":29.76,"jpeg_quality":91,"documents":[{"rotation_deg":-0.397,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.375,"perspective":0.003,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"PR"},{"kind":"initials","text":"ICS"}]},"num_invoices":2,"seed":6981415252366067746,"difficulty":"medium","split":"train"}
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{"image":"images/607_008109.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00100028513\",\"ncf\":\"B0218334067\",\"fecha_comprobante\":\"20250619\",\"monto_facturado\":46587.00,\"itbis_facturado\":8385.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":54972.66,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EQUIPAN\\nRNC EMISOR: 130834954\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JESUS ENRIQUE TAPIA TAPIA\\nRNC CLIENTE: 00100028513\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0218334067\\nFACTURA NO.: 4768894\\nAUTORIZACION: 387926387\\nTELEFONO: 809-626-1400\\nFECHA: 19/06/2025  HORA: 12:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  31,000.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,792.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   1,980.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,815.00\\n-------------------------------------------\\nSUB-TOTAL RD$       46,587.00\\nIMPUESTO ITBIS RD$       8,385.66\\nTOTAL RD$          54,972.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8926916\\nGRACIAS POR SU COMPRA\\nE\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130834954"],"invoice_ids":["inv_1581245ed00340c365ad"],"observation_id":"obs_7effc43c29ea358de6af","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.52,"augmentation_metadata":{"downscale_factor":0.971,"red_scale":0.96,"blue_scale":1.04,"contrast_factor":1.08,"brightness_factor":0.886,"blur_sigma":0.264,"crop_applied":false,"camera_distance_factors":[0.897],"legibility_scale_corrections":[0.0],"final_contrast_stddev":77.28,"jpeg_quality":94,"documents":[{"rotation_deg":0.692,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"E"}]},"num_invoices":1,"seed":11864111063912992308,"difficulty":"light","split":"test"}
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{"image":"images/607_008115.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131903101\",\"ncf\":\"E454755517568\",\"fecha_comprobante\":\"20251226\",\"monto_facturado\":34107.00,\"itbis_facturado\":6139.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":40246.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRANSPORTE PLATINUM\\nRNC EMISOR: 131415059\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AG TRAINING EQUIPMENT SRL\\nRNC CLIENTE: 131903101\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E454755517568\\nFACTURA NO.: 0480394\\nAUTORIZACION: 326691313\\nTELEFONO: 809-718-8620\\nFECHA: 26/12/2025  HORA: 08:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    FILTRO DE ACEITE\\n                                   1,096.00\\n    5  UNIDAD    ACEITE DE MOTOR\\n                                   3,455.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                   4,444.00\\n    3  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  22,452.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   2,660.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,107.00\\nITBIS RD$       6,139.26\\nTOTAL RD$          40,246.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1558475\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 87273274\"}","template_ids":[0],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["131415059"],"invoice_ids":["inv_6fc3b3d488e66f6dc002"],"observation_id":"obs_039c2e1033eceafbb002","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.27,"augmentation_metadata":{"downscale_factor":0.985,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":1.117,"brightness_factor":1.066,"blur_sigma":0.394,"crop_applied":false,"camera_distance_factors":[0.944],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.47,"jpeg_quality":89,"documents":[{"rotation_deg":1.721,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4778180188263720861,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 89502192\\n\\n--- FACTURA ---\\n\\nALVARADO CALCAÑO MOTO\\nALVARADO CALCAÑO MOTO SRL\\nRNC EMISOR: 132334231\\nCLIENTE: WILSON SANTANA DE LOS SANTOS\\nRNC CLIENTE: 00800068066\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1444289366\\nFACTURA NO.: 8364051\\nAUTORIZACION: 217895033\\nTELEFONO: 809-693-1674\\nFECHA: 02/10/2025  HORA: 10:07\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,525.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    648.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,193.95\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                    654.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        4,021.94\\nITBIS 18% RD$         723.95\\nTOTAL RD$           4,745.89\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1913465\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 20017606\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13,5,9],"business_categories":["construccion_ferreteria","colmado_alimentos","comercio_general"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["132853962","40200467054","132334231"],"invoice_ids":["inv_34ff6c924b3978fe36af","inv_7d72c192fb29d74e39dd","inv_3a3a73fd7f15dbdfb9b7"],"observation_id":"obs_fb3efd65ddec955a30e4","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.804,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.845,"brightness_factor":1.09,"blur_sigma":0.592,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.4,"jpeg_quality":87,"documents":[{"rotation_deg":0.047,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.943,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.611,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":11539009303483482841,"difficulty":"hard","split":"train"}
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{"image":"images/607_008143.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113315451\",\"ncf\":\"E318620656965\",\"fecha_comprobante\":\"20241027\",\"monto_facturado\":1251.00,\"itbis_facturado\":225.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":68.44,\"monto_propina_legal\":0.00,\"efectivo\":1544.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSTRUCTORA JAMTLAND\\nRNC EMISOR: 131101186\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RODOLFO JOSE ABREU DIAZ\\nRNC CLIENTE: 00113315451\\nFACTURA DE CREDITO FISCAL\\nNCF: E318620656965\\nFACTURA NO.: 4480605\\nAUTORIZACION: 120693088\\nTELEFONO: 809-864-5286\\nFECHA: 27/10/2024  HORA: 09:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   18  UNIDAD    CODO PVC 1/2 PULGADA           828.00\\n    1  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      423.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,251.00\\nITBIS 18% RD$         225.18\\nOTROS IMPUESTOS RD$      68.44\\nTOTAL RD$           1,544.62\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1211313\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nEntregado\"}","template_ids":[7],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["131101186"],"invoice_ids":["inv_da031641ce8649c63996"],"observation_id":"obs_8b0f7790a44920fb89fa","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":6.39,"augmentation_metadata":{"downscale_factor":0.802,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.875,"brightness_factor":1.071,"blur_sigma":0.446,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.46,"jpeg_quality":80,"documents":[{"rotation_deg":0.783,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12605680664252084671,"difficulty":"hard","split":"train"}
{"image":"images/606_008144.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101031476\",\"ncf\":\"B0245663666\",\"fecha_comprobante\":\"20240909\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":52647.96,\"itbis_facturado\":9476.63,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CIA COMERCIAL GENERAL C X A\\nCIA COMERCIAL GENERAL C X A\\nRNC EMISOR: 101031476\\nCLIENTE: LECTRICO SRL\\nRNC CLIENTE: 132772352\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0245663666\\nFACTURA NO.: 7577611\\nAUTORIZACION: 800364076\\nTELEFONO: 809-332-8316\\nFECHA: 09/09/2024  HORA: 13:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,524.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  24,462.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,022.50\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  17,791.96\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     847.50\\n-------------------------------------------\\nSUBTOTAL RD$       52,647.96\\nITBIS RD$       9,476.63\\nTOTAL RD$          62,124.59\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2782961\\nGRACIAS POR SU COMPRA\\nARCHIVADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101031476"],"invoice_ids":["inv_4c2bff278381c0f6cd05"],"observation_id":"obs_83090adabf7d58ce9072","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.77,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":1.055,"brightness_factor":0.945,"blur_sigma":0.107,"crop_applied":false,"camera_distance_factors":[0.96],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.88,"jpeg_quality":87,"documents":[{"rotation_deg":-0.433,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5353100132266467248,"difficulty":"light","split":"train"}
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{"image":"images/607_008149.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131503721\",\"ncf\":\"B1468670929\",\"fecha_comprobante\":\"20250811\",\"monto_facturado\":10505.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10505.50,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INMOBILIARIA JALB RIVERA\\nRNC EMISOR: 133176637\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: APAR SERVICIOS MULTIPLES SRL\\nRNC CLIENTE: 131503721\\nFACTURA DE CREDITO FISCAL\\nNCF: B1468670929\\nFACTURA NO.: 8362996\\nAUTORIZACION: 390147239\\nTELEFONO: 809-626-4704\\nFECHA: 11/08/2025  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   10,505.50\\n----------------------------------------------\\nSUBTOTAL RD$       10,505.50\\nITBIS 18% RD$           0.00\\nTOTAL RD$          10,505.50\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6356157\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["133176637"],"invoice_ids":["inv_7ca9ed7b7096f7565228"],"observation_id":"obs_9220ec26218904219a7e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.995,"brightness_factor":0.99,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.3,"jpeg_quality":98,"documents":[{"rotation_deg":-0.006,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17369657365888423390,"difficulty":"clean","split":"test"}
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{"image":"images/607_008167.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600130005\",\"ncf\":\"E310900509071\",\"fecha_comprobante\":\"20240804\",\"monto_facturado\":191628.00,\"itbis_facturado\":34493.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":226121.04},{\"rnc\":\"133001713\",\"ncf\":\"E327767123054\",\"fecha_comprobante\":\"20240625\",\"monto_facturado\":26749.00,\"itbis_facturado\":4814.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":31563.82,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03103327544\",\"ncf\":\"B1441634108\",\"fecha_comprobante\":\"20240121\",\"monto_facturado\":36344.98,\"itbis_facturado\":6542.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":42887.08,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SANTIL & ASOCIADOS  C POR A\\nRNC EMISOR: 122016678\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIGUEL ANTONIO POUERIE GUERRERO\\nRNC CLIENTE: 02600130005\\nFACTURA DE CREDITO FISCAL\\nNCF E310900509071\\nFACTURA NO.: 9620483\\nAUTORIZACION: 215570619\\nTELEFONO: 809-813-1484\\nFECHA: 04/08/2024  HORA: 13:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       18,383.00\\n    1  SERVICIO  COMISION INMOBILIARIA      115,619.50\\n    1  MES       ALQUILER DE LOCAL           20,944.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   14,676.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   22,005.00\\n----------------------------------------------\\nSUB-TOTAL RD$      191,628.00\\nIMPUESTO ITBIS RD$      34,493.04\\nTOTAL RD$         226,121.04\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4235447\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 46137994\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nWILKING ESTEBAN REYES GUZMAN\\nRNC EMISOR: 02900149804\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BASI & CO SRL\\nRNC CLIENTE: 133001713\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327767123054\\nFACTURA NO.: 9535426\\nAUTORIZACION: 801391455\\nTELEFONO: 809-552-3054\\nFECHA: 25/06/2024  HORA: 13:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  24,846.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     565.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,338.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,749.00\\nITBIS RD$       4,814.82\\nTOTAL RD$          31,563.82\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4234063\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSRM PAPELERIA\\nRNC EMISOR: 133196859\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANTONIO HIDALGO\\nRNC CLIENTE: 03103327544\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1441634108\\nFACTURA NO.: 1969871\\nAUTORIZACION: 149546820\\nTELEFONO: 809-756-8603\\nFECHA: 21/01/2024  HORA: 17:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,085.98\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,396.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,684.00\\n    3  UNIDAD    EQUIPO ELECTRICO            25,179.00\\n----------------------------------------------\\nSUBTOTAL RD$       36,344.98\\nITBIS RD$       6,542.10\\nTOTAL RD$          42,887.08\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5482252\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008171.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130005192\",\"ncf\":\"E459461793962\",\"fecha_comprobante\":\"20250316\",\"monto_facturado\":1959.24,\"itbis_facturado\":96.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2056.05,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GERMAN TOBIA RODRIGUEZ NUÑEZ\\nRNC EMISOR: 03101765448\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESPACIO GRAFICO C POR A\\nRNC CLIENTE: 130005192\\nFACTURA DE CREDITO FISCAL\\nNCF: E459461793962\\nFACTURA NO.: 1995561\\nAUTORIZACION: 255762890\\nTELEFONO: 809-844-6228\\nFECHA: 16/03/2025  HORA: 09:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     406.00\\n  3.5  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     654.47\\n    8  LIBRA     HARINA DE TRIGO LIBRA\\n                                     343.92\\n    3  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     131.85\\n    9  LIBRA     AZUCAR CREMA LIBRA\\n                                     423.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,959.24\\nITBIS 18% RD$          96.81\\nTOTAL RD$           2,056.05\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9569281\\nGRACIAS POR SU COMPRA\\nREVISADO\\nCargo a oficina\"}","template_ids":[0],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["03101765448"],"invoice_ids":["inv_4ed7fc3b2d26f0c6f6c1"],"observation_id":"obs_4ab3738687e389e8a8ea","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.8,"augmentation_metadata":{"downscale_factor":0.921,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.826,"brightness_factor":1.052,"blur_sigma":0.193,"crop_applied":false,"camera_distance_factors":[0.91],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.99,"jpeg_quality":87,"documents":[{"rotation_deg":0.762,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15348882241988619257,"difficulty":"light","split":"train"}
{"image":"images/606_008172.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130632707\",\"ncf\":\"B1535388644\",\"fecha_comprobante\":\"20240409\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":38420.75,\"itbis_facturado\":6915.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SKY FASHION\\nTERESA MINOR SANTOS\\nRNC EMISOR: 130632707\\nCLIENTE: EDWIN ALBERTO SANCHEZ ARIAS\\nRNC CLIENTE: 05401257489\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1535388644\\nFACTURA NO.: 2505903\\nAUTORIZACION: 297184570\\nTELEFONO: 809-229-3949\\nFECHA: 09/04/2024  HORA: 18:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     415.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,489.75\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,326.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  31,190.00\\n-------------------------------------------\\nSUBTOTAL RD$       38,420.75\\nITBIS RD$       6,915.74\\nTOTAL RD$          45,336.49\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2929452\\nGRACIAS POR SU COMPRA\\nSF\\nVerificado\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130632707"],"invoice_ids":["inv_758e1803988a30d6d690"],"observation_id":"obs_466a69afa6432dd0117f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":9.51,"augmentation_metadata":{"downscale_factor":0.784,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":1.107,"brightness_factor":0.905,"blur_sigma":0.295,"crop_applied":false,"camera_distance_factors":[0.912],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.54,"jpeg_quality":90,"documents":[{"rotation_deg":1.159,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SF"}]},"num_invoices":1,"seed":2334687569473285212,"difficulty":"medium","split":"test"}
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{"image":"images/606_008178.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131986366\",\"ncf\":\"B0128542763\",\"fecha_comprobante\":\"20241219\",\"monto_facturado_servicios\":64000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11520.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"101762969\",\"ncf\":\"E445528544747\",\"fecha_comprobante\":\"20240601\",\"monto_facturado_servicios\":1280.00,\"monto_facturado_bienes\":1331.85,\"itbis_facturado\":470.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"GRUPO LIT\\nGRUPO LIT SRL\\nRNC: 131986366\\nCLIENTE: INMOBILIARIA GARFE SRL\\nRNC CLIENTE: 122019979\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0128542763\\nFACTURA NO.: 5783106\\nAUTORIZACION: 668463935\\nTELEFONO: 809-886-8652\\nFECHA: 19/12/2024  HORA: 14:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       36,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       64,000.00\\nIMPUESTO ITBIS RD$      11,520.00\\nTOTAL RD$          75,520.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 7376717\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nEL CINTO S A\\nEL CINTO S A\\nRNC 101762969\\nCLIENTE: EURIEL MOTOR RACING SRL\\nRNC CLIENTE: 131048226\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445528544747\\nFACTURA NO.: 7937840\\nAUTORIZACION: 689958076\\nTELEFONO: 809-701-7306\\nFECHA: 01/06/2024  HORA: 08:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,280.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,331.85\\n----------------------------------------------\\nBASE IMPONIBLE RD$        2,611.85\\nIMPUESTO ITBIS RD$         470.13\\nTOTAL RD$           3,081.98\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4490666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 84548206\\nCANT. UND. DESCRIPCION IMPORTE\\nAPROBADO\"}","template_ids":[4,7],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131986366","101762969"],"invoice_ids":["inv_dbd55f2b3f4b90a14dda","inv_e448a960f98107b80572"],"observation_id":"obs_524d5f67f15bb4cbaa5f","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.18,"augmentation_metadata":{"downscale_factor":0.693,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.756,"brightness_factor":1.035,"blur_sigma":0.453,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.92,"jpeg_quality":81,"documents":[{"rotation_deg":-0.78,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.461,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10295180890598492291,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 96490401\\n\\n--- FACTURA ---\\n\\nINVERSIONES CUPULA AZUL\\nINVERSIONES CUPULA AZUL SRL\\nRNC: 133450216\\nCLIENTE: JUAN ANTONIO REYNOSO SALDAÑA\\nRNC CLIENTE: 00201225505\\nFACTURA DE CREDITO FISCAL\\nNCF: E327059387812\\nFACTURA NO.: 6897207\\nAUTORIZACION: 283070287\\nTELEFONO: 809-774-3606\\nFECHA: 09/01/2024  HORA: 19:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     280.95\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,965.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,245.95\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           7,245.95\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6177058\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 45209060\\n\\n--- FACTURA ---\\n\\nANDRES SANCHEZ VALDEZ\\nANDRES SANCHEZ VALDEZ\\nRNC EMISOR: 130077681\\nCLIENTE: REYMON HERNANDEZ VASQUEZ\\nRNC CLIENTE: 40221908789\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0273603220\\nFACTURA NO.: 5565060\\nAUTORIZACION: 758818590\\nTELEFONO: 809-565-7813\\nFECHA: 28/09/2024  HORA: 14:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,537.95\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,679.90\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,944.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,624.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,328.00\\n-------------------------------------------\\nSUBTOTAL RD$       25,113.85\\nITBIS 18% RD$       4,520.49\\nTOTAL RD$          29,634.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 863944\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 72259283\\nRECIBIDO\"}","template_ids":[1,5,0],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133141361","133450216","130077681"],"invoice_ids":["inv_8a7c1513ebf5733a2f9c","inv_5e590c41b549155ea2a6","inv_8101775424e9a7d63a0d"],"observation_id":"obs_3868ed4c4e5d6fceaca2","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.15,"augmentation_metadata":{"downscale_factor":0.855,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.735,"brightness_factor":1.039,"blur_sigma":0.655,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.58,"jpeg_quality":85,"documents":[{"rotation_deg":-1.326,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.325,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.841,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":9244600570007071078,"difficulty":"hard","split":"validation"}
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{"image":"images/606_008182.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130152225\",\"ncf\":\"B0207630386\",\"fecha_comprobante\":\"20250313\",\"monto_facturado_servicios\":229396.97,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"INVERSIONES MCB\\nINVERSIONES MCB SRL\\nRNC: 130152225\\nCLIENTE: YIBUTI INVESTMENT SRL\\nRNC CLIENTE: 130764794\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0207630386\\nFACTURA NO.: 0047786\\nAUTORIZACION: 830818408\\nTELEFONO: 809-544-3258\\nFECHA: 13/03/2025  HORA: 09:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  MES       ALQUILER DE LOCAL          194,591.97\\n    1  SERVICIO  TASACION DE PROPIEDAD       34,805.00\\n----------------------------------------------\\nSUB-TOTAL RD$      229,396.97\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         229,396.97\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3545721\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPROCESADO\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130152225"],"invoice_ids":["inv_e03a5df360b14c896d4c"],"observation_id":"obs_d85c3ab5d5f1079c4a92","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.64,"augmentation_metadata":{"downscale_factor":0.82,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":0.847,"brightness_factor":0.902,"blur_sigma":0.452,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.01,"jpeg_quality":81,"documents":[{"rotation_deg":1.294,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18319584692478314179,"difficulty":"hard","split":"train"}
{"image":"images/607_008183.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133142031\",\"ncf\":\"E443868025308\",\"fecha_comprobante\":\"20251122\",\"monto_facturado\":20532.00,\"itbis_facturado\":3695.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":24227.76,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FAUSTA MARIA TERRERO FIGUEREO\\nRNC EMISOR: 00111195244\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TOPIX DRIVE SRL\\nRNC CLIENTE: 133142031\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443868025308\\nFACTURA NO.: 7850215\\nAUTORIZACION: 12996760\\nTELEFONO: 809-883-8947\\nFECHA: 22/11/2025  HORA: 10:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,722.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  18,810.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,532.00\\nITBIS 18% RD$       3,695.76\\nTOTAL RD$          24,227.76\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3142603\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 40525250\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPagado\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00111195244"],"invoice_ids":["inv_25047163aa645e38a314"],"observation_id":"obs_e515c0e121fbb793c5c6","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.24,"augmentation_metadata":{"downscale_factor":0.682,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.574,"brightness_factor":1.08,"blur_sigma":0.321,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.58,"jpeg_quality":86,"documents":[{"rotation_deg":0.785,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4752994912244215591,"difficulty":"hard","split":"train"}
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{"image":"images/606_008202.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131559018\",\"ncf\":\"E444211786814\",\"fecha_comprobante\":\"20240617\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8094.96,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132644581\",\"ncf\":\"B0217649698\",\"fecha_comprobante\":\"20250723\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8580.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03102309782\",\"ncf\":\"E454539284051\",\"fecha_comprobante\":\"20250118\",\"monto_facturado_servicios\":1287.00,\"monto_facturado_bienes\":26087.95,\"itbis_facturado\":4927.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"INVERSIONES GENDEXA\\nINVERSIONES GENDEXA SRL\\nRNC EMISOR: 131559018\\nCLIENTE: MANANTIALES019918 SRL\\nRNC CLIENTE: 133207631\\nFACTURA DE CREDITO FISCAL\\nNCF: E444211786814\\nFACTURA NO.: 9549815\\nAUTORIZACION: 527046145\\nTELEFONO: 809-554-5980\\nFECHA: 17/06/2024  HORA: 19:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO             6,935.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,159.96\\n----------------------------------------------\\nSUB-TOTAL RD$        8,094.96\\nITBIS 18% RD$           0.00\\nTOTAL RD$           8,094.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7414893\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 35897781\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSEKVEL CARIBBEAN\\nSEKVEL CARIBBEAN SRL\\nRNC EMISOR: 132644581\\nCLIENTE: ANETEL GROUP SRL\\nRNC CLIENTE: 131376886\\nFACTURA DE CREDITO FISCAL\\nNCF: B0217649698\\nFACTURA NO.: 5702670\\nAUTORIZACION: 278382065\\nTELEFONO: 809-496-8826\\nFECHA: 23/07/2025  HORA: 19:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA          8,580.00\\n----------------------------------------------\\nSUBTOTAL RD$        8,580.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$           8,580.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8297184\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 68924051\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nRAMON RADHAMES VERAS FRANCO\\nRAMON RADHAMES VERAS FRANCO\\nRNC: 03102309782\\nCLIENTE: FRANKLIN OTILIO RODRIGUEZ VARELA\\nRNC CLIENTE: 02700227834\\nFACTURA DE CREDITO FISCAL\\nNCF: E454539284051\\nFACTURA NO.: 2850058\\nAUTORIZACION: 833178751\\nTELEFONO: 809-797-5482\\nFECHA: 18/01/2025  HORA: 16:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,287.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,743.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,724.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,256.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,364.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       27,374.95\\nITBIS 18% RD$       4,927.49\\nTOTAL RD$          32,302.44\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 8670109\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008205.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132465245\",\"ncf\":\"E314192075481\",\"fecha_comprobante\":\"20250518\",\"monto_facturado\":142500.00,\"itbis_facturado\":25650.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":168150.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05300344602\",\"ncf\":\"E316441422029\",\"fecha_comprobante\":\"20250818\",\"monto_facturado\":33000.00,\"itbis_facturado\":5940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":40.53,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":38980.53,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HENRY RAFAEL PEREZ MOQUETE\\nRNC EMISOR: 00114905060\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL CAUCHO SUPER FRIAS EIRL\\nRNC CLIENTE: 132465245\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314192075481\\nFACTURA NO.: 1015342\\nAUTORIZACION: 602378911\\nTELEFONO: 809-380-2113\\nFECHA: 18/05/2025  HORA: 20:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    43,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,000.00\\n    1  MES       SUPERVISION DE OBRA         57,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   35,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      142,500.00\\nITBIS 18% RD$      25,650.00\\nTOTAL RD$         168,150.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1985986\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 60102588\\nDETALLE DE SERVICIOS\\nRecibido\\n\\n--- FACTURA ---\\n\\nJULIO ALFONSO JORGE MORALES\\nRNC EMISOR: 09600224001\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE DOLORES GONZALEZ\\nRNC CLIENTE: 05300344602\\nFACTURA DE CREDITO FISCAL\\nNCF: E316441422029\\nFACTURA NO.: 8052872\\nAUTORIZACION: 999950072\\nTELEFONO: 809-835-4464\\nFECHA: 18/08/2025  HORA: 17:23\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                  5,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                                 28,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       33,000.00\\nITBIS 18% RD$       5,940.00\\nOTROS IMPUESTOS RD$      40.53\\nTOTAL RD$          38,980.53\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6501527\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 11900819\"}","template_ids":[4,9],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00114905060","09600224001"],"invoice_ids":["inv_4d45edccb334e9499412","inv_735ad59205b7a9bdc709"],"observation_id":"obs_4e93c16c2c68e6d84d1d","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":4.53,"augmentation_metadata":{"downscale_factor":0.966,"red_scale":1.029,"blue_scale":0.971,"contrast_factor":1.027,"brightness_factor":1.007,"blur_sigma":0.242,"crop_applied":false,"camera_distance_factors":[0.924,0.949],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":25.53,"jpeg_quality":91,"documents":[{"rotation_deg":-1.927,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.698,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9799199746524042175,"difficulty":"medium","split":"validation"}
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{"image":"images/606_008210.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"105045852\",\"ncf\":\"E454154864330\",\"fecha_comprobante\":\"20250205\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2427.00,\"itbis_facturado\":436.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INTER ENERGIA SOSUA S A\\nINTER ENERGIA SOSUA S A\\nRNC 105045852\\nCLIENTE: WIGO CORPORATION SRL\\nRNC CLIENTE: 131010091\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454154864330\\nFACTURA NO.: 2309136\\nAUTORIZACION: 725707305\\nTELEFONO: 809-891-5760\\nFECHA: 05/02/2025  HORA: 18:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            417.00\\n    5  UNIDAD    MATERIAL DE OFICINA          2,010.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,427.00\\nIMPUESTO ITBIS RD$         436.86\\nTOTAL RD$           2,863.86\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3916651\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 63991623\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nARCHIVADO\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["105045852"],"invoice_ids":["inv_bd9032f7d251e26c1886"],"observation_id":"obs_8a36afb74bcb7aab8be6","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.14,"augmentation_metadata":{"downscale_factor":0.977,"red_scale":0.959,"blue_scale":1.041,"contrast_factor":1.048,"brightness_factor":1.071,"blur_sigma":0.14,"crop_applied":false,"camera_distance_factors":[0.921],"legibility_scale_corrections":[0.0],"final_contrast_stddev":80.19,"jpeg_quality":86,"documents":[{"rotation_deg":-0.416,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8263451161304105241,"difficulty":"light","split":"test"}
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{"image":"images/606_008232.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04700445218\",\"ncf\":\"E315366124852\",\"fecha_comprobante\":\"20250103\",\"monto_facturado_servicios\":409848.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":73772.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"101562986\",\"ncf\":\"B1421273429\",\"fecha_comprobante\":\"20250105\",\"monto_facturado_servicios\":579.00,\"monto_facturado_bienes\":35352.45,\"itbis_facturado\":6467.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"02300348550\",\"ncf\":\"B1483674827\",\"fecha_comprobante\":\"20250910\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":22125.80,\"itbis_facturado\":3982.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"GABRIEL GL INVERSIONES\\nGABRIEL GONZALEZ LEONARDO\\nRNC: 04700445218\\nCLIENTE: COMERCIAL BJCA SRL\\nRNC CLIENTE: 132594428\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315366124852\\nFACTURA NO.: 2544152\\nAUTORIZACION: 660034728\\nTELEFONO: 809-576-8660\\nFECHA: 03/01/2025  HORA: 18:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   11,591.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       27,630.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   23,634.50\\n    4  MES       ALQUILER DE LOCAL          280,144.00\\n    1  SERVICIO  COMISION INMOBILIARIA       66,849.00\\n----------------------------------------------\\nSUBTOTAL RD$      409,848.50\\nITBIS RD$      73,772.73\\nTOTAL RD$         483,621.23\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2842377\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 33135140\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nREFAS A\\nREFAS A\\nRNC: 101562986\\nCLIENTE: AQUANA MANAGMENT & CO SRL\\nRNC CLIENTE: 130473791\\nFACTURA DE CREDITO FISCAL\\nNCF B1421273429\\nFACTURA NO.: 8717774\\nAUTORIZACION: 221595796\\nTELEFONO: 809-394-8118\\nFECHA: 05/01/2025  HORA: 17:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO         3,168.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            579.00\\n    5  UNIDAD    EQUIPO ELECTRICO            29,974.95\\n    1  UNIDAD    MATERIAL DE OFICINA          1,920.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            289.50\\n----------------------------------------------\\nSUBTOTAL RD$       35,931.45\\nITBIS RD$       6,467.66\\nTOTAL RD$          42,399.11\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8638583\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 86569255\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nREPUESTOS FRANKELY\\nCESAR BAEZ HERRERA\\nRNC: 02300348550\\nCLIENTE: FRENDLY DE JESUS NUÑEZ RODRIGUEZ\\nRNC CLIENTE: 03900186762\\nFACTURA DE CREDITO FISCAL\\nNCF: B1483674827\\nFACTURA NO.: 1986609\\nAUTORIZACION: 132022137\\nTELEFONO: 809-878-1974\\nFECHA: 10/09/2025  HORA: 11:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  18,287.80\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     376.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,462.00\\n-------------------------------------------\\nSUB-TOTAL RD$       22,125.80\\nITBIS 18% RD$       3,982.64\\nTOTAL RD$          26,108.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 5664113\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 58879194\"}","template_ids":[4,12,5],"business_categories":["inmobiliario","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04700445218","101562986","02300348550"],"invoice_ids":["inv_35068a4c276fa0a7a9ee","inv_30f03c1fba57bac81436","inv_2281e9ba93d19cdc984e"],"observation_id":"obs_19a5bff3b46c45a73730","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.015,"brightness_factor":0.99,"blur_sigma":0.013,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.85,"jpeg_quality":92,"documents":[{"rotation_deg":0.027,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.028,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.687,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":2395690043273527425,"difficulty":"hard","split":"validation"}
{"image":"images/607_008233.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00300855533\",\"ncf\":\"E446875534553\",\"fecha_comprobante\":\"20250420\",\"monto_facturado\":14697.35,\"itbis_facturado\":2645.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10543.85,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6799.02,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE BERNALDO                  MINAYA TORR\\nRNC EMISOR: 03102365594\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA MARIA COLOME MORETA DE TEJEDA\\nRNC CLIENTE: 00300855533\\nFACTURA DE CREDITO FISCAL\\nNCF: E446875534553\\nFACTURA NO.: 3302031\\nAUTORIZACION: 840489781\\nTELEFONO: 809-516-6331\\nFECHA: 20/04/2025  HORA: 16:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,507.90\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,350.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,025.50\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                     612.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,201.95\\n-------------------------------------------\\nSUBTOTAL RD$       14,697.35\\nITBIS 18% RD$       2,645.52\\nTOTAL RD$          17,342.87\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9717636\\nGRACIAS POR SU COMPRA\\nJBM\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03102365594"],"invoice_ids":["inv_49c594540e5dc907ae37"],"observation_id":"obs_8082083414c5cdcf5877","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":9.25,"augmentation_metadata":{"downscale_factor":0.906,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.06,"brightness_factor":0.974,"blur_sigma":0.182,"crop_applied":false,"camera_distance_factors":[0.945],"legibility_scale_corrections":[0.0],"final_contrast_stddev":79.82,"jpeg_quality":96,"documents":[{"rotation_deg":-1.29,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JBM"}]},"num_invoices":1,"seed":3889696482079540405,"difficulty":"light","split":"train"}
{"image":"images/606_008234.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101132442\",\"ncf\":\"B0193362042\",\"fecha_comprobante\":\"20250801\",\"monto_facturado_servicios\":379.95,\"monto_facturado_bienes\":25718.72,\"itbis_facturado\":4697.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":15.62,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MERCADOTECNIA Y SERVICIOS S A\\nMERCADOTECNIA Y SERVICIOS S A\\nRNC EMISOR: 101132442\\nCLIENTE: CURBO S A S\\nRNC CLIENTE: 131062407\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0193362042\\nFACTURA NO.: 2327630\\nAUTORIZACION: 847861282\\nTELEFONO: 809-838-8625\\nFECHA: 01/08/2025  HORA: 17:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        19,358.97\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         3,449.75\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          2,195.00\\n    1  UNIDAD    MATERIAL DE OFICINA            715.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            379.95\\n----------------------------------------------\\nSUB-TOTAL RD$       26,098.67\\nITBIS RD$       4,697.76\\nOTROS IMPUESTOS RD$      15.62\\nTOTAL RD$          30,812.05\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 875615\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 80266051\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101132442"],"invoice_ids":["inv_9dac115d3161f393b5b5"],"observation_id":"obs_f26c321f90e3137c06b2","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":6.39,"augmentation_metadata":{"downscale_factor":0.874,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.78,"brightness_factor":1.05,"blur_sigma":0.288,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.52,"jpeg_quality":84,"documents":[{"rotation_deg":-0.784,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1339664907998490376,"difficulty":"medium","split":"train"}
{"image":"images/607_008235.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113140495\",\"ncf\":\"E323151417773\",\"fecha_comprobante\":\"20250219\",\"monto_facturado\":3028.96,\"itbis_facturado\":545.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":3574.17,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DPOSITOS DOMINICANOS DD\\nRNC EMISOR: 130906343\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NATANAEL VALLEJO OZORIO\\nRNC CLIENTE: 00113140495\\nFACTURA DE CREDITO FISCAL\\nNCF E323151417773\\nFACTURA NO.: 9119538\\nAUTORIZACION: 793327831\\nTELEFONO: 809-788-8558\\nFECHA: 19/02/2025  HORA: 19:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,966.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,061.97\\n-------------------------------------------\\nSUB-TOTAL RD$        3,028.96\\nIMPUESTO ITBIS RD$         545.21\\nTOTAL RD$           3,574.17\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5892311\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 92593625\\nDDD\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130906343"],"invoice_ids":["inv_e5adebce63ecc990c01f"],"observation_id":"obs_5a2a426206ab024bcedd","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.001,"brightness_factor":1.004,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.82,"jpeg_quality":96,"documents":[{"rotation_deg":-0.091,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DDD"}]},"num_invoices":1,"seed":8945192045072211243,"difficulty":"clean","split":"train"}
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{"image":"images/606_008238.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"09700095947\",\"ncf\":\"E457663171905\",\"fecha_comprobante\":\"20240218\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5658.00,\"itbis_facturado\":1018.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"02800407898\",\"ncf\":\"B0115393318\",\"fecha_comprobante\":\"20250312\",\"monto_facturado_servicios\":32000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5760.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"131781472\",\"ncf\":\"E440705563629\",\"fecha_comprobante\":\"20241108\",\"monto_facturado_servicios\":111000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19980.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"MIGUEL BARRIENTOS HERNANDEZ\\nMIGUEL BARRIENTOS HERNANDEZ\\nRNC EMISOR: 09700095947\\nCLIENTE: MARIELA VARGAS ALMANZAR\\nRNC CLIENTE: 40209630223\\nFACTURA DE CREDITO FISCAL\\nNCF: E457663171905\\nFACTURA NO.: 2425515\\nAUTORIZACION: 458601909\\nTELEFONO: 809-701-6089\\nFECHA: 18/02/2024  HORA: 16:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             5,658.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,658.00\\nIMPUESTO ITBIS RD$       1,018.44\\nTOTAL RD$           6,676.44\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7652684\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nFRANCISCO NICOLAS MERCADO\\nFRANCISCO NICOLAS MERCADO\\nRNC EMISOR: 02800407898\\nCLIENTE: MARIELA MP REAL ESTATE RD SRL\\nRNC CLIENTE: 132817192\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0115393318\\nFACTURA NO.: 6406663\\nAUTORIZACION: 780449913\\nTELEFONO: 809-607-6257\\nFECHA: 12/03/2025  HORA: 18:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      17,000.00\\n    1  VISITA    INSPECCION TECNICA          15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       32,000.00\\nITBIS RD$       5,760.00\\nTOTAL RD$          37,760.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 1594155\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 39267866\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGRUPO GY&EM LOGISTIC\\nGRUPO GY&EM LOGISTIC SRL\\nRNC: 131781472\\nCLIENTE: TENEDORA 29 SA\\nRNC CLIENTE: 130477231\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440705563629\\nFACTURA NO.: 9571955\\nAUTORIZACION: 575852881\\nTELEFONO: 809-685-8946\\nFECHA: 08/11/2024  HORA: 16:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 111,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      111,000.00\\nIMPUESTO ITBIS RD$      19,980.00\\nTOTAL RD$         130,980.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8735726\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 14782012\\nGGE\\nENTREGADO\\nRevisado\"}","template_ids":[7,4,5],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["09700095947","02800407898","131781472"],"invoice_ids":["inv_236c0f388c1da78671f2","inv_66f4aead70b8e259519f","inv_c9593d2c5c99fa9a1c26"],"observation_id":"obs_7eb9035aaac86606a585","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.83,"augmentation_metadata":{"downscale_factor":0.628,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":1.079,"brightness_factor":1.073,"blur_sigma":0.799,"crop_applied":false,"camera_distance_factors":[0.967,0.948,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":72.39,"jpeg_quality":76,"documents":[{"rotation_deg":-2.688,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.892,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":4.186,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"GGE"}]},"num_invoices":3,"seed":13074890232116961364,"difficulty":"hard","split":"train"}
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{"image":"images/606_008244.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07000021936\",\"ncf\":\"B1555070231\",\"fecha_comprobante\":\"20250127\",\"monto_facturado_servicios\":189500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":34110.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"MARIA DOLORES MATEO FERRERAS\\nMARIA DOLORES MATEO FERRERAS\\nRNC 07000021936\\nCLIENTE: AQUILES CONCEPCION VILLEGAS RODRIGUEZ\\nRNC CLIENTE: 00101083699\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1555070231\\nFACTURA NO.: 4322600\\nAUTORIZACION: 56580111\\nTELEFONO: 809-523-1901\\nFECHA: 27/01/2025  HORA: 14:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       30,000.00\\n    1  PROYECTO  DISENO DE PLANOS            25,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       82,500.00\\n    1  MES       SUPERVISION DE OBRA         31,000.00\\n    1  VISITA    INSPECCION TECNICA          21,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      189,500.00\\nITBIS 18% RD$      34,110.00\\nTOTAL RD$         223,610.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8450989\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 75846976\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["07000021936"],"invoice_ids":["inv_7426b321ef48e7d348f3"],"observation_id":"obs_f7248b0cb3cc78cf6cca","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.7,"augmentation_metadata":{"downscale_factor":0.586,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":1.084,"brightness_factor":1.034,"blur_sigma":0.628,"crop_applied":false,"camera_distance_factors":[0.898],"legibility_scale_corrections":[0.0],"final_contrast_stddev":83.13,"jpeg_quality":67,"documents":[{"rotation_deg":-2.411,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4841356545549156705,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_008268.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00110887908\",\"ncf\":\"B0190020494\",\"fecha_comprobante\":\"20240504\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2702.00,\"itbis_facturado\":486.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"FRANKLIN MONTERO GENAO\\nFRANKLIN MONTERO GENAO\\nRNC: 00110887908\\nCLIENTE: IMPORTADORA DE REPUESTOS E & D C\\nPOR A\\nRNC CLIENTE: 101647329\\nFACTURA DE CREDITO FISCAL\\nNCF: B0190020494\\nFACTURA NO.: 5854988\\nAUTORIZACION: 454525340\\nTELEFONO: 809-314-8164\\nFECHA: 04/05/2024  HORA: 16:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,625.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,077.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,702.00\\nITBIS 18% RD$         486.36\\nTOTAL RD$           3,188.36\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 3322394\\nGRACIAS POR SU COMPRA\\nRECIBIDO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00110887908"],"invoice_ids":["inv_97c435e33b330d52ee27"],"observation_id":"obs_4ab4520efb95bd24fe86","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":10.8,"augmentation_metadata":{"downscale_factor":0.76,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.862,"brightness_factor":1.032,"blur_sigma":0.33,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.13,"jpeg_quality":84,"documents":[{"rotation_deg":1.399,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3937508274806596729,"difficulty":"hard","split":"train"}
{"image":"images/607_008269.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03103317198\",\"ncf\":\"B1460205287\",\"fecha_comprobante\":\"20250113\",\"monto_facturado\":46905.80,\"itbis_facturado\":8443.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":55348.84,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"WAR SUPLIDORES\\nRNC EMISOR: 132521846\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DAYANIRY CABRERA PEÑA\\nRNC CLIENTE: 03103317198\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1460205287\\nFACTURA NO.: 9770867\\nAUTORIZACION: 870536770\\nTELEFONO: 809-251-9440\\nFECHA: 13/01/2025  HORA: 16:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,765.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            532.00\\n    4  UNIDAD    EQUIPO ELECTRICO            30,467.80\\n    1  UNIDAD    REPUESTO Y ACCESORIO         4,756.00\\n    5  UNIDAD    MATERIAL DE OFICINA          7,385.00\\n----------------------------------------------\\nSUB-TOTAL RD$       46,905.80\\nITBIS 18% RD$       8,443.04\\nTOTAL RD$          55,348.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9888267\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 24323423\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nPAGADO\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132521846"],"invoice_ids":["inv_48b82adbf91757c7cd81"],"observation_id":"obs_f5f1408c357e834a656d","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.01,"augmentation_metadata":{"downscale_factor":0.747,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.996,"brightness_factor":1.048,"blur_sigma":0.676,"crop_applied":false,"camera_distance_factors":[0.928],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.81,"jpeg_quality":83,"documents":[{"rotation_deg":1.408,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10827153020689965685,"difficulty":"medium","split":"train"}
{"image":"images/606_008270.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00500043245\",\"ncf\":\"E321963654471\",\"fecha_comprobante\":\"20251126\",\"monto_facturado_servicios\":1507.99,\"monto_facturado_bienes\":15123.47,\"itbis_facturado\":2993.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JOSE LUIS MARTINEZ DIAZ\\nJOSE LUIS MARTINEZ DIAZ\\nRNC: 00500043245\\nCLIENTE: LPB S A\\nRNC CLIENTE: 130336091\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321963654471\\nFACTURA NO.: 0315290\\nAUTORIZACION: 283541823\\nTELEFONO: 809-463-4032\\nFECHA: 26/11/2025  HORA: 14:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,969.98\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,548.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,507.99\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,617.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,987.99\\n-------------------------------------------\\nSUBTOTAL RD$       16,631.46\\nIMPUESTO ITBIS RD$       2,993.66\\nTOTAL RD$          19,625.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7835507\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 92724202\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOK\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00500043245"],"invoice_ids":["inv_67673654545cbda47d54"],"observation_id":"obs_a3cf3f5a07dcf9478e59","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":7.99,"augmentation_metadata":{"downscale_factor":0.53,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.946,"brightness_factor":0.845,"blur_sigma":0.567,"crop_applied":false,"camera_distance_factors":[0.961],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.1,"jpeg_quality":65,"documents":[{"rotation_deg":-2.758,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3713450885261610377,"difficulty":"very_hard","split":"validation"}
{"image":"images/607_008271.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130487634\",\"ncf\":\"B1538882973\",\"fecha_comprobante\":\"20250104\",\"monto_facturado\":4752.00,\"itbis_facturado\":855.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":5607.36}],\"ocr\":\"TF NURSING RECOVERY HOUSE\\nRNC EMISOR: 132901967\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: 781110 ONTARIO SRL\\nRNC CLIENTE: 130487634\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1538882973\\nFACTURA NO.: 1445803\\nAUTORIZACION: 294579907\\nTELEFONO: 809-404-4366\\nFECHA: 04/01/2025  HORA: 11:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     832.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,920.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,752.00\\nITBIS 18% RD$         855.36\\nTOTAL RD$           5,607.36\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 7067348\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 83784328\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOPIA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132901967"],"invoice_ids":["inv_13ece2f61dc44e47730e"],"observation_id":"obs_a7283247113687c875e2","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":9.64,"augmentation_metadata":{"downscale_factor":0.733,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.631,"brightness_factor":1.118,"blur_sigma":0.317,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":77,"documents":[{"rotation_deg":0.263,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14778138129130351019,"difficulty":"hard","split":"train"}
{"image":"images/606_008272.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131050492\",\"ncf\":\"E315204852245\",\"fecha_comprobante\":\"20240406\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":20964.00,\"itbis_facturado\":3773.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133780518\",\"ncf\":\"B1521890879\",\"fecha_comprobante\":\"20240615\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":23216.98,\"itbis_facturado\":4179.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133024276\",\"ncf\":\"B0197556973\",\"fecha_comprobante\":\"20240723\",\"monto_facturado_servicios\":641.00,\"monto_facturado_bienes\":16732.85,\"itbis_facturado\":3127.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"HERSAG MEDICATIONS SRL\\nHERSAG MEDICATIONS SRL\\nRNC 131050492\\nCLIENTE: FAUSTO VENTURA Y JOSE PICHARDO\\nRNC CLIENTE: 102003009\\nFACTURA DE CREDITO FISCAL\\nNCF: E315204852245\\nFACTURA NO.: 9034836\\nAUTORIZACION: 452335615\\nTELEFONO: 809-542-2826\\nFECHA: 06/04/2024  HORA: 12:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  20,964.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       20,964.00\\nITBIS 18% RD$       3,773.52\\nTOTAL RD$          24,737.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1788284\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 36110842\\n\\n--- FACTURA ---\\n\\nAUTO SERVICIOS DOLCIS\\nAUTO SERVICIOS DOLCIS SRL\\nRNC 133780518\\nCLIENTE: CAEL LED LIGHTING SOLUTIONS SRL\\nRNC CLIENTE: 131005276\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1521890879\\nFACTURA NO.: 2611962\\nAUTORIZACION: 70286823\\nTELEFONO: 809-909-4057\\nFECHA: 15/06/2024  HORA: 12:53\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,825.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 12,239.98\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                  9,152.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       23,216.98\\nITBIS RD$       4,179.06\\nTOTAL RD$          27,396.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3776952\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 27772089\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPendiente\\n\\n--- FACTURA ---\\n\\nAUTO DOGOUT\\nAUTO DOGOUT SRL\\nRNC: 133024276\\nCLIENTE: W & R PRESTAMOS E INVERSIONES SRL\\nRNC CLIENTE: 131064078\\nFACTURA DE CREDITO FISCAL\\nNCF B0197556973\\nFACTURA NO.: 7862942\\nAUTORIZACION: 362547256\\nTELEFONO: 809-911-5215\\nFECHA: 23/07/2024  HORA: 09:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     960.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     641.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,052.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,755.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     965.85\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,373.85\\nITBIS 18% RD$       3,127.29\\nTOTAL RD$          20,501.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8667790\\nGRACIAS POR SU COMPRA\\nVerificado\"}","template_ids":[0,9,5],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131050492","133780518","133024276"],"invoice_ids":["inv_97596c8761a410739223","inv_9f26c35c1be3df0e7cc6","inv_b7038e5690e18f0f974d"],"observation_id":"obs_5eecb1c3099565f6b91a","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":4.79,"augmentation_metadata":{"downscale_factor":0.763,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":0.733,"brightness_factor":1.049,"blur_sigma":0.302,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.08,"jpeg_quality":77,"documents":[{"rotation_deg":0.284,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":1.434,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.093,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":847409189668445018,"difficulty":"hard","split":"train"}
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{"image":"images/606_008296.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132429461\",\"ncf\":\"B1403485482\",\"fecha_comprobante\":\"20240428\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":541.90,\"itbis_facturado\":97.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DISTRIBUIDORA NILIPROF\\nDISTRIBUIDORA NULIPROF SRL\\nRNC: 132429461\\nCLIENTE: CINEMA SERVICIOS S A\\nRNC CLIENTE: 101148642\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1403485482\\nFACTURA NO.: 2911230\\nAUTORIZACION: 967664728\\nTELEFONO: 809-718-1883\\nFECHA: 28/04/2024  HORA: 11:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     541.90\\n-------------------------------------------\\nSUB-TOTAL RD$          541.90\\nIMPUESTO ITBIS RD$          97.54\\nTOTAL RD$             639.44\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 764066\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 81406631\\nEntregado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132429461"],"invoice_ids":["inv_4c911dcb07caeecef129"],"observation_id":"obs_659d8f18311194c9350a","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.62,"augmentation_metadata":{"downscale_factor":0.663,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.58,"brightness_factor":1.089,"blur_sigma":0.455,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.59,"jpeg_quality":78,"documents":[{"rotation_deg":1.454,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4245418054481797880,"difficulty":"hard","split":"train"}
{"image":"images/607_008297.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00105422380\",\"ncf\":\"E444216322321\",\"fecha_comprobante\":\"20240728\",\"monto_facturado\":10833.50,\"itbis_facturado\":1950.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":12783.53,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LOURDES DE LEON MATEO DE DIAZ\\nRNC EMISOR: 03104080282\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE DAVID DE LA CRUZ TEJADA\\nRNC CLIENTE: 00105422380\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E444216322321\\nFACTURA NO.: 5794272\\nAUTORIZACION: 820167569\\nTELEFONO: 809-327-3339\\nFECHA: 28/07/2024  HORA: 20:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    GORRA BORDADA\\n                                   4,160.00\\n    1  UNIDAD    CALZADO CASUAL\\n                                   3,484.50\\n    1  UNIDAD    CAMISA DE VESTIR\\n                                   3,189.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,833.50\\nIMPUESTO ITBIS RD$       1,950.03\\nTOTAL RD$          12,783.53\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1465965\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 39765857\\nPagado\"}","template_ids":[0],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["03104080282"],"invoice_ids":["inv_f2257a0f3d1cdfa1da54"],"observation_id":"obs_77062276b4869a7063c4","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":8.78,"augmentation_metadata":{"downscale_factor":0.69,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":1.063,"brightness_factor":1.007,"blur_sigma":0.424,"crop_applied":true,"camera_distance_factors":[0.904],"legibility_scale_corrections":[0.0],"final_contrast_stddev":22.12,"jpeg_quality":74,"documents":[{"rotation_deg":-3.429,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14647506748227266933,"difficulty":"medium","split":"test"}
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{"image":"images/606_008302.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133113384\",\"ncf\":\"B0212165753\",\"fecha_comprobante\":\"20250429\",\"monto_facturado_servicios\":246792.98,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":44422.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133428717\",\"ncf\":\"E327019600520\",\"fecha_comprobante\":\"20241127\",\"monto_facturado_servicios\":530866.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132903749\",\"ncf\":\"E315261752275\",\"fecha_comprobante\":\"20251208\",\"monto_facturado_servicios\":1034.00,\"monto_facturado_bienes\":1408.95,\"itbis_facturado\":439.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"JANET S BEACH CLUB PROPERTY MANAGEMENT\\nJANET S BEACH CLUB PROPERTY MANAGEMENT SRL\\nRNC 133113384\\nCLIENTE: HANS MANUEL OLIVARES CONTRERAS\\nRNC CLIENTE: 03102486713\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0212165753\\nFACTURA NO.: 3398738\\nAUTORIZACION: 613458178\\nTELEFONO: 809-569-3988\\nFECHA: 29/04/2025  HORA: 16:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          198,083.98\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   21,689.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   27,020.00\\n----------------------------------------------\\nSUB-TOTAL RD$      246,792.98\\nITBIS RD$      44,422.74\\nTOTAL RD$         291,215.72\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5352524\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 33063796\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nNIDA HOLDING\\nNIDA HOLDING SRL\\nRNC EMISOR: 133428717\\nCLIENTE: SERVICIOS MULTIPLES POLINES SRL\\nRNC CLIENTE: 131570852\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327019600520\\nFACTURA NO.: 8451648\\nAUTORIZACION: 28902147\\nTELEFONO: 809-246-4208\\nFECHA: 27/11/2024  HORA: 20:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  33,341.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 230,825.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  33,721.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  18,168.50\\n    3  MES       ALQUILER DE LOCAL\\n                                 214,810.50\\n-------------------------------------------\\nSUB-TOTAL RD$      530,866.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         530,866.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1108406\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 99987697\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nROCA DESIGN\\nROCA DESIGN SRL\\nRNC 132903749\\nCLIENTE: AFRA EMMANUEL TAVAREZ MARTE\\nRNC CLIENTE: 22301140491\\nFACTURA DE CREDITO FISCAL\\nNCF: E315261752275\\nFACTURA NO.: 4763821\\nAUTORIZACION: 559587553\\nTELEFONO: 809-222-5541\\nFECHA: 08/12/2025  HORA: 09:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,034.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     971.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     437.95\\n-------------------------------------------\\nSUB-TOTAL RD$        2,442.95\\nITBIS 18% RD$         439.73\\nTOTAL RD$           2,882.68\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 5352828\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 59882399\\nARCHIVADO\"}","template_ids":[4,5,1],"business_categories":["inmobiliario","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133113384","133428717","132903749"],"invoice_ids":["inv_faf3ad25dade5944891a","inv_8fee3a20ba3933061061","inv_5c7fd47a9046808c46ed"],"observation_id":"obs_435e53b1ba0f665d2fdc","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":3.85,"augmentation_metadata":{"downscale_factor":0.641,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.918,"brightness_factor":1.037,"blur_sigma":0.582,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.02,"jpeg_quality":76,"documents":[{"rotation_deg":-0.876,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.257,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.289,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13404656497613920756,"difficulty":"hard","split":"train"}
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{"image":"images/606_008312.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430302678\",\"ncf\":\"B1443927954\",\"fecha_comprobante\":\"20251220\",\"monto_facturado_servicios\":199000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131036864\",\"ncf\":\"E328082518769\",\"fecha_comprobante\":\"20240417\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17587.98,\"itbis_facturado\":3165.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FUNDACION GIL 365\\nFUNDACION GIL 365\\nRNC: 430302678\\nCLIENTE: DANIEL DE DIOS CERI\\nRNC CLIENTE: 04800268957\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1443927954\\nFACTURA NO.: 4440097\\nAUTORIZACION: 283008581\\nTELEFONO: 809-275-4044\\nFECHA: 20/12/2025  HORA: 11:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    24,000.00\\n    1  PROYECTO  DISENO DE PLANOS           139,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       6,000.00\\n    1  VISITA    INSPECCION TECNICA           9,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       21,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      199,000.00\\nITBIS RD$           0.00\\nTOTAL RD$         199,000.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1863447\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 48731673\\nDETALLE DE SERVICIOS\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nCONSTRUCTORA TRALIZ\\nCONSTRUCTORA TRALIZ SRL\\nRNC: 131036864\\nCLIENTE: OCEAN SHIP WORK SHOP REPARIR EIRL\\nRNC CLIENTE: 124031542\\nFACTURA DE CREDITO FISCAL\\nNCF: E328082518769\\nFACTURA NO.: 8815681\\nAUTORIZACION: 986850193\\nTELEFONO: 809-824-4483\\nFECHA: 17/04/2024  HORA: 18:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      125.98\\n    5  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS    2,342.50\\n   17  LIBRA     ALAMBRE DULCE CALIBRE 18     1,861.50\\n    4  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      828.00\\n  226  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS   12,430.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,587.98\\nITBIS RD$       3,165.84\\nTOTAL RD$          20,753.82\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 230681\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 28628255\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCT\"}","template_ids":[4,13],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["430302678","131036864"],"invoice_ids":["inv_d87c3126ddf293684860","inv_faaa279d98ad5210c3e9"],"observation_id":"obs_42780115a198e6d6ee92","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.904,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.776,"brightness_factor":1.096,"blur_sigma":0.328,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.41,"jpeg_quality":81,"documents":[{"rotation_deg":0.29,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.956,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"CT"}]},"num_invoices":2,"seed":18009102169882430886,"difficulty":"medium","split":"train"}
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{"image":"images/606_008314.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02800700961\",\"ncf\":\"E317456896840\",\"fecha_comprobante\":\"20240316\",\"monto_facturado_servicios\":1450.95,\"monto_facturado_bienes\":54821.77,\"itbis_facturado\":10129.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430314331\",\"ncf\":\"B0102272411\",\"fecha_comprobante\":\"20240812\",\"monto_facturado_servicios\":141500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25470.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"COMPRA VENTA ADAMANAY\\nGUILLERMO DE LA ROSA CORPORAN\\nRNC 02800700961\\nCLIENTE: ARBIS AUTO IMPORT SRL\\nRNC CLIENTE: 131522203\\nFACTURA DE CREDITO FISCAL\\nNCF: E317456896840\\nFACTURA NO.: 9624032\\nAUTORIZACION: 554276014\\nTELEFONO: 809-810-1316\\nFECHA: 16/03/2024  HORA: 14:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  33,935.80\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,438.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,060.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,387.97\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,450.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       56,272.72\\nITBIS RD$      10,129.09\\nTOTAL RD$          66,401.81\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 695071\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 18333425\\n\\n--- FACTURA ---\\n\\nASOAGRINOSA\\nASOCIACION DE AGRICULTORES NORTE SANTA ANA ASOAG\\nRNC 430314331\\nCLIENTE: HECTOR JULIO SENLIS BLENI\\nRNC CLIENTE: 02601367606\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0102272411\\nFACTURA NO.: 1420319\\nAUTORIZACION: 513729003\\nTELEFONO: 809-659-1757\\nFECHA: 12/08/2024  HORA: 16:54\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 26,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                  2,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 40,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS\\n                                                 13,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                 60,000.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      141,500.00\\nIMPUESTO ITBIS RD$      25,470.00\\nTOTAL RD$         166,970.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1073165\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,9],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02800700961","430314331"],"invoice_ids":["inv_ec53c2a60b199a79e77c","inv_9164083fcbba54f32cb5"],"observation_id":"obs_70901eb5f876849550e7","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.74,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.04,"brightness_factor":0.973,"blur_sigma":0.15,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":26.11,"jpeg_quality":91,"documents":[{"rotation_deg":0.342,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.661,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10533184141189526873,"difficulty":"medium","split":"train"}
{"image":"images/607_008315.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132583299\",\"ncf\":\"E320941523278\",\"fecha_comprobante\":\"20251010\",\"monto_facturado\":632.00,\"itbis_facturado\":113.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":745.76,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"THIGOLITH DOMINICANA\\nRNC EMISOR: 133407353\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZAYIN DEVELOPMENT SRL\\nRNC CLIENTE: 132583299\\nFACTURA DE CREDITO FISCAL\\nNCF E320941523278\\nFACTURA NO.: 2543949\\nAUTORIZACION: 391112536\\nTELEFONO: 809-760-9470\\nFECHA: 10/10/2025  HORA: 08:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    TOMA CORRIENTE DOBLE\\n                                     632.00\\n-------------------------------------------\\nSUB-TOTAL RD$          632.00\\nITBIS RD$         113.76\\nTOTAL RD$             745.76\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1468613\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 16648844\"}","template_ids":[5],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["133407353"],"invoice_ids":["inv_7b072f84a00030fec590"],"observation_id":"obs_307ac6f94702766e7788","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":9.05,"augmentation_metadata":{"downscale_factor":0.678,"red_scale":0.963,"blue_scale":1.037,"contrast_factor":0.884,"brightness_factor":1.016,"blur_sigma":0.754,"crop_applied":false,"camera_distance_factors":[0.885],"legibility_scale_corrections":[0.0],"final_contrast_stddev":51.42,"jpeg_quality":82,"documents":[{"rotation_deg":3.723,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1160044753804192267,"difficulty":"very_hard","split":"train"}
{"image":"images/606_008316.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132696948\",\"ncf\":\"E447769554931\",\"fecha_comprobante\":\"20250526\",\"monto_facturado_servicios\":2111.50,\"monto_facturado_bienes\":1197.00,\"itbis_facturado\":595.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":72.59,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SALON MALLELY\\nSALON MALLELY EIRL\\nRNC EMISOR: 132696948\\nCLIENTE: MARIA GABRIELA                 QUEZADA \\nRNC CLIENTE: 02600877423\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447769554931\\nFACTURA NO.: 1716882\\nAUTORIZACION: 576136915\\nTELEFONO: 809-473-5418\\nFECHA: 26/05/2025  HORA: 16:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          2,111.50\\n    1  UNIDAD    TINTE PARA CABELLO           1,197.00\\n----------------------------------------------\\nSUB-TOTAL RD$        3,308.50\\nIMPUESTO ITBIS RD$         595.53\\nOTROS IMPUESTOS RD$      72.59\\nTOTAL RD$           3,976.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1951610\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 96630353\\nDETALLE DE SERVICIOS\\nPendiente\"}","template_ids":[4],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["132696948"],"invoice_ids":["inv_9bf307b39023b8e54045"],"observation_id":"obs_fa9d8c7f950c73a91116","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.21,"augmentation_metadata":{"downscale_factor":0.698,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.048,"brightness_factor":0.916,"blur_sigma":0.741,"crop_applied":false,"camera_distance_factors":[0.928],"legibility_scale_corrections":[0.0],"final_contrast_stddev":86.08,"jpeg_quality":91,"documents":[{"rotation_deg":0.454,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8342338224172294933,"difficulty":"medium","split":"train"}
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{"image":"images/606_008320.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430015059\",\"ncf\":\"B1531447369\",\"fecha_comprobante\":\"20250622\",\"monto_facturado_servicios\":3000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":540.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ASODELIM\\nASOCIACION PRO DESARROLLO DE EL LIMON\\nRNC: 430015059\\nCLIENTE: GF GRUPO FAMILIA SRL\\nRNC CLIENTE: 132449746\\nFACTURA DE CREDITO FISCAL\\nNCF: B1531447369\\nFACTURA NO.: 5951558\\nAUTORIZACION: 419546069\\nTELEFONO: 809-779-6091\\nFECHA: 22/06/2025  HORA: 10:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       3,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,000.00\\nITBIS 18% RD$         540.00\\nTOTAL RD$           3,540.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2218233\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nRevisado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430015059"],"invoice_ids":["inv_924c6347a8604cbba527"],"observation_id":"obs_2ca29cc05f1fcb214aae","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.19,"augmentation_metadata":{"downscale_factor":0.824,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.971,"brightness_factor":0.895,"blur_sigma":0.407,"crop_applied":false,"camera_distance_factors":[0.98],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.98,"jpeg_quality":91,"documents":[{"rotation_deg":3.308,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7610122642890358760,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 72155396\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMIGUEL ARBAJE Y ASOCIADOS SRL\\nRNC EMISOR: 101501804\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOYERIA RELOJERIA ALCANTARA C POR A\\nRNC CLIENTE: 101840872\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318821813385\\nFACTURA NO.: 8407720\\nAUTORIZACION: 116358738\\nTELEFONO: 809-318-1942\\nFECHA: 17/03/2024  HORA: 13:57\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    TUBO PVC PRESION 2 PULGADAS\\n                                                  1,777.00\\n    1  UNIDAD    CERRADURA DE POMO\\n                                                  1,338.00\\n    5  UNIDAD    DISCO DE CORTE 4.5 PULGADAS\\n                                                  1,032.50\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        4,147.50\\nIMPUESTO ITBIS RD$         746.55\\nTOTAL RD$           4,894.05\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7941656\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008339.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"01900096122\",\"ncf\":\"B0163852706\",\"fecha_comprobante\":\"20251204\",\"monto_facturado\":12500.00,\"itbis_facturado\":2250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":14750.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ACXION SEGUROS\\nRNC EMISOR: 101172401\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FULVER ESLADIMIR FELIZ FELIZ\\nRNC CLIENTE: 01900096122\\nFACTURA DE CREDITO FISCAL\\nNCF B0163852706\\nFACTURA NO.: 7458001\\nAUTORIZACION: 805410058\\nTELEFONO: 809-423-8433\\nFECHA: 04/12/2025  HORA: 14:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  12,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       12,500.00\\nIMPUESTO ITBIS RD$       2,250.00\\nTOTAL RD$          14,750.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4156767\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101172401"],"invoice_ids":["inv_890d884cc574a450f049"],"observation_id":"obs_a32902e127d895bd094a","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":12.06,"augmentation_metadata":{"downscale_factor":0.931,"red_scale":0.957,"blue_scale":1.043,"contrast_factor":0.959,"brightness_factor":1.007,"blur_sigma":0.143,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.05,"jpeg_quality":94,"documents":[{"rotation_deg":0.546,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15350809123758196908,"difficulty":"light","split":"train"}
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{"image":"images/606_008342.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131075835\",\"ncf\":\"B0191671546\",\"fecha_comprobante\":\"20250821\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":23140.99,\"itbis_facturado\":4165.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"02800679199\",\"ncf\":\"B0196925589\",\"fecha_comprobante\":\"20240404\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":21719.00,\"itbis_facturado\":3909.42,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"02800955748\",\"ncf\":\"B1557869399\",\"fecha_comprobante\":\"20241224\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":733.00,\"itbis_facturado\":131.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"IMPORTADORA C X L\\nIMPORTADORA C X L SRL\\nRNC EMISOR: 131075835\\nCLIENTE: MONICA INDHIRA APONTE CEDEÑO\\nRNC CLIENTE: 02800839462\\nFACTURA DE CREDITO FISCAL\\nNCF B0191671546\\nFACTURA NO.: 4197094\\nAUTORIZACION: 720738154\\nTELEFONO: 809-809-2042\\nFECHA: 21/08/2025  HORA: 10:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    UNIFORME EMPRESARIAL         1,486.99\\n    3  UNIDAD    GORRA BORDADA                2,394.00\\n    4  UNIDAD    CALZADO CASUAL              19,260.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,140.99\\nIMPUESTO ITBIS RD$       4,165.38\\nTOTAL RD$          27,306.37\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 5352285\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nMANUEL EMILIO GUERRERO GOMEZ\\nMANUEL EMILIO GUERRERO GOMEZ\\nRNC: 02800679199\\nCLIENTE: OM TELECOM SRL\\nRNC CLIENTE: 130549745\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0196925589\\nFACTURA NO.: 2518457\\nAUTORIZACION: 432640008\\nTELEFONO: 809-864-2945\\nFECHA: 04/04/2024  HORA: 10:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,448.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   4,840.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,450.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     981.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       21,719.00\\nIMPUESTO ITBIS RD$       3,909.42\\nTOTAL RD$          25,628.42\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 9092095\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 39960343\\nVerificado\\n\\n--- FACTURA ---\\n\\nEMMANUEL MORLA\\nEMMANUEL MORLA\\nRNC 02800955748\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 02437 PARRA\\nRNC CLIENTE: 430276774\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1557869399\\nFACTURA NO.: 9630354\\nAUTORIZACION: 154186818\\nTELEFONO: 809-433-5337\\nFECHA: 24/12/2024  HORA: 20:37\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    733.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$          733.00\\nITBIS 18% RD$         131.94\\nTOTAL RD$             864.94\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2238750\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 42846545\"}","template_ids":[11,5,9],"business_categories":["ropa_comercio","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131075835","02800679199","02800955748"],"invoice_ids":["inv_d20d42ec6bbc6b675655","inv_2d99fc18228c28e55d5a","inv_5739aaf634bcb27c3d90"],"observation_id":"obs_6ddd78f14398c6ae2f85","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.755,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.996,"brightness_factor":0.979,"blur_sigma":0.517,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.96,"jpeg_quality":82,"documents":[{"rotation_deg":1.072,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.858,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.921,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17077187971946775426,"difficulty":"hard","split":"train"}
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{"image":"images/607_008353.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00100986439\",\"ncf\":\"E441212327512\",\"fecha_comprobante\":\"20250926\",\"monto_facturado\":17386.50,\"itbis_facturado\":3129.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":20516.07}],\"ocr\":\"TRANSPORTE GEORGE\\nRNC EMISOR: 03103103622\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MERCEDES MARIA NIELSEN VDA. AMIAMA\\nRNC CLIENTE: 00100986439\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441212327512\\nFACTURA NO.: 2676744\\nAUTORIZACION: 802597021\\nTELEFONO: 809-319-1146\\nFECHA: 26/09/2025  HORA: 20:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                   4,891.50\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   3,558.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   1,193.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   7,744.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,386.50\\nITBIS 18% RD$       3,129.57\\nTOTAL RD$          20,516.07\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6792714\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 16614821\\nTG\"}","template_ids":[0],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["03103103622"],"invoice_ids":["inv_592e6ce94efe622ee3ac"],"observation_id":"obs_e1d95960eecbb6855aa8","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.16,"augmentation_metadata":{"downscale_factor":0.62,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":0.685,"brightness_factor":1.1,"blur_sigma":0.615,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.91,"jpeg_quality":82,"documents":[{"rotation_deg":1.046,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"TG"}]},"num_invoices":1,"seed":3320956844216358471,"difficulty":"hard","split":"train"}
{"image":"images/606_008354.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132989643\",\"ncf\":\"B1423176977\",\"fecha_comprobante\":\"20250116\",\"monto_facturado_servicios\":24371.95,\"monto_facturado_bienes\":2603.00,\"itbis_facturado\":4855.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"MEDIAGLO MULTIMEDIOS GLOBALES\\nMEDIAGLO MULTIMEDIOS GLOBALES SRL\\nRNC EMISOR: 132989643\\nCLIENTE: PROSERVI S A  (PROMOCION Y SERVICIOS)\\nRNC CLIENTE: 101668891\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1423176977\\nFACTURA NO.: 0306920\\nAUTORIZACION: 276771695\\nTELEFONO: 809-424-4657\\nFECHA: 16/01/2025  HORA: 14:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    BANNER PUBLICITARIO          2,603.00\\n    1  SERVICIO  DISENO GRAFICO               7,011.95\\n    1  SERVICIO  IMPRESION FULL COLOR        17,360.00\\n----------------------------------------------\\nSUB-TOTAL RD$       26,974.95\\nITBIS 18% RD$       4,855.49\\nTOTAL RD$          31,830.44\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 745291\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 92010294\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["132989643"],"invoice_ids":["inv_02ae09d0eb7436147113"],"observation_id":"obs_6390fd2ff5225d93b5a1","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":6.92,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.965,"brightness_factor":0.982,"blur_sigma":0.194,"crop_applied":false,"camera_distance_factors":[0.897],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.05,"jpeg_quality":95,"documents":[{"rotation_deg":-0.712,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11410856037516182939,"difficulty":"light","split":"train"}
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{"image":"images/607_008357.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132088115\",\"ncf\":\"B1418501233\",\"fecha_comprobante\":\"20250306\",\"monto_facturado\":8442.98,\"itbis_facturado\":1519.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":5.03,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9967.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03101392615\",\"ncf\":\"E328980174551\",\"fecha_comprobante\":\"20240917\",\"monto_facturado\":7800.79,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4625.85,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3174.94,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAFAEL T ROJAS Y MIGUEL S MONTA\\nRNC EMISOR: 101191643\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DREVO GROUP SRL\\nRNC CLIENTE: 132088115\\nFACTURA DE CREDITO FISCAL\\nNCF B1418501233\\nFACTURA NO.: 1375876\\nAUTORIZACION: 402341941\\nTELEFONO: 809-249-3858\\nFECHA: 06/03/2025  HORA: 15:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            638.00\\n    2  UNIDAD    MATERIAL DE OFICINA          2,059.98\\n    3  UNIDAD    REPUESTO Y ACCESORIO         5,745.00\\n----------------------------------------------\\nSUBTOTAL RD$        8,442.98\\nITBIS RD$       1,519.74\\nOTROS IMPUESTOS RD$       5.03\\nTOTAL RD$           9,967.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5754027\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nGACELAS\\nRNC EMISOR: 131748813\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOSELIN DEL CARMEN MENA\\nRNC CLIENTE: 03101392615\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328980174551\\nFACTURA NO.: 9077811\\nAUTORIZACION: 721868452\\nTELEFONO: 809-279-3988\\nFECHA: 17/09/2024  HORA: 10:11\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                                  1,112.99\\n    4  UNIDAD    CHAMPU PROFESIONAL\\n                                                  6,687.80\\n----------------------------------------------------------\\nSUBTOTAL RD$        7,800.79\\nITBIS 18% RD$           0.00\\nTOTAL RD$           7,800.79\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 835796\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 61065244\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[10,9],"business_categories":["comercio_general","belleza"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101191643","131748813"],"invoice_ids":["inv_02319911aa6e75678201","inv_55ea45d05f1c1616aa90"],"observation_id":"obs_c636c99bfff157846831","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.004,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":43.4,"jpeg_quality":96,"documents":[{"rotation_deg":0.07,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.033,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2445891783293539838,"difficulty":"medium","split":"validation"}
{"image":"images/606_008358.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132737415\",\"ncf\":\"B1485576067\",\"fecha_comprobante\":\"20240730\",\"monto_facturado_servicios\":151170.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27210.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"AKC INDUSTRIES\\nAKC INDUSTRIES SRL\\nRNC EMISOR: 132737415\\nCLIENTE: GRUPO UD PARAISO SRL\\nRNC CLIENTE: 133010712\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1485576067\\nFACTURA NO.: 4307940\\nAUTORIZACION: 391000633\\nTELEFONO: 809-742-5983\\nFECHA: 30/07/2024  HORA: 20:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   31,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    55,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     6,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   22,000.00\\n   30  PAGINA    TRADUCCION DE DOCUMENTOS    37,170.00\\n----------------------------------------------\\nSUB-TOTAL RD$      151,170.00\\nITBIS RD$      27,210.60\\nTOTAL RD$         178,380.60\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 7205646\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132737415"],"invoice_ids":["inv_611e1f3411dfe7805f6a"],"observation_id":"obs_c62a9db895c3e7e59da9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.987,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.978,"brightness_factor":0.977,"blur_sigma":0.232,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.4,"jpeg_quality":92,"documents":[{"rotation_deg":-0.35,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10160330502724971166,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 32258596\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDAJASOIS AGRO FRUTAS\\nDAJASOIS AGRO FRUTAS SRL\\nRNC 132214064\\nCLIENTE: PROYECTO AVICOLA J VALENZUELA SRL\\nRNC CLIENTE: 132619714\\nFACTURA DE CREDITO FISCAL\\nNCF: B1523874626\\nFACTURA NO.: 7690762\\nAUTORIZACION: 457459970\\nTELEFONO: 809-523-8579\\nFECHA: 20/03/2024  HORA: 08:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  QUINTAL   FRUTAS FRESCAS               1,191.00\\n    3  UNIDAD    FERTILIZANTE AGRICOLA        2,936.97\\n    5  UNIDAD    SEMILLAS CERTIFICADAS        8,340.00\\n    1  SERVICIO  SERVICIO DE COSECHA         27,714.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       40,181.97\\nITBIS 18% RD$       7,018.37\\nOTROS IMPUESTOS RD$      30.05\\nTOTAL RD$          47,230.39\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3001274\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008393.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03300074675\",\"ncf\":\"B0176397804\",\"fecha_comprobante\":\"20250509\",\"monto_facturado\":37500.00,\"itbis_facturado\":6750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":44250.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TOMAS ISMAEL DERICKS CASTRO\\nRNC EMISOR: 00113511372\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS REYNARDO RODRIGUEZ\\nRNC CLIENTE: 03300074675\\nFACTURA DE CREDITO FISCAL\\nNCF: B0176397804\\nFACTURA NO.: 9159502\\nAUTORIZACION: 427079360\\nTELEFONO: 809-402-8293\\nFECHA: 09/05/2025  HORA: 12:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  37,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,500.00\\nIMPUESTO ITBIS RD$       6,750.00\\nTOTAL RD$          44,250.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3127435\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 61428496\\nTID\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00113511372"],"invoice_ids":["inv_425514bda8da680f3597"],"observation_id":"obs_6a04d8e490b932bc4450","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":10.77,"augmentation_metadata":{"downscale_factor":0.842,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.66,"brightness_factor":1.097,"blur_sigma":0.48,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":85,"documents":[{"rotation_deg":0.407,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TID"}]},"num_invoices":1,"seed":9867172389545933569,"difficulty":"medium","split":"test"}
{"image":"images/606_008394.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133270099\",\"ncf\":\"B0169736679\",\"fecha_comprobante\":\"20250804\",\"monto_facturado_servicios\":115810.00,\"monto_facturado_bienes\":20321.45,\"itbis_facturado\":21211.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CARBONE NATURAL CAFE\\nCARBONE NATURAL CAFE SRL\\nRNC EMISOR: 133270099\\nCLIENTE: J R BREA & ASOCIADOS SRL\\nRNC CLIENTE: 101822759\\nFACTURA DE CREDITO FISCAL\\nNCF B0169736679\\nFACTURA NO.: 9284626\\nAUTORIZACION: 595955290\\nTELEFONO: 809-592-2612\\nFECHA: 04/08/2025  HORA: 12:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  QUINTAL   ARROZ EN CASCARA            16,399.95\\n    5  UNIDAD    PLATANO BARAHONERO             137.50\\n    1  UNIDAD    SEMILLAS CERTIFICADAS        2,032.00\\n    5  SERVICIO  SERVICIO DE COSECHA        115,810.00\\n    2  QUINTAL   FRUTAS FRESCAS               1,752.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      136,131.45\\nIMPUESTO ITBIS RD$      21,211.56\\nTOTAL RD$         157,343.01\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8366615\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["133270099"],"invoice_ids":["inv_0355d7ca6cd1a255bf1d"],"observation_id":"obs_590fd25d0836dad3b759","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.05,"augmentation_metadata":{"downscale_factor":0.615,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.851,"brightness_factor":1.014,"blur_sigma":0.754,"crop_applied":true,"camera_distance_factors":[0.954],"legibility_scale_corrections":[0.0],"final_contrast_stddev":66.85,"jpeg_quality":90,"documents":[{"rotation_deg":-1.411,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11886532954014442026,"difficulty":"medium","split":"train"}
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{"image":"images/606_008398.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108501255\",\"ncf\":\"B0118772541\",\"fecha_comprobante\":\"20250907\",\"monto_facturado_servicios\":521.99,\"monto_facturado_bienes\":14707.00,\"itbis_facturado\":2741.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131983202\",\"ncf\":\"B1571662853\",\"fecha_comprobante\":\"20240915\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1095.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132256761\",\"ncf\":\"E456772564552\",\"fecha_comprobante\":\"20250510\",\"monto_facturado_servicios\":740.00,\"monto_facturado_bienes\":10167.00,\"itbis_facturado\":1963.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"DECORACIONES HERMANOS MORONTA\\nTEODORO SANTIAGO MORONTA QUIÑONES\\nRNC EMISOR: 00108501255\\nCLIENTE: ASOCIACION DE PEQUEÑOS Y MEDIANOS\\nVENDE\\nRNC CLIENTE: 430176826\\nFACTURA DE CREDITO FISCAL\\nNCF: B0118772541\\nFACTURA NO.: 6317095\\nAUTORIZACION: 214939403\\nTELEFONO: 809-319-2830\\nFECHA: 07/09/2025  HORA: 12:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,805.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,270.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     426.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,206.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     521.99\\n-------------------------------------------\\nSUBTOTAL RD$       15,228.99\\nIMPUESTO ITBIS RD$       2,741.22\\nTOTAL RD$          17,970.21\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7602583\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 41958298\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDHM\\n\\n--- FACTURA ---\\n\\nON TRADE SUPLIBARES HSS\\nON TRADE SUPLIBARES HSS SRL\\nRNC: 131983202\\nCLIENTE: DOWNTOWN SOLUTIONS SERVICES YAR SRL\\nRNC CLIENTE: 131312519\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1571662853\\nFACTURA NO.: 5368317\\nAUTORIZACION: 96731286\\nTELEFONO: 809-362-2783\\nFECHA: 15/09/2024  HORA: 19:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  PAQUETE   ESPAGUETIS PAQUETE 400 G       145.50\\n    5  LIBRA     HARINA DE TRIGO LIBRA          184.95\\n  7.5  LIBRA     POLLO FRESCO LIBRA             765.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,095.45\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           1,095.45\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6183342\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 74926012\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nTRITONIO MEDICAL PLUS\\nTRITONIO MEDICAL PLUS SRL\\nRNC: 132256761\\nCLIENTE: HAIDELY DEL CARMEN PAULINO DE GRULLON\\nRNC CLIENTE: 05601670051\\nFACTURA DE CREDITO FISCAL\\nNCF E456772564552\\nFACTURA NO.: 8101047\\nAUTORIZACION: 314386893\\nTELEFONO: 809-677-3052\\nFECHA: 10/05/2025  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            740.00\\n    2  UNIDAD    EQUIPO ELECTRICO             6,474.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,123.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         2,570.00\\n----------------------------------------------\\nSUB-TOTAL RD$       10,907.00\\nITBIS 18% RD$       1,963.26\\nTOTAL RD$          12,870.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5906199\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 74621055\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nCOPIA\"}","template_ids":[5,7,12],"business_categories":["comercio_general","colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00108501255","131983202","132256761"],"invoice_ids":["inv_771560f0ed1209af2c0b","inv_2f05c7f10bc2c722b7b1","inv_ea7143a8f68c87b25317"],"observation_id":"obs_f4086c11d4a43ef7ade8","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.768,"red_scale":0.957,"blue_scale":1.043,"contrast_factor":0.827,"brightness_factor":1.051,"blur_sigma":0.543,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.46,"jpeg_quality":79,"documents":[{"rotation_deg":0.467,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.884,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.736,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DHM"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":5362046552234589523,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 28038444\\nDETALLE DE SERVICIOS\\nEntregado\\n\\n--- FACTURA ---\\n\\nASOMUHA\\nRNC EMISOR: 430162612\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLARA ALTAGRACIA RODRIGUEZ T DE ORTEGA\\nRNC CLIENTE: 03100938558\\nFACTURA DE CREDITO FISCAL\\nNCF: E315344341822\\nFACTURA NO.: 8594887\\nAUTORIZACION: 297092991\\nTELEFONO: 809-988-2284\\nFECHA: 25/11/2025  HORA: 15:28\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                                122,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                 75,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      197,500.00\\nITBIS 18% RD$      35,550.00\\nTOTAL RD$         233,050.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7877911\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008429.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430023191\",\"ncf\":\"B0112302792\",\"fecha_comprobante\":\"20251110\",\"monto_facturado\":154000.00,\"itbis_facturado\":27720.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":86890.37,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":94829.63,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAFAEL GOMEZ JONES\\nRNC EMISOR: 00112777388\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION TU GRANITO DE ARENA PARA LA N\\nRNC CLIENTE: 430023191\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0112302792\\nFACTURA NO.: 5910379\\nAUTORIZACION: 809173523\\nTELEFONO: 809-324-3192\\nFECHA: 10/11/2025  HORA: 16:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         39,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n    1  CASO      REPRESENTACION LEGAL        67,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    43,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      154,000.00\\nIMPUESTO ITBIS RD$      27,720.00\\nTOTAL RD$         181,720.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3533423\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 27140024\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00112777388"],"invoice_ids":["inv_31cea098fb4f97e21d9d"],"observation_id":"obs_6f08a911f3dfdcfe92e4","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.961,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":1.0,"brightness_factor":1.026,"blur_sigma":0.108,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":96,"documents":[{"rotation_deg":0.602,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12273586697770138586,"difficulty":"light","split":"train"}
{"image":"images/606_008430.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131620426\",\"ncf\":\"E326782427580\",\"fecha_comprobante\":\"20241227\",\"monto_facturado_servicios\":78000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14040.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"03600320448\",\"ncf\":\"B0230588188\",\"fecha_comprobante\":\"20250729\",\"monto_facturado_servicios\":1321.00,\"monto_facturado_bienes\":15433.50,\"itbis_facturado\":3015.81,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":132.10,\"forma_pago\":4},{\"rnc\":\"132697901\",\"ncf\":\"B1477824894\",\"fecha_comprobante\":\"20250501\",\"monto_facturado_servicios\":5992.50,\"monto_facturado_bienes\":7456.50,\"itbis_facturado\":2420.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"00102919289\",\"ncf\":\"E454388146701\",\"fecha_comprobante\":\"20240626\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7004.40,\"itbis_facturado\":1260.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INVERSIONES PEREZ GALAN\\nINVERSIONES PEREZ GALAN SRL\\nRNC 131620426\\nCLIENTE: WILTECH SRL\\nRNC CLIENTE: 131845673\\nFACTURA DE CREDITO FISCAL\\nNCF E326782427580\\nFACTURA NO.: 8295184\\nAUTORIZACION: 710990525\\nTELEFONO: 809-807-8396\\nFECHA: 27/12/2024  HORA: 14:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       24,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       18,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       11,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   20,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       5,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       78,000.00\\nITBIS RD$      14,040.00\\nTOTAL RD$          92,040.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3880105\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 74148392\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMARIA ALTAGRACIA               SANTOS SALV\\nMARIA ALTAGRACIA               SANTOS\\nSALVADOR\\nRNC 03600320448\\nCLIENTE: RAFAEL BONILLA DE LA CRUZ\\nRNC CLIENTE: 04400005643\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0230588188\\nFACTURA NO.: 1868392\\nAUTORIZACION: 855002150\\nTELEFONO: 809-819-7226\\nFECHA: 29/07/2025  HORA: 12:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,117.50\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,236.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,321.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,615.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,465.00\\n-------------------------------------------\\nSUBTOTAL RD$       16,754.50\\nIMPUESTO ITBIS RD$       3,015.81\\nPROPINA LEGAL RD$       132.10\\nTOTAL RD$          19,902.41\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6590516\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 67591963\\nMAS\\n\\n--- FACTURA ---\\n\\nGRISELDA GARCIA TRUE BEAUTY\\nGRISELDA GARCIA TRUE BEAUTY SRL\\nRNC 132697901\\nCLIENTE: RENSO GENARO TAVAREZ ARIAS\\nRNC CLIENTE: 03103808162\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1477824894\\nFACTURA NO.: 1635097\\nAUTORIZACION: 891143817\\nTELEFONO: 809-892-4645\\nFECHA: 01/05/2025  HORA: 19:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          2,364.50\\n    5  UNIDAD    TINTE PARA CABELLO           4,185.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR          1,589.00\\n    3  UNIDAD    CHAMPU PROFESIONAL           3,271.50\\n    1  SERVICIO  CORTE Y PEINADO              2,039.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,449.00\\nITBIS 18% RD$       2,420.82\\nTOTAL RD$          15,869.82\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 6503369\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 84434222\\nEntregado\\n\\n--- FACTURA ---\\n\\nSOTERO AQUINO DE LA ROSA\\nSOTERO AQUINO DE LA ROSA\\nRNC: 00102919289\\nCLIENTE: MC PETS & PLANTS BOUTIQUE SRL\\nRNC CLIENTE: 130957541\\nFACTURA DE CREDITO FISCAL\\nNCF: E454388146701\\nFACTURA NO.: 0278163\\nAUTORIZACION: 867083517\\nTELEFONO: 809-514-8570\\nFECHA: 26/06/2024  HORA: 16:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,125.90\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   2,878.50\\n-------------------------------------------\\nSUB-TOTAL RD$        7,004.40\\nITBIS RD$       1,260.79\\nTOTAL RD$           8,265.19\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7102204\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 49558640\"}","template_ids":[4,5,3,0],"business_categories":["profesional","comercio_general","belleza","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["131620426","03600320448","132697901","00102919289"],"invoice_ids":["inv_7126d563309645ca96a7","inv_2b8862197607ecbb531b","inv_3f13a634d8358b8773db","inv_61d8a99cdd573b8d9cdb"],"observation_id":"obs_166f91ae7e8130eca3aa","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.59,"augmentation_metadata":{"downscale_factor":0.895,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.919,"brightness_factor":0.887,"blur_sigma":0.348,"crop_applied":false,"camera_distance_factors":[0.897,0.883,0.922,0.968],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":18.41,"jpeg_quality":87,"documents":[{"rotation_deg":1.53,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.297,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.49,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.333,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"MAS"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":4812341040046456076,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 56179080\\nDETALLE DE SERVICIOS\\nPendiente\\n\\n--- FACTURA ---\\n\\nCONDOMINIO RESIDENCIAL MALDIVES 104\\nRNC EMISOR: 430247715\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO ARSO SRL\\nRNC CLIENTE: 133150875\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453755214623\\nFACTURA NO.: 6948611\\nAUTORIZACION: 901989923\\nTELEFONO: 809-212-7193\\nFECHA: 23/07/2024  HORA: 15:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  51,243.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  24,194.95\\n-------------------------------------------\\nSUB-TOTAL RD$       75,437.95\\nIMPUESTO ITBIS RD$      13,578.83\\nTOTAL RD$          89,016.78\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7239435\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 68048765\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCRM\\nAPROBADO\\nArchivado\\n\\n--- FACTURA ---\\n\\nDON EMILIO AGROINDUSTRIAL S A\\nRNC EMISOR: 102308705\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSORCIO DE PROPIETARIOS\\nCONDOMINIO PA\\nRNC CLIENTE: 430289282\\nFACTURA DE CREDITO FISCAL\\nNCF: E442066101257\\nFACTURA NO.: 0137129\\nAUTORIZACION: 546338498\\nTELEFONO: 809-419-4030\\nFECHA: 09/03/2025  HORA: 13:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     935.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,942.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,376.97\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,325.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,579.47\\nITBIS RD$       1,724.30\\nTOTAL RD$          11,303.77\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 8335049\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_008436.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430192082\",\"ncf\":\"B0240563977\",\"fecha_comprobante\":\"20241116\",\"monto_facturado_servicios\":692.50,\"monto_facturado_bienes\":17156.99,\"itbis_facturado\":3212.91,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"130378614\",\"ncf\":\"B1593497548\",\"fecha_comprobante\":\"20240426\",\"monto_facturado_servicios\":194500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":35010.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":74.94,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO LA CUARENTA\\nJUNTA DE CENTRO EDUCATIVO LA CUARENTA\\nRNC: 430192082\\nCLIENTE: ALEXANDRO DE JESUS PEÑA BELLO\\nRNC CLIENTE: 07300131534\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0240563977\\nFACTURA NO.: 1506581\\nAUTORIZACION: 737656485\\nTELEFONO: 809-874-2649\\nFECHA: 16/11/2024  HORA: 09:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     335.99\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,088.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,975.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     692.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   7,758.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,849.49\\nIMPUESTO ITBIS RD$       3,212.91\\nTOTAL RD$          21,062.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9314428\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 28982733\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nQUATRO ARQUITECTOS\\nQUATRO ARQUITECTOS SRL\\nRNC 130378614\\nCLIENTE: SUSA GROUP SRL\\nRNC CLIENTE: 132601671\\nFACTURA DE CREDITO FISCAL\\nNCF: B1593497548\\nFACTURA NO.: 7601920\\nAUTORIZACION: 756504873\\nTELEFONO: 809-545-5830\\nFECHA: 26/04/2024  HORA: 20:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  40,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  52,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  24,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  78,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      194,500.00\\nIMPUESTO ITBIS RD$      35,010.00\\nOTROS IMPUESTOS RD$      74.94\\nTOTAL RD$         229,584.94\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4902793\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 31368266\\nAPROBADO\"}","template_ids":[1,0],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430192082","130378614"],"invoice_ids":["inv_e535476e3c985fb8717d","inv_6fe955db19e2b5df936c"],"observation_id":"obs_e27a7e551f904f856362","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.911,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.001,"brightness_factor":0.995,"blur_sigma":0.176,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":45.63,"jpeg_quality":88,"documents":[{"rotation_deg":-0.762,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.084,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":3346790530009398781,"difficulty":"medium","split":"test"}
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{"image":"images/607_008447.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133638185\",\"ncf\":\"B0230917112\",\"fecha_comprobante\":\"20240125\",\"monto_facturado\":21540.94,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":21540.94,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ESCUELA PROVERBIOS 22 V 6\\nRNC EMISOR: 22300294257\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MA NATURAL VARGAS COSMETI SRL\\nRNC CLIENTE: 133638185\\nFACTURA DE CREDITO FISCAL\\nNCF B0230917112\\nFACTURA NO.: 9901372\\nAUTORIZACION: 739893323\\nTELEFONO: 809-223-7771\\nFECHA: 25/01/2024  HORA: 16:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CUOTA DE INSCRIPCION         6,283.99\\n    1  CURSO     CURSO DE CAPACITACION       15,256.95\\n----------------------------------------------\\nSUBTOTAL RD$       21,540.94\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          21,540.94\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4901705\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 80849357\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["educacion"],"catalog_sources":[["curated"]],"issuer_rncs":["22300294257"],"invoice_ids":["inv_464cc9cdc560033f362d"],"observation_id":"obs_435f00437a63a52dbea6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":5.69,"augmentation_metadata":{"downscale_factor":0.741,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.108,"brightness_factor":1.012,"blur_sigma":0.305,"crop_applied":false,"camera_distance_factors":[0.909],"legibility_scale_corrections":[0.0],"final_contrast_stddev":82.69,"jpeg_quality":91,"documents":[{"rotation_deg":-2.806,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3565209212529762696,"difficulty":"medium","split":"train"}
{"image":"images/606_008448.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103912600\",\"ncf\":\"B0259096012\",\"fecha_comprobante\":\"20240210\",\"monto_facturado_servicios\":88000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15840.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131417175\",\"ncf\":\"E326384409753\",\"fecha_comprobante\":\"20240909\",\"monto_facturado_servicios\":32500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5850.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"YAHAIRA ALTAGRACIA FRANCO VERAS\\nYAHAIRA ALTAGRACIA FRANCO VERAS\\nRNC 03103912600\\nCLIENTE: JOSE JUAN BATISTA VARGAS\\nRNC CLIENTE: 130603715\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0259096012\\nFACTURA NO.: 7434135\\nAUTORIZACION: 372924499\\nTELEFONO: 809-721-1438\\nFECHA: 10/02/2024  HORA: 17:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  18,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  70,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       88,000.00\\nITBIS 18% RD$      15,840.00\\nTOTAL RD$         103,840.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9687137\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 52299853\\nYAF\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nEDITORA Y SUMINISTROS HORIZONTE\\nEDITORA Y SUMINISTROS HORIZONTE SRL\\nRNC EMISOR: 131417175\\nCLIENTE: VEDEILEEN IMPORT EXPORT SRL\\nRNC CLIENTE: 133523736\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326384409753\\nFACTURA NO.: 7691870\\nAUTORIZACION: 487115957\\nTELEFONO: 809-345-6164\\nFECHA: 09/09/2024  HORA: 14:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   32,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       32,500.00\\nIMPUESTO ITBIS RD$       5,850.00\\nTOTAL RD$          38,350.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8222754\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 65496676\\nDETALLE DE SERVICIOS\"}","template_ids":[0,4],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03103912600","131417175"],"invoice_ids":["inv_9b90d780eaa7e247f3aa","inv_639eb1afadea13082fcd"],"observation_id":"obs_3a9912476c35c27259da","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":4.97,"augmentation_metadata":{"downscale_factor":0.601,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.945,"brightness_factor":0.884,"blur_sigma":0.98,"crop_applied":false,"camera_distance_factors":[0.928,0.985],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":74.99,"jpeg_quality":63,"documents":[{"rotation_deg":2.099,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.683,"perspective":0.045,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"YAF"},{"kind":"none","text":""}]},"num_invoices":2,"seed":15446528327667448706,"difficulty":"very_hard","split":"train"}
{"image":"images/607_008449.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"123000618\",\"ncf\":\"E459270590188\",\"fecha_comprobante\":\"20250406\",\"monto_facturado\":26882.95,\"itbis_facturado\":4838.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":31721.88,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DEFTEC\\nRNC EMISOR: 131206328\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPLY CONO\\nRNC CLIENTE: 123000618\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459270590188\\nFACTURA NO.: 6462081\\nAUTORIZACION: 724581776\\nTELEFONO: 809-604-2832\\nFECHA: 06/04/2025  HORA: 09:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,094.95\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  19,308.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,480.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,882.95\\nIMPUESTO ITBIS RD$       4,838.93\\nTOTAL RD$          31,721.88\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3555681\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 16143508\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131206328"],"invoice_ids":["inv_5943d3d1049f96f6ff38"],"observation_id":"obs_43b442a6eb0d89ce39f1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.2,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.011,"brightness_factor":1.009,"blur_sigma":0.156,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.24,"jpeg_quality":90,"documents":[{"rotation_deg":0.168,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14099754487897437796,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 11266609\\nDETALLE DE SERVICIOS\\nCOPIA\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nSOLUCIONES EMAR\\nSOLUCIONES EMAR SRL\\nRNC 131372295\\nCLIENTE: SOLUCIONES CIRPOL C POR A\\nRNC CLIENTE: 130475954\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456315944897\\nFACTURA NO.: 0814420\\nAUTORIZACION: 158975008\\nTELEFONO: 809-990-5845\\nFECHA: 02/02/2024  HORA: 20:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  24,205.00\\n-------------------------------------------\\nSUBTOTAL RD$       24,205.00\\nIMPUESTO ITBIS RD$       4,356.90\\nTOTAL RD$          28,561.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2785354\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 74801606\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDICEE\\nDISENOS INVERSIONES Y CONSTRUCCIONES CASTILLO EN\\nRNC 130506622\\nCLIENTE: MARIA TERESA POU GONZALEZ\\nRNC CLIENTE: 03700705944\\nFACTURA DE CREDITO FISCAL\\nNCF: E319779031422\\nFACTURA NO.: 2453544\\nAUTORIZACION: 627416834\\nTELEFONO: 809-918-9879\\nFECHA: 14/12/2024  HORA: 14:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,000.00\\n    1  MES       SUPERVISION DE OBRA         42,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    32,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   67,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      184,500.00\\nIMPUESTO ITBIS RD$      33,210.00\\nTOTAL RD$         217,710.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2434861\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 88429787\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,5,2],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131088996","131372295","130506622"],"invoice_ids":["inv_c6c2ce7f1b557466b096","inv_4c03f519d78c1994a687","inv_c2130687d7218208ae26"],"observation_id":"obs_4169e8db49cbeef4378d","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.678,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":1.041,"brightness_factor":1.068,"blur_sigma":0.8,"crop_applied":false,"camera_distance_factors":[0.898,0.988,0.935],"legibility_scale_corrections":[0.008,0.0,0.0],"final_contrast_stddev":76.34,"jpeg_quality":62,"documents":[{"rotation_deg":3.754,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":5.14,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.854,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13422483816229588770,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_008452.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132599535\",\"ncf\":\"B1406251671\",\"fecha_comprobante\":\"20241121\",\"monto_facturado_servicios\":1598.95,\"monto_facturado_bienes\":264.00,\"itbis_facturado\":335.33,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"LIQORO\\nLIQORO SRL\\nRNC: 132599535\\nCLIENTE: MINISTERIO EVANGELISTICO CANAL DE BENDI\\nRNC CLIENTE: 430033782\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1406251671\\nFACTURA NO.: 8800447\\nAUTORIZACION: 604183654\\nTELEFONO: 809-792-2739\\nFECHA: 21/11/2024  HORA: 12:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            264.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,598.95\\n----------------------------------------------\\nSUB-TOTAL RD$        1,862.95\\nITBIS 18% RD$         335.33\\nTOTAL RD$           2,198.28\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7437007\\nGRACIAS POR SU COMPRA\\nPagado\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132599535"],"invoice_ids":["inv_2c158e1eb71089938313"],"observation_id":"obs_97a3198b2d5e122f00d7","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.945,"brightness_factor":1.028,"blur_sigma":0.089,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.5,"jpeg_quality":90,"documents":[{"rotation_deg":-0.461,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4744062895592091097,"difficulty":"light","split":"train"}
{"image":"images/607_008453.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05600020936\",\"ncf\":\"E456531163794\",\"fecha_comprobante\":\"20240404\",\"monto_facturado\":209000.00,\"itbis_facturado\":37620.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":246620.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INGENIERO CIVIL\\nRNC EMISOR: 01900004464\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DELFIN BALDERA SOSA\\nRNC CLIENTE: 05600020936\\nFACTURA DE CREDITO FISCAL\\nNCF E456531163794\\nFACTURA NO.: 4941846\\nAUTORIZACION: 302094942\\nTELEFONO: 809-601-2897\\nFECHA: 04/04/2024  HORA: 19:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   21,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    43,000.00\\n    1  CASO      REPRESENTACION LEGAL        52,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   72,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      209,000.00\\nIMPUESTO ITBIS RD$      37,620.00\\nTOTAL RD$         246,620.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1469378\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCompra almacen\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["01900004464"],"invoice_ids":["inv_c5107ae87dca500e16c1"],"observation_id":"obs_fa3947be84e5c020b3bc","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.48,"augmentation_metadata":{"downscale_factor":0.771,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.981,"brightness_factor":0.996,"blur_sigma":0.144,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.19,"jpeg_quality":88,"documents":[{"rotation_deg":2.236,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4212373707882880365,"difficulty":"hard","split":"train"}
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{"image":"images/607_008457.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"13600166816\",\"ncf\":\"B0161125506\",\"fecha_comprobante\":\"20250101\",\"monto_facturado\":36225.95,\"itbis_facturado\":6520.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":42746.62,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PRESTAMOS E INVERSERVICIOS FABITEO\\nRNC EMISOR: 133095238\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LIDIA MARIANA HICIANO TORRES\\nRNC CLIENTE: 13600166816\\nFACTURA DE CREDITO FISCAL\\nNCF B0161125506\\nFACTURA NO.: 8204214\\nAUTORIZACION: 576467950\\nTELEFONO: 809-633-2143\\nFECHA: 01/01/2025  HORA: 15:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,387.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,292.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     689.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,379.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,478.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       36,225.95\\nIMPUESTO ITBIS RD$       6,520.67\\nTOTAL RD$          42,746.62\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6866497\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 39409541\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133095238"],"invoice_ids":["inv_da5bfe8db14c953a9da3"],"observation_id":"obs_ac70ea16f9e14506539f","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":8.04,"augmentation_metadata":{"downscale_factor":0.93,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.904,"brightness_factor":0.845,"blur_sigma":0.018,"crop_applied":false,"camera_distance_factors":[0.973],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.64,"jpeg_quality":87,"documents":[{"rotation_deg":0.295,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":763421071461418234,"difficulty":"light","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 92344566\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nYRU\\nPAGADO\\n\\n--- FACTURA ---\\n\\nFUNDACION CARRERA DE ANGEL VERDE\\nFUNDACION CARRERA DE ANGEL VERDE\\nRNC: 430288472\\nCLIENTE: FUNDACION EVARISTO DIAZ\\nRNC CLIENTE: 430362506\\nFACTURA DE CREDITO FISCAL\\nNCF: B0256657246\\nFACTURA NO.: 0954035\\nAUTORIZACION: 959241651\\nTELEFONO: 809-613-3106\\nFECHA: 15/02/2024  HORA: 19:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         76,500.00\\n    1  SERVICIO  ASESORIA TECNICA            16,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    5,000.00\\n    1  PROYECTO  DISENO DE PLANOS           100,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       27,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      224,500.00\\nITBIS 18% RD$      40,410.00\\nTOTAL RD$         264,910.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2984100\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 41401745\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOLMADO FELIX\\nFELIX BENERIO BELTRE JIMENEZ\\nRNC 130640351\\nCLIENTE: WENDER UREÑA SANCHEZ\\nRNC CLIENTE: 00112508189\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323297282688\\nFACTURA NO.: 4831848\\nAUTORIZACION: 933319375\\nTELEFONO: 809-645-8726\\nFECHA: 29/06/2025  HORA: 12:34\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   3,245.00\\n    1  UNIDAD    DETERGENTE EN POLVO\\n                                     283.00\\n    3  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     822.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,350.00\\nITBIS RD$         635.04\\nTOTAL RD$           4,985.04\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5464305\\nGRACIAS POR SU COMPRA\\nCF\\nPAGADO\"}","template_ids":[2,4,5],"business_categories":["profesional","profesional","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03102261470","430288472","130640351"],"invoice_ids":["inv_8e8a5b81b15862e38528","inv_e53c4fe5db72d4b12627","inv_ef38b635c3ff76d012c0"],"observation_id":"obs_c0d464d4ee042c7a8d0c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.72,"augmentation_metadata":{"downscale_factor":0.74,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.842,"brightness_factor":0.862,"blur_sigma":0.591,"crop_applied":true,"camera_distance_factors":[0.973,0.958,0.926],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.54,"jpeg_quality":79,"documents":[{"rotation_deg":3.719,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":4.125,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":3.753,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"YRU"},{"kind":"none","text":""},{"kind":"initials","text":"CF"}]},"num_invoices":3,"seed":8802785407654154397,"difficulty":"hard","split":"train"}
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{"image":"images/607_008465.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430061395\",\"ncf\":\"B1534385427\",\"fecha_comprobante\":\"20250723\",\"monto_facturado\":75500.00,\"itbis_facturado\":13590.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":53361.02,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":35728.98,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARGARITA S BUFFET S A\\nRNC EMISOR: 130504989\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONDOMINIO TORRENUEVA\\nRNC CLIENTE: 430061395\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1534385427\\nFACTURA NO.: 0050661\\nAUTORIZACION: 253846330\\nTELEFONO: 809-358-3885\\nFECHA: 23/07/2025  HORA: 11:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   75,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       75,500.00\\nITBIS RD$      13,590.00\\nTOTAL RD$          89,090.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2774312\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 90173329\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130504989"],"invoice_ids":["inv_8913f56622dd189053c4"],"observation_id":"obs_93ce7c63a9880f00756f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.587,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.913,"brightness_factor":0.843,"blur_sigma":0.868,"crop_applied":false,"camera_distance_factors":[0.955],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.66,"jpeg_quality":72,"documents":[{"rotation_deg":-2.955,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6548975889522800006,"difficulty":"medium","split":"train"}
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{"image":"images/607_008483.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"122004009\",\"ncf\":\"E459720965861\",\"fecha_comprobante\":\"20250410\",\"monto_facturado\":16903.25,\"itbis_facturado\":3042.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":19945.84,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00106249303\",\"ncf\":\"E312763683332\",\"fecha_comprobante\":\"20240903\",\"monto_facturado\":327000.00,\"itbis_facturado\":58860.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":39.02,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":385899.02,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LA MOSSA BLU SPORT ACTIVITIES\\nRNC EMISOR: 131026451\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: A A THEOREME S A\\nRNC CLIENTE: 122004009\\nFACTURA DE CREDITO FISCAL\\nNCF: E459720965861\\nFACTURA NO.: 8555024\\nAUTORIZACION: 506444143\\nTELEFONO: 809-230-3103\\nFECHA: 10/04/2025  HORA: 09:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,366.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,270.85\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     998.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,082.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,185.90\\n-------------------------------------------\\nSUBTOTAL RD$       16,903.25\\nIMPUESTO ITBIS RD$       3,042.59\\nTOTAL RD$          19,945.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6122239\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 96262370\\n\\n--- FACTURA ---\\n\\nSHAKIRA ROSE RODRIGUEZ DE LIRIANO\\nRNC EMISOR: 03103634063\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANA JULIA MARTINEZ CRUZ\\nRNC CLIENTE: 00106249303\\nFACTURA DE CREDITO FISCAL\\nNCF: E312763683332\\nFACTURA NO.: 4047954\\nAUTORIZACION: 413464150\\nTELEFONO: 809-432-9969\\nFECHA: 03/09/2024  HORA: 16:09\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                                 23,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                134,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                                 85,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 84,500.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      327,000.00\\nIMPUESTO ITBIS RD$      58,860.00\\nOTROS IMPUESTOS RD$      39.02\\nTOTAL RD$         385,899.02\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7097404\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 42801736\"}","template_ids":[0,9],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131026451","03103634063"],"invoice_ids":["inv_d73aa7da6a641157d20c","inv_1e7a2a1a86a90d930232"],"observation_id":"obs_23136292ba12612fa9de","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.77,"augmentation_metadata":{"downscale_factor":0.986,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.021,"brightness_factor":1.03,"blur_sigma":0.209,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":27.93,"jpeg_quality":94,"documents":[{"rotation_deg":-0.36,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.383,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14667801067361624076,"difficulty":"medium","split":"validation"}
{"image":"images/606_008484.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101122252\",\"ncf\":\"B0211843420\",\"fecha_comprobante\":\"20241215\",\"monto_facturado_servicios\":57500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10350.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FROILAN TAVARES Y ASOC CXA\\nFROILAN TAVARES Y ASOC CXA\\nRNC: 101122252\\nCLIENTE: DEL HENDRIX CONSULTING SRL\\nRNC CLIENTE: 132187628\\nFACTURA DE CREDITO FISCAL\\nNCF: B0211843420\\nFACTURA NO.: 1269239\\nAUTORIZACION: 888178927\\nTELEFONO: 809-434-7328\\nFECHA: 15/12/2024  HORA: 15:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  17,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  35,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   5,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       57,500.00\\nIMPUESTO ITBIS RD$      10,350.00\\nTOTAL RD$          67,850.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7443241\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 84503146\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101122252"],"invoice_ids":["inv_8028a3c00a3df968a7ac"],"observation_id":"obs_b83d74907aabfdf37133","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.33,"augmentation_metadata":{"downscale_factor":0.79,"red_scale":1.047,"blue_scale":0.953,"contrast_factor":0.775,"brightness_factor":1.013,"blur_sigma":0.335,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.52,"jpeg_quality":81,"documents":[{"rotation_deg":-0.115,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13767641670679216444,"difficulty":"hard","split":"train"}
{"image":"images/607_008485.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111670675\",\"ncf\":\"E313169530141\",\"fecha_comprobante\":\"20250902\",\"monto_facturado\":6042.00,\"itbis_facturado\":1087.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7129.56,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA LIBANESSA DILONE RODRIGUEZ\\nRNC EMISOR: 00118384247\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLANCA AMELIA CABRAL DE BELLIARD\\nRNC CLIENTE: 00111670675\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313169530141\\nFACTURA NO.: 9899396\\nAUTORIZACION: 311411303\\nTELEFONO: 809-531-7962\\nFECHA: 02/09/2025  HORA: 09:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,389.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,653.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,042.00\\nITBIS 18% RD$       1,087.56\\nTOTAL RD$           7,129.56\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2487676\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 34250809\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00118384247"],"invoice_ids":["inv_4ea84e9aef5e8f5b6f44"],"observation_id":"obs_44bdfecf58201ab25f7f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.34,"augmentation_metadata":{"downscale_factor":0.893,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.097,"brightness_factor":1.077,"blur_sigma":0.598,"crop_applied":false,"camera_distance_factors":[0.909],"legibility_scale_corrections":[0.0],"final_contrast_stddev":78.81,"jpeg_quality":78,"documents":[{"rotation_deg":2.216,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":7857590403213427308,"difficulty":"medium","split":"test"}
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{"image":"images/606_008500.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132548779\",\"ncf\":\"E455466700176\",\"fecha_comprobante\":\"20251127\",\"monto_facturado_servicios\":241000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":43380.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"GRUPO ESTRESE\\nGRUPO ESTRESE SRL\\nRNC EMISOR: 132548779\\nCLIENTE: TAKA COMPUTER SD SRL\\nRNC CLIENTE: 132565827\\nFACTURA DE CREDITO FISCAL\\nNCF: E455466700176\\nFACTURA NO.: 0059984\\nAUTORIZACION: 425174136\\nTELEFONO: 809-455-4653\\nFECHA: 27/11/2025  HORA: 17:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,500.00\\n    1  PROYECTO  DISENO DE PLANOS            29,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   65,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       10,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      131,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      241,000.00\\nITBIS RD$      43,380.00\\nTOTAL RD$         284,380.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8073359\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 97813163\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPagado\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132548779"],"invoice_ids":["inv_efcd8af41f5befd47fef"],"observation_id":"obs_cd329dd3b3de101d58fd","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.656,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.847,"brightness_factor":1.1,"blur_sigma":0.299,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.1,"jpeg_quality":79,"documents":[{"rotation_deg":0.177,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2088805821046733077,"difficulty":"hard","split":"train"}
{"image":"images/607_008501.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130779783\",\"ncf\":\"B1516600206\",\"fecha_comprobante\":\"20240226\",\"monto_facturado\":131500.00,\"itbis_facturado\":23670.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":155170.00}],\"ocr\":\"CCS TRAVEL & TOURS DR\\nRNC EMISOR: 133493421\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GESTIMUND SRL\\nRNC CLIENTE: 130779783\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1516600206\\nFACTURA NO.: 9812742\\nAUTORIZACION: 378653689\\nTELEFONO: 809-808-5330\\nFECHA: 26/02/2024  HORA: 15:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                 105,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  23,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   3,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$      131,500.00\\nITBIS 18% RD$      23,670.00\\nTOTAL RD$         155,170.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6471341\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 91779423\\nCTT\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133493421"],"invoice_ids":["inv_3944c5c1461445380591"],"observation_id":"obs_63a1153988c6132f52d5","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.38,"augmentation_metadata":{"downscale_factor":0.954,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":1.008,"brightness_factor":0.992,"blur_sigma":0.046,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.76,"jpeg_quality":96,"documents":[{"rotation_deg":-0.364,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CTT"}]},"num_invoices":1,"seed":16164978884907024881,"difficulty":"light","split":"train"}
{"image":"images/606_008502.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133694115\",\"ncf\":\"E442124358834\",\"fecha_comprobante\":\"20240524\",\"monto_facturado_servicios\":8515.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1532.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ABUFER FRESH SUPPLY\\nABUFER FRESH SUPPLY SRL\\nRNC EMISOR: 133694115\\nCLIENTE: ALONCITA HIDALGO GIL\\nRNC CLIENTE: 13600108958\\nFACTURA DE CREDITO FISCAL\\nNCF: E442124358834\\nFACTURA NO.: 1096922\\nAUTORIZACION: 974099115\\nTELEFONO: 809-467-2729\\nFECHA: 24/05/2024  HORA: 12:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA          8,515.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,515.00\\nIMPUESTO ITBIS RD$       1,532.70\\nTOTAL RD$          10,047.70\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1863300\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 63006356\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\"}","template_ids":[13],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["133694115"],"invoice_ids":["inv_1dc938997620755a60b2"],"observation_id":"obs_9b951613562bc7ccfa13","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.61,"augmentation_metadata":{"downscale_factor":0.844,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":1.109,"brightness_factor":0.953,"blur_sigma":0.642,"crop_applied":false,"camera_distance_factors":[0.916],"legibility_scale_corrections":[0.0],"final_contrast_stddev":75.21,"jpeg_quality":72,"documents":[{"rotation_deg":4.076,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5241138698777759246,"difficulty":"medium","split":"train"}
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{"image":"images/607_008505.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"11700043893\",\"ncf\":\"E441527836351\",\"fecha_comprobante\":\"20250602\",\"monto_facturado\":42654.70,\"itbis_facturado\":7677.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":50332.55,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130774422\",\"ncf\":\"E452539232482\",\"fecha_comprobante\":\"20251207\",\"monto_facturado\":49858.50,\"itbis_facturado\":8974.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":58833.03,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132009665\",\"ncf\":\"B1567493709\",\"fecha_comprobante\":\"20250621\",\"monto_facturado\":4275.00,\"itbis_facturado\":769.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3576.44,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1468.06,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ELECTROMANUFACTORY GONZALEZ C POR A\\nRNC EMISOR: 105016011\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NARCISO ANTOLIN PEÑA FLEURIS\\nRNC CLIENTE: 11700043893\\nFACTURA DE CREDITO FISCAL\\nNCF: E441527836351\\nFACTURA NO.: 3733662\\nAUTORIZACION: 659418651\\nTELEFONO: 809-216-5677\\nFECHA: 02/06/2025  HORA: 15:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          9,759.95\\n    1  SERVICIO  SERVICIO DE ENTREGA            739.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,096.00\\n    5  UNIDAD    EQUIPO ELECTRICO            31,059.75\\n----------------------------------------------\\nSUBTOTAL RD$       42,654.70\\nITBIS RD$       7,677.85\\nTOTAL RD$          50,332.55\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4925480\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 15181158\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nWALTER HOCHIMIN MORBAN RIJO RIJO\\nRNC EMISOR: 02300634249\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELLY CABREJA & ASOCIADOS SRL\\nRNC CLIENTE: 130774422\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452539232482\\nFACTURA NO.: 6258906\\nAUTORIZACION: 979086253\\nTELEFONO: 809-818-9397\\nFECHA: 07/12/2025  HORA: 11:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            20,446.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,206.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            714.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,852.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        24,640.00\\n----------------------------------------------\\nSUB-TOTAL RD$       49,858.50\\nIMPUESTO ITBIS RD$       8,974.53\\nTOTAL RD$          58,833.03\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6756081\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nOTILIO ESPINAL MARTINEZ\\nRNC EMISOR: 00107015398\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ELITE PEST CONTROL BLANMEN SRL\\nRNC CLIENTE: 132009665\\nFACTURA DE CREDITO FISCAL\\nNCF B1567493709\\nFACTURA NO.: 3980716\\nAUTORIZACION: 248878498\\nTELEFONO: 809-337-1702\\nFECHA: 21/06/2025  HORA: 13:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO         4,275.00\\n----------------------------------------------\\nSUBTOTAL RD$        4,275.00\\nIMPUESTO ITBIS RD$         769.50\\nTOTAL RD$           5,044.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 4914296\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 46172503\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[12,4,11],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["105016011","02300634249","00107015398"],"invoice_ids":["inv_866a8bffd9af107eb81d","inv_aafb3a3efd0ce2d88a26","inv_b685637582776cad6791"],"observation_id":"obs_c380fe21707f8a0d5a5f","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.992,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.986,"brightness_factor":0.995,"blur_sigma":0.213,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":22.72,"jpeg_quality":96,"documents":[{"rotation_deg":0.094,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.561,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.455,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17420747161152953066,"difficulty":"hard","split":"train"}
{"image":"images/606_008506.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430046612\",\"ncf\":\"B1430938665\",\"fecha_comprobante\":\"20241206\",\"monto_facturado_servicios\":33500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FUNDETEL\\nFUNDACION PARA EL DESARROLLO Y FOMENTO DE LAS TE\\nRNC EMISOR: 430046612\\nCLIENTE: VIAJES TURMUNDO S A\\nRNC CLIENTE: 101132957\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1430938665\\nFACTURA NO.: 6374879\\nAUTORIZACION: 467949356\\nTELEFONO: 809-638-3568\\nFECHA: 06/12/2024  HORA: 13:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES     4,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   29,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       33,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          33,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1407659\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 63703836\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430046612"],"invoice_ids":["inv_9c0f0aea849e5d6f5eee"],"observation_id":"obs_3e650cf40a097b9590d9","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":1.042,"blue_scale":0.958,"contrast_factor":0.972,"brightness_factor":0.866,"blur_sigma":0.298,"crop_applied":false,"camera_distance_factors":[0.998],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.16,"jpeg_quality":89,"documents":[{"rotation_deg":-0.829,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13878164803131032171,"difficulty":"light","split":"test"}
{"image":"images/607_008507.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101884045\",\"ncf\":\"B1576336319\",\"fecha_comprobante\":\"20250511\",\"monto_facturado\":147719.40,\"itbis_facturado\":26589.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":174308.89}],\"ocr\":\"DIMITRY S RENTAL CARS\\nRNC EMISOR: 132533186\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES KUMBAL S A\\nRNC CLIENTE: 101884045\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1576336319\\nFACTURA NO.: 8191720\\nAUTORIZACION: 41884186\\nTELEFONO: 809-485-1519\\nFECHA: 11/05/2025  HORA: 11:50\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  VIAJE     SERVICIO DE MENSAJERIA\\n                                                    538.00\\n    3  VIAJE     TRANSPORTE DE CARGA\\n                                                121,921.50\\n    1  SERVICIO  GESTION LOGISTICA\\n                                                 20,520.95\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                                    397.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                                  4,341.95\\n----------------------------------------------------------\\nSUBTOTAL RD$      147,719.40\\nITBIS 18% RD$      26,589.49\\nTOTAL RD$         174,308.89\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 8084318\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 26803902\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["132533186"],"invoice_ids":["inv_46797b1ab4b2b678331e"],"observation_id":"obs_108436d050dd667d0813","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":9.99,"augmentation_metadata":{"downscale_factor":0.764,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.043,"brightness_factor":1.02,"blur_sigma":0.051,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.23,"jpeg_quality":90,"documents":[{"rotation_deg":-0.691,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10184050001011489573,"difficulty":"hard","split":"train"}
{"image":"images/606_008508.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132290208\",\"ncf\":\"E457689698159\",\"fecha_comprobante\":\"20250706\",\"monto_facturado_servicios\":748.00,\"monto_facturado_bienes\":15351.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00116444258\",\"ncf\":\"B1552715806\",\"fecha_comprobante\":\"20241108\",\"monto_facturado_servicios\":125000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131625495\",\"ncf\":\"B0288825275\",\"fecha_comprobante\":\"20250223\",\"monto_facturado_servicios\":790.00,\"monto_facturado_bienes\":6874.90,\"itbis_facturado\":1379.68,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"KIMBA TV NETWORK\\nKIMBA TV NETWORK SRL\\nRNC: 132290208\\nCLIENTE: INVERSIONES FLORIDA S A\\nRNC CLIENTE: 101721936\\nFACTURA DE CREDITO FISCAL\\nNCF: E457689698159\\nFACTURA NO.: 7883320\\nAUTORIZACION: 557970281\\nTELEFONO: 809-815-3885\\nFECHA: 06/07/2025  HORA: 20:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  15,351.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     748.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,099.00\\nITBIS RD$           0.00\\nTOTAL RD$          16,099.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7561860\\nGRACIAS POR SU COMPRA\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nEDWARD LUIS BIDO PEREZ\\nEDWARD LUIS                    BIDO PEREZ\\nRNC EMISOR: 00116444258\\nCLIENTE: FUNDACION MIREYA CAMILO\\nRNC CLIENTE: 430385982\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1552715806\\nFACTURA NO.: 6185949\\nAUTORIZACION: 487371691\\nTELEFONO: 809-474-3022\\nFECHA: 08/11/2024  HORA: 13:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            90,000.00\\n    1  SERVICIO  ASESORIA TECNICA            35,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      125,000.00\\nITBIS RD$      22,500.00\\nTOTAL RD$         147,500.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5892081\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 51761424\\n\\n--- FACTURA ---\\n\\nMERCADEO ESTRATEGICO EN REDES DE COMUNICAC\\nMERCADEO ESTRATEGICO EN REDES DE COMUNICACION ME\\nRNC: 131625495\\nCLIENTE: ANTONY CALDERON DE JESUS\\nRNC CLIENTE: 04900536220\\nFACTURA DE CREDITO FISCAL\\nNCF: B0288825275\\nFACTURA NO.: 1197790\\nAUTORIZACION: 290785929\\nTELEFONO: 809-610-8501\\nFECHA: 23/02/2025  HORA: 12:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          5,211.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            790.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         1,663.90\\n----------------------------------------------\\nSUB-TOTAL RD$        7,664.90\\nITBIS 18% RD$       1,379.68\\nTOTAL RD$           9,044.58\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6789373\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 33912052\\nDETALLE DE SERVICIOS\"}","template_ids":[5,3,4],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132290208","00116444258","131625495"],"invoice_ids":["inv_1c079e35d44d979dd0f7","inv_81b87ba23b2806ed480b","inv_f782b4c3054cf3b95935"],"observation_id":"obs_e4373b38432d1d1bc8a5","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.012,"brightness_factor":0.99,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":95,"documents":[{"rotation_deg":-0.104,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.116,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.004,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2077462889400055444,"difficulty":"hard","split":"train"}
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{"image":"images/606_008536.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04500037074\",\"ncf\":\"E447680542732\",\"fecha_comprobante\":\"20250113\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3185.50,\"itbis_facturado\":507.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FELIZ DARIO CRUZ FERNANDEZ\\nFELIZ DARIO CRUZ FERNANDEZ\\nRNC: 04500037074\\nCLIENTE: KILVEN KELVIN SANTANA SANTANA\\nRNC CLIENTE: 02400187304\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447680542732\\nFACTURA NO.: 7989077\\nAUTORIZACION: 638836749\\nTELEFONO: 809-768-4132\\nFECHA: 13/01/2025  HORA: 15:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  LIBRA     ARROZ SELECTO LIBRA            102.00\\n    2  LIBRA     AZUCAR CREMA LIBRA              90.00\\n    5  UNIDAD    ACEITE VEGETAL 1 GAL         2,472.50\\n    3  PAQUETE   SERVILLETAS PAQUETE 100 UND      348.00\\n    1  UNIDAD    HABICHUELAS 800 G              173.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,185.50\\nITBIS RD$         507.69\\nTOTAL RD$           3,693.19\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4264126\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 89676199\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated","sidip_proconsumidor"]],"issuer_rncs":["04500037074"],"invoice_ids":["inv_9bfec26baa60faba0a72"],"observation_id":"obs_17f4ab032e92a3f0512e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.74,"augmentation_metadata":{"downscale_factor":0.82,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.665,"brightness_factor":1.032,"blur_sigma":0.321,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.94,"jpeg_quality":82,"documents":[{"rotation_deg":-0.601,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3488765509526609070,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 57413210\\n\\n--- FACTURA ---\\n\\nCYAN GROUP\\nRNC EMISOR: 131912044\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAXENCE MICHA ER S A\\nRNC CLIENTE: 130490341\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443275882393\\nFACTURA NO.: 3115247\\nAUTORIZACION: 852698258\\nTELEFONO: 809-540-7234\\nFECHA: 20/02/2024  HORA: 20:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,688.00\\n    5  UNIDAD    MATERIAL DE OFICINA          5,245.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        30,849.75\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            302.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       38,085.70\\nITBIS 18% RD$       6,855.43\\nTOTAL RD$          44,941.13\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2343822\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nKRANE INTERNATIONAL\\nRNC EMISOR: 131514324\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KELVYN ADOLFO RAPOSO REYES\\nRNC CLIENTE: 00113476584\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1453803330\\nFACTURA NO.: 6876230\\nAUTORIZACION: 270703386\\nTELEFONO: 809-971-4716\\nFECHA: 25/08/2025  HORA: 09:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  VISITA    INSPECCION TECNICA          28,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    29,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       74,500.00\\nITBIS 18% RD$      13,410.00\\nTOTAL RD$          87,910.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2354479\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[13,10,4],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00111257150","131912044","131514324"],"invoice_ids":["inv_74b767ee18c30cbad670","inv_57a59debdd37fd98fa0f","inv_d79d682797f6be44a73c"],"observation_id":"obs_c58a768fb52c912ec505","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.988,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.25,"jpeg_quality":98,"documents":[{"rotation_deg":-0.026,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.005,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.07,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6988524046583050079,"difficulty":"hard","split":"train"}
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{"image":"images/607_008547.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111909651\",\"ncf\":\"E445701334480\",\"fecha_comprobante\":\"20250209\",\"monto_facturado\":1215.97,\"itbis_facturado\":181.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1397.40,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132387201\",\"ncf\":\"E329427394374\",\"fecha_comprobante\":\"20250517\",\"monto_facturado\":25960.95,\"itbis_facturado\":4672.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9348.75,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":21285.17,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DOMINGA GASTROBAR\\nRNC EMISOR: 130914958\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUSTO ALBERTO PAULINO HENRIQUEZ\\nRNC CLIENTE: 00111909651\\nFACTURA DE CREDITO FISCAL\\nNCF E445701334480\\nFACTURA NO.: 5876230\\nAUTORIZACION: 675373662\\nTELEFONO: 809-988-2167\\nFECHA: 09/02/2025  HORA: 12:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  GALON     CLORO LIQUIDO 1 GALON\\n                                     395.97\\n    2  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     208.00\\n    5  UNIDAD    REFRESCO 2.5 LITROS\\n                                     545.00\\n    1  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                      67.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,215.97\\nITBIS RD$         181.43\\nTOTAL RD$           1,397.40\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6462733\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 43379840\\n\\n--- FACTURA ---\\n\\nMANUEL GOMEZ GARCIA\\nRNC EMISOR: 00108732454\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLINICA ODONTOLOGICA DRA JAZMIN\\nMONEGRO\\nRNC CLIENTE: 132387201\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329427394374\\nFACTURA NO.: 7378517\\nAUTORIZACION: 334235300\\nTELEFONO: 809-576-7574\\nFECHA: 17/05/2025  HORA: 15:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,150.99\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,877.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,227.96\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  20,070.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,635.00\\n-------------------------------------------\\nSUBTOTAL RD$       25,960.95\\nITBIS 18% RD$       4,672.97\\nTOTAL RD$          30,633.92\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6723588\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 59500127\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0],"business_categories":["colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130914958","00108732454"],"invoice_ids":["inv_5c7c43cab1eacb2b5f4a","inv_c631c6154be481a9b620"],"observation_id":"obs_3b585860929af77c9ada","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.29,"augmentation_metadata":{"downscale_factor":0.975,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.957,"brightness_factor":1.022,"blur_sigma":0.161,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.13,"jpeg_quality":93,"documents":[{"rotation_deg":0.684,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.088,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5279162709318661230,"difficulty":"medium","split":"train"}
{"image":"images/606_008548.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133353172\",\"ncf\":\"B0117711093\",\"fecha_comprobante\":\"20240605\",\"monto_facturado_servicios\":2082.50,\"monto_facturado_bienes\":13614.00,\"itbis_facturado\":2825.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"TRANSITOSMART\\nTRANSITOSMART SRL\\nRNC: 133353172\\nCLIENTE: ARIKEIMY\\nJIMENEZ\\nRNC CLIENTE: 00201572815\\nFACTURA DE CREDITO FISCAL\\nNCF B0117711093\\nFACTURA NO.: 5659543\\nAUTORIZACION: 52653877\\nTELEFONO: 809-477-9026\\nFECHA: 05/06/2024  HORA: 14:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,614.00\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,082.50\\n-------------------------------------------\\nSUBTOTAL RD$       15,696.50\\nIMPUESTO ITBIS RD$       2,825.37\\nTOTAL RD$          18,521.87\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9062552\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 35368721\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133353172"],"invoice_ids":["inv_ed0d73cb8f972b8cdffe"],"observation_id":"obs_4a85d405bf79c936b178","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":9.89,"augmentation_metadata":{"downscale_factor":0.764,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.659,"brightness_factor":1.069,"blur_sigma":0.687,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.3,"jpeg_quality":81,"documents":[{"rotation_deg":-1.134,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17330363327717419226,"difficulty":"hard","split":"validation"}
{"image":"images/607_008549.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132560051\",\"ncf\":\"E448016588183\",\"fecha_comprobante\":\"20240920\",\"monto_facturado\":13791.80,\"itbis_facturado\":2482.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":16274.32,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133730936\",\"ncf\":\"B1561224597\",\"fecha_comprobante\":\"20251206\",\"monto_facturado\":181500.00,\"itbis_facturado\":32670.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":214170.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133674564\",\"ncf\":\"E443774492818\",\"fecha_comprobante\":\"20250614\",\"monto_facturado\":80500.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":80500.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DOMIGOLF S A\\nRNC EMISOR: 130023621\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MUTUA DOMINICANA SRL\\nRNC CLIENTE: 132560051\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448016588183\\nFACTURA NO.: 5054529\\nAUTORIZACION: 804000346\\nTELEFONO: 809-880-4047\\nFECHA: 20/09/2024  HORA: 11:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   5,759.80\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,032.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,791.80\\nIMPUESTO ITBIS RD$       2,482.52\\nTOTAL RD$          16,274.32\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6998972\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSANTA MARTA CARDERON\\nRNC EMISOR: 00106590235\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZENTRA REPUBLIK CORPORATIONS PL\\nSRL\\nRNC CLIENTE: 133730936\\nFACTURA DE CREDITO FISCAL\\nNCF: B1561224597\\nFACTURA NO.: 7074452\\nAUTORIZACION: 752243162\\nTELEFONO: 809-815-1262\\nFECHA: 06/12/2025  HORA: 12:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  35,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  91,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  19,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  35,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      181,500.00\\nITBIS RD$      32,670.00\\nTOTAL RD$         214,170.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7965923\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 35639785\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSMC\\nOK\\n\\n--- FACTURA ---\\n\\nMICRIPANV\\nRNC EMISOR: 430059218\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VIRALATAS INC SRL\\nRNC CLIENTE: 133674564\\nFACTURA DE CREDITO FISCAL\\nNCF: E443774492818\\nFACTURA NO.: 9695174\\nAUTORIZACION: 935022573\\nTELEFONO: 809-590-9747\\nFECHA: 14/06/2025  HORA: 15:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   8,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  53,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  19,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       80,500.00\\nITBIS RD$           0.00\\nTOTAL RD$          80,500.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6280409\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 61659900\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,5,0],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130023621","00106590235","430059218"],"invoice_ids":["inv_9ac1e8f3adae475d1b98","inv_b85da28dd1d26688eec1","inv_51cf0839d2f4cb1c0b65"],"observation_id":"obs_97e85ee9bfd09c77f47b","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.611,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.563,"brightness_factor":1.127,"blur_sigma":0.619,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":47.23,"jpeg_quality":83,"documents":[{"rotation_deg":1.103,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.698,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.333,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"SMC"},{"kind":"none","text":""}]},"num_invoices":3,"seed":6435455586954934043,"difficulty":"hard","split":"test"}
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{"image":"images/607_008563.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132984447\",\"ncf\":\"B1501759764\",\"fecha_comprobante\":\"20240915\",\"monto_facturado\":47219.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":47219.99,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131683975\",\"ncf\":\"E453571651465\",\"fecha_comprobante\":\"20251007\",\"monto_facturado\":240000.00,\"itbis_facturado\":43200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":283200.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SINENCIA RUBEN MORA\\nRNC EMISOR: 03102268475\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOFIDEGE SRL\\nRNC CLIENTE: 132984447\\nFACTURA DE CREDITO FISCAL\\nNCF: B1501759764\\nFACTURA NO.: 2185409\\nAUTORIZACION: 551229556\\nTELEFONO: 809-411-5980\\nFECHA: 15/09/2024  HORA: 12:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    GORRA BORDADA\\n                                   3,590.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,118.99\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                   5,598.00\\n    5  UNIDAD    CALZADO CASUAL\\n                                  26,415.00\\n    4  UNIDAD    PANTALON CASUAL\\n                                  10,498.00\\n-------------------------------------------\\nSUBTOTAL RD$       47,219.99\\nITBIS RD$           0.00\\nTOTAL RD$          47,219.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2994609\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nYINET TAVAREZ SOLER\\nRNC EMISOR: 02800839538\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SEVEN7TOURS SRL\\nRNC CLIENTE: 131683975\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453571651465\\nFACTURA NO.: 5252993\\nAUTORIZACION: 683654876\\nTELEFONO: 809-759-1243\\nFECHA: 07/10/2025  HORA: 20:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS            79,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    27,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   76,000.00\\n    1  SERVICIO  ASESORIA TECNICA            37,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      20,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      240,000.00\\nIMPUESTO ITBIS RD$      43,200.00\\nTOTAL RD$         283,200.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5392320\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 45818504\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["ropa_comercio","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["03102268475","02800839538"],"invoice_ids":["inv_3266de3c9ba93c16ca0a","inv_e0097529c3927a4bbed3"],"observation_id":"obs_f96f964cda2f94ad9634","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":4.49,"augmentation_metadata":{"downscale_factor":0.875,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.915,"brightness_factor":0.864,"blur_sigma":0.305,"crop_applied":false,"camera_distance_factors":[0.901,0.923],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":68.8,"jpeg_quality":84,"documents":[{"rotation_deg":3.113,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.365,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16679867023205769600,"difficulty":"medium","split":"train"}
{"image":"images/606_008564.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131246001\",\"ncf\":\"B0111763581\",\"fecha_comprobante\":\"20250514\",\"monto_facturado_servicios\":1970.00,\"monto_facturado_bienes\":30259.00,\"itbis_facturado\":5801.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"123010788\",\"ncf\":\"E314814305819\",\"fecha_comprobante\":\"20240823\",\"monto_facturado_servicios\":1809.00,\"monto_facturado_bienes\":25186.50,\"itbis_facturado\":4859.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"03102008988\",\"ncf\":\"E325846562472\",\"fecha_comprobante\":\"20250314\",\"monto_facturado_servicios\":1647.99,\"monto_facturado_bienes\":15915.85,\"itbis_facturado\":3161.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"JOPE\\nJOPE SRL\\nRNC EMISOR: 131246001\\nCLIENTE: EJM CORREDORES DE SEGUROS SRL\\nRNC CLIENTE: 132167732\\nFACTURA DE CREDITO FISCAL\\nNCF B0111763581\\nFACTURA NO.: 9166227\\nAUTORIZACION: 898445470\\nTELEFONO: 809-882-6344\\nFECHA: 14/05/2025  HORA: 14:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,970.00\\n    1  UNIDAD    JUEGO DE PASTILLAS DE FRENO    6,190.00\\n    3  UNIDAD    BATERIA AUTOMOTRIZ          24,069.00\\n----------------------------------------------\\nSUB-TOTAL RD$       32,229.00\\nITBIS 18% RD$       5,801.22\\nTOTAL RD$          38,030.22\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4520249\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 36778864\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nCOSMA INTERNACIONAL IMPORT Y EXPORT C POR \\nCOSMA INTERNACIONAL IMPORT Y EXPORT C POR A\\nRNC: 123010788\\nCLIENTE: PEDRO MIGUEL CARATINI SANTOS\\nRNC CLIENTE: 00107951980\\nFACTURA DE CREDITO FISCAL\\nNCF: E314814305819\\nFACTURA NO.: 9516822\\nAUTORIZACION: 890601706\\nTELEFONO: 809-831-7353\\nFECHA: 23/08/2024  HORA: 15:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    UNIFORME EMPRESARIAL         5,859.00\\n    3  UNIDAD    PANTALON CASUAL              4,357.50\\n    3  UNIDAD    CALZADO CASUAL               9,567.00\\n    3  UNIDAD    CAMISA DE VESTIR             5,403.00\\n    1  SERVICIO  AJUSTE Y CONFECCION          1,809.00\\n----------------------------------------------\\nSUBTOTAL RD$       26,995.50\\nIMPUESTO ITBIS RD$       4,859.19\\nTOTAL RD$          31,854.69\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 1515121\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 56589294\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nEDILIO ANTONIO VASQUEZ BEATO\\nEDILIO ANTONIO VASQUEZ BEATO\\nRNC 03102008988\\nCLIENTE: ISLA GROUP S A\\nRNC CLIENTE: 130306826\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325846562472\\nFACTURA NO.: 1974827\\nAUTORIZACION: 135902751\\nTELEFONO: 809-685-5921\\nFECHA: 14/03/2025  HORA: 15:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          6,386.85\\n    3  UNIDAD    EQUIPO ELECTRICO             7,878.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,647.99\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,512.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           139.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,563.84\\nITBIS 18% RD$       3,161.49\\nTOTAL RD$          20,725.33\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5715301\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCompra almacen\"}","template_ids":[12,11,4],"business_categories":["automotriz","ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131246001","123010788","03102008988"],"invoice_ids":["inv_e0b3705f2d78982512c0","inv_f2af9101aaf9f5b6b25b","inv_bb6cd85edf11d303a1a1"],"observation_id":"obs_ae6733b86a0a5e0f5cf3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.991,"brightness_factor":0.995,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":20.28,"jpeg_quality":95,"documents":[{"rotation_deg":0.131,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.1,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.056,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":5200531983480737353,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 53930025\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nFUNDACION BONAISIMA\\nRNC EMISOR: 430310931\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DEUTSCHE WELTHUNGERHILFE EV\\nRNC CLIENTE: 430033952\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E448610773295\\nFACTURA NO.: 1158041\\nAUTORIZACION: 433900786\\nTELEFONO: 809-237-7714\\nFECHA: 08/03/2025  HORA: 20:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        93,500.00\\n    1  MES       SUPERVISION DE OBRA         97,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    70,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       42,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      303,000.00\\nITBIS RD$      54,540.00\\nTOTAL RD$         357,540.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7101479\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCORALCOM\\nRNC EMISOR: 131402003\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIAL G&B BY MINERVA EIRL\\nRNC CLIENTE: 132909631\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317399726241\\nFACTURA NO.: 3500445\\nAUTORIZACION: 181327959\\nTELEFONO: 809-636-3372\\nFECHA: 05/12/2025  HORA: 19:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      14,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      118,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      132,000.00\\nITBIS RD$      23,760.00\\nTOTAL RD$         155,760.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 252117\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[10,4,4],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101025239","430310931","131402003"],"invoice_ids":["inv_80813012bbe3dfe97601","inv_876561e0f3f5ac42be0e","inv_df053127f7d37558e43f"],"observation_id":"obs_47fd8b26c7180fe1631a","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.014,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":30.94,"jpeg_quality":95,"documents":[{"rotation_deg":-0.079,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.025,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.018,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":802304114541790064,"difficulty":"hard","split":"test"}
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{"image":"images/607_008577.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130945195\",\"ncf\":\"B0274749772\",\"fecha_comprobante\":\"20240508\",\"monto_facturado\":3205.00,\"itbis_facturado\":576.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":3781.90,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101124636\",\"ncf\":\"E444783353648\",\"fecha_comprobante\":\"20240728\",\"monto_facturado\":3382.45,\"itbis_facturado\":608.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2751.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1239.55,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00109655845\",\"ncf\":\"B0154221086\",\"fecha_comprobante\":\"20250803\",\"monto_facturado\":82500.00,\"itbis_facturado\":14850.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":97350.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRICAM ELECTRICAL SOLUTIONS\\nRNC EMISOR: 133643162\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZENITH AMERICAS SRL\\nRNC CLIENTE: 130945195\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0274749772\\nFACTURA NO.: 7369289\\nAUTORIZACION: 67937815\\nTELEFONO: 809-549-4420\\nFECHA: 08/05/2024  HORA: 11:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,255.50\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,949.50\\n-------------------------------------------\\nSUBTOTAL RD$        3,205.00\\nIMPUESTO ITBIS RD$         576.90\\nTOTAL RD$           3,781.90\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5824147\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 20737716\\n\\n--- FACTURA ---\\n\\nFIDEICOMISO IRREVOCABLE DE DESARROLLO INMO\\nRNC EMISOR: 132081404\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIALIZADORA DOM S A\\nRNC CLIENTE: 101124636\\nFACTURA DE CREDITO FISCAL\\nNCF: E444783353648\\nFACTURA NO.: 3657489\\nAUTORIZACION: 552494314\\nTELEFONO: 809-997-9636\\nFECHA: 28/07/2024  HORA: 20:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      385.95\\n    1  METRO3    ARENA GRIS LAVADA GRUESA     2,996.50\\n----------------------------------------------\\nSUB-TOTAL RD$        3,382.45\\nITBIS RD$         608.84\\nTOTAL RD$           3,991.29\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1414121\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 50746038\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nFUNDACION CENTRO DE ESTUDIOS INTERNACIONAL\\nRNC EMISOR: 430022039\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUADALUPE BRITO BURGOS\\nRNC CLIENTE: 00109655845\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0154221086\\nFACTURA NO.: 8960734\\nAUTORIZACION: 944058119\\nTELEFONO: 809-601-6543\\nFECHA: 03/08/2025  HORA: 19:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          10,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       21,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      11,000.00\\n    1  MES       SUPERVISION DE OBRA         35,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     5,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       82,500.00\\nIMPUESTO ITBIS RD$      14,850.00\\nTOTAL RD$          97,350.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3656478\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 81682511\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[5,10,4],"business_categories":["comercio_general","construccion_ferreteria","profesional"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["133643162","132081404","430022039"],"invoice_ids":["inv_7c5ee49317d537387141","inv_b24dc50dc66c34a6e4b0","inv_4b3f4205a09c412e7ff4"],"observation_id":"obs_2aabfd0389df44369344","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.5,"augmentation_metadata":{"downscale_factor":0.619,"red_scale":0.978,"blue_scale":1.022,"contrast_factor":1.105,"brightness_factor":0.98,"blur_sigma":0.349,"crop_applied":false,"camera_distance_factors":[0.964,0.898,0.911],"legibility_scale_corrections":[0.0,0.0008,0.0],"final_contrast_stddev":81.84,"jpeg_quality":83,"documents":[{"rotation_deg":-0.196,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.743,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.305,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9109468627147702782,"difficulty":"hard","split":"train"}
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{"image":"images/606_008584.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40230797827\",\"ncf\":\"E458928152649\",\"fecha_comprobante\":\"20240112\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5907.00,\"itbis_facturado\":1063.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"131112528\",\"ncf\":\"E440642752588\",\"fecha_comprobante\":\"20240410\",\"monto_facturado_servicios\":79500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14310.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JG CLOTHING\\nGENESIS MARIA MARIA ROMERO\\nRNC EMISOR: 40230797827\\nCLIENTE: CRISTHIAM RAMOS DE JESUS\\nRNC CLIENTE: 04701678957\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458928152649\\nFACTURA NO.: 8229722\\nAUTORIZACION: 949680204\\nTELEFONO: 809-872-3301\\nFECHA: 12/01/2024  HORA: 19:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    UNIFORME EMPRESARIAL\\n                                   5,907.00\\n-------------------------------------------\\nSUBTOTAL RD$        5,907.00\\nITBIS RD$       1,063.26\\nTOTAL RD$           6,970.26\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7873311\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 19274138\\n\\n--- FACTURA ---\\n\\nSAGEPMA\\nSAGEPMA SRL\\nRNC 131112528\\nCLIENTE: PATRIA AUDELINE HERRERA PLACIDO\\nRNC CLIENTE: 00117487645\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440642752588\\nFACTURA NO.: 1520860\\nAUTORIZACION: 52208300\\nTELEFONO: 809-794-7036\\nFECHA: 10/04/2024  HORA: 18:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    9,000.00\\n    1  MES       SUPERVISION DE OBRA         39,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES    5,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       26,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       79,500.00\\nITBIS 18% RD$      14,310.00\\nTOTAL RD$          93,810.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4218552\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 37674110\"}","template_ids":[5,3],"business_categories":["ropa_comercio","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40230797827","131112528"],"invoice_ids":["inv_845428615527dc1f604a","inv_f780e4f96e63d63fb102"],"observation_id":"obs_353584dae27877d6ad71","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.973,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":0.973,"brightness_factor":1.0,"blur_sigma":0.002,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.47,"jpeg_quality":91,"documents":[{"rotation_deg":-0.341,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.174,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17534514063202739658,"difficulty":"medium","split":"train"}
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{"image":"images/606_008588.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101884711\",\"ncf\":\"B1421302691\",\"fecha_comprobante\":\"20250622\",\"monto_facturado_servicios\":274000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":49320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"EMPRESA VALENCIA S A\\nEMPRESA VALENCIA S A\\nRNC EMISOR: 101884711\\nCLIENTE: TURIZEM FUN TRAVELS SRL\\nRNC CLIENTE: 132410696\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1421302691\\nFACTURA NO.: 6475071\\nAUTORIZACION: 167378704\\nTELEFONO: 809-917-1497\\nFECHA: 22/06/2025  HORA: 11:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           100,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   75,000.00\\n    1  VISITA    INSPECCION TECNICA           5,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   86,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       8,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      274,000.00\\nITBIS 18% RD$      49,320.00\\nTOTAL RD$         323,320.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2243087\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 18593178\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101884711"],"invoice_ids":["inv_cc4969497d029c9bbc99"],"observation_id":"obs_1e31490b20a4b81a94ce","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.994,"brightness_factor":0.997,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.32,"jpeg_quality":97,"documents":[{"rotation_deg":-0.049,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":2272322383213865115,"difficulty":"clean","split":"train"}
{"image":"images/607_008589.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130560846\",\"ncf\":\"B1486938555\",\"fecha_comprobante\":\"20250114\",\"monto_facturado\":532900.75,\"itbis_facturado\":95922.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":628822.89,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO METAURBANO\\nRNC EMISOR: 130778531\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SPIRIT RENT CAR C POR A\\nRNC CLIENTE: 130560846\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1486938555\\nFACTURA NO.: 7381482\\nAUTORIZACION: 929085902\\nTELEFONO: 809-310-2107\\nFECHA: 14/01/2025  HORA: 16:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    9,859.00\\n    5  MES       ALQUILER DE LOCAL          347,144.75\\n    1  SERVICIO  COMISION INMOBILIARIA      175,897.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      532,900.75\\nITBIS RD$      95,922.14\\nTOTAL RD$         628,822.89\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9347546\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 93293866\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130778531"],"invoice_ids":["inv_38c8e80e11c93cf79968"],"observation_id":"obs_0f73893d09d0960cad54","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.19,"augmentation_metadata":{"downscale_factor":0.774,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.048,"brightness_factor":1.041,"blur_sigma":0.877,"crop_applied":false,"camera_distance_factors":[0.992],"legibility_scale_corrections":[0.0],"final_contrast_stddev":50.44,"jpeg_quality":90,"documents":[{"rotation_deg":-3.915,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5230045646463962524,"difficulty":"medium","split":"train"}
{"image":"images/606_008590.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00115741621\",\"ncf\":\"E328123314001\",\"fecha_comprobante\":\"20250907\",\"monto_facturado_servicios\":102500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132837894\",\"ncf\":\"E453280100262\",\"fecha_comprobante\":\"20250824\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4548.00,\"itbis_facturado\":818.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CAROLINA HIDALGO UREÑA\\nCAROLINA HIDALGO UREÑA\\nRNC 00115741621\\nCLIENTE: TRANSPORTE ALLINSON SRL\\nRNC CLIENTE: 132727177\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328123314001\\nFACTURA NO.: 2770489\\nAUTORIZACION: 977652315\\nTELEFONO: 809-735-5097\\nFECHA: 07/09/2025  HORA: 17:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  67,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  15,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  20,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      102,500.00\\nITBIS 18% RD$      18,450.00\\nTOTAL RD$         120,950.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7166248\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nWIL JUN S BUILDING ENTERPRISE\\nWIL JUN S BUILDING ENTERPRISE SRL\\nRNC 132837894\\nCLIENTE: GERMAN ROBERTO RUBIO NUMA\\nRNC CLIENTE: 40223389459\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453280100262\\nFACTURA NO.: 4812381\\nAUTORIZACION: 313913766\\nTELEFONO: 809-368-5120\\nFECHA: 24/08/2025  HORA: 20:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  METRO3    ARENA GRIS LAVADA GRUESA\\n                                   2,652.00\\n    8  UNIDAD    TOMA CORRIENTE DOBLE\\n                                   1,896.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,548.00\\nITBIS 18% RD$         818.64\\nTOTAL RD$           5,366.64\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7960947\\nGRACIAS POR SU COMPRA\"}","template_ids":[1,5],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00115741621","132837894"],"invoice_ids":["inv_8c5a7331be03e5fc2a41","inv_2361756941102199aaa1"],"observation_id":"obs_2e5170d9231c18edf3eb","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":8.3,"augmentation_metadata":{"downscale_factor":0.921,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":1.034,"brightness_factor":1.025,"blur_sigma":0.154,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.36,"jpeg_quality":90,"documents":[{"rotation_deg":0.053,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.348,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":7153650827747723113,"difficulty":"medium","split":"train"}
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{"image":"images/607_008609.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05600258312\",\"ncf\":\"B0254137271\",\"fecha_comprobante\":\"20250624\",\"monto_facturado\":27638.95,\"itbis_facturado\":4975.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":32613.96,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN ISMAEL LIRANZO URENA\\nRNC EMISOR: 00106922008\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANKLIN ANIBAL DE JESUS RODRIGUEZ\\nPANT\\nRNC CLIENTE: 05600258312\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0254137271\\nFACTURA NO.: 1405602\\nAUTORIZACION: 531242882\\nTELEFONO: 809-372-7845\\nFECHA: 24/06/2025  HORA: 19:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  18,805.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,764.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,069.95\\n-------------------------------------------\\nSUBTOTAL RD$       27,638.95\\nIMPUESTO ITBIS RD$       4,975.01\\nTOTAL RD$          32,613.96\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1701380\\nGRACIAS POR SU COMPRA\\nJIL\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00106922008"],"invoice_ids":["inv_ba78625235d8ff032b9f"],"observation_id":"obs_31ca03ed25e676845783","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":11.03,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.987,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.13,"jpeg_quality":95,"documents":[{"rotation_deg":-0.004,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JIL"}]},"num_invoices":1,"seed":1528340761065482441,"difficulty":"clean","split":"train"}
{"image":"images/606_008610.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00118881374\",\"ncf\":\"B0174126891\",\"fecha_comprobante\":\"20241201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":3796.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"LORENZO GABRIEL LINDY\\nLORENZO GABRIEL LINDY\\nRNC EMISOR: 00118881374\\nCLIENTE: MARIA ISABEL RISK RODRIGUEZ\\nRNC CLIENTE: 00101019511\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0174126891\\nFACTURA NO.: 6302050\\nAUTORIZACION: 218019217\\nTELEFONO: 809-394-4484\\nFECHA: 01/12/2024  HORA: 13:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,156.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,705.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO           935.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,796.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$           3,796.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1908779\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 39954485\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCopia cliente\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00118881374"],"invoice_ids":["inv_87a7fede87e686c33bb3"],"observation_id":"obs_97eec08e49babc97e635","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":7.07,"augmentation_metadata":{"downscale_factor":0.653,"red_scale":1.064,"blue_scale":0.936,"contrast_factor":1.057,"brightness_factor":0.924,"blur_sigma":0.594,"crop_applied":false,"camera_distance_factors":[0.962],"legibility_scale_corrections":[0.0],"final_contrast_stddev":87.12,"jpeg_quality":63,"documents":[{"rotation_deg":-3.162,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16277149312768335492,"difficulty":"very_hard","split":"validation"}
{"image":"images/607_008611.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132969911\",\"ncf\":\"E328519961050\",\"fecha_comprobante\":\"20240219\",\"monto_facturado\":4574.50,\"itbis_facturado\":823.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5397.91,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03102195462\",\"ncf\":\"B1461296215\",\"fecha_comprobante\":\"20240712\",\"monto_facturado\":22242.80,\"itbis_facturado\":4003.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26246.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430028215\",\"ncf\":\"E449795718050\",\"fecha_comprobante\":\"20250816\",\"monto_facturado\":40000.00,\"itbis_facturado\":7200.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":47200.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MENFEL SOLAR MULTIELECTRIC\\nRNC EMISOR: 131791425\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO DONASTORG SRL\\nRNC CLIENTE: 132969911\\nFACTURA DE CREDITO FISCAL\\nNCF E328519961050\\nFACTURA NO.: 4930162\\nAUTORIZACION: 407029873\\nTELEFONO: 809-580-8203\\nFECHA: 19/02/2024  HORA: 18:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     581.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,993.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,574.50\\nITBIS 18% RD$         823.41\\nTOTAL RD$           5,397.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5948412\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 81517875\\nMSM\\n\\n--- FACTURA ---\\n\\nI P INMOBILIARIA S A\\nRNC EMISOR: 101542969\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BERNARDA BALBUENA GARCIA\\nRNC CLIENTE: 03102195462\\nFACTURA DE CREDITO FISCAL\\nNCF: B1461296215\\nFACTURA NO.: 3855243\\nAUTORIZACION: 978343796\\nTELEFONO: 809-929-4119\\nFECHA: 12/07/2024  HORA: 15:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,179.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        21,063.80\\n----------------------------------------------\\nSUB-TOTAL RD$       22,242.80\\nITBIS RD$       4,003.70\\nTOTAL RD$          26,246.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8201821\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nIPI\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nISTI\\nRNC EMISOR: 130699763\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO COMUNITARIO PARA EL DESARROLLO I\\nRNC CLIENTE: 430028215\\nFACTURA DE CREDITO FISCAL\\nNCF E449795718050\\nFACTURA NO.: 6234969\\nAUTORIZACION: 910253963\\nTELEFONO: 809-648-2707\\nFECHA: 16/08/2025  HORA: 13:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       37,000.00\\n    1  SERVICIO  ASESORIA TECNICA             3,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       40,000.00\\nITBIS 18% RD$       7,200.00\\nTOTAL RD$          47,200.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4588809\\nGRACIAS POR SU COMPRA\\nI\"}","template_ids":[0,12,2],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131791425","101542969","130699763"],"invoice_ids":["inv_9cad90107e151174a101","inv_17907397cd15a7210494","inv_7d75b4e14106858564d2"],"observation_id":"obs_7ab138a585170eafe1e3","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.678,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":1.035,"brightness_factor":0.961,"blur_sigma":0.213,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.42,"jpeg_quality":87,"documents":[{"rotation_deg":-1.3,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-2.526,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.817,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"MSM"},{"kind":"initials","text":"IPI"},{"kind":"initials","text":"I"}]},"num_invoices":3,"seed":6204307095856224377,"difficulty":"hard","split":"train"}
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{"image":"images/606_008614.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"22400470930\",\"ncf\":\"E312307599293\",\"fecha_comprobante\":\"20240104\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7754.98,\"itbis_facturado\":1395.90,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"GEINY NATHALY PEREZ\\nGEINY NATHALY PEREZ\\nRNC EMISOR: 22400470930\\nCLIENTE: CONSORCIO XIVISTE\\nRNC CLIENTE: 133532778\\nFACTURA DE CREDITO FISCAL\\nNCF: E312307599293\\nFACTURA NO.: 5072120\\nAUTORIZACION: 473605065\\nTELEFONO: 809-810-1761\\nFECHA: 04/01/2024  HORA: 18:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,931.98\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     823.00\\n-------------------------------------------\\nSUB-TOTAL RD$        7,754.98\\nITBIS 18% RD$       1,395.90\\nTOTAL RD$           9,150.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1083821\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 17635807\\nGNP\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["22400470930"],"invoice_ids":["inv_d148d15867b4bf5b25d1"],"observation_id":"obs_b5367d802373a7b8b23a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":10.09,"augmentation_metadata":{"downscale_factor":0.701,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.967,"brightness_factor":0.874,"blur_sigma":0.292,"crop_applied":false,"camera_distance_factors":[0.987],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.56,"jpeg_quality":76,"documents":[{"rotation_deg":-1.955,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"GNP"}]},"num_invoices":1,"seed":15631745863939375714,"difficulty":"medium","split":"train"}
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{"image":"images/607_008623.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132560108\",\"ncf\":\"E448648427765\",\"fecha_comprobante\":\"20251106\",\"monto_facturado\":19774.00,\"itbis_facturado\":3559.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":23333.32,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO CANALI\\nRNC EMISOR: 132623185\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL ROBLE DISTRIBUIDORA SRL\\nRNC CLIENTE: 132560108\\nFACTURA DE CREDITO FISCAL\\nNCF: E448648427765\\nFACTURA NO.: 4495682\\nAUTORIZACION: 570456034\\nTELEFONO: 809-721-4417\\nFECHA: 06/11/2025  HORA: 13:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,588.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,480.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,706.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,774.00\\nITBIS 18% RD$       3,559.32\\nTOTAL RD$          23,333.32\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1022547\\nGRACIAS POR SU COMPRA\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132623185"],"invoice_ids":["inv_cec47a78a2a74ea24321"],"observation_id":"obs_507f8eaf36716658e184","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":10.09,"augmentation_metadata":{"downscale_factor":0.913,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.913,"brightness_factor":0.853,"blur_sigma":0.311,"crop_applied":false,"camera_distance_factors":[0.937],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.37,"jpeg_quality":87,"documents":[{"rotation_deg":-0.498,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1273515016846551633,"difficulty":"light","split":"validation"}
{"image":"images/606_008624.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130958165\",\"ncf\":\"E324616610528\",\"fecha_comprobante\":\"20250310\",\"monto_facturado_servicios\":545.00,\"monto_facturado_bienes\":13718.95,\"itbis_facturado\":2567.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ADIVINA DOMINICANA\\nADIVINA DOMINICANA SRL\\nRNC 130958165\\nCLIENTE: LA CREATIVA 360 13 SRL\\nRNC CLIENTE: 132518861\\nFACTURA DE CREDITO FISCAL\\nNCF E324616610528\\nFACTURA NO.: 2974281\\nAUTORIZACION: 745761465\\nTELEFONO: 809-836-1074\\nFECHA: 10/03/2025  HORA: 19:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PANTALON CASUAL\\n                                   2,298.95\\n    2  UNIDAD    GORRA BORDADA\\n                                   1,832.00\\n    3  UNIDAD    CAMISA DE VESTIR\\n                                   4,467.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     545.00\\n    3  UNIDAD    UNIFORME EMPRESARIAL\\n                                   5,121.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,263.95\\nITBIS RD$       2,567.51\\nTOTAL RD$          16,831.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 264503\\nGRACIAS POR SU COMPRA\\nPendiente\"}","template_ids":[5],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["130958165"],"invoice_ids":["inv_e1e3f356cf98d78ef1cd"],"observation_id":"obs_515d1e91b978e02aea8a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":9.31,"augmentation_metadata":{"downscale_factor":0.623,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.864,"brightness_factor":1.002,"blur_sigma":0.838,"crop_applied":false,"camera_distance_factors":[0.949],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":74,"documents":[{"rotation_deg":2.989,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15615435004208979597,"difficulty":"medium","split":"train"}
{"image":"images/607_008625.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430347493\",\"ncf\":\"B1447337973\",\"fecha_comprobante\":\"20240731\",\"monto_facturado\":6436.99,\"itbis_facturado\":1158.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":7595.65}],\"ocr\":\"CANDIDO ENMANUEL PAULA SURIEL\\nRNC EMISOR: 40215006418\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 00154 APOLINA\\nRNC CLIENTE: 430347493\\nFACTURA DE CREDITO FISCAL\\nNCF B1447337973\\nFACTURA NO.: 2735258\\nAUTORIZACION: 272129938\\nTELEFONO: 809-536-4578\\nFECHA: 31/07/2024  HORA: 19:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TRATAMIENTO CAPILAR          1,417.50\\n    3  UNIDAD    TINTE PARA CABELLO           2,926.50\\n    1  SERVICIO  CORTE Y PEINADO              2,092.99\\n----------------------------------------------\\nSUBTOTAL RD$        6,436.99\\nITBIS RD$       1,158.66\\nTOTAL RD$           7,595.65\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 5725081\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["40215006418"],"invoice_ids":["inv_414024eb8d756f6763ef"],"observation_id":"obs_33cd818d5d6bc318ad05","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.67,"augmentation_metadata":{"downscale_factor":0.819,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.768,"brightness_factor":1.011,"blur_sigma":0.435,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.87,"jpeg_quality":83,"documents":[{"rotation_deg":-1.0,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":72507589380539229,"difficulty":"medium","split":"train"}
{"image":"images/606_008626.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101824573\",\"ncf\":\"B0180970116\",\"fecha_comprobante\":\"20240712\",\"monto_facturado_servicios\":1360.99,\"monto_facturado_bienes\":8085.00,\"itbis_facturado\":1700.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133334127\",\"ncf\":\"B1579455698\",\"fecha_comprobante\":\"20240914\",\"monto_facturado_servicios\":1515.00,\"monto_facturado_bienes\":32762.00,\"itbis_facturado\":6169.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":19.64,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DISTRIBUIDORA H B SRL\\nDISTRIBUIDORA H B SRL\\nRNC 101824573\\nCLIENTE: ROWLAND POR A\\nRNC CLIENTE: 101578491\\nFACTURA DE CREDITO FISCAL\\nNCF B0180970116\\nFACTURA NO.: 5192997\\nAUTORIZACION: 303184043\\nTELEFONO: 809-961-2904\\nFECHA: 12/07/2024  HORA: 20:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          8,085.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,360.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$        9,445.99\\nITBIS RD$       1,700.28\\nTOTAL RD$          11,146.27\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1605609\\nGRACIAS POR SU COMPRA\\nPAGADO\\n\\n--- FACTURA ---\\n\\nAMIGAS ESTILISTAS BY PAOLO SALVADOR\\nAMIGAS ESTILISTAS BY PAOLO SALVADOR EIRL\\nRNC EMISOR: 133334127\\nCLIENTE: JELYRIOS CONSULTING SRL\\nRNC CLIENTE: 133049457\\nFACTURA DE CREDITO FISCAL\\nNCF: B1579455698\\nFACTURA NO.: 7917775\\nAUTORIZACION: 52170844\\nTELEFONO: 809-835-8765\\nFECHA: 14/09/2024  HORA: 16:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,515.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,698.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        23,224.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,840.00\\n----------------------------------------------\\nSUB-TOTAL RD$       34,277.00\\nITBIS RD$       6,169.86\\nOTROS IMPUESTOS RD$      19.64\\nTOTAL RD$          40,466.50\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9273353\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 70567571\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nProcesado\"}","template_ids":[2,7],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101824573","133334127"],"invoice_ids":["inv_8316ed30149a1230a8ce","inv_84e46e51da3fdc18cd16"],"observation_id":"obs_7024619600621a68e664","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.14,"augmentation_metadata":{"downscale_factor":0.889,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.994,"brightness_factor":1.064,"blur_sigma":0.392,"crop_applied":false,"camera_distance_factors":[0.895,0.988],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":88.43,"jpeg_quality":89,"documents":[{"rotation_deg":-1.733,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.337,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13759817194454324323,"difficulty":"medium","split":"train"}
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{"image":"images/606_008628.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00100270115\",\"ncf\":\"E321165259862\",\"fecha_comprobante\":\"20240704\",\"monto_facturado_servicios\":59000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10620.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MOROSO IR-1 OMISO NO LOCALIZADO\\nGREGORIO D OLEO MORETA\\nRNC EMISOR: 00100270115\\nCLIENTE: KSP COMPLEMENTS SRL\\nRNC CLIENTE: 132104072\\nFACTURA DE CREDITO FISCAL\\nNCF E321165259862\\nFACTURA NO.: 2602211\\nAUTORIZACION: 597281053\\nTELEFONO: 809-524-4776\\nFECHA: 04/07/2024  HORA: 10:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       7,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       22,500.00\\n    1  CASO      REPRESENTACION LEGAL        29,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       59,000.00\\nITBIS 18% RD$      10,620.00\\nTOTAL RD$          69,620.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4473331\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 76233173\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00100270115"],"invoice_ids":["inv_3e1209884baa55ef3867"],"observation_id":"obs_d67a077b81f621d01c2a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.11,"augmentation_metadata":{"downscale_factor":0.836,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":1.104,"brightness_factor":0.985,"blur_sigma":0.464,"crop_applied":false,"camera_distance_factors":[0.974],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.61,"jpeg_quality":76,"documents":[{"rotation_deg":3.498,"perspective":0.035,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2090919717734227313,"difficulty":"medium","split":"validation"}
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{"image":"images/606_008636.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130496692\",\"ncf\":\"E327830513020\",\"fecha_comprobante\":\"20251213\",\"monto_facturado_servicios\":177000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":31860.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"131991769\",\"ncf\":\"B1583442654\",\"fecha_comprobante\":\"20250703\",\"monto_facturado_servicios\":31206.00,\"monto_facturado_bienes\":4741.25,\"itbis_facturado\":6470.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"130716595\",\"ncf\":\"E313075980440\",\"fecha_comprobante\":\"20250111\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":26670.00,\"itbis_facturado\":4800.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"W M\\nWEATHER MEDIA S A\\nRNC EMISOR: 130496692\\nCLIENTE: FELIPE SANABRIA DE LA ROSA\\nRNC CLIENTE: 02600553420\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327830513020\\nFACTURA NO.: 0818061\\nAUTORIZACION: 479147426\\nTELEFONO: 809-997-8966\\nFECHA: 13/12/2025  HORA: 14:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    35,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   32,000.00\\n    1  PROYECTO  DISENO DE PLANOS           110,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      177,000.00\\nIMPUESTO ITBIS RD$      31,860.00\\nTOTAL RD$         208,860.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6976445\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 98209764\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nGRUPO COCILAB\\nGRUPO COCILAB SRL\\nRNC EMISOR: 131991769\\nCLIENTE: PANAM MINING COMPANY SRL\\nRNC CLIENTE: 130583781\\nFACTURA DE CREDITO FISCAL\\nNCF: B1583442654\\nFACTURA NO.: 3322745\\nAUTORIZACION: 962050888\\nTELEFONO: 809-389-5690\\nFECHA: 03/07/2025  HORA: 12:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    POSTRE DE LA CASA\\n                                     952.50\\n    5  UNIDAD    REFRESCO\\n                                     662.50\\n    3  UNIDAD    JUGO NATURAL\\n                                     436.50\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  31,206.00\\n    5  UNIDAD    PLATO DEL DIA\\n                                   2,689.75\\n-------------------------------------------\\nSUBTOTAL RD$       35,947.25\\nIMPUESTO ITBIS RD$       6,470.51\\nTOTAL RD$          42,417.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4164623\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 64074274\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJM ESPINOSA AGROINDUSTRIAL SRL\\nJM ESPINOSA AGROINDUSTRIAL SRL\\nRNC EMISOR: 130716595\\nCLIENTE: DISTRIBUIDORA ROPAR SRL\\nRNC CLIENTE: 132236726\\nFACTURA DE CREDITO FISCAL\\nNCF: E313075980440\\nFACTURA NO.: 6299036\\nAUTORIZACION: 723193209\\nTELEFONO: 809-339-6218\\nFECHA: 11/01/2025  HORA: 11:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO        26,670.00\\n----------------------------------------------\\nSUBTOTAL RD$       26,670.00\\nITBIS RD$       4,800.60\\nTOTAL RD$          31,470.60\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3390942\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 92409867\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[7,5,10],"business_categories":["profesional","restaurante","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130496692","131991769","130716595"],"invoice_ids":["inv_7160657800700c5ce0bf","inv_47be70323d4b60289945","inv_a92bcd7846ac6df5fe9b"],"observation_id":"obs_fd8430a3db5e4ddafc6d","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.51,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.111,"brightness_factor":0.874,"blur_sigma":0.325,"crop_applied":false,"camera_distance_factors":[0.904,0.892,0.996],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.54,"jpeg_quality":94,"documents":[{"rotation_deg":0.418,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.516,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-1.672,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2569725865864769740,"difficulty":"hard","split":"train"}
{"image":"images/607_008637.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133477191\",\"ncf\":\"E453018953103\",\"fecha_comprobante\":\"20241008\",\"monto_facturado\":20259.50,\"itbis_facturado\":3646.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":23906.21,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03103346445\",\"ncf\":\"B0235673905\",\"fecha_comprobante\":\"20240322\",\"monto_facturado\":234000.00,\"itbis_facturado\":42120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":276120.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130830053\",\"ncf\":\"B0296412196\",\"fecha_comprobante\":\"20241011\",\"monto_facturado\":20535.50,\"itbis_facturado\":3696.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":79.59,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":24311.48,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SUPER ZORRO PRODUCTIONS\\nRNC EMISOR: 133564726\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FOOLISH EIRL\\nRNC CLIENTE: 133477191\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453018953103\\nFACTURA NO.: 7621187\\nAUTORIZACION: 486932985\\nTELEFONO: 809-309-1791\\nFECHA: 08/10/2024  HORA: 10:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     455.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  14,694.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,110.50\\n-------------------------------------------\\nSUBTOTAL RD$       20,259.50\\nITBIS RD$       3,646.71\\nTOTAL RD$          23,906.21\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3662726\\nGRACIAS POR SU COMPRA\\nCOPIA\\nRevisado\\n\\n--- FACTURA ---\\n\\nWINSTON RICHARD RAMIREZ ALFONSECA\\nRNC EMISOR: 00106878424\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ANTONIO RODRIGUEZ DIAZ\\nRNC CLIENTE: 03103346445\\nFACTURA DE CREDITO FISCAL\\nNCF B0235673905\\nFACTURA NO.: 7101934\\nAUTORIZACION: 589959641\\nTELEFONO: 809-647-6125\\nFECHA: 22/03/2024  HORA: 17:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   94,000.00\\n    1  MES       SUPERVISION DE OBRA         52,500.00\\n    1  CASO      REPRESENTACION LEGAL        75,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      234,000.00\\nITBIS RD$      42,120.00\\nTOTAL RD$         276,120.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4714291\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 41653646\\nDETALLE DE SERVICIOS\\nRecibido\\n\\n--- FACTURA ---\\n\\nANDY SANTANA AUTO IMPORT\\nRNC EMISOR: 130240361\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROMIGAS DOMINICANA SRL\\nRNC CLIENTE: 130830053\\nFACTURA DE CREDITO FISCAL\\nNCF: B0296412196\\nFACTURA NO.: 6521842\\nAUTORIZACION: 746909817\\nTELEFONO: 809-380-2351\\nFECHA: 11/10/2024  HORA: 13:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            13,405.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         6,322.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            808.00\\n----------------------------------------------\\nSUB-TOTAL RD$       20,535.50\\nIMPUESTO ITBIS RD$       3,696.39\\nOTROS IMPUESTOS RD$      79.59\\nTOTAL RD$          24,311.48\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4907449\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_008652.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03400372433\",\"ncf\":\"B0129809042\",\"fecha_comprobante\":\"20240727\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":26722.00,\"itbis_facturado\":4809.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132316691\",\"ncf\":\"E321195275255\",\"fecha_comprobante\":\"20250801\",\"monto_facturado_servicios\":15000.00,\"monto_facturado_bienes\":21710.46,\"itbis_facturado\":6607.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":40.91,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03300049875\",\"ncf\":\"E319014110174\",\"fecha_comprobante\":\"20251104\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":671.80,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"YANNY ALEXANDER PEÑA RODRIGUEZ\\nYANNY ALEXANDER PEÑA RODRIGUEZ\\nRNC 03400372433\\nCLIENTE: ABAD LEYBA SERVICIO DE\\nCOMUNICACIONES (\\nRNC CLIENTE: 130634084\\nFACTURA DE CREDITO FISCAL\\nNCF: B0129809042\\nFACTURA NO.: 0493846\\nAUTORIZACION: 803100754\\nTELEFONO: 809-719-2167\\nFECHA: 27/07/2024  HORA: 16:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,870.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  16,000.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,852.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,722.00\\nITBIS 18% RD$       4,809.96\\nTOTAL RD$          31,531.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 681216\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 53887388\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nROSDEL DESING STUDIO\\nROSDEL DESING STUDIO SRL\\nRNC 132316691\\nCLIENTE: MCI85 SRL\\nRNC CLIENTE: 132884248\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321195275255\\nFACTURA NO.: 2162985\\nAUTORIZACION: 706783383\\nTELEFONO: 809-705-8260\\nFECHA: 01/08/2025  HORA: 14:05\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    TUBO PVC PRESION 2 PULGADAS\\n                                                  2,289.00\\n   19  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                                  1,757.50\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                                 15,000.00\\n    4  GALON     PINTURA ACRILICA SUPERIOR 1 GAL\\n                                                  7,348.00\\n    4  METRO3    ARENA GRIS LAVADA GRUESA\\n                                                 10,315.96\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       36,710.46\\nIMPUESTO ITBIS RD$       6,607.88\\nOTROS IMPUESTOS RD$      40.91\\nTOTAL RD$          43,359.25\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1796323\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 30350235\\n\\n--- FACTURA ---\\n\\nCOLMADO MIGUELINA\\nEMILIO MARINO RODRIGUEZ\\nRNC: 03300049875\\nCLIENTE: GABI MOISES PUJOLS PUJOLS\\nRNC CLIENTE: 01001184611\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319014110174\\nFACTURA NO.: 1194656\\nAUTORIZACION: 117655541\\nTELEFONO: 809-895-9187\\nFECHA: 04/11/2025  HORA: 08:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  LIBRA     SALAMI SUPER ESPECIAL LIBRA      671.80\\n----------------------------------------------\\nSUB-TOTAL RD$          671.80\\nITBIS RD$           0.00\\nTOTAL RD$             671.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4519418\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 88876583\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nCM\"}","template_ids":[5,9,12],"business_categories":["comercio_general","construccion_ferreteria","colmado_alimentos"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["03400372433","132316691","03300049875"],"invoice_ids":["inv_8b6017ae0774aac09d7e","inv_793f33595ad07eeb998e","inv_064e28a55347047787da"],"observation_id":"obs_4fcf1b272ce502049732","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.007,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":27.75,"jpeg_quality":96,"documents":[{"rotation_deg":-0.128,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.075,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.038,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"CM"}]},"num_invoices":3,"seed":5757780210516744665,"difficulty":"hard","split":"train"}
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{"image":"images/606_008654.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133668051\",\"ncf\":\"B1518066045\",\"fecha_comprobante\":\"20240306\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":22778.97,\"itbis_facturado\":4100.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"101776528\",\"ncf\":\"B1507180041\",\"fecha_comprobante\":\"20251120\",\"monto_facturado_servicios\":28207.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":5077.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":35.20,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"GIMADR ENTERPRISES\\nGIMADR ENTERPRISES SRL\\nRNC: 133668051\\nCLIENTE: GRUPO SANCHGIL SRL\\nRNC CLIENTE: 131187511\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1518066045\\nFACTURA NO.: 8436013\\nAUTORIZACION: 439242442\\nTELEFONO: 809-508-2522\\nFECHA: 06/03/2024  HORA: 12:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   8,310.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,468.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$       22,778.97\\nITBIS 18% RD$       4,100.21\\nTOTAL RD$          26,879.18\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 7682648\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 10287063\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nMERENGUE EXPRESS LINE\\nLINEA DE EXPRESOS MERENGUE C POR A\\nRNC EMISOR: 101776528\\nCLIENTE: MAXWELL BIENVENIDO NORMAN DE JESUS\\nRNC CLIENTE: 06600220666\\nFACTURA DE CREDITO FISCAL\\nNCF: B1507180041\\nFACTURA NO.: 5061106\\nAUTORIZACION: 763819429\\nTELEFONO: 809-758-7853\\nFECHA: 20/11/2025  HORA: 12:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  VIAJE     SERVICIO DE MENSAJERIA       8,037.50\\n    1  SERVICIO  GESTION LOGISTICA           20,169.50\\n----------------------------------------------\\nSUB-TOTAL RD$       28,207.00\\nITBIS 18% RD$       5,077.26\\nOTROS IMPUESTOS RD$      35.20\\nTOTAL RD$          33,319.46\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 6452907\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nREVISADO\"}","template_ids":[1,10],"business_categories":["comercio_general","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133668051","101776528"],"invoice_ids":["inv_9c3136567e766569223c","inv_7b5e16b9ab3b396af19f"],"observation_id":"obs_8909c8bf05b237f59d5a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":4.54,"augmentation_metadata":{"downscale_factor":0.715,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.088,"brightness_factor":1.041,"blur_sigma":0.348,"crop_applied":true,"camera_distance_factors":[0.995,0.917],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":70.19,"jpeg_quality":75,"documents":[{"rotation_deg":-0.574,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.51,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8393384270552262095,"difficulty":"medium","split":"train"}
{"image":"images/607_008655.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101793813\",\"ncf\":\"E441393137371\",\"fecha_comprobante\":\"20241122\",\"monto_facturado\":80517.85,\"itbis_facturado\":14493.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":95011.06,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CATHERINE GISSELLE OLIVERO SANCHEZ\\nRNC EMISOR: 00116950205\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARTINEZ GONZALEZ & ASOCIADOS C POR A\\nRNC CLIENTE: 101793813\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441393137371\\nFACTURA NO.: 6974684\\nAUTORIZACION: 565725911\\nTELEFONO: 809-427-9205\\nFECHA: 22/11/2024  HORA: 18:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     SERVICIO DE TRANSPORTE      49,793.85\\n    1  SERVICIO  GESTION LOGISTICA           30,172.00\\n    1  VIAJE     SERVICIO DE MENSAJERIA         552.00\\n----------------------------------------------\\nSUBTOTAL RD$       80,517.85\\nIMPUESTO ITBIS RD$      14,493.21\\nTOTAL RD$          95,011.06\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1441460\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 59589181\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["00116950205"],"invoice_ids":["inv_8bd96cbc5a76de89f700"],"observation_id":"obs_dbdce87d03e6cd9a8c58","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":6.16,"augmentation_metadata":{"downscale_factor":0.859,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":1.036,"brightness_factor":1.041,"blur_sigma":0.028,"crop_applied":false,"camera_distance_factors":[0.976],"legibility_scale_corrections":[0.0],"final_contrast_stddev":78.95,"jpeg_quality":89,"documents":[{"rotation_deg":1.95,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12802131879551091425,"difficulty":"light","split":"train"}
{"image":"images/606_008656.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03101493165\",\"ncf\":\"B1425861353\",\"fecha_comprobante\":\"20250112\",\"monto_facturado_servicios\":374189.92,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":67354.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"YOLANDA ALTAGRACIA DE JESUS GUTIERREZ POLA\\nYOLANDA ALTAGRACIA DE JESUS GUTIERREZ POLANCO\\nRNC 03101493165\\nCLIENTE: MC & RASCHAUER SRL\\nRNC CLIENTE: 132578317\\nFACTURA DE CREDITO FISCAL\\nNCF B1425861353\\nFACTURA NO.: 5807088\\nAUTORIZACION: 425112915\\nTELEFONO: 809-731-1272\\nFECHA: 12/01/2025  HORA: 12:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       31,412.00\\n    1  SERVICIO  COMISION INMOBILIARIA      167,949.95\\n    3  MES       ALQUILER DE LOCAL          174,827.97\\n----------------------------------------------\\nBASE IMPONIBLE RD$      374,189.92\\nITBIS 18% RD$      67,354.19\\nTOTAL RD$         441,544.11\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8906453\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 85140966\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["03101493165"],"invoice_ids":["inv_55f634ffd02a74b65566"],"observation_id":"obs_820d759fec219d78fbb7","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.26,"augmentation_metadata":{"downscale_factor":0.588,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":1.061,"brightness_factor":0.942,"blur_sigma":0.564,"crop_applied":false,"camera_distance_factors":[0.995],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.4,"jpeg_quality":74,"documents":[{"rotation_deg":-3.505,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13096997138047587106,"difficulty":"medium","split":"train"}
{"image":"images/607_008657.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40226730659\",\"ncf\":\"E450140670364\",\"fecha_comprobante\":\"20241015\",\"monto_facturado\":13125.00,\"itbis_facturado\":2362.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15487.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LABORATORIO QUIMICO EL DIVINO\\nRNC EMISOR: 131019821\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARLOS JULIO GOMEZ PEREZ\\nRNC CLIENTE: 40226730659\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450140670364\\nFACTURA NO.: 3345724\\nAUTORIZACION: 620144728\\nTELEFONO: 809-956-5610\\nFECHA: 15/10/2024  HORA: 17:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     417.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  12,708.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,125.00\\nITBIS RD$       2,362.50\\nTOTAL RD$          15,487.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9504841\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 96432103\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131019821"],"invoice_ids":["inv_24aa81565f6247d8cbb2"],"observation_id":"obs_9b2197c02300c497f3be","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":9.96,"augmentation_metadata":{"downscale_factor":0.975,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.941,"brightness_factor":0.98,"blur_sigma":0.098,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.69,"jpeg_quality":90,"documents":[{"rotation_deg":0.476,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10770628396400720449,"difficulty":"light","split":"train"}
{"image":"images/606_008658.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40200392286\",\"ncf\":\"B1445128700\",\"fecha_comprobante\":\"20240908\",\"monto_facturado_servicios\":1563.00,\"monto_facturado_bienes\":6125.00,\"itbis_facturado\":1383.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132086147\",\"ncf\":\"B1405781947\",\"fecha_comprobante\":\"20240809\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15272.00,\"itbis_facturado\":2748.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"04801024144\",\"ncf\":\"B1478612914\",\"fecha_comprobante\":\"20240519\",\"monto_facturado_servicios\":196500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":35370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RUEY LIU CHEN\\nRUEY LIU CHEN\\nRNC: 40200392286\\nCLIENTE: PIMENTEL MARTINEZ Y ASOCIADOS SRL\\nRNC CLIENTE: 132031989\\nFACTURA DE CREDITO FISCAL\\nNCF B1445128700\\nFACTURA NO.: 9600968\\nAUTORIZACION: 497558876\\nTELEFONO: 809-992-1183\\nFECHA: 08/09/2024  HORA: 10:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    GORRA BORDADA\\n                                   6,125.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,563.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,688.00\\nIMPUESTO ITBIS RD$       1,383.84\\nTOTAL RD$           9,071.84\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9672775\\nGRACIAS POR SU COMPRA\\nREVISADO\\n\\n--- FACTURA ---\\n\\nD JONMANNY CRISTALES PUERTAS Y VENTANAS\\nD JONMANNY CRISTALES PUERTAS Y VENTANAS SRL\\nRNC EMISOR: 132086147\\nCLIENTE: CLARIVEL ALTAGRACIA DIAZ HERNANDEZ\\nRNC CLIENTE: 00109115600\\nFACTURA DE CREDITO FISCAL\\nNCF: B1405781947\\nFACTURA NO.: 7258410\\nAUTORIZACION: 349890339\\nTELEFONO: 809-959-5570\\nFECHA: 09/08/2024  HORA: 14:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            15,272.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,272.00\\nITBIS 18% RD$       2,748.96\\nTOTAL RD$          18,020.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9855924\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 13950966\\nDJC\\n\\n--- FACTURA ---\\n\\nFELIX NUÑEZ ROSARIO\\nFELIX NUÑEZ ROSARIO\\nRNC: 04801024144\\nCLIENTE: MERCEDES EMILIA GOMEZ DIAZ DE BURGOS DI\\nRNC CLIENTE: 03101717308\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1478612914\\nFACTURA NO.: 4563677\\nAUTORIZACION: 196333180\\nTELEFONO: 809-449-2792\\nFECHA: 19/05/2024  HORA: 20:12\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 22,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                117,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                 12,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                                 45,000.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      196,500.00\\nITBIS 18% RD$      35,370.00\\nTOTAL RD$         231,870.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6109805\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 64688911\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\"}","template_ids":[5,13,9],"business_categories":["ropa_comercio","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["40200392286","132086147","04801024144"],"invoice_ids":["inv_2f236eb1dcd8691ef487","inv_c0a994f94f565db6faa0","inv_11ab630175d8ab033675"],"observation_id":"obs_1fda10754f322a053fd0","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.83,"augmentation_metadata":{"downscale_factor":0.908,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.958,"brightness_factor":1.039,"blur_sigma":0.087,"crop_applied":false,"camera_distance_factors":[0.941,0.957,0.964],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":38.32,"jpeg_quality":93,"documents":[{"rotation_deg":0.553,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.543,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.777,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"DJC"},{"kind":"none","text":""}]},"num_invoices":3,"seed":3898228861657707131,"difficulty":"hard","split":"test"}
{"image":"images/607_008659.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131178294\",\"ncf\":\"E442894180706\",\"fecha_comprobante\":\"20250911\",\"monto_facturado\":7462.50,\"itbis_facturado\":1343.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8805.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430325856\",\"ncf\":\"B0104959073\",\"fecha_comprobante\":\"20250602\",\"monto_facturado\":19887.50,\"itbis_facturado\":3579.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":23467.25}],\"ocr\":\"PABLO JAVIER DELGADO MEJIA\\nRNC EMISOR: 22400342816\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LOMBARD CONSTRUCTION & DESIGN SRL\\nRNC CLIENTE: 131178294\\nFACTURA DE CREDITO FISCAL\\nNCF: E442894180706\\nFACTURA NO.: 4954441\\nAUTORIZACION: 345141215\\nTELEFONO: 809-476-2860\\nFECHA: 11/09/2025  HORA: 12:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     132.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   7,330.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,462.50\\nITBIS RD$       1,343.25\\nTOTAL RD$           8,805.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8022128\\nGRACIAS POR SU COMPRA\\nPJD\\n\\n--- FACTURA ---\\n\\nMERCEDES FRANCO CASTILLO\\nRNC EMISOR: 00300157609\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IGLESIA BAUSTISTA FUNDAMENTAL DEL CARIB\\nRNC CLIENTE: 430325856\\nFACTURA DE CREDITO FISCAL\\nNCF: B0104959073\\nFACTURA NO.: 2927665\\nAUTORIZACION: 252876037\\nTELEFONO: 809-583-4951\\nFECHA: 02/06/2025  HORA: 08:38\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,135.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  1,588.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 14,281.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                                  2,883.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       19,887.50\\nIMPUESTO ITBIS RD$       3,579.75\\nTOTAL RD$          23,467.25\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 9706237\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["22400342816","00300157609"],"invoice_ids":["inv_31565f70d1b726891698","inv_952f34880e71179f48c2"],"observation_id":"obs_ab3a090316c66e77a277","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":6.9,"augmentation_metadata":{"downscale_factor":0.709,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.769,"brightness_factor":1.096,"blur_sigma":0.293,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.63,"jpeg_quality":87,"documents":[{"rotation_deg":-0.866,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.012,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"PJD"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5009231262099413471,"difficulty":"hard","split":"train"}
{"image":"images/606_008660.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130343497\",\"ncf\":\"E318923198610\",\"fecha_comprobante\":\"20241009\",\"monto_facturado_servicios\":306.95,\"monto_facturado_bienes\":11279.70,\"itbis_facturado\":2085.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CORPORACION ASIBA\\nCORPORACION ASIBA SRL\\nRNC EMISOR: 130343497\\nCLIENTE: INMOBILIARIA RAFEY CXA\\nRNC CLIENTE: 101043156\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318923198610\\nFACTURA NO.: 7795046\\nAUTORIZACION: 175893205\\nTELEFONO: 809-320-3347\\nFECHA: 09/10/2024  HORA: 18:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     306.95\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,299.80\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     880.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   7,099.90\\n-------------------------------------------\\nSUBTOTAL RD$       11,586.65\\nITBIS RD$       2,085.60\\nTOTAL RD$          13,672.25\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1021697\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 20037757\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130343497"],"invoice_ids":["inv_99a2aa77d7c77de0cb53"],"observation_id":"obs_73e03daab63e34bfb0c7","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":8.77,"augmentation_metadata":{"downscale_factor":0.877,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":1.03,"brightness_factor":0.897,"blur_sigma":0.376,"crop_applied":false,"camera_distance_factors":[0.948],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.25,"jpeg_quality":86,"documents":[{"rotation_deg":-0.717,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12686820598576561569,"difficulty":"light","split":"train"}
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{"image":"images/606_008662.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132805399\",\"ncf\":\"E452449653488\",\"fecha_comprobante\":\"20250919\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10540.00,\"itbis_facturado\":1897.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101513888\",\"ncf\":\"E451587251467\",\"fecha_comprobante\":\"20240117\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":952.00,\"itbis_facturado\":171.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"BUGGYS MICHES SANCHEZ\\nBUGGYS MICHES SANCHEZ SRL\\nRNC EMISOR: 132805399\\nCLIENTE: ADMINISTRADORA DE FONDOS DE\\nPENSIONES L\\nRNC CLIENTE: 101880171\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452449653488\\nFACTURA NO.: 6203699\\nAUTORIZACION: 865907207\\nTELEFONO: 809-935-1668\\nFECHA: 19/09/2025  HORA: 17:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,452.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,088.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,540.00\\nITBIS RD$       1,897.20\\nTOTAL RD$          12,437.20\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8009188\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 56440066\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nINDUSTRIA CARTONGRAFICA S A\\nINDUSTRIA CARTONGRAFICA S A\\nRNC 101513888\\nCLIENTE: CARABALLO LORA & ASOCIADOS SRL\\nRNC CLIENTE: 131642896\\nFACTURA DE CREDITO FISCAL\\nNCF: E451587251467\\nFACTURA NO.: 9576633\\nAUTORIZACION: 613149512\\nTELEFONO: 809-641-9753\\nFECHA: 17/01/2024  HORA: 15:56\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                                    952.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$          952.00\\nITBIS 18% RD$         171.36\\nTOTAL RD$           1,123.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 976483\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 27970345\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132805399","101513888"],"invoice_ids":["inv_615c487b464f07ccee8d","inv_15b89bcbcf0483c7653f"],"observation_id":"obs_34c0b31052cad3f063a4","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":5.84,"augmentation_metadata":{"downscale_factor":0.811,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.993,"brightness_factor":1.035,"blur_sigma":0.349,"crop_applied":false,"camera_distance_factors":[0.985,0.883],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":73.64,"jpeg_quality":88,"documents":[{"rotation_deg":-2.376,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.041,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11194915432490506717,"difficulty":"medium","split":"validation"}
{"image":"images/607_008663.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06100165783\",\"ncf\":\"B1588897953\",\"fecha_comprobante\":\"20240908\",\"monto_facturado\":107000.00,\"itbis_facturado\":19260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":126260.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ASTRO CABLEVISION\\nRNC EMISOR: 103035892\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMON VARGAS VARGAS\\nRNC CLIENTE: 06100165783\\nFACTURA DE CREDITO FISCAL\\nNCF: B1588897953\\nFACTURA NO.: 7358089\\nAUTORIZACION: 971087485\\nTELEFONO: 809-391-4092\\nFECHA: 08/09/2024  HORA: 18:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   80,000.00\\n    1  VISITA    INSPECCION TECNICA          12,000.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      107,000.00\\nIMPUESTO ITBIS RD$      19,260.00\\nTOTAL RD$         126,260.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 6402415\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nOK\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["103035892"],"invoice_ids":["inv_098dec093b7d04651f89"],"observation_id":"obs_2e3ce51ff1f4288d8ec5","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.852,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.786,"brightness_factor":1.063,"blur_sigma":0.538,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.92,"jpeg_quality":84,"documents":[{"rotation_deg":-1.189,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17916865923884915126,"difficulty":"medium","split":"test"}
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{"image":"images/607_008665.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133103958\",\"ncf\":\"B0295239148\",\"fecha_comprobante\":\"20250604\",\"monto_facturado\":20330.48,\"itbis_facturado\":3659.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10288.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13701.11,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430435317\",\"ncf\":\"B1577896585\",\"fecha_comprobante\":\"20241127\",\"monto_facturado\":4263.95,\"itbis_facturado\":767.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":5031.46,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132775988\",\"ncf\":\"B0123696905\",\"fecha_comprobante\":\"20250615\",\"monto_facturado\":12164.00,\"itbis_facturado\":2189.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":14353.52,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KORQUI ARMANDO DOMINGUEZ VERAS\\nRNC EMISOR: 03100331424\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VACANZA DE SOGNO SRL\\nRNC CLIENTE: 133103958\\nFACTURA DE CREDITO FISCAL\\nNCF B0295239148\\nFACTURA NO.: 0399743\\nAUTORIZACION: 796584829\\nTELEFONO: 809-451-2240\\nFECHA: 04/06/2025  HORA: 15:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,047.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     961.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,800.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,045.98\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,476.00\\n-------------------------------------------\\nSUB-TOTAL RD$       20,330.48\\nITBIS 18% RD$       3,659.49\\nTOTAL RD$          23,989.97\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7181554\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 62821440\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nKAD\\n\\n--- FACTURA ---\\n\\nSUNIVA SERVICES\\nRNC EMISOR: 131705731\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AEROCLUB HELIGUERO\\nRNC CLIENTE: 430435317\\nFACTURA DE CREDITO FISCAL\\nNCF: B1577896585\\nFACTURA NO.: 9253216\\nAUTORIZACION: 552247234\\nTELEFONO: 809-731-6446\\nFECHA: 27/11/2024  HORA: 19:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REPARACION MECANICA          4,263.95\\n----------------------------------------------\\nSUBTOTAL RD$        4,263.95\\nIMPUESTO ITBIS RD$         767.51\\nTOTAL RD$           5,031.46\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8285449\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 56734927\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSS\\nCOPIA\\n\\n--- FACTURA ---\\n\\nJOEL LAMINADOS\\nRNC EMISOR: 132007565\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAMONA D HERNANDEZ RENT CAR SRL\\nRNC CLIENTE: 132775988\\nFACTURA DE CREDITO FISCAL\\nNCF B0123696905\\nFACTURA NO.: 7108429\\nAUTORIZACION: 948595324\\nTELEFONO: 809-300-1357\\nFECHA: 15/06/2025  HORA: 10:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            554.00\\n    5  UNIDAD    EQUIPO ELECTRICO            10,405.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,205.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       12,164.00\\nITBIS RD$       2,189.52\\nTOTAL RD$          14,353.52\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7338109\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nJL\"}","template_ids":[5,13,12],"business_categories":["comercio_general","automotriz","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03100331424","131705731","132007565"],"invoice_ids":["inv_6e7ecbf4a67fce18dcea","inv_562b0c18edd40c320f88","inv_042467636e48bd9f2fa4"],"observation_id":"obs_fec5a9c4a23a29fd83c0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.59,"augmentation_metadata":{"downscale_factor":0.666,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.903,"brightness_factor":1.054,"blur_sigma":0.667,"crop_applied":false,"camera_distance_factors":[0.901,0.93,0.977],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.58,"jpeg_quality":77,"documents":[{"rotation_deg":-2.54,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":4.113,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.471,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"KAD"},{"kind":"initials","text":"SS"},{"kind":"initials","text":"JL"}]},"num_invoices":3,"seed":1179738516327509205,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 87572061\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nCONDOMINIO RESIDENCIAL TORRE ADRIANA Y MOR\\nCONDOMINIO RESIDENCIAL TORRE ADRIANA Y\\nMORAIMA\\nRNC EMISOR: 430138304\\nCLIENTE: ANGEL LUIS GUZMAN D LEON\\nRNC CLIENTE: 130625328\\nFACTURA DE CREDITO FISCAL\\nNCF B1462649515\\nFACTURA NO.: 4713811\\nAUTORIZACION: 382353803\\nTELEFONO: 809-243-7056\\nFECHA: 18/12/2024  HORA: 17:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       ALQUILER DE LOCAL\\n                                 152,092.00\\n-------------------------------------------\\nSUBTOTAL RD$      152,092.00\\nIMPUESTO ITBIS RD$      27,376.56\\nTOTAL RD$         179,468.56\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 5604997\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCONSTRUCCIONES ADAMES AMADOR\\nCONSTRUCCIONES ADAMES AMADOR SRL\\nRNC 132912365\\nCLIENTE: SALUD Y BELLEZA INTERNACIONAL SRL\\nRNC CLIENTE: 101544112\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1504144309\\nFACTURA NO.: 1608241\\nAUTORIZACION: 86254583\\nTELEFONO: 809-862-1133\\nFECHA: 18/10/2024  HORA: 15:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     832.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,134.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,699.95\\n-------------------------------------------\\nSUBTOTAL RD$        4,665.95\\nIMPUESTO ITBIS RD$         839.87\\nTOTAL RD$           5,505.82\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6685170\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008689.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130926794\",\"ncf\":\"E459760893942\",\"fecha_comprobante\":\"20240205\",\"monto_facturado\":57215.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":57215.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ESCUELA DE ARTE Y DANZA FLOWERS DANCING\\nRNC EMISOR: 132950382\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TORISES IMPORT SRL\\nRNC CLIENTE: 130926794\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459760893942\\nFACTURA NO.: 8339542\\nAUTORIZACION: 732224874\\nTELEFONO: 809-348-8316\\nFECHA: 05/02/2024  HORA: 08:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    LIBRO DE TEXTO\\n                                   7,960.00\\n    5  CURSO     CURSO DE CAPACITACION\\n                                  49,255.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       57,215.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          57,215.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1647063\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["educacion"],"catalog_sources":[["curated"]],"issuer_rncs":["132950382"],"invoice_ids":["inv_729ed325a7b764e399f6"],"observation_id":"obs_11bf89da22e6dbaa349f","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":11.46,"augmentation_metadata":{"downscale_factor":0.954,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.018,"brightness_factor":1.013,"blur_sigma":0.109,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.36,"jpeg_quality":93,"documents":[{"rotation_deg":0.513,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2949084076119098400,"difficulty":"light","split":"validation"}
{"image":"images/606_008690.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101676361\",\"ncf\":\"B1566099229\",\"fecha_comprobante\":\"20250226\",\"monto_facturado_servicios\":184500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33210.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"RINOCERONTE SERVICIOS DE SEGURIDAD RISESA \\nRINOCERONTE SERVICIOS DE SEGURIDAD RISESA C POR \\nRNC 101676361\\nCLIENTE: ALBA IRIS GARCIA DE LOS SANTOS\\nRNC CLIENTE: 00115328718\\nFACTURA DE CREDITO FISCAL\\nNCF: B1566099229\\nFACTURA NO.: 4930268\\nAUTORIZACION: 14036167\\nTELEFONO: 809-470-8165\\nFECHA: 26/02/2025  HORA: 15:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      17,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   67,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     5,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    65,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   28,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      184,500.00\\nIMPUESTO ITBIS RD$      33,210.00\\nTOTAL RD$         217,710.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5898624\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 29437164\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101676361"],"invoice_ids":["inv_b565e7c65c54888f2a41"],"observation_id":"obs_fdc1268b121bb4e8750c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.01,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.06,"jpeg_quality":96,"documents":[{"rotation_deg":0.004,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11679444090964215487,"difficulty":"clean","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 54559901\\n\\n--- FACTURA ---\\n\\nROBERTO ENCARNACION\\nRNC EMISOR: 00104947841\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GARWAY PROPERTIES DOMINICANA C POR A\\nRNC CLIENTE: 102335001\\nFACTURA DE CREDITO FISCAL\\nNCF B1489650751\\nFACTURA NO.: 6881408\\nAUTORIZACION: 197449109\\nTELEFONO: 809-845-2903\\nFECHA: 30/05/2025  HORA: 11:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      19,500.00\\n    1  MES       SUPERVISION DE OBRA         82,500.00\\n    1  PROYECTO  DISENO DE PLANOS            42,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      144,500.00\\nITBIS 18% RD$      26,010.00\\nTOTAL RD$         170,510.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1213307\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 52015897\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLM GOLF TOURNAMENT\\nRNC EMISOR: 131745709\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES COSTA ESMERALDA S A\\nRNC CLIENTE: 101726662\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457407832367\\nFACTURA NO.: 8073301\\nAUTORIZACION: 511629931\\nTELEFONO: 809-940-4470\\nFECHA: 16/11/2025  HORA: 13:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   19,000.00\\n    1  VISITA    INSPECCION TECNICA          19,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       38,500.00\\nITBIS RD$       6,930.00\\nTOTAL RD$          45,430.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3012925\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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UND. 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{"image":"images/606_008708.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133415011\",\"ncf\":\"E449223969509\",\"fecha_comprobante\":\"20250507\",\"monto_facturado_servicios\":951.00,\"monto_facturado_bienes\":28825.95,\"itbis_facturado\":5359.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"09700291447\",\"ncf\":\"E314010128224\",\"fecha_comprobante\":\"20250902\",\"monto_facturado_servicios\":1289.00,\"monto_facturado_bienes\":27155.85,\"itbis_facturado\":5120.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MOTOPRESTAMOS EL PRINCIPE\\nMOTOPRESTAMOS EL PRINCIPE EIRL\\nRNC EMISOR: 133415011\\nCLIENTE: SAFA PHARMA SRL\\nRNC CLIENTE: 133024578\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E449223969509\\nFACTURA NO.: 0903030\\nAUTORIZACION: 353176908\\nTELEFONO: 809-426-2719\\nFECHA: 07/05/2025  HORA: 13:35\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     951.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,385.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     371.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,185.99\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,883.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,776.95\\nIMPUESTO ITBIS RD$       5,359.85\\nTOTAL RD$          35,136.80\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9498233\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nGREG CLIFFORD COWERN\\nGREG CLIFFORD COWERN\\nRNC 09700291447\\nCLIENTE: LUIS HORNELIO REYES FELIZ\\nRNC CLIENTE: 01800328930\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314010128224\\nFACTURA NO.: 7527162\\nAUTORIZACION: 680573570\\nTELEFONO: 809-722-4786\\nFECHA: 02/09/2025  HORA: 16:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,289.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   6,797.85\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   1,368.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,112.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     878.00\\n-------------------------------------------\\nSUB-TOTAL RD$       28,444.85\\nIMPUESTO ITBIS RD$       5,120.07\\nTOTAL RD$          33,564.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8091338\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 26424648\"}","template_ids":[0,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133415011","09700291447"],"invoice_ids":["inv_e575fe664f061bd33fc6","inv_9fd05f33a3d48a3cf87b"],"observation_id":"obs_ffe179a22211c802ab32","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":6.86,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.015,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.94,"jpeg_quality":97,"documents":[{"rotation_deg":0.061,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.122,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5186528846217124786,"difficulty":"medium","split":"train"}
{"image":"images/607_008709.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"119020338\",\"ncf\":\"E326304834586\",\"fecha_comprobante\":\"20250203\",\"monto_facturado\":1350.00,\"itbis_facturado\":243.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1593.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CARLA MARIA MARTINEZ PERDOMO\\nRNC EMISOR: 00109576686\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASAMITRA S A\\nRNC CLIENTE: 119020338\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326304834586\\nFACTURA NO.: 0845022\\nAUTORIZACION: 669114859\\nTELEFONO: 809-344-9989\\nFECHA: 03/02/2025  HORA: 17:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,350.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,350.00\\nITBIS RD$         243.00\\nTOTAL RD$           1,593.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4563390\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 88521178\\nArchivado\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00109576686"],"invoice_ids":["inv_7bba1d1272b1e85f93c2"],"observation_id":"obs_48007d12d121296c053a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.79,"augmentation_metadata":{"downscale_factor":0.676,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":1.078,"brightness_factor":0.988,"blur_sigma":0.452,"crop_applied":false,"camera_distance_factors":[0.926],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.21,"jpeg_quality":77,"documents":[{"rotation_deg":-2.934,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15035668835683719135,"difficulty":"medium","split":"train"}
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{"image":"images/607_008711.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22301723494\",\"ncf\":\"E444739973233\",\"fecha_comprobante\":\"20250909\",\"monto_facturado\":4680.00,\"itbis_facturado\":842.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3322.11,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2200.29,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131703682\",\"ncf\":\"B0194629896\",\"fecha_comprobante\":\"20240408\",\"monto_facturado\":5773.00,\"itbis_facturado\":1039.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":6812.14,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PEDRO TOMAS ROJAS ZAPATA\\nRNC EMISOR: 10200045796\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ELIEZER MEJIA AMADOR\\nRNC CLIENTE: 22301723494\\nFACTURA DE CREDITO FISCAL\\nNCF E444739973233\\nFACTURA NO.: 0338839\\nAUTORIZACION: 340348670\\nTELEFONO: 809-287-2597\\nFECHA: 09/09/2025  HORA: 19:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,682.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,290.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     708.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,680.00\\nITBIS 18% RD$         842.40\\nTOTAL RD$           5,522.40\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1744902\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 84323368\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\\n\\n--- FACTURA ---\\n\\nDEMEVA ENGINEERS GROUP\\nRNC EMISOR: 132216644\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESCALANZZA IMPORT SRL\\nRNC CLIENTE: 131703682\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0194629896\\nFACTURA NO.: 9246416\\nAUTORIZACION: 230443095\\nTELEFONO: 809-487-5445\\nFECHA: 08/04/2024  HORA: 09:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   13  UNIDAD    CODO PVC 1/2 PULGADA           273.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    5,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,773.00\\nITBIS RD$       1,039.14\\nTOTAL RD$           6,812.14\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 3137592\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 99758465\\nRESUMEN\"}","template_ids":[0,12],"business_categories":["comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["10200045796","132216644"],"invoice_ids":["inv_80df641405d9a4c0a745","inv_946035fae51ebeb72b47"],"observation_id":"obs_d5284b37ff15b0f8a020","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.969,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":1.026,"brightness_factor":0.976,"blur_sigma":0.088,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":31.14,"jpeg_quality":92,"documents":[{"rotation_deg":-0.309,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.666,"perspective":0.003,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":6256646142374022212,"difficulty":"medium","split":"train"}
{"image":"images/606_008712.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130802823\",\"ncf\":\"E455641434311\",\"fecha_comprobante\":\"20251213\",\"monto_facturado_servicios\":228000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":41040.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SERVICIOS AROP\\nSERVICIOS AROP SRL\\nRNC: 130802823\\nCLIENTE: ACADEMIA COMERCIAL Y TECNOLOGICA PROF M\\nRNC CLIENTE: 131312144\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455641434311\\nFACTURA NO.: 3055001\\nAUTORIZACION: 55338626\\nTELEFONO: 809-915-8600\\nFECHA: 13/12/2025  HORA: 10:28\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                                 12,500.00\\n    3  DOCUMENT  REDACCION DE CONTRATO\\n                                                111,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                                 22,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 47,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 35,000.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      228,000.00\\nIMPUESTO ITBIS RD$      41,040.00\\nTOTAL RD$         269,040.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3364559\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 71371670\\nCOPIA\"}","template_ids":[9],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130802823"],"invoice_ids":["inv_1a9d35c8581e81bd1ca6"],"observation_id":"obs_19beedfe6e7b31649d6b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":10.46,"augmentation_metadata":{"downscale_factor":0.794,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.647,"brightness_factor":1.065,"blur_sigma":0.323,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.48,"jpeg_quality":89,"documents":[{"rotation_deg":0.559,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16128351910222875271,"difficulty":"medium","split":"train"}
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{"image":"images/607_008715.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"103033555\",\"ncf\":\"E441634357447\",\"fecha_comprobante\":\"20250728\",\"monto_facturado\":19370.50,\"itbis_facturado\":3486.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":22857.19,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"DAHILCIA YUDERKA NOVA GONZALEZ\\nRNC EMISOR: 02301332702\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HANCHANG TEXTIL S A\\nRNC CLIENTE: 103033555\\nFACTURA DE CREDITO FISCAL\\nNCF: E441634357447\\nFACTURA NO.: 5730195\\nAUTORIZACION: 996787741\\nTELEFONO: 809-772-7826\\nFECHA: 28/07/2025  HORA: 20:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       19,370.50\\n----------------------------------------------\\nSUB-TOTAL RD$       19,370.50\\nIMPUESTO ITBIS RD$       3,486.69\\nTOTAL RD$          22,857.19\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 1022760\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 85404927\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPROCESADO\\nCargo a oficina\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["02301332702"],"invoice_ids":["inv_8d45c5721dc172f07e60"],"observation_id":"obs_cd4ca0ce5736af1c0be5","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.821,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.998,"brightness_factor":1.019,"blur_sigma":0.021,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.66,"jpeg_quality":87,"documents":[{"rotation_deg":0.183,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6974177654185880739,"difficulty":"hard","split":"train"}
{"image":"images/606_008716.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131756239\",\"ncf\":\"E311389670300\",\"fecha_comprobante\":\"20240613\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10584.95,\"itbis_facturado\":1905.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133031167\",\"ncf\":\"B0115192565\",\"fecha_comprobante\":\"20250124\",\"monto_facturado_servicios\":128500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":23130.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"HAS TECNOLOGIA SRL\\nHAS TECNOLOGIA SRL\\nRNC EMISOR: 131756239\\nCLIENTE: MARCO ANTONIO HACHE POLANCO\\nRNC CLIENTE: 00100627587\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311389670300\\nFACTURA NO.: 5680860\\nAUTORIZACION: 659304454\\nTELEFONO: 809-258-4999\\nFECHA: 13/06/2024  HORA: 12:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,259.95\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,325.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,584.95\\nITBIS RD$       1,905.29\\nTOTAL RD$          12,490.24\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5486346\\nGRACIAS POR SU COMPRA\\nHT\\n\\n--- FACTURA ---\\n\\nROSADO ARZENO & ASOCIADOS\\nROSADO ARZENO & ASOCIADOS SRL\\nRNC: 133031167\\nCLIENTE: ANGEL BIENVENIDO SUAZO\\nRNC CLIENTE: 00300679248\\nFACTURA DE CREDITO FISCAL\\nNCF B0115192565\\nFACTURA NO.: 3069049\\nAUTORIZACION: 457548432\\nTELEFONO: 809-871-3689\\nFECHA: 24/01/2025  HORA: 16:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    17,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       22,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   10,000.00\\n    1  CASO      REPRESENTACION LEGAL        51,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   28,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      128,500.00\\nIMPUESTO ITBIS RD$      23,130.00\\nTOTAL RD$         151,630.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6767785\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131756239","133031167"],"invoice_ids":["inv_4e7372ffccfd0201cbeb","inv_f7a5f957549232a45a3b"],"observation_id":"obs_3ad866d1fa9e33a0d5c9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.945,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":1.009,"brightness_factor":0.984,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.35,"jpeg_quality":92,"documents":[{"rotation_deg":-0.409,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.392,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HT"},{"kind":"none","text":""}]},"num_invoices":2,"seed":17113346542378820243,"difficulty":"medium","split":"train"}
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{"image":"images/606_008718.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131347614\",\"ncf\":\"B0277967977\",\"fecha_comprobante\":\"20240729\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10634.85,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132981367\",\"ncf\":\"E315620635405\",\"fecha_comprobante\":\"20240710\",\"monto_facturado_servicios\":252000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":45360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LEADERVILLE\\nLEADERVILLE SRL\\nRNC: 131347614\\nCLIENTE: TEAM LOGISTICS ALZ SRL\\nRNC CLIENTE: 131512224\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0277967977\\nFACTURA NO.: 9197825\\nAUTORIZACION: 819933264\\nTELEFONO: 809-809-6034\\nFECHA: 29/07/2024  HORA: 11:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    LIBRO DE TEXTO              10,634.85\\n----------------------------------------------\\nBASE IMPONIBLE RD$       10,634.85\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          10,634.85\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2443090\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nMADELYN MARMOLEJOS NAILS & SPA\\nMADELYN MARMOLEJOS NAILS & SPA SRL\\nRNC EMISOR: 132981367\\nCLIENTE: MUEBLES DOMINICANOS EMISALE SRL\\nRNC CLIENTE: 133332932\\nFACTURA DE CREDITO FISCAL\\nNCF: E315620635405\\nFACTURA NO.: 9151879\\nAUTORIZACION: 828729707\\nTELEFONO: 809-746-6478\\nFECHA: 10/07/2024  HORA: 11:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL       105,000.00\\n    1  SERVICIO  ASESORIA TECNICA            30,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    61,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       43,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      252,000.00\\nITBIS 18% RD$      45,360.00\\nTOTAL RD$         297,360.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1469247\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[12,4],"business_categories":["educacion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131347614","132981367"],"invoice_ids":["inv_00d3801a5f197400724a","inv_7e8e79fbeb896c67d52e"],"observation_id":"obs_9cd98c604237e92ffe97","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":0.956,"brightness_factor":0.995,"blur_sigma":0.045,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":26.81,"jpeg_quality":96,"documents":[{"rotation_deg":-0.099,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.222,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12809163138249931946,"difficulty":"medium","split":"train"}
{"image":"images/607_008719.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133367009\",\"ncf\":\"E329739694852\",\"fecha_comprobante\":\"20251004\",\"monto_facturado\":4961.97,\"itbis_facturado\":893.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":5855.12,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00101826006\",\"ncf\":\"B0193736329\",\"fecha_comprobante\":\"20251002\",\"monto_facturado\":15350.49,\"itbis_facturado\":2763.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":18113.58}],\"ocr\":\"MATADERO QUISQUEYA S A\\nRNC EMISOR: 130092801\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA GUIAS HORIZONTE SRL\\nRNC CLIENTE: 133367009\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329739694852\\nFACTURA NO.: 3264546\\nAUTORIZACION: 253587211\\nTELEFONO: 809-619-5288\\nFECHA: 04/10/2025  HORA: 14:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,961.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,961.97\\nIMPUESTO ITBIS RD$         893.15\\nTOTAL RD$           5,855.12\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2230776\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 46802929\\nMQS\\n\\n--- FACTURA ---\\n\\nPANIFESA INVESTMENTS\\nRNC EMISOR: 130392323\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROCIO LLANES FELIZ\\nRNC CLIENTE: 00101826006\\nFACTURA DE CREDITO FISCAL\\nNCF B0193736329\\nFACTURA NO.: 7142102\\nAUTORIZACION: 248164022\\nTELEFONO: 809-951-4848\\nFECHA: 02/10/2025  HORA: 12:53\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    913.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  5,891.99\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  8,545.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       15,350.49\\nITBIS RD$       2,763.09\\nTOTAL RD$          18,113.58\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 3442163\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 17192978\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130092801","130392323"],"invoice_ids":["inv_8513a0c6411547593c85","inv_4a32c44ed33fac3820d6"],"observation_id":"obs_84d14bec4d97a681c2b5","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":6.74,"augmentation_metadata":{"downscale_factor":0.815,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.758,"brightness_factor":1.007,"blur_sigma":0.504,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.38,"jpeg_quality":82,"documents":[{"rotation_deg":1.195,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.109,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"MQS"},{"kind":"none","text":""}]},"num_invoices":2,"seed":17228584237172240075,"difficulty":"medium","split":"validation"}
{"image":"images/606_008720.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04700827597\",\"ncf\":\"E324106680598\",\"fecha_comprobante\":\"20250220\",\"monto_facturado_servicios\":17522.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3154.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JUAN JOSE PEGUERO DE LOS SANTOS\\nJUAN JOSE PEGUERO DE LOS SANTOS\\nRNC: 04700827597\\nCLIENTE: KAREN NOHEMI DIAZ DE LEON\\nRNC CLIENTE: 00117164301\\nFACTURA DE CREDITO FISCAL\\nNCF E324106680598\\nFACTURA NO.: 0383371\\nAUTORIZACION: 254016503\\nTELEFONO: 809-439-4021\\nFECHA: 20/02/2025  HORA: 16:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                     864.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  16,658.95\\n-------------------------------------------\\nSUB-TOTAL RD$       17,522.95\\nITBIS RD$       3,154.13\\nTOTAL RD$          20,677.08\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1638049\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 44840298\\nRevisado\"}","template_ids":[5],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["04700827597"],"invoice_ids":["inv_8f109ad5c916e99bf3d8"],"observation_id":"obs_eac6e22913c350642a4a","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":10.27,"augmentation_metadata":{"downscale_factor":0.799,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.732,"brightness_factor":1.044,"blur_sigma":0.743,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":66.32,"jpeg_quality":81,"documents":[{"rotation_deg":0.919,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14421152254365628810,"difficulty":"hard","split":"train"}
{"image":"images/607_008721.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101103809\",\"ncf\":\"E440018918434\",\"fecha_comprobante\":\"20250820\",\"monto_facturado\":45781.95,\"itbis_facturado\":8240.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":54022.70,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FELIGNO ALTURO PEGUERO DAMIAN\\nRNC EMISOR: 00104294855\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CORPORACION AGRICOLA DEL CARIBE C PORA\\nRNC CLIENTE: 101103809\\nFACTURA DE CREDITO FISCAL\\nNCF: E440018918434\\nFACTURA NO.: 5024132\\nAUTORIZACION: 564909388\\nTELEFONO: 809-331-5494\\nFECHA: 20/08/2025  HORA: 08:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DISENO GRAFICO              16,346.95\\n    3  UNIDAD    TARJETAS DE PRESENTACION    12,948.00\\n    1  SERVICIO  IMPRESION FULL COLOR        12,629.00\\n    2  UNIDAD    BANNER PUBLICITARIO          3,858.00\\n----------------------------------------------\\nSUB-TOTAL RD$       45,781.95\\nITBIS 18% RD$       8,240.75\\nTOTAL RD$          54,022.70\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6908789\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 25188235\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["00104294855"],"invoice_ids":["inv_d17d1b00462eb1e308f6"],"observation_id":"obs_39a36a9ef876db6cd363","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.79,"augmentation_metadata":{"downscale_factor":0.991,"red_scale":0.981,"blue_scale":1.019,"contrast_factor":0.997,"brightness_factor":0.997,"blur_sigma":0.012,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.0,"jpeg_quality":94,"documents":[{"rotation_deg":0.375,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1466320317956777602,"difficulty":"light","split":"test"}
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{"image":"images/607_008723.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430345245\",\"ncf\":\"E455709150395\",\"fecha_comprobante\":\"20240329\",\"monto_facturado\":25735.90,\"itbis_facturado\":4632.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":30368.36,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SEEG ELECTROMECANICA Y OTROS\\nRNC EMISOR: 131993052\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO 15845 TRINA M\\nRNC CLIENTE: 430345245\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E455709150395\\nFACTURA NO.: 8489911\\nAUTORIZACION: 681946357\\nTELEFONO: 809-426-8245\\nFECHA: 29/03/2024  HORA: 16:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  INSTALACION ELECTRICA       20,000.00\\n    2  METRO3    ARENA GRIS LAVADA GRUESA     5,735.90\\n----------------------------------------------\\nSUB-TOTAL RD$       25,735.90\\nIMPUESTO ITBIS RD$       4,632.46\\nTOTAL RD$          30,368.36\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6764204\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 20873842\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131993052"],"invoice_ids":["inv_f5bed7dec98863382122"],"observation_id":"obs_6b62a05346cead4559d8","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.949,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.03,"brightness_factor":1.0,"blur_sigma":0.061,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.63,"jpeg_quality":93,"documents":[{"rotation_deg":0.274,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10009165349637998502,"difficulty":"light","split":"train"}
{"image":"images/606_008724.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101102055\",\"ncf\":\"E321751295904\",\"fecha_comprobante\":\"20240403\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13055.96,\"itbis_facturado\":2350.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ELABORADORA DOMINICANA S A\\nELABORADORA DOMINICANA S A\\nRNC: 101102055\\nCLIENTE: NICOLEX IMPORT & DISTRIBUTION SRL\\nRNC CLIENTE: 133669285\\nFACTURA DE CREDITO FISCAL\\nNCF: E321751295904\\nFACTURA NO.: 6696741\\nAUTORIZACION: 491622547\\nTELEFONO: 809-695-3221\\nFECHA: 03/04/2024  HORA: 09:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO            13,055.96\\n----------------------------------------------\\nSUB-TOTAL RD$       13,055.96\\nIMPUESTO ITBIS RD$       2,350.07\\nTOTAL RD$          15,406.03\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1098832\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 99587900\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nOK\"}","template_ids":[11],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101102055"],"invoice_ids":["inv_fc24759902674117fc1c"],"observation_id":"obs_0a459ffccc90f5b7a756","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.988,"brightness_factor":1.007,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":95,"documents":[{"rotation_deg":-0.041,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10289364146353815899,"difficulty":"clean","split":"train"}
{"image":"images/607_008725.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101862922\",\"ncf\":\"B1541382876\",\"fecha_comprobante\":\"20240323\",\"monto_facturado\":360896.98,\"itbis_facturado\":64961.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":425858.44,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HINWILL INVESTMENT GROUP\\nRNC EMISOR: 132088182\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TELARES BY STONEWOOD SRL\\nRNC CLIENTE: 101862922\\nFACTURA DE CREDITO FISCAL\\nNCF: B1541382876\\nFACTURA NO.: 3451246\\nAUTORIZACION: 991652379\\nTELEFONO: 809-298-9472\\nFECHA: 23/03/2024  HORA: 10:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  MES       ALQUILER DE LOCAL\\n                                 237,537.98\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  44,965.50\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  70,244.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   8,149.00\\n-------------------------------------------\\nSUB-TOTAL RD$      360,896.98\\nITBIS 18% RD$      64,961.46\\nTOTAL RD$         425,858.44\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6169892\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 47006543\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["132088182"],"invoice_ids":["inv_c0b9a68a98821dd41d99"],"observation_id":"obs_aff4da8f65c11b6586da","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.84,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":1.023,"brightness_factor":0.914,"blur_sigma":0.812,"crop_applied":false,"camera_distance_factors":[0.977],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.88,"jpeg_quality":84,"documents":[{"rotation_deg":-2.947,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":4983463846234187704,"difficulty":"medium","split":"validation"}
{"image":"images/606_008726.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00102100245\",\"ncf\":\"E326322885224\",\"fecha_comprobante\":\"20250603\",\"monto_facturado_servicios\":707.00,\"monto_facturado_bienes\":6517.48,\"itbis_facturado\":1300.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":9.49,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"03101555294\",\"ncf\":\"E451813792189\",\"fecha_comprobante\":\"20250420\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":287.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CARMEN PAULINO PORTALATIN\\nCARMEN PAULINO PORTALATIN\\nRNC 00102100245\\nCLIENTE: MIGUEL ANGEL SANCHEZ\\nRNC CLIENTE: 40237800889\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326322885224\\nFACTURA NO.: 8408189\\nAUTORIZACION: 275918010\\nTELEFONO: 809-876-3631\\nFECHA: 03/06/2025  HORA: 13:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CAMISA DE VESTIR\\n                                   2,859.98\\n    2  UNIDAD    UNIFORME EMPRESARIAL\\n                                   2,278.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                     707.00\\n    1  UNIDAD    GORRA BORDADA\\n                                   1,379.50\\n-------------------------------------------\\nSUB-TOTAL RD$        7,224.48\\nITBIS 18% RD$       1,300.41\\nOTROS IMPUESTOS RD$       9.49\\nTOTAL RD$           8,534.38\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 7001502\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 30825526\\n\\n--- FACTURA ---\\n\\nCOLMADO PENA\\nDOMINGO ANTONIO PEÑA LOVERAS\\nRNC EMISOR: 03101555294\\nCLIENTE: SORTE SUPPLY SRL\\nRNC CLIENTE: 132582195\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451813792189\\nFACTURA NO.: 1652751\\nAUTORIZACION: 919186917\\nTELEFONO: 809-426-2053\\nFECHA: 20/04/2025  HORA: 19:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            287.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$          287.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             287.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7560102\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 78255413\\nPagado\"}","template_ids":[5,13],"business_categories":["ropa_comercio","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00102100245","03101555294"],"invoice_ids":["inv_e954c413b3a08e96cf6a","inv_3c6efa1ad2baa5bf9276"],"observation_id":"obs_1f99e30ea9e66b7d3958","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.61,"augmentation_metadata":{"downscale_factor":0.929,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":1.059,"brightness_factor":1.004,"blur_sigma":0.066,"crop_applied":false,"camera_distance_factors":[0.935,0.935],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.03,"jpeg_quality":87,"documents":[{"rotation_deg":-0.424,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.765,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":15060634180292076479,"difficulty":"medium","split":"train"}
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{"image":"images/606_008728.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133233509\",\"ncf\":\"E440032254571\",\"fecha_comprobante\":\"20240214\",\"monto_facturado_servicios\":1381.00,\"monto_facturado_bienes\":11373.93,\"itbis_facturado\":2295.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130144852\",\"ncf\":\"E445189894937\",\"fecha_comprobante\":\"20240419\",\"monto_facturado_servicios\":1153.00,\"monto_facturado_bienes\":13489.49,\"itbis_facturado\":2635.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JOSE D FADUL\\nJOSE D FADUL SRL\\nRNC: 133233509\\nCLIENTE: CONSTRUCTORA JCDIAZ ASOCIADOS SRL\\nRNC CLIENTE: 132142616\\nFACTURA DE CREDITO FISCAL\\nNCF E440032254571\\nFACTURA NO.: 2780266\\nAUTORIZACION: 970971872\\nTELEFONO: 809-571-8693\\nFECHA: 14/02/2024  HORA: 18:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,700.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,541.97\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,416.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,715.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,381.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       12,754.93\\nIMPUESTO ITBIS RD$       2,295.89\\nTOTAL RD$          15,050.82\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7488069\\nGRACIAS POR SU COMPRA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nGMEDICO KENDRY ROSARIO\\nGMEDICO KENDRY ROSARIO SRL\\nRNC EMISOR: 130144852\\nCLIENTE: ASOCIACION DE PROPIETARIOS DEL\\nRESIDENC\\nRNC CLIENTE: 430296317\\nFACTURA DE CREDITO FISCAL\\nNCF: E445189894937\\nFACTURA NO.: 8627621\\nAUTORIZACION: 292171992\\nTELEFONO: 809-937-7749\\nFECHA: 19/04/2024  HORA: 20:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     274.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,153.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,417.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     853.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,944.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,642.49\\nIMPUESTO ITBIS RD$       2,635.65\\nTOTAL RD$          17,278.14\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1840162\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 61271240\\nProcesado\"}","template_ids":[1,0],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133233509","130144852"],"invoice_ids":["inv_80e357d30b58e744215a","inv_490a53c5ae45c49bd214"],"observation_id":"obs_534371dfb54e0a1e182f","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.6,"augmentation_metadata":{"downscale_factor":0.783,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.584,"brightness_factor":1.115,"blur_sigma":0.663,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.36,"jpeg_quality":88,"documents":[{"rotation_deg":0.14,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.218,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5113771652448605270,"difficulty":"hard","split":"train"}
{"image":"images/607_008729.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132039467\",\"ncf\":\"E315945834525\",\"fecha_comprobante\":\"20250408\",\"monto_facturado\":154500.00,\"itbis_facturado\":27810.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":182310.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132718836\",\"ncf\":\"B0158468707\",\"fecha_comprobante\":\"20241029\",\"monto_facturado\":10250.85,\"itbis_facturado\":1845.15,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12096.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101549432\",\"ncf\":\"E442461075741\",\"fecha_comprobante\":\"20250220\",\"monto_facturado\":81500.00,\"itbis_facturado\":14670.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":96170.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VERIOSKA ALTAGRACIA PEÑA\\nRNC EMISOR: 07200127053\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES LORENI SRL\\nRNC CLIENTE: 132039467\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315945834525\\nFACTURA NO.: 3248508\\nAUTORIZACION: 413659664\\nTELEFONO: 809-935-2474\\nFECHA: 08/04/2025  HORA: 17:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  16,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  18,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   5,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 115,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      154,500.00\\nITBIS 18% RD$      27,810.00\\nTOTAL RD$         182,310.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9989875\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 27721568\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVAP\\n\\n--- FACTURA ---\\n\\nSET MEDICAL\\nRNC EMISOR: 00102298940\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GIMAGEN SRL\\nRNC CLIENTE: 132718836\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0158468707\\nFACTURA NO.: 8562012\\nAUTORIZACION: 523491080\\nTELEFONO: 809-266-8773\\nFECHA: 29/10/2024  HORA: 16:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,624.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,096.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,655.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     875.85\\n-------------------------------------------\\nBASE IMPONIBLE RD$       10,250.85\\nITBIS RD$       1,845.15\\nTOTAL RD$          12,096.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9041114\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 53226180\\n\\n--- FACTURA ---\\n\\nYENISSE ELIZABETH GUERRA BRITO\\nRNC EMISOR: 00100685247\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGROPECUARIA JOSE LUIS PENA R SRL\\nRNC CLIENTE: 101549432\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442461075741\\nFACTURA NO.: 2126351\\nAUTORIZACION: 226640512\\nTELEFONO: 809-953-3876\\nFECHA: 20/02/2025  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       39,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    23,000.00\\n    1  SERVICIO  ASESORIA TECNICA             8,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       11,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       81,500.00\\nITBIS 18% RD$      14,670.00\\nTOTAL RD$          96,170.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3867154\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[5,0,10],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["07200127053","00102298940","00100685247"],"invoice_ids":["inv_325bc9b79a361ff71ea2","inv_c39063fa31f7c5382331","inv_94c94bb199efd436f174"],"observation_id":"obs_45da502b49083fb58cc6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.99,"augmentation_metadata":{"downscale_factor":0.862,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.939,"brightness_factor":0.927,"blur_sigma":0.667,"crop_applied":false,"camera_distance_factors":[0.952,0.97,0.999],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":38.57,"jpeg_quality":85,"documents":[{"rotation_deg":-1.287,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-3.171,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.761,"perspective":0.035,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"VAP"},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":18216321554449152501,"difficulty":"hard","split":"train"}
{"image":"images/606_008730.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132583312\",\"ncf\":\"B0164655844\",\"fecha_comprobante\":\"20240105\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2506.46,\"itbis_facturado\":451.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"UPSILON\\nUPSILON SRL\\nRNC: 132583312\\nCLIENTE: ELIS ABEL BERNABE GUERRERO\\nRNC CLIENTE: 02700377050\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0164655844\\nFACTURA NO.: 5692154\\nAUTORIZACION: 912450479\\nTELEFONO: 809-567-6347\\nFECHA: 05/01/2024  HORA: 10:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,366.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,139.96\\n-------------------------------------------\\nSUB-TOTAL RD$        2,506.46\\nIMPUESTO ITBIS RD$         451.16\\nTOTAL RD$           2,957.62\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3323767\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 77089235\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nU\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132583312"],"invoice_ids":["inv_da6f9098a930b060a229"],"observation_id":"obs_41623326c70e04803603","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.47,"augmentation_metadata":{"downscale_factor":0.859,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.705,"brightness_factor":1.031,"blur_sigma":0.256,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.0,"jpeg_quality":79,"documents":[{"rotation_deg":-1.155,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"U"}]},"num_invoices":1,"seed":15045336193987179008,"difficulty":"medium","split":"train"}
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UND. 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{"image":"images/607_008753.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101136711\",\"ncf\":\"E322391636371\",\"fecha_comprobante\":\"20250918\",\"monto_facturado\":66123.00,\"itbis_facturado\":11902.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":38335.74,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":39689.40,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PLATCO\\nRNC EMISOR: 101845414\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GENEROSA MIGUELINA VALLEJO REYNOSO REYN\\nRNC CLIENTE: 00101136711\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322391636371\\nFACTURA NO.: 8548896\\nAUTORIZACION: 904883599\\nTELEFONO: 809-470-2545\\nFECHA: 18/09/2025  HORA: 16:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA          1,830.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        19,555.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,264.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,399.00\\n    5  UNIDAD    EQUIPO ELECTRICO            42,075.00\\n----------------------------------------------\\nSUB-TOTAL RD$       66,123.00\\nIMPUESTO ITBIS RD$      11,902.14\\nTOTAL RD$          78,025.14\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2979002\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 66787387\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101845414"],"invoice_ids":["inv_dedd0ec1583f51ae6491"],"observation_id":"obs_23b42294e3c30918451b","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":1.003,"brightness_factor":1.01,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.86,"jpeg_quality":96,"documents":[{"rotation_deg":0.03,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9206036605226779057,"difficulty":"clean","split":"test"}
{"image":"images/606_008754.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101803096\",\"ncf\":\"B1598046390\",\"fecha_comprobante\":\"20250521\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10007.50,\"itbis_facturado\":1801.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SUPER FARMACIA NICELIA\\nSUPER FARMACIA NICELIA\\nRNC 101803096\\nCLIENTE: HERITAGE CHOCOLATE SRL\\nRNC CLIENTE: 132261951\\nFACTURA DE CREDITO FISCAL\\nNCF B1598046390\\nFACTURA NO.: 3877793\\nAUTORIZACION: 394952970\\nTELEFONO: 809-329-3747\\nFECHA: 21/05/2025  HORA: 12:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,862.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,593.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,552.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,007.50\\nITBIS RD$       1,801.35\\nTOTAL RD$          11,808.85\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7759977\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 76379505\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101803096"],"invoice_ids":["inv_2f3cf7b9253e2545f867"],"observation_id":"obs_e2959f0d02500f4492dc","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.63,"augmentation_metadata":{"downscale_factor":0.921,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":1.087,"brightness_factor":0.925,"blur_sigma":0.177,"crop_applied":false,"camera_distance_factors":[0.962],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.67,"jpeg_quality":87,"documents":[{"rotation_deg":0.757,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6230694521822817616,"difficulty":"light","split":"train"}
{"image":"images/607_008755.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131182488\",\"ncf\":\"E320861200915\",\"fecha_comprobante\":\"20240521\",\"monto_facturado\":16242.50,\"itbis_facturado\":2923.65,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19166.15,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132008898\",\"ncf\":\"B0129922593\",\"fecha_comprobante\":\"20240323\",\"monto_facturado\":28102.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":28102.99,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101725524\",\"ncf\":\"B0235450375\",\"fecha_comprobante\":\"20251117\",\"monto_facturado\":150500.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":56447.59,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":94052.41,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"11300025126\",\"ncf\":\"B0291211576\",\"fecha_comprobante\":\"20240723\",\"monto_facturado\":2314.95,\"itbis_facturado\":416.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":2731.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COSMETICOS DIVANO\\nRNC EMISOR: 132056949\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL CLUSTER DE LA MODA DOMINICANA\\nCLUMOD\\nRNC CLIENTE: 131182488\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320861200915\\nFACTURA NO.: 2336717\\nAUTORIZACION: 215273522\\nTELEFONO: 809-930-8083\\nFECHA: 21/05/2024  HORA: 20:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,656.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,697.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,897.50\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,038.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     954.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,242.50\\nIMPUESTO ITBIS RD$       2,923.65\\nTOTAL RD$          19,166.15\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2804603\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 67512569\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nINSTITUTO POLITECNICO SAN MIGUEL FE Y ALEG\\nRNC EMISOR: 430173851\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALDENYS & AMBIORIX RENT A CAR SRL\\nRNC CLIENTE: 132008898\\nFACTURA DE CREDITO FISCAL\\nNCF: B0129922593\\nFACTURA NO.: 7323414\\nAUTORIZACION: 563611614\\nTELEFONO: 809-711-9916\\nFECHA: 23/03/2024  HORA: 20:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CERTIFICACION                4,370.99\\n    1  CURSO     CURSO DE CAPACITACION       23,732.00\\n----------------------------------------------\\nSUB-TOTAL RD$       28,102.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          28,102.99\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9210811\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 67460576\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nVICTOR MANUEL ANTONIO CABRERA OVALLES\\nRNC EMISOR: 05400133681\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CATASA S A\\nRNC CLIENTE: 101725524\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0235450375\\nFACTURA NO.: 4776606\\nAUTORIZACION: 104554602\\nTELEFONO: 809-401-2700\\nFECHA: 17/11/2025  HORA: 13:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    47,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      25,000.00\\n    1  MES       SUPERVISION DE OBRA         61,000.00\\n    1  SERVICIO  ASESORIA TECNICA             5,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      150,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         150,500.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9879050\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 61758430\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDANILO CABRAL DE JESUS CABRAL DE JESUS\\nRNC EMISOR: 04801052012\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTA REYE RAMIREZ MEDINA\\nRNC CLIENTE: 11300025126\\nFACTURA DE CREDITO FISCAL\\nNCF: B0291211576\\nFACTURA NO.: 3142561\\nAUTORIZACION: 91441788\\nTELEFONO: 809-322-2314\\nFECHA: 23/07/2024  HORA: 17:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REFRESCO\\n                                     146.99\\n    5  UNIDAD    PLATO DEL DIA\\n                                   1,580.00\\n    4  UNIDAD    JUGO NATURAL\\n                                     587.96\\n-------------------------------------------\\nSUB-TOTAL RD$        2,314.95\\nIMPUESTO ITBIS RD$         416.69\\nTOTAL RD$           2,731.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5791125\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008763.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101538325\",\"ncf\":\"B0114929470\",\"fecha_comprobante\":\"20240214\",\"monto_facturado\":13493.00,\"itbis_facturado\":2428.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15921.74,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YESSEL REYES MARTINEZ\\nRNC EMISOR: 04801033442\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES R E N S A\\nRNC CLIENTE: 101538325\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0114929470\\nFACTURA NO.: 5589152\\nAUTORIZACION: 281361066\\nTELEFONO: 809-633-3732\\nFECHA: 14/02/2024  HORA: 10:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    FILTRO DE ACEITE               682.00\\n    2  UNIDAD    JUEGO DE PASTILLAS DE FRENO    5,012.00\\n    1  SERVICIO  ALINEACION Y BALANCEO        1,986.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     5,813.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,493.00\\nIMPUESTO ITBIS RD$       2,428.74\\nTOTAL RD$          15,921.74\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6733976\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 82287198\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nENTREGADO\"}","template_ids":[3],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["04801033442"],"invoice_ids":["inv_79ebf71c059a9ab2c821"],"observation_id":"obs_bf438ae911be44379bb1","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":7.26,"augmentation_metadata":{"downscale_factor":0.457,"red_scale":0.935,"blue_scale":1.065,"contrast_factor":0.968,"brightness_factor":0.978,"blur_sigma":0.65,"crop_applied":false,"camera_distance_factors":[0.938],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.15,"jpeg_quality":76,"documents":[{"rotation_deg":-0.694,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1580572947051919562,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_008771.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113242366\",\"ncf\":\"B1430748850\",\"fecha_comprobante\":\"20250420\",\"monto_facturado\":50619.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":50619.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANGEL REYNALDO CONCHA CAMILO\\nRNC EMISOR: 00100240217\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIA ELENA AYBAR BETANCES\\nRNC CLIENTE: 00113242366\\nFACTURA DE CREDITO FISCAL\\nNCF: B1430748850\\nFACTURA NO.: 9849822\\nAUTORIZACION: 640347192\\nTELEFONO: 809-716-1187\\nFECHA: 20/04/2025  HORA: 15:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  18,749.00\\n    1  VIAJE     SERVICIO DE MENSAJERIA\\n                                   1,607.50\\n    5  VIAJE     TRANSPORTE DE CARGA\\n                                  30,262.50\\n-------------------------------------------\\nSUBTOTAL RD$       50,619.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          50,619.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4978216\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 99942851\\nARC\"}","template_ids":[1],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["00100240217"],"invoice_ids":["inv_87ce6b015395ff043080"],"observation_id":"obs_7444c58d8241ff6c50c6","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":9.51,"augmentation_metadata":{"downscale_factor":0.654,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.775,"brightness_factor":1.093,"blur_sigma":0.612,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":69.22,"jpeg_quality":87,"documents":[{"rotation_deg":0.741,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ARC"}]},"num_invoices":1,"seed":3037727343585548216,"difficulty":"hard","split":"train"}
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{"image":"images/607_008775.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130077797\",\"ncf\":\"E323825478706\",\"fecha_comprobante\":\"20251122\",\"monto_facturado\":75000.00,\"itbis_facturado\":13500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":88500.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130932662\",\"ncf\":\"B0103370539\",\"fecha_comprobante\":\"20251029\",\"monto_facturado\":14170.00,\"itbis_facturado\":2550.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":16720.60,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FACTORY CONSULTING\\nRNC EMISOR: 130680647\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RODOSHA S A\\nRNC CLIENTE: 130077797\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323825478706\\nFACTURA NO.: 8598211\\nAUTORIZACION: 335116851\\nTELEFONO: 809-659-7370\\nFECHA: 22/11/2025  HORA: 17:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   75,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       75,000.00\\nIMPUESTO ITBIS RD$      13,500.00\\nTOTAL RD$          88,500.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8035459\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 49028867\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMARYEM DESARROLLADORA DE PROYECTOS\\nRNC EMISOR: 131716042\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TAVERAS OLIVARES MULT SERVICES SRL\\nRNC CLIENTE: 130932662\\nFACTURA DE CREDITO FISCAL\\nNCF: B0103370539\\nFACTURA NO.: 2657931\\nAUTORIZACION: 538077428\\nTELEFONO: 809-786-9970\\nFECHA: 29/10/2025  HORA: 08:01\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  METRO3    ARENA GRIS LAVADA GRUESA\\n                                                  5,600.00\\n    1  DIA       ALQUILER TALADRO PERCUTOR\\n                                                    835.00\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                                  7,500.00\\n    2  UNIDAD    DISCO DE CORTE 4.5 PULGADAS\\n                                                    235.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       14,170.00\\nITBIS RD$       2,550.60\\nTOTAL RD$          16,720.60\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4592782\\nGRACIAS POR SU COMPRA\\nCargo almacen\"}","template_ids":[4,9],"business_categories":["profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130680647","131716042"],"invoice_ids":["inv_119d4c85c3d74b8452d1","inv_afb9651c17b14429b037"],"observation_id":"obs_ac6bb541f52ee908fef8","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.789,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.803,"brightness_factor":1.005,"blur_sigma":0.54,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.41,"jpeg_quality":86,"documents":[{"rotation_deg":-0.366,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.735,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17664558777220957358,"difficulty":"medium","split":"validation"}
{"image":"images/606_008776.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130863814\",\"ncf\":\"E452964347557\",\"fecha_comprobante\":\"20240626\",\"monto_facturado_servicios\":1180.00,\"monto_facturado_bienes\":8515.00,\"itbis_facturado\":1745.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"CHOCOLATES KHAO CARIBE\\nCHOCOLATES KHAO CARIBE SRL\\nRNC 130863814\\nCLIENTE: JOSE ALEJANDRO CHEVALIER RAMIREZ\\nRNC CLIENTE: 02300266638\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452964347557\\nFACTURA NO.: 0304024\\nAUTORIZACION: 953033301\\nTELEFONO: 809-717-9915\\nFECHA: 26/06/2024  HORA: 11:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO         8,515.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,180.00\\n----------------------------------------------\\nSUB-TOTAL RD$        9,695.00\\nITBIS 18% RD$       1,745.10\\nTOTAL RD$          11,440.10\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4253293\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 86183972\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130863814"],"invoice_ids":["inv_e3bdb1965cc13d35260b"],"observation_id":"obs_f5aeee4679a00ffa7a94","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.961,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.945,"brightness_factor":1.012,"blur_sigma":0.066,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.62,"jpeg_quality":91,"documents":[{"rotation_deg":-0.148,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14494364537901281903,"difficulty":"light","split":"train"}
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{"image":"images/607_008787.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22900247291\",\"ncf\":\"E319991741266\",\"fecha_comprobante\":\"20240901\",\"monto_facturado\":1218.00,\"itbis_facturado\":65.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":709.68,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":574.20,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101593318\",\"ncf\":\"E452176082307\",\"fecha_comprobante\":\"20250902\",\"monto_facturado\":155500.00,\"itbis_facturado\":27990.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":183490.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131764721\",\"ncf\":\"B1543662818\",\"fecha_comprobante\":\"20240111\",\"monto_facturado\":30122.46,\"itbis_facturado\":5422.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15384.83,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20159.67,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAMONCITO BAEZ TEJADA\\nRNC EMISOR: 00115481970\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE DOMINGO FELIZ CARELA\\nRNC CLIENTE: 22900247291\\nFACTURA DE CREDITO FISCAL\\nNCF E319991741266\\nFACTURA NO.: 6847406\\nAUTORIZACION: 894341864\\nTELEFONO: 809-985-1897\\nFECHA: 01/09/2024  HORA: 16:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL HIGIENICO 4 ROLLOS       366.00\\n    3  LIBRA     QUESO BLANCO DE FREIR LIBRA      852.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,218.00\\nITBIS RD$          65.88\\nTOTAL RD$           1,283.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9060034\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 11100750\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRevisado\\n\\n--- FACTURA ---\\n\\nSAN CARLOS FITNESS CENTER\\nRNC EMISOR: 133091763\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INTERMEDIARIOS DE INVERSIONES SRL\\nRNC CLIENTE: 101593318\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452176082307\\nFACTURA NO.: 3321152\\nAUTORIZACION: 634860958\\nTELEFONO: 809-611-5763\\nFECHA: 02/09/2025  HORA: 15:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      20,500.00\\n    2  DOCUMENT  REDACCION DE CONTRATO       60,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   75,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      155,500.00\\nIMPUESTO ITBIS RD$      27,990.00\\nTOTAL RD$         183,490.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5114428\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 81483419\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nMARIO NEICO SANTANA LIZARDO\\nRNC EMISOR: 00114953912\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ACCESORIOS MILITARES Y BORDADOS CASTILL\\nRNC CLIENTE: 131764721\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1543662818\\nFACTURA NO.: 7344605\\nAUTORIZACION: 150366824\\nTELEFONO: 809-540-9980\\nFECHA: 11/01/2024  HORA: 09:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,688.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO         6,519.96\\n    3  UNIDAD    EQUIPO ELECTRICO            21,435.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            479.50\\n----------------------------------------------\\nSUB-TOTAL RD$       30,122.46\\nITBIS 18% RD$       5,422.04\\nTOTAL RD$          35,544.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9066697\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 31824961\\n\\n--- FACTURA ---\\n\\nRUDYS BERTO CRISPIN REYES\\nRNC EMISOR: 09000033457\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALL SECURITY CARIBBEAN ASC SRL\\nRNC CLIENTE: 132730127\\nFACTURA DE CREDITO FISCAL\\nNCF E325471313721\\nFACTURA NO.: 0536972\\nAUTORIZACION: 365191140\\nTELEFONO: 809-728-8825\\nFECHA: 19/10/2024  HORA: 11:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    BANNER PUBLICITARIO\\n                                  31,545.00\\n-------------------------------------------\\nSUB-TOTAL RD$       31,545.00\\nITBIS RD$       5,678.10\\nTOTAL RD$          37,223.10\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3090956\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,0,1],"business_categories":["comercio_general","inmobiliario","publicidad_impresion"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03102595786","101776382","09000033457"],"invoice_ids":["inv_55053526893f72fa5339","inv_b17e09561772dea465da","inv_73044d110d1d5835d158"],"observation_id":"obs_ee2bfc16c0641877a930","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.14,"augmentation_metadata":{"downscale_factor":0.963,"red_scale":1.026,"blue_scale":0.974,"contrast_factor":1.013,"brightness_factor":0.975,"blur_sigma":0.09,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.74,"jpeg_quality":90,"documents":[{"rotation_deg":-0.197,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.023,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.048,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"PFL"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":9967423396147209310,"difficulty":"hard","split":"train"}
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{"image":"images/606_008798.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00101303303\",\"ncf\":\"B0107687572\",\"fecha_comprobante\":\"20250218\",\"monto_facturado_servicios\":1526.00,\"monto_facturado_bienes\":9358.98,\"itbis_facturado\":1959.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00104204771\",\"ncf\":\"B1500901402\",\"fecha_comprobante\":\"20240317\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17708.50,\"itbis_facturado\":3187.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"411013578\",\"ncf\":\"E310545064481\",\"fecha_comprobante\":\"20241023\",\"monto_facturado_servicios\":135000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24300.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":34.97,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"YOLANDA DE LOS ANGELES RODRIGUEZ\\nYOLANDA DE LOS ANGELES RODRIGUEZ\\nRNC 00101303303\\nCLIENTE: NELSON RAFAEL CESPEDES GUTIERREZ\\nRNC CLIENTE: 00109975540\\nFACTURA DE CREDITO FISCAL\\nNCF B0107687572\\nFACTURA NO.: 7418974\\nAUTORIZACION: 367985271\\nTELEFONO: 809-670-2435\\nFECHA: 18/02/2025  HORA: 15:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,526.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,920.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,365.98\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     891.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   4,182.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,884.98\\nITBIS 18% RD$       1,959.30\\nTOTAL RD$          12,844.28\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8934379\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nINGRID XIOMARA JAVIER FRANCO\\nINGRID XIOMARA JAVIER FRANCO\\nRNC 00104204771\\nCLIENTE: MARTINEZ URBIERA & ASOC S A\\nRNC CLIENTE: 101836598\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1500901402\\nFACTURA NO.: 0472606\\nAUTORIZACION: 415759258\\nTELEFONO: 809-678-8230\\nFECHA: 17/03/2024  HORA: 11:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO            11,026.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,590.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         5,092.50\\n----------------------------------------------\\nSUB-TOTAL RD$       17,708.50\\nIMPUESTO ITBIS RD$       3,187.53\\nTOTAL RD$          20,896.03\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1339709\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nASOCIACION DE INDUSTRIAS DE LA ZONA FRANCA\\nASOCIACION DE INDUSTRIAS DE LA ZONA FRANCA INDUS\\nRNC 411013578\\nCLIENTE: DEYSI HERNANDEZ\\nRNC CLIENTE: 00111417465\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310545064481\\nFACTURA NO.: 9832843\\nAUTORIZACION: 518700010\\nTELEFONO: 809-491-8370\\nFECHA: 23/10/2024  HORA: 16:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,500.00\\n    1  CASO      REPRESENTACION LEGAL        67,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    55,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      135,000.00\\nITBIS 18% RD$      24,300.00\\nOTROS IMPUESTOS RD$      34.97\\nTOTAL RD$         159,334.97\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: MARIA\\nORDEN: 2334907\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 37473219\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nDFK SDIRA LLC\\nDFK SDIRA LLC\\nRNC: 132443527\\nCLIENTE: GLORIA MARIA GORIS TEJADA\\nRNC CLIENTE: 05600061153\\nFACTURA DE CREDITO FISCAL\\nNCF B1561596842\\nFACTURA NO.: 9622530\\nAUTORIZACION: 223179973\\nTELEFONO: 809-995-3174\\nFECHA: 26/09/2025  HORA: 15:30\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  SERVICIO  TASACION DE PROPIEDAD\\n                                                 75,092.85\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                184,761.50\\n    4  MES       ALQUILER DE LOCAL\\n                                                248,018.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                                 10,019.50\\n----------------------------------------------------------\\nSUB-TOTAL RD$      517,891.85\\nITBIS 18% RD$           0.00\\nTOTAL RD$         517,891.85\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 2772074\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 68117272\\nTSA\\nRevisado\\n\\n--- FACTURA ---\\n\\nFRANCISCO ALBERTO PEÑA REYES\\nFRANCISCO ALBERTO PEÑA REYES\\nRNC 02300387665\\nCLIENTE: MONICA ANAHI MARTINEZ CASTELO\\nRNC CLIENTE: 00116569500\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328236888878\\nFACTURA NO.: 1092881\\nAUTORIZACION: 402935729\\nTELEFONO: 809-675-7150\\nFECHA: 22/12/2025  HORA: 17:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 109,707.00\\n    1  MES       ALQUILER DE LOCAL\\n                                 162,718.00\\n-------------------------------------------\\nSUBTOTAL RD$      272,425.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         272,425.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4544699\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008813.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131511791\",\"ncf\":\"E459858824517\",\"fecha_comprobante\":\"20250414\",\"monto_facturado\":95500.00,\"itbis_facturado\":17190.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":112690.00}],\"ocr\":\"SOLUCIONES INGENIERILES Y CONSTRUCCIÓN SOL\\nRNC EMISOR: 131887643\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIGNA MORILLO EVENTOS Y MAS SRL\\nRNC CLIENTE: 131511791\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459858824517\\nFACTURA NO.: 7675815\\nAUTORIZACION: 980002635\\nTELEFONO: 809-865-5207\\nFECHA: 14/04/2025  HORA: 19:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       20,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       25,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   13,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    37,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       95,500.00\\nIMPUESTO ITBIS RD$      17,190.00\\nTOTAL RD$         112,690.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 392902\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131887643"],"invoice_ids":["inv_db08e2c3e3c989fca655"],"observation_id":"obs_d160af065f9bba17a493","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":7.31,"augmentation_metadata":{"downscale_factor":0.941,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.848,"brightness_factor":0.842,"blur_sigma":0.07,"crop_applied":false,"camera_distance_factors":[0.959],"legibility_scale_corrections":[0.0],"final_contrast_stddev":63.73,"jpeg_quality":92,"documents":[{"rotation_deg":-1.351,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3260668533763478470,"difficulty":"light","split":"train"}
{"image":"images/606_008814.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"12200033236\",\"ncf\":\"B1432515256\",\"fecha_comprobante\":\"20250523\",\"monto_facturado_servicios\":184000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":73.55,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131066127\",\"ncf\":\"B0162124136\",\"fecha_comprobante\":\"20250406\",\"monto_facturado_servicios\":1324.50,\"monto_facturado_bienes\":25617.95,\"itbis_facturado\":4849.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"EUCLIDES ANTONIO SANCHEZ CACERES\\nEUCLIDES ANTONIO SANCHEZ CACERES\\nRNC EMISOR: 12200033236\\nCLIENTE: NOVOBORDADOS S A\\nRNC CLIENTE: 130354227\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1432515256\\nFACTURA NO.: 9104570\\nAUTORIZACION: 313765653\\nTELEFONO: 809-584-3625\\nFECHA: 23/05/2025  HORA: 20:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  22,000.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  18,500.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  15,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 101,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  27,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      184,000.00\\nITBIS 18% RD$      33,120.00\\nOTROS IMPUESTOS RD$      73.55\\nTOTAL RD$         217,193.55\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5020598\\nGRACIAS POR SU COMPRA\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nJOVANNY MEJIA REPUESTOS Y SERVICIOS\\nJOVANNY MEJIA REPUESTOS Y SERVICIOS SRL\\nRNC 131066127\\nCLIENTE: ANSFEL AUTO IMPORT SRL\\nRNC CLIENTE: 132950615\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0162124136\\nFACTURA NO.: 3015091\\nAUTORIZACION: 793079071\\nTELEFONO: 809-757-4597\\nFECHA: 06/04/2025  HORA: 17:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,015.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,324.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  18,208.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,394.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$       26,942.45\\nITBIS RD$       4,849.64\\nTOTAL RD$          31,792.09\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9710622\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 37253583\"}","template_ids":[5,1],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["12200033236","131066127"],"invoice_ids":["inv_bbb9fdc3e286cd430f6c","inv_1afb4e5af64c3c5c8720"],"observation_id":"obs_a8ca218848e7aa191beb","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.14,"augmentation_metadata":{"downscale_factor":0.92,"red_scale":1.017,"blue_scale":0.983,"contrast_factor":0.848,"brightness_factor":1.048,"blur_sigma":0.518,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.1,"jpeg_quality":79,"documents":[{"rotation_deg":0.96,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.466,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":5118407008872802084,"difficulty":"medium","split":"validation"}
{"image":"images/607_008815.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101892072\",\"ncf\":\"E454859372316\",\"fecha_comprobante\":\"20240814\",\"monto_facturado\":1179.91,\"itbis_facturado\":93.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":718.54,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":554.96,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MINI MARKET COMERCIAL SHANDY C POR A\\nRNC EMISOR: 130166064\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SORDISA C POR A\\nRNC CLIENTE: 101892072\\nFACTURA DE CREDITO FISCAL\\nNCF: E454859372316\\nFACTURA NO.: 9685205\\nAUTORIZACION: 865598918\\nTELEFONO: 809-931-5790\\nFECHA: 14/08/2024  HORA: 08:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  PAQUETE   AVENA EN HOJUELAS 500 G\\n                                     659.95\\n    4  UNIDAD    REFRESCO 2.5 LITROS\\n                                     519.96\\n-------------------------------------------\\nSUBTOTAL RD$        1,179.91\\nITBIS RD$          93.59\\nTOTAL RD$           1,273.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9460301\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 80607723\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["130166064"],"invoice_ids":["inv_1127293ec7d876c88110"],"observation_id":"obs_2fb928b15ae1aab92757","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":0.597,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.904,"brightness_factor":1.038,"blur_sigma":0.507,"crop_applied":false,"camera_distance_factors":[0.922],"legibility_scale_corrections":[0.0],"final_contrast_stddev":77.35,"jpeg_quality":88,"documents":[{"rotation_deg":-2.747,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12938776086517532587,"difficulty":"medium","split":"validation"}
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UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 19423429\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGRUPO VARELA DESARROLLOS INMOBILIARIOS GVD\\nRNC EMISOR: 132470761\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: 70 X 7 SRL\\nRNC CLIENTE: 131162959\\nFACTURA DE CREDITO FISCAL\\nNCF B0280224570\\nFACTURA NO.: 9209265\\nAUTORIZACION: 544222927\\nTELEFONO: 809-804-3219\\nFECHA: 18/06/2024  HORA: 14:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS      558.00\\n    1  DIA       ALQUILER TALADRO PERCUTOR    1,652.00\\n    1  SERVICIO  INSTALACION ELECTRICA        5,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,710.00\\nITBIS 18% RD$       1,387.80\\nTOTAL RD$           9,097.80\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 8919949\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 25294236\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nSUPER GAME WARRIOR\\nRNC EMISOR: 131726348\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLACK FISH CORP SRL\\nRNC CLIENTE: 133596458\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1595991931\\nFACTURA NO.: 4292272\\nAUTORIZACION: 464495155\\nTELEFONO: 809-527-8781\\nFECHA: 13/10/2024  HORA: 20:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  58,500.00\\n-------------------------------------------\\nSUBTOTAL RD$       58,500.00\\nITBIS RD$      10,530.00\\nTOTAL RD$          69,030.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6813880\\nGRACIAS POR SU COMPRA\\nSGW\"}","template_ids":[4,12,1],"business_categories":["profesional","construccion_ferreteria","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132604182","132470761","131726348"],"invoice_ids":["inv_b114d72258fd4114c6a2","inv_dcf2d3f50d434de2eaa3","inv_dfa648cea9516aaf5dbc"],"observation_id":"obs_fe3b01b7f5296f718594","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":3.57,"augmentation_metadata":{"downscale_factor":0.466,"red_scale":1.059,"blue_scale":0.941,"contrast_factor":0.968,"brightness_factor":1.079,"blur_sigma":1.11,"crop_applied":false,"camera_distance_factors":[0.934,0.938,0.918],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":84.13,"jpeg_quality":69,"documents":[{"rotation_deg":5.437,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.714,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-4.045,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"SGW"}]},"num_invoices":3,"seed":4349102012832728036,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_008831.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133677172\",\"ncf\":\"E440558603228\",\"fecha_comprobante\":\"20250119\",\"monto_facturado\":3402.00,\"itbis_facturado\":612.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4014.36,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE EDUARDO VASQUEZ SIRI\\nRNC EMISOR: 05601564981\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA MARTIN FERREIRA CONSTRUMAR\\nRNC CLIENTE: 133677172\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E440558603228\\nFACTURA NO.: 5184829\\nAUTORIZACION: 705635551\\nTELEFONO: 809-588-9108\\nFECHA: 19/01/2025  HORA: 09:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  SERVICIO  SERVICIO DE ENTREGA          2,160.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,242.00\\n----------------------------------------------\\nSUB-TOTAL RD$        3,402.00\\nIMPUESTO ITBIS RD$         612.36\\nTOTAL RD$           4,014.36\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3259466\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 69807082\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05601564981"],"invoice_ids":["inv_136823be282d0064d2db"],"observation_id":"obs_96bb50cda535016e2b09","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.39,"augmentation_metadata":{"downscale_factor":0.689,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":1.056,"brightness_factor":0.864,"blur_sigma":0.435,"crop_applied":false,"camera_distance_factors":[0.987],"legibility_scale_corrections":[0.0],"final_contrast_stddev":78.05,"jpeg_quality":83,"documents":[{"rotation_deg":2.211,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6845258423694722523,"difficulty":"medium","split":"train"}
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{"image":"images/606_008836.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130039682\",\"ncf\":\"B0289694511\",\"fecha_comprobante\":\"20251004\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":11333.00,\"itbis_facturado\":2039.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MULTISERVICIOS ZULIA S A\\nMULTISERVICIOS ZULIA S A\\nRNC: 130039682\\nCLIENTE: CONSEJO ESTATAL DEL AZUCAR\\nRNC CLIENTE: 405000041\\nFACTURA DE CREDITO FISCAL\\nNCF: B0289694511\\nFACTURA NO.: 5394293\\nAUTORIZACION: 451901164\\nTELEFONO: 809-678-9090\\nFECHA: 04/10/2025  HORA: 19:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,505.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   7,828.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,333.00\\nIMPUESTO ITBIS RD$       2,039.94\\nTOTAL RD$          13,372.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7595208\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 48603845\\nMZS\\nRevisado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130039682"],"invoice_ids":["inv_14024bd33a24d21ed91c"],"observation_id":"obs_075f41569d0f9a167eb6","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":10.01,"augmentation_metadata":{"downscale_factor":0.872,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":0.862,"brightness_factor":1.02,"blur_sigma":0.529,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.82,"jpeg_quality":84,"documents":[{"rotation_deg":0.636,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MZS"}]},"num_invoices":1,"seed":944677653333785158,"difficulty":"hard","split":"validation"}
{"image":"images/607_008837.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101501669\",\"ncf\":\"B0232332286\",\"fecha_comprobante\":\"20240928\",\"monto_facturado\":2708.75,\"itbis_facturado\":487.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":3196.33,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00102266707\",\"ncf\":\"E456529681644\",\"fecha_comprobante\":\"20250519\",\"monto_facturado\":1469.85,\"itbis_facturado\":264.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1734.42,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUIS ALBERTO ARIAS SANTANA\\nRNC EMISOR: 01300421565\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OPERACIONES MEDINA S A\\nRNC CLIENTE: 101501669\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0232332286\\nFACTURA NO.: 2458366\\nAUTORIZACION: 773533727\\nTELEFONO: 809-513-8022\\nFECHA: 28/09/2024  HORA: 16:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    DETERGENTE EN POLVO\\n                                   1,675.00\\n    1  UNIDAD    PAPEL HIGIENICO 4 ROLLOS\\n                                     244.00\\n    5  GALON     CLORO LIQUIDO 1 GALON\\n                                     789.75\\n-------------------------------------------\\nSUBTOTAL RD$        2,708.75\\nITBIS 18% RD$         487.58\\nTOTAL RD$           3,196.33\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1144920\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nGRUPO BUTTON\\nRNC EMISOR: 131410685\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IGNACIO HEREDIA MATEO\\nRNC CLIENTE: 00102266707\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E456529681644\\nFACTURA NO.: 1398141\\nAUTORIZACION: 68302275\\nTELEFONO: 809-304-4519\\nFECHA: 19/05/2025  HORA: 14:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA            582.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            887.85\\n----------------------------------------------\\nSUB-TOTAL RD$        1,469.85\\nITBIS RD$         264.57\\nTOTAL RD$           1,734.42\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1408705\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 82841187\"}","template_ids":[5,2],"business_categories":["colmado_alimentos","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["01300421565","131410685"],"invoice_ids":["inv_e143af6d08415513f3e8","inv_b65064d20f92664d3063"],"observation_id":"obs_8943f417b16328b9cb30","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.91,"augmentation_metadata":{"downscale_factor":0.834,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.987,"brightness_factor":0.953,"blur_sigma":0.897,"crop_applied":true,"camera_distance_factors":[0.957,0.986],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":87.01,"jpeg_quality":79,"documents":[{"rotation_deg":3.997,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.271,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":12749366173335982396,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 53949058\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nD BETI SOLUCION TODO EN SISTEMA\\nRNC EMISOR: 132118243\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JARDIEL ALFREDO SANTIAGO ANGOMAS GARCIA\\nRNC CLIENTE: 00111227856\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0187012991\\nFACTURA NO.: 6901923\\nAUTORIZACION: 885802571\\nTELEFONO: 809-559-8127\\nFECHA: 04/09/2024  HORA: 08:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,685.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,059.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        2,744.00\\nIMPUESTO ITBIS RD$         493.92\\nTOTAL RD$           3,237.92\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 3707399\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSOLMATIER\\nRNC EMISOR: 130047652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE RODRIGUEZ PAREDES\\nRNC CLIENTE: 00106635410\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455451754900\\nFACTURA NO.: 8999329\\nAUTORIZACION: 278561057\\nTELEFONO: 809-618-3505\\nFECHA: 11/10/2025  HORA: 10:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   22,616.99\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   19,959.00\\n    5  MES       ALQUILER DE LOCAL          154,250.00\\n----------------------------------------------\\nSUBTOTAL RD$      196,825.99\\nITBIS RD$      35,428.68\\nTOTAL RD$         232,254.67\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 8819033\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[6,13,4],"business_categories":["comercio_general","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00113095087","132118243","130047652"],"invoice_ids":["inv_da9711c13900a4bfec47","inv_877857b68f28f9287193","inv_b92fff25231b05596e7b"],"observation_id":"obs_4814fa0798b00d070c72","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":0.709,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.792,"brightness_factor":1.027,"blur_sigma":0.468,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.34,"jpeg_quality":80,"documents":[{"rotation_deg":0.426,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.567,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.824,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":2075107604189208747,"difficulty":"hard","split":"train"}
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{"image":"images/606_008846.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40237256504\",\"ncf\":\"B0237141478\",\"fecha_comprobante\":\"20250814\",\"monto_facturado_servicios\":202426.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":36436.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00113016000\",\"ncf\":\"E322279088564\",\"fecha_comprobante\":\"20241106\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15066.97,\"itbis_facturado\":2712.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ALONDRA ESTHER CACERES CACERES\\nALONDRA ESTHER CACERES CACERES\\nRNC 40237256504\\nCLIENTE: MERLIN BEACH RESORT S A\\nRNC CLIENTE: 105033518\\nFACTURA DE CREDITO FISCAL\\nNCF B0237141478\\nFACTURA NO.: 5655584\\nAUTORIZACION: 658001060\\nTELEFONO: 809-244-2127\\nFECHA: 14/08/2025  HORA: 09:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       20,908.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   17,839.95\\n    1  SERVICIO  COMISION INMOBILIARIA      163,679.00\\n----------------------------------------------\\nSUBTOTAL RD$      202,426.95\\nIMPUESTO ITBIS RD$      36,436.85\\nTOTAL RD$         238,863.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2631815\\nGRACIAS POR SU COMPRA\\nAEC\\n\\n--- FACTURA ---\\n\\nALBERTO ABREU PACHECO\\nALBERTO ABREU PACHECO\\nRNC 00113016000\\nCLIENTE: JOSE ALEJANDRO MATA ROSARIO\\nRNC CLIENTE: 00200076545\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322279088564\\nFACTURA NO.: 0367397\\nAUTORIZACION: 710004900\\nTELEFONO: 809-441-2555\\nFECHA: 06/11/2024  HORA: 12:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,090.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,650.97\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,326.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,066.97\\nIMPUESTO ITBIS RD$       2,712.05\\nTOTAL RD$          17,779.02\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8051716\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 93329337\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[3,5],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40237256504","00113016000"],"invoice_ids":["inv_6e5cfd1c07a86a9a6948","inv_e877a22618d7376bba22"],"observation_id":"obs_235b7d1d9410eb479ce4","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":4.79,"augmentation_metadata":{"downscale_factor":0.835,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.094,"brightness_factor":1.002,"blur_sigma":0.319,"crop_applied":false,"camera_distance_factors":[0.939,0.957],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":97.74,"jpeg_quality":93,"documents":[{"rotation_deg":-0.123,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.209,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"AEC"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":17810222449567655498,"difficulty":"medium","split":"train"}
{"image":"images/607_008847.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131990371\",\"ncf\":\"B1525294378\",\"fecha_comprobante\":\"20250802\",\"monto_facturado\":220820.00,\"itbis_facturado\":39747.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":260567.60,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ARCA\\nRNC EMISOR: 101635193\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO SANTA MARIA SRL\\nRNC CLIENTE: 131990371\\nFACTURA DE CREDITO FISCAL\\nNCF: B1525294378\\nFACTURA NO.: 0792916\\nAUTORIZACION: 339035747\\nTELEFONO: 809-631-7661\\nFECHA: 02/08/2025  HORA: 13:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                   3,000.00\\n   12  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  16,320.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  54,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                 105,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  42,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      220,820.00\\nITBIS RD$      39,747.60\\nTOTAL RD$         260,567.60\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8294817\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 40707626\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["101635193"],"invoice_ids":["inv_65377731b275c741c6fb"],"observation_id":"obs_837fbfd5e876db90ed8c","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":8.0,"augmentation_metadata":{"downscale_factor":0.61,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.9,"brightness_factor":0.935,"blur_sigma":0.934,"crop_applied":false,"camera_distance_factors":[0.962],"legibility_scale_corrections":[0.0],"final_contrast_stddev":74.72,"jpeg_quality":78,"documents":[{"rotation_deg":-0.595,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16233585614754925560,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_008851.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430434396\",\"ncf\":\"E443703968984\",\"fecha_comprobante\":\"20240716\",\"monto_facturado\":7997.99,\"itbis_facturado\":1439.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":9437.63,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ALBERTO CARABALLO\\nRNC EMISOR: 00101806594\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOSPITAL GENERAL CLINICO QUIRURGICO DR \\nRNC CLIENTE: 430434396\\nFACTURA DE CREDITO FISCAL\\nNCF E443703968984\\nFACTURA NO.: 9068706\\nAUTORIZACION: 887870057\\nTELEFONO: 809-691-8171\\nFECHA: 16/07/2024  HORA: 16:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO         6,088.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         1,105.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            804.99\\n----------------------------------------------\\nSUBTOTAL RD$        7,997.99\\nIMPUESTO ITBIS RD$       1,439.64\\nTOTAL RD$           9,437.63\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 5126977\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00101806594"],"invoice_ids":["inv_f85e93a5975f0eb6041e"],"observation_id":"obs_79dc29721c8bf3de2a8c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":6.45,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.02,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.96,"jpeg_quality":98,"documents":[{"rotation_deg":0.072,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2393202323146263487,"difficulty":"clean","split":"train"}
{"image":"images/606_008852.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132551281\",\"ncf\":\"B1516626003\",\"fecha_comprobante\":\"20250110\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2060.00,\"itbis_facturado\":370.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FARMACIA RAMIREZ & CEBALLOS\\nFARMACIA RAMIREZ & CEBALLOS SRL\\nRNC 132551281\\nCLIENTE: EL SAZON DE RS DE LOS SANTOS SRL\\nRNC CLIENTE: 133059061\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1516626003\\nFACTURA NO.: 0336209\\nAUTORIZACION: 706960136\\nTELEFONO: 809-942-4033\\nFECHA: 10/01/2025  HORA: 10:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,060.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,060.00\\nITBIS 18% RD$         370.80\\nTOTAL RD$           2,430.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4211272\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 98049753\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132551281"],"invoice_ids":["inv_9c0eb959ac4beae0c590"],"observation_id":"obs_f7a4b0e7e163ab90014a","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":10.52,"augmentation_metadata":{"downscale_factor":0.851,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.951,"brightness_factor":0.905,"blur_sigma":0.431,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.18,"jpeg_quality":86,"documents":[{"rotation_deg":-2.803,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6294452300009528676,"difficulty":"hard","split":"train"}
{"image":"images/607_008853.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130188092\",\"ncf\":\"E317524563899\",\"fecha_comprobante\":\"20250627\",\"monto_facturado\":33190.95,\"itbis_facturado\":5974.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":39165.32,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INMOBILIARIA R P R S A\\nRNC EMISOR: 101145056\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MID EAST TRADING COMPANY SRL\\nRNC CLIENTE: 130188092\\nFACTURA DE CREDITO FISCAL\\nNCF: E317524563899\\nFACTURA NO.: 6194505\\nAUTORIZACION: 783709154\\nTELEFONO: 809-372-7577\\nFECHA: 27/06/2025  HORA: 16:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,240.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,574.95\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,900.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  23,476.00\\n-------------------------------------------\\nSUBTOTAL RD$       33,190.95\\nITBIS RD$       5,974.37\\nTOTAL RD$          39,165.32\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7744684\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101145056"],"invoice_ids":["inv_c916c1a8cd9687b11aff"],"observation_id":"obs_e5b30f7001a388f9defc","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.59,"augmentation_metadata":{"downscale_factor":0.646,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.029,"brightness_factor":0.96,"blur_sigma":0.528,"crop_applied":false,"camera_distance_factors":[0.959],"legibility_scale_corrections":[0.0],"final_contrast_stddev":93.08,"jpeg_quality":74,"documents":[{"rotation_deg":-2.762,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5815254426859724206,"difficulty":"medium","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 30524866\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nIVELISES NELY CASTRO\\nRNC EMISOR: 02601078880\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASESORES LEGALES DOMINICANOS S A\\nRNC CLIENTE: 101526221\\nFACTURA DE CREDITO FISCAL\\nNCF: E311820311890\\nFACTURA NO.: 9309863\\nAUTORIZACION: 555973147\\nTELEFONO: 809-831-2082\\nFECHA: 11/02/2024  HORA: 11:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CERTIFICACION                2,790.95\\n    5  MES       MENSUALIDAD ACADEMICA       82,060.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION         3,776.00\\n    4  UNIDAD    LIBRO DE TEXTO               4,952.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       93,578.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$          93,578.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7870964\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_008872.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00103792438\",\"ncf\":\"B1441053023\",\"fecha_comprobante\":\"20241012\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":300.99,\"itbis_facturado\":54.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"COLMADO SANCHEZ\\nNICOLAS DEL CARMEN SANCHEZ ESPINAL\\nRNC: 00103792438\\nCLIENTE: CONDOMINIO RESIDENCIAL MARINA BAY\\nRNC CLIENTE: 430384879\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1441053023\\nFACTURA NO.: 4260326\\nAUTORIZACION: 340011855\\nTELEFONO: 809-521-8389\\nFECHA: 12/10/2024  HORA: 14:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     112.00\\n    1  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                      68.00\\n    1  UNIDAD    REFRESCO 2.5 LITROS\\n                                     120.99\\n-------------------------------------------\\nSUBTOTAL RD$          300.99\\nITBIS RD$          54.18\\nTOTAL RD$             355.17\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 299381\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 52541219\\nCS\"}","template_ids":[0],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["00103792438"],"invoice_ids":["inv_a5dc2efcfc2227f1dee6"],"observation_id":"obs_a764462c5acd43a3fd40","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.62,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.972,"brightness_factor":1.007,"blur_sigma":0.23,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.05,"jpeg_quality":96,"documents":[{"rotation_deg":-0.245,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"CS"}]},"num_invoices":1,"seed":2119094847989202564,"difficulty":"light","split":"train"}
{"image":"images/607_008873.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06500303158\",\"ncf\":\"E319894180303\",\"fecha_comprobante\":\"20250522\",\"monto_facturado\":22535.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":22535.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430164801\",\"ncf\":\"E327478380229\",\"fecha_comprobante\":\"20240226\",\"monto_facturado\":122760.99,\"itbis_facturado\":22096.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":144857.97,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131285092\",\"ncf\":\"E317500461702\",\"fecha_comprobante\":\"20240227\",\"monto_facturado\":191329.00,\"itbis_facturado\":34439.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":17.73,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":225785.95,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANA ELISA OROZCO MELO\\nRNC EMISOR: 00118983808\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARILEIDA JOSE AMPARO\\nRNC CLIENTE: 06500303158\\nFACTURA DE CREDITO FISCAL\\nNCF E319894180303\\nFACTURA NO.: 5767206\\nAUTORIZACION: 314000950\\nTELEFONO: 809-404-8054\\nFECHA: 22/05/2025  HORA: 12:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL MEDICO DESECHABLE    3,907.00\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO    6,180.00\\n    1  SERVICIO  CONSULTA MEDICA              6,440.50\\n    1  SERVICIO  ANALISIS DE LABORATORIO      6,008.00\\n----------------------------------------------\\nSUBTOTAL RD$       22,535.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          22,535.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7526154\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 27196717\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nCAYITO ABREU MEJIA\\nRNC EMISOR: 02600544544\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION JESUS EL PAN QUE DESCENDIO DE\\nRNC CLIENTE: 430164801\\nFACTURA DE CREDITO FISCAL\\nNCF: E327478380229\\nFACTURA NO.: 8356935\\nAUTORIZACION: 490079200\\nTELEFONO: 809-528-4261\\nFECHA: 26/02/2024  HORA: 20:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           23,189.99\\n    4  VIAJE     SERVICIO DE TRANSPORTE      63,674.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         7,165.00\\n    3  VIAJE     TRANSPORTE DE CARGA         27,372.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,360.00\\n----------------------------------------------\\nSUBTOTAL RD$      122,760.99\\nITBIS RD$      22,096.98\\nTOTAL RD$         144,857.97\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2271619\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 82166735\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nAXIAL SRL\\nRNC EMISOR: 101721197\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA ARPELS SRL\\nRNC CLIENTE: 131285092\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317500461702\\nFACTURA NO.: 3338502\\nAUTORIZACION: 354252179\\nTELEFONO: 809-374-1584\\nFECHA: 27/02/2024  HORA: 16:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       84,000.00\\n    1  VISITA    INSPECCION TECNICA          17,000.00\\n    1  MES       SUPERVISION DE OBRA         43,000.00\\n   19  PAGINA    TRADUCCION DE DOCUMENTOS    47,329.00\\n----------------------------------------------\\nSUB-TOTAL RD$      191,329.00\\nITBIS RD$      34,439.22\\nOTROS IMPUESTOS RD$      17.73\\nTOTAL RD$         225,785.95\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6108510\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 79228013\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nAYUDAFON S A\\nAYUDAFON S A\\nRNC EMISOR: 130303292\\nCLIENTE: JLV SOLUCIONES ELECTRICAS SRL\\nRNC CLIENTE: 131619339\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317178568064\\nFACTURA NO.: 9317923\\nAUTORIZACION: 205986084\\nTELEFONO: 809-904-6610\\nFECHA: 14/05/2025  HORA: 11:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  DESARROLLO DE SOFTWARE     218,419.00\\n    4  UNIDAD    MONITOR LED 24 PULGADAS     38,248.00\\n    3  LICENCIA  LICENCIA DE SOFTWARE        12,866.97\\n    4  UNIDAD    COMPUTADORA PORTATIL       237,088.00\\n    2  UNIDAD    TONER PARA IMPRESORA        18,051.90\\n----------------------------------------------\\nBASE IMPONIBLE RD$      524,673.87\\nIMPUESTO ITBIS RD$      94,441.30\\nTOTAL RD$         619,115.17\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 946866\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_008889.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05500036586\",\"ncf\":\"B0144718685\",\"fecha_comprobante\":\"20241028\",\"monto_facturado\":29766.50,\"itbis_facturado\":5357.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19277.76,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15846.71,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133426872\",\"ncf\":\"B1506560902\",\"fecha_comprobante\":\"20240216\",\"monto_facturado\":197341.95,\"itbis_facturado\":35521.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":232863.50,\"otras_formas_de_venta\":0.00},{\"rnc\":\"22500110352\",\"ncf\":\"E453309541175\",\"fecha_comprobante\":\"20250817\",\"monto_facturado\":16591.95,\"itbis_facturado\":2986.55,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":19578.50}],\"ocr\":\"JOSE DARIO DEL VILLAR VIDAL\\nRNC EMISOR: 11800021799\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN CARLOS NUÑEZ PICHARDO\\nRNC CLIENTE: 05500036586\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0144718685\\nFACTURA NO.: 8561327\\nAUTORIZACION: 193142172\\nTELEFONO: 809-958-3422\\nFECHA: 28/10/2024  HORA: 15:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,106.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  26,660.00\\n-------------------------------------------\\nSUBTOTAL RD$       29,766.50\\nITBIS RD$       5,357.97\\nTOTAL RD$          35,124.47\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 9060682\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 85780056\\n\\n--- FACTURA ---\\n\\nRAMON BATISTA BATISTA\\nRNC EMISOR: 05400557004\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZEMID SRL\\nRNC CLIENTE: 133426872\\nFACTURA DE CREDITO FISCAL\\nNCF: B1506560902\\nFACTURA NO.: 4452630\\nAUTORIZACION: 838252349\\nTELEFONO: 809-340-9244\\nFECHA: 16/02/2024  HORA: 18:59\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                                 10,687.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                                149,156.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN\\n                                                 24,774.00\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                                 12,724.95\\n----------------------------------------------------------\\nSUBTOTAL RD$      197,341.95\\nITBIS 18% RD$      35,521.55\\nTOTAL RD$         232,863.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 7319426\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 93278868\\nProcesado\\n\\n--- FACTURA ---\\n\\nMULTIQUIMICA DOMINICANA SA\\nRNC EMISOR: 101107723\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZACARIAS MINIER MORENO\\nRNC CLIENTE: 22500110352\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453309541175\\nFACTURA NO.: 6035271\\nAUTORIZACION: 298221044\\nTELEFONO: 809-817-1647\\nFECHA: 17/08/2025  HORA: 16:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     742.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   9,809.95\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,040.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,591.95\\nITBIS RD$       2,986.55\\nTOTAL RD$          19,578.50\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6800073\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 63330845\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nIN ENERGY DOMINICANA IED\\nIN ENERGY DOMINICANA IED SRL\\nRNC: 130842371\\nCLIENTE: HOSMED SISTEMAS TECNOLOGICOS\\nMEDICOS SR\\nRNC CLIENTE: 131608779\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1567762637\\nFACTURA NO.: 5338238\\nAUTORIZACION: 951654887\\nTELEFONO: 809-953-9968\\nFECHA: 04/10/2025  HORA: 14:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,181.97\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,671.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,660.85\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,660.85\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,331.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,506.17\\nIMPUESTO ITBIS RD$       2,611.11\\nTOTAL RD$          17,117.28\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2223937\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 13785169\\n\\n--- FACTURA ---\\n\\nCAROL GRULLON REALTY GROUP\\nCAROL GRULLON REALTY GROUP SRL\\nRNC EMISOR: 132889592\\nCLIENTE: INDUSTRIAS QUIMICAS SUAL SRL\\nRNC CLIENTE: 132448529\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0267711834\\nFACTURA NO.: 0711074\\nAUTORIZACION: 982352020\\nTELEFONO: 809-487-7454\\nFECHA: 07/03/2025  HORA: 15:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  MES       ALQUILER DE LOCAL          643,255.00\\n    1  SERVICIO  COMISION INMOBILIARIA      134,658.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   15,685.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   11,890.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       25,685.00\\n----------------------------------------------\\nSUBTOTAL RD$      831,173.00\\nITBIS RD$           0.00\\nTOTAL RD$         831,173.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 930294\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 64930069\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFERRETERIA NIBAJE\\nYRIS DEL CARMEN SANCHEZ TINEO\\nRNC EMISOR: 03102015181\\nCLIENTE: MARIA DOMINGA RAMIREZ FORTUNA\\nRNC CLIENTE: 00113443030\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1407440686\\nFACTURA NO.: 4181841\\nAUTORIZACION: 213350187\\nTELEFONO: 809-772-8576\\nFECHA: 24/05/2025  HORA: 13:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         5,349.98\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,989.98\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,339.96\\nITBIS RD$       1,501.19\\nTOTAL RD$           9,841.15\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1535044\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[6,5,4,12],"business_categories":["comercio_general","comercio_general","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["130886261","130842371","132889592","03102015181"],"invoice_ids":["inv_5f89c544efcb0c4f5e63","inv_7d43bd32dd9a0d94dc61","inv_85bfde5fb10a9e304324","inv_6c9c0343d17e4165ce4d"],"observation_id":"obs_812047361314ac0ce4b3","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.06,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.98,"brightness_factor":1.008,"blur_sigma":0.144,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":27.4,"jpeg_quality":93,"documents":[{"rotation_deg":0.224,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.373,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.404,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.039,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":17170515125214570,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_008894.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132298901\",\"ncf\":\"E315699604463\",\"fecha_comprobante\":\"20251026\",\"monto_facturado_servicios\":1050.00,\"monto_facturado_bienes\":8072.98,\"itbis_facturado\":1642.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"03103035402\",\"ncf\":\"E449615606704\",\"fecha_comprobante\":\"20250112\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8313.00,\"itbis_facturado\":1496.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430306029\",\"ncf\":\"E316698712246\",\"fecha_comprobante\":\"20240330\",\"monto_facturado_servicios\":166000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":29880.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"DRA D UNIFORMS\\nDRA D UNIFORMS SRL\\nRNC EMISOR: 132298901\\nCLIENTE: TRAVESIAS WORLD R98 SRL\\nRNC CLIENTE: 132343832\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315699604463\\nFACTURA NO.: 8011890\\nAUTORIZACION: 74540658\\nTELEFONO: 809-229-9335\\nFECHA: 26/10/2025  HORA: 19:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    UNIFORME EMPRESARIAL\\n                                   2,994.00\\n    2  UNIDAD    GORRA BORDADA\\n                                   1,037.98\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,050.00\\n    1  UNIDAD    CALZADO CASUAL\\n                                   4,041.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,122.98\\nITBIS RD$       1,642.14\\nTOTAL RD$          10,765.12\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9646753\\nGRACIAS POR SU COMPRA\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nYERFFRY JOSE TAVAREZ MENDEZ\\nYERFFRY JOSE TAVAREZ MENDEZ\\nRNC 03103035402\\nCLIENTE: DIQUISA SRL\\nRNC CLIENTE: 102336075\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E449615606704\\nFACTURA NO.: 2920533\\nAUTORIZACION: 322506985\\nTELEFONO: 809-375-4508\\nFECHA: 12/01/2025  HORA: 19:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,313.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        8,313.00\\nITBIS 18% RD$       1,496.34\\nTOTAL RD$           9,809.34\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9033052\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 59036779\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nUNION NACIONAL DE MAESTROS PENSIONADOS Y J\\nUNION NACIONAL DE MAESTROS PENSIONADOS Y JUBILAD\\nRNC 430306029\\nCLIENTE: FUNDACION RAICES DE VIDA FURA VIDA\\nRNC CLIENTE: 430434671\\nFACTURA DE CREDITO FISCAL\\nNCF E316698712246\\nFACTURA NO.: 2187513\\nAUTORIZACION: 642750839\\nTELEFONO: 809-642-3301\\nFECHA: 30/03/2024  HORA: 18:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       34,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS      132,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      166,000.00\\nITBIS RD$      29,880.00\\nTOTAL RD$         195,880.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1713840\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 26602039\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[5,1,4],"business_categories":["ropa_comercio","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132298901","03103035402","430306029"],"invoice_ids":["inv_13a3d9b0d7fe57c898ba","inv_f7a8a176656b71fb3761","inv_ba6f4f2f938ac10de810"],"observation_id":"obs_8d637f14bd243dbca0ed","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.787,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.957,"brightness_factor":0.903,"blur_sigma":0.542,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":64.06,"jpeg_quality":91,"documents":[{"rotation_deg":-1.939,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-2.582,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-0.266,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":12246128627121428747,"difficulty":"hard","split":"train"}
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{"image":"images/607_008897.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02800775682\",\"ncf\":\"B1430209514\",\"fecha_comprobante\":\"20250413\",\"monto_facturado\":11599.90,\"itbis_facturado\":2087.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":13687.88,\"otras_formas_de_venta\":0.00}],\"ocr\":\"COLMADO ALEJANDRO MJD\\nRNC EMISOR: 133762722\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SCARLEN AMARILIS  MARTINEZ JULIAN DE HA\\nRNC CLIENTE: 02800775682\\nFACTURA DE CREDITO FISCAL\\nNCF B1430209514\\nFACTURA NO.: 9301894\\nAUTORIZACION: 660457205\\nTELEFONO: 809-481-8368\\nFECHA: 13/04/2025  HORA: 18:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO            10,793.90\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            806.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,599.90\\nIMPUESTO ITBIS RD$       2,087.98\\nTOTAL RD$          13,687.88\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5909853\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 15649427\\nDETALLE DE SERVICIOS\\nPagado\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133762722"],"invoice_ids":["inv_1f959edbfcf68f11ea49"],"observation_id":"obs_1868b14d06dcce73e820","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.41,"augmentation_metadata":{"downscale_factor":0.862,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.925,"brightness_factor":1.042,"blur_sigma":0.341,"crop_applied":false,"camera_distance_factors":[0.986],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.88,"jpeg_quality":81,"documents":[{"rotation_deg":-2.068,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10003131575290359250,"difficulty":"medium","split":"train"}
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{"image":"images/606_008904.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"109010969\",\"ncf\":\"B1572047945\",\"fecha_comprobante\":\"20251202\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":521.98,\"itbis_facturado\":93.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"AGROQUIMICOS DEL NOROESTE C POR A\\nAGROQUIMICOS DEL NOROESTE C POR A\\nRNC 109010969\\nCLIENTE: GUECA CREDITO SRL\\nRNC CLIENTE: 131955916\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1572047945\\nFACTURA NO.: 0495536\\nAUTORIZACION: 480926076\\nTELEFONO: 809-475-7627\\nFECHA: 02/12/2025  HORA: 18:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     521.98\\n-------------------------------------------\\nBASE IMPONIBLE RD$          521.98\\nITBIS RD$          93.96\\nTOTAL RD$             615.94\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6539861\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 16534128\\nADN\\nAPROBADO\\nProcesado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["109010969"],"invoice_ids":["inv_be0336f1b3d364d11199"],"observation_id":"obs_75ec792fec67e2c199db","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":10.82,"augmentation_metadata":{"downscale_factor":0.796,"red_scale":0.977,"blue_scale":1.023,"contrast_factor":0.934,"brightness_factor":0.941,"blur_sigma":0.014,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.45,"jpeg_quality":88,"documents":[{"rotation_deg":-0.932,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ADN"}]},"num_invoices":1,"seed":17928693170097029269,"difficulty":"hard","split":"train"}
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{"image":"images/606_008910.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132416627\",\"ncf\":\"B1525803730\",\"fecha_comprobante\":\"20241029\",\"monto_facturado_servicios\":174000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":31320.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0},{\"rnc\":\"130131775\",\"ncf\":\"E314730949078\",\"fecha_comprobante\":\"20240129\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":33742.86,\"itbis_facturado\":6073.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"POLANCO MORALES & ASOCIADOS\\nPOLANCO MORALES & ASOCIADOS SRL\\nRNC EMISOR: 132416627\\nCLIENTE: TRANSPORTE HENRIQUEZ UREÑA SRL\\nRNC CLIENTE: 130722994\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1525803730\\nFACTURA NO.: 4324922\\nAUTORIZACION: 32851984\\nTELEFONO: 809-439-2353\\nFECHA: 29/10/2024  HORA: 14:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       43,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    38,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   41,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   40,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      11,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      174,000.00\\nITBIS 18% RD$      31,320.00\\nTOTAL RD$         205,320.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 9850886\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 57074898\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nJOSEFA DE LA CRUZ\\nJOSEFA DE LA CRUZ\\nRNC 130131775\\nCLIENTE: LARIXOS SRL\\nRNC CLIENTE: 101721553\\nFACTURA DE CREDITO FISCAL\\nNCF: E314730949078\\nFACTURA NO.: 1487645\\nAUTORIZACION: 700097066\\nTELEFONO: 809-820-7044\\nFECHA: 29/01/2024  HORA: 14:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,365.90\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,104.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   2,521.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,751.96\\n-------------------------------------------\\nSUBTOTAL RD$       33,742.86\\nITBIS RD$       6,073.71\\nTOTAL RD$          39,816.57\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7549643\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 32036214\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132416627","130131775"],"invoice_ids":["inv_7ed29f17201b2283782e","inv_1b2c01b19bb74370a4c9"],"observation_id":"obs_243758ce9a4e43e3aa61","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":4.75,"augmentation_metadata":{"downscale_factor":0.795,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":1.036,"brightness_factor":0.94,"blur_sigma":0.554,"crop_applied":false,"camera_distance_factors":[0.96,0.999],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":73.06,"jpeg_quality":86,"documents":[{"rotation_deg":1.578,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.672,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":922829704708147706,"difficulty":"medium","split":"train"}
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SELECTIVO RD$   1,261.55\\nTOTAL RD$          16,147.78\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7896622\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 56770724\"}","template_ids":[2,11,1],"business_categories":["belleza","construccion_ferreteria","belleza"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["40222848125","04900838063","04701712467"],"invoice_ids":["inv_7a56ec32c68798c6ced9","inv_3cb36920922059a78ac0","inv_1b613a3228ae742957e0"],"observation_id":"obs_29aa07861e966b886e12","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.783,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.942,"brightness_factor":1.017,"blur_sigma":0.547,"crop_applied":false,"camera_distance_factors":[0.913,0.95,0.98],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":56.25,"jpeg_quality":73,"documents":[{"rotation_deg":2.491,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.984,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":3.839,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10414036399348985349,"difficulty":"hard","split":"train"}
{"image":"images/607_008915.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03700546553\",\"ncf\":\"E324944056608\",\"fecha_comprobante\":\"20240604\",\"monto_facturado\":20020.73,\"itbis_facturado\":3603.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":66.04,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":23690.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CALZADOS COLON\\nRNC EMISOR: 131421717\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUILLERMINA HERNANDEZ RODRIGUEZ RODRIGU\\nRNC CLIENTE: 03700546553\\nFACTURA DE CREDITO FISCAL\\nNCF: E324944056608\\nFACTURA NO.: 8778466\\nAUTORIZACION: 518195980\\nTELEFONO: 809-223-9602\\nFECHA: 04/06/2024  HORA: 15:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           176.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            616.00\\n    2  UNIDAD    MATERIAL DE OFICINA          3,827.98\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,519.75\\n    2  UNIDAD    EQUIPO ELECTRICO            13,881.00\\n----------------------------------------------\\nSUBTOTAL RD$       20,020.73\\nITBIS 18% RD$       3,603.73\\nOTROS IMPUESTOS RD$      66.04\\nTOTAL RD$          23,690.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7991603\\nGRACIAS POR SU COMPRA\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131421717"],"invoice_ids":["inv_0704ba3acd80ae3731d9"],"observation_id":"obs_7b29afc9e25b2dd9df45","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.989,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.86,"jpeg_quality":95,"documents":[{"rotation_deg":0.134,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17519896179209457197,"difficulty":"clean","split":"test"}
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{"image":"images/606_008924.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130489701\",\"ncf\":\"E316155790589\",\"fecha_comprobante\":\"20240321\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":16132.00,\"itbis_facturado\":2903.76,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"PERFECT COOL S A\\nPERFECT COOL S A\\nRNC: 130489701\\nCLIENTE: JUAN DOLIO DIVERS EIRL\\nRNC CLIENTE: 130831432\\nFACTURA DE CREDITO FISCAL\\nNCF E316155790589\\nFACTURA NO.: 8449091\\nAUTORIZACION: 932737998\\nTELEFONO: 809-728-7911\\nFECHA: 21/03/2024  HORA: 09:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n  218  UNIDAD    BLOCK DE HORMIGON 6\\n                 PULGADAS\\n                                  16,132.00\\n-------------------------------------------\\nSUB-TOTAL RD$       16,132.00\\nIMPUESTO ITBIS RD$       2,903.76\\nTOTAL RD$          19,035.76\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 6793552\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 50635796\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["130489701"],"invoice_ids":["inv_2647c8a1bbc47f01c33f"],"observation_id":"obs_73ed004d2c4c75657621","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.4,"augmentation_metadata":{"downscale_factor":0.747,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.809,"brightness_factor":1.012,"blur_sigma":0.387,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.28,"jpeg_quality":87,"documents":[{"rotation_deg":-0.848,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7987565098157376172,"difficulty":"medium","split":"train"}
{"image":"images/607_008925.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133735334\",\"ncf\":\"E458833893928\",\"fecha_comprobante\":\"20241025\",\"monto_facturado\":109500.00,\"itbis_facturado\":19710.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":129210.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CRISTIAN GEOVANNY PUJOLS MATOS\\nRNC EMISOR: 40220815191\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FARMACIA ANPAMI & ASOC SRL\\nRNC CLIENTE: 133735334\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E458833893928\\nFACTURA NO.: 1004363\\nAUTORIZACION: 736094199\\nTELEFONO: 809-967-9985\\nFECHA: 25/10/2024  HORA: 09:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       27,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    55,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      109,500.00\\nITBIS RD$      19,710.00\\nTOTAL RD$         129,210.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 1462106\\nGRACIAS POR SU COMPRA\\nCGP\\nENTREGADO\\nEntregado\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40220815191"],"invoice_ids":["inv_071832922861a612217e"],"observation_id":"obs_463459bc5115047c0cc1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.3,"augmentation_metadata":{"downscale_factor":0.696,"red_scale":1.015,"blue_scale":0.985,"contrast_factor":1.092,"brightness_factor":0.954,"blur_sigma":0.6,"crop_applied":false,"camera_distance_factors":[0.945],"legibility_scale_corrections":[0.0],"final_contrast_stddev":92.85,"jpeg_quality":89,"documents":[{"rotation_deg":0.768,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CGP"}]},"num_invoices":1,"seed":17803881501862876580,"difficulty":"medium","split":"train"}
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{"image":"images/607_008927.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430221104\",\"ncf\":\"E318471897313\",\"fecha_comprobante\":\"20240423\",\"monto_facturado\":9595.50,\"itbis_facturado\":1727.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11322.69,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KENIA DEL CARMEN VARGAS GARCIA\\nRNC EMISOR: 40222771152\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION CERARTE\\nRNC CLIENTE: 430221104\\nFACTURA DE CREDITO FISCAL\\nNCF E318471897313\\nFACTURA NO.: 1806227\\nAUTORIZACION: 92359037\\nTELEFONO: 809-641-5848\\nFECHA: 23/04/2024  HORA: 16:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,314.00\\n    5  UNIDAD    MATERIAL DE OFICINA          7,402.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            583.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            296.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,595.50\\nITBIS 18% RD$       1,727.19\\nTOTAL RD$          11,322.69\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3454761\\nGRACIAS POR SU COMPRA\\nKDC\\nRevisado\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40222771152"],"invoice_ids":["inv_01e582dd8e48e36c93cc"],"observation_id":"obs_e9cca73940fd289a2d90","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.822,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.814,"brightness_factor":1.091,"blur_sigma":0.574,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.2,"jpeg_quality":86,"documents":[{"rotation_deg":0.259,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"KDC"}]},"num_invoices":1,"seed":13093921421573378191,"difficulty":"hard","split":"train"}
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{"image":"images/606_008938.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133525755\",\"ncf\":\"B0218368804\",\"fecha_comprobante\":\"20240305\",\"monto_facturado_servicios\":83044.94,\"monto_facturado_bienes\":1540.50,\"itbis_facturado\":15225.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"XARKANY TECHNOLOGY\\nXARKANY TECHNOLOGY SRL\\nRNC: 133525755\\nCLIENTE: MINIÑO ABOGADOS SRL\\nRNC CLIENTE: 130661448\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0218368804\\nFACTURA NO.: 8670179\\nAUTORIZACION: 662654517\\nTELEFONO: 809-913-5862\\nFECHA: 05/03/2024  HORA: 09:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    CABLE DE RED CAT6            1,540.50\\n    1  SERVICIO  DESARROLLO DE SOFTWARE      70,834.99\\n    5  SERVICIO  MANTENIMIENTO DE EQUIPOS    12,209.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       84,585.44\\nITBIS 18% RD$      15,225.38\\nTOTAL RD$          99,810.82\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 6450228\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 44711549\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPendiente\"}","template_ids":[10],"business_categories":["tecnologia"],"catalog_sources":[["curated"]],"issuer_rncs":["133525755"],"invoice_ids":["inv_936673e02ae1e7eb8fbe"],"observation_id":"obs_a8c84d9c688c462ff26e","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.41,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.99,"brightness_factor":0.938,"blur_sigma":0.285,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":53.63,"jpeg_quality":87,"documents":[{"rotation_deg":-2.795,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7924748492522464806,"difficulty":"hard","split":"train"}
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{"image":"images/607_008943.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03400083691\",\"ncf\":\"B1487327743\",\"fecha_comprobante\":\"20250623\",\"monto_facturado\":199000.00,\"itbis_facturado\":35820.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":234820.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CASTOR SE\\nRNC EMISOR: 131705367\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LIDIA RODRIGUEZ VERAS\\nRNC CLIENTE: 03400083691\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1487327743\\nFACTURA NO.: 0511940\\nAUTORIZACION: 878176726\\nTELEFONO: 809-948-9921\\nFECHA: 23/06/2025  HORA: 14:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  15,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  38,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  82,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  35,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  28,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      199,000.00\\nITBIS 18% RD$      35,820.00\\nTOTAL RD$         234,820.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 3159555\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 88609923\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131705367"],"invoice_ids":["inv_1084c4d8173ec9ef07b6"],"observation_id":"obs_3998f3840e66e83f008d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.12,"augmentation_metadata":{"downscale_factor":0.689,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":0.646,"brightness_factor":1.026,"blur_sigma":0.737,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.74,"jpeg_quality":80,"documents":[{"rotation_deg":0.522,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13677893031877364813,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 73382728\\n\\n--- FACTURA ---\\n\\nDOMINICAN STAR ENGINEERING GROUP DSEG SRL\\nRNC EMISOR: 130753296\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MASHIAH PAPELERIA Y MAS SRL\\nRNC CLIENTE: 132716353\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E442977234000\\nFACTURA NO.: 5854828\\nAUTORIZACION: 215097970\\nTELEFONO: 809-315-2870\\nFECHA: 03/05/2024  HORA: 16:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    6  LIBRA     ALAMBRE DULCE CALIBRE 18       474.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$          474.00\\nIMPUESTO ITBIS RD$          85.32\\nTOTAL RD$             559.32\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 9599279\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 17706133\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTEOBALDO ALEXIS CASTILLO ESPIRITUSANTO\\nRNC EMISOR: 02800612109\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CAROL MERCEDES MONTERO JAMES DE DE LA R\\nRNC CLIENTE: 02300994247\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328176052066\\nFACTURA NO.: 7724353\\nAUTORIZACION: 768753474\\nTELEFONO: 809-640-1161\\nFECHA: 03/01/2025  HORA: 12:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       30,516.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       30,516.95\\nITBIS 18% RD$           0.00\\nTOTAL RD$          30,516.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 6744318\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_008956.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"124009723\",\"ncf\":\"B0288565683\",\"fecha_comprobante\":\"20251119\",\"monto_facturado_servicios\":1499.00,\"monto_facturado_bienes\":5374.00,\"itbis_facturado\":1237.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"EL OESTE CAMPESTRE\\nEL OESTE CAMPESTRE SRL\\nRNC: 124009723\\nCLIENTE: FUNDACION ALCANZANDO METAS PARA\\nSONREIR\\nRNC CLIENTE: 430175471\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0288565683\\nFACTURA NO.: 2990898\\nAUTORIZACION: 297276230\\nTELEFONO: 809-824-8822\\nFECHA: 19/11/2025  HORA: 18:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,499.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,374.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,873.00\\nIMPUESTO ITBIS RD$       1,237.14\\nTOTAL RD$           8,110.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 3609340\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 76629914\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["124009723"],"invoice_ids":["inv_e44b30bfa1cc7968ee19"],"observation_id":"obs_4f90c1ca608dc84eace6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.83,"augmentation_metadata":{"downscale_factor":0.848,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.834,"brightness_factor":0.966,"blur_sigma":0.467,"crop_applied":false,"camera_distance_factors":[0.902],"legibility_scale_corrections":[0.0],"final_contrast_stddev":71.01,"jpeg_quality":90,"documents":[{"rotation_deg":-1.704,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16924787128665466884,"difficulty":"medium","split":"train"}
{"image":"images/607_008957.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133272253\",\"ncf\":\"B0240130538\",\"fecha_comprobante\":\"20251016\",\"monto_facturado\":7428.50,\"itbis_facturado\":1337.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":8765.63,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ALL PHONE RD GRUPO ALFONSECA\\nRNC EMISOR: 132857771\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LARM DOMINICANA EIRL\\nRNC CLIENTE: 133272253\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0240130538\\nFACTURA NO.: 1738508\\nAUTORIZACION: 475339115\\nTELEFONO: 809-593-5537\\nFECHA: 16/10/2025  HORA: 17:56\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,253.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  5,593.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    582.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$        7,428.50\\nITBIS RD$       1,337.13\\nTOTAL RD$           8,765.63\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6221056\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 62164283\\nRecibido\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132857771"],"invoice_ids":["inv_fe431177f8050695ee21"],"observation_id":"obs_599f119b83f8f19f6249","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":10.4,"augmentation_metadata":{"downscale_factor":0.885,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.638,"brightness_factor":1.053,"blur_sigma":0.374,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.7,"jpeg_quality":85,"documents":[{"rotation_deg":-0.868,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10634536437815701767,"difficulty":"medium","split":"train"}
{"image":"images/606_008958.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02500022419\",\"ncf\":\"E310182827464\",\"fecha_comprobante\":\"20240506\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":30113.00,\"itbis_facturado\":5420.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"PERALTA COMERCIAL\\nALFREDO CORDONES\\nRNC 02500022419\\nCLIENTE: M ANTUNA SUCS C POR A\\nRNC CLIENTE: 102000131\\nFACTURA DE CREDITO FISCAL\\nNCF: E310182827464\\nFACTURA NO.: 0160746\\nAUTORIZACION: 517717396\\nTELEFONO: 809-795-5588\\nFECHA: 06/05/2024  HORA: 18:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  20,402.50\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     426.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   4,556.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,930.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     798.00\\n-------------------------------------------\\nSUB-TOTAL RD$       30,113.00\\nITBIS RD$       5,420.34\\nTOTAL RD$          35,533.34\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6634821\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 32985148\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02500022419"],"invoice_ids":["inv_861f8a19cdc64b087c9f"],"observation_id":"obs_2597f6059f83e99036a4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.4,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":1.005,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.29,"jpeg_quality":98,"documents":[{"rotation_deg":0.029,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13194980153136024514,"difficulty":"clean","split":"test"}
{"image":"images/607_008959.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03103651976\",\"ncf\":\"E313529330347\",\"fecha_comprobante\":\"20250610\",\"monto_facturado\":153000.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":153000.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130445435\",\"ncf\":\"B1488113951\",\"fecha_comprobante\":\"20240525\",\"monto_facturado\":25149.97,\"itbis_facturado\":4526.99,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":29676.96,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03103041467\",\"ncf\":\"B1451190446\",\"fecha_comprobante\":\"20241222\",\"monto_facturado\":7823.95,\"itbis_facturado\":1408.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":9232.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SCARLIN SANCHEZ SALCIE\\nRNC EMISOR: 00111884318\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMARILYS ALTAGRACIA GARCIA ROSARIO\\nRNC CLIENTE: 03103651976\\nFACTURA DE CREDITO FISCAL\\nNCF E313529330347\\nFACTURA NO.: 5388766\\nAUTORIZACION: 667798671\\nTELEFONO: 809-354-8330\\nFECHA: 10/06/2025  HORA: 11:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       35,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      18,000.00\\n    1  MES       SUPERVISION DE OBRA        100,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      153,000.00\\nITBIS RD$           0.00\\nTOTAL RD$         153,000.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9259283\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 21579268\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nAYUNTAMIENTO MUNICIPAL DE HOSTOS\\nRNC EMISOR: 404011709\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGUA SHALON SRL\\nRNC CLIENTE: 130445435\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1488113951\\nFACTURA NO.: 9133400\\nAUTORIZACION: 347492968\\nTELEFONO: 809-235-2946\\nFECHA: 25/05/2024  HORA: 13:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     526.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  23,219.97\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,403.50\\n-------------------------------------------\\nSUB-TOTAL RD$       25,149.97\\nITBIS RD$       4,526.99\\nTOTAL RD$          29,676.96\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7540595\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 94571377\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nFIDEICOMISO PROYECTO TWIN TOWERS\\nRNC EMISOR: 131724612\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OMAR MINAYA BENCOSME\\nRNC CLIENTE: 03103041467\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1451190446\\nFACTURA NO.: 3271943\\nAUTORIZACION: 635132503\\nTELEFONO: 809-265-7743\\nFECHA: 22/12/2024  HORA: 10:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   3,392.00\\n    1  DIA       ALQUILER TALADRO PERCUTOR\\n                                   1,610.00\\n    8  UNIDAD    INTERRUPTOR SENCILLO\\n                                     908.00\\n    4  UNIDAD    BOMBILLO LED 9 W\\n                                     424.00\\n    5  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                   1,489.95\\n-------------------------------------------\\nSUB-TOTAL RD$        7,823.95\\nIMPUESTO ITBIS RD$       1,408.31\\nTOTAL RD$           9,232.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 922502\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 24244437\\nEntregado\"}","template_ids":[4,0,5],"business_categories":["profesional","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00111884318","404011709","131724612"],"invoice_ids":["inv_e7ab926c57857c67f968","inv_1328645dc55aa1fab472","inv_39a5b1abd47196fde3df"],"observation_id":"obs_860f2f64337b1018e4e6","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.878,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.888,"brightness_factor":0.909,"blur_sigma":0.514,"crop_applied":false,"camera_distance_factors":[0.921,0.936,0.891],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":55.95,"jpeg_quality":91,"documents":[{"rotation_deg":-0.956,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.177,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.758,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":872024371312773291,"difficulty":"hard","split":"train"}
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{"image":"images/606_008964.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"01200659520\",\"ncf\":\"E456328170575\",\"fecha_comprobante\":\"20251008\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":43315.00,\"itbis_facturado\":7796.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ARLY WINSTON MEDINA FAMILIA\\nARLY WINSTON MEDINA FAMILIA\\nRNC: 01200659520\\nCLIENTE: RUDY SINENCIO ALMONTE ALONZO\\nRNC CLIENTE: 130604495\\nFACTURA DE CREDITO FISCAL\\nNCF E456328170575\\nFACTURA NO.: 3040530\\nAUTORIZACION: 466657918\\nTELEFONO: 809-292-4902\\nFECHA: 08/10/2025  HORA: 11:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,630.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,985.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  30,795.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,905.00\\n-------------------------------------------\\nSUB-TOTAL RD$       43,315.00\\nIMPUESTO ITBIS RD$       7,796.70\\nTOTAL RD$          51,111.70\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3548021\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 60082498\\nAWM\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["01200659520"],"invoice_ids":["inv_cb39378e171450c59144"],"observation_id":"obs_6320fbacfdc89c213e24","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":8.72,"augmentation_metadata":{"downscale_factor":0.955,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.109,"brightness_factor":0.884,"blur_sigma":0.273,"crop_applied":false,"camera_distance_factors":[0.97],"legibility_scale_corrections":[0.0],"final_contrast_stddev":88.8,"jpeg_quality":95,"documents":[{"rotation_deg":-1.96,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AWM"}]},"num_invoices":1,"seed":1902034267557994716,"difficulty":"light","split":"validation"}
{"image":"images/607_008965.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132011945\",\"ncf\":\"E316582498084\",\"fecha_comprobante\":\"20250127\",\"monto_facturado\":3366.94,\"itbis_facturado\":606.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3972.99,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133151962\",\"ncf\":\"B1515747775\",\"fecha_comprobante\":\"20250306\",\"monto_facturado\":8387.95,\"itbis_facturado\":1509.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9897.78,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PRODUCCIONES REGARIAS\\nRNC EMISOR: 132421566\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSANNA GONZALEZ GROUP EIRL\\nRNC CLIENTE: 132011945\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E316582498084\\nFACTURA NO.: 6619527\\nAUTORIZACION: 912703273\\nTELEFONO: 809-458-3485\\nFECHA: 27/01/2025  HORA: 20:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO           821.95\\n    1  UNIDAD    EQUIPO ELECTRICO               935.99\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           253.00\\n    2  SERVICIO  SERVICIO DE ENTREGA          1,356.00\\n----------------------------------------------\\nSUB-TOTAL RD$        3,366.94\\nITBIS RD$         606.05\\nTOTAL RD$           3,972.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2877277\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 79655937\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nEDWARD DIMACH FELIZ BIDO\\nRNC EMISOR: 01000887610\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VELASCO PREMIUM CIGARS SRL\\nRNC CLIENTE: 133151962\\nFACTURA DE CREDITO FISCAL\\nNCF B1515747775\\nFACTURA NO.: 6365967\\nAUTORIZACION: 673192658\\nTELEFONO: 809-635-4113\\nFECHA: 06/03/2025  HORA: 10:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    TARJETAS DE PRESENTACION     4,750.00\\n    1  SERVICIO  IMPRESION FULL COLOR         3,637.95\\n----------------------------------------------\\nSUB-TOTAL RD$        8,387.95\\nITBIS 18% RD$       1,509.83\\nTOTAL RD$           9,897.78\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5107640\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 91603432\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nEDF\"}","template_ids":[6,12],"business_categories":["comercio_general","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132421566","01000887610"],"invoice_ids":["inv_ea9e37494e22a029b848","inv_c996459517dab75a3d23"],"observation_id":"obs_ba9b5f3d292ae79374b7","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.019,"brightness_factor":1.015,"blur_sigma":0.001,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":38.87,"jpeg_quality":91,"documents":[{"rotation_deg":0.605,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.166,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"EDF"}]},"num_invoices":2,"seed":13910555787005162952,"difficulty":"medium","split":"validation"}
{"image":"images/606_008966.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132415434\",\"ncf\":\"E447186027711\",\"fecha_comprobante\":\"20250430\",\"monto_facturado_servicios\":437.00,\"monto_facturado_bienes\":41201.00,\"itbis_facturado\":7494.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"FERNANDEZ DISLA COMERCIAL\\nFERNANDEZ DISLA COMERCIAL SRL\\nRNC EMISOR: 132415434\\nCLIENTE: CENTRO DE ENSEÑANZA CAEI SRL\\nRNC CLIENTE: 131951716\\nFACTURA DE CREDITO FISCAL\\nNCF: E447186027711\\nFACTURA NO.: 5342514\\nAUTORIZACION: 416435608\\nTELEFONO: 809-613-8487\\nFECHA: 30/04/2025  HORA: 08:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            35,465.00\\n    4  UNIDAD    MATERIAL DE OFICINA          3,892.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            437.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,844.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       41,638.00\\nIMPUESTO ITBIS RD$       7,494.84\\nTOTAL RD$          49,132.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1320625\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 71201947\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132415434"],"invoice_ids":["inv_232649c435546dde17bf"],"observation_id":"obs_53da75ca021090e76192","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.15,"augmentation_metadata":{"downscale_factor":0.787,"red_scale":0.969,"blue_scale":1.031,"contrast_factor":0.852,"brightness_factor":1.051,"blur_sigma":0.255,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.79,"jpeg_quality":90,"documents":[{"rotation_deg":2.075,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6464535184679997179,"difficulty":"medium","split":"train"}
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{"image":"images/606_008968.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130132186\",\"ncf\":\"B1422526997\",\"fecha_comprobante\":\"20251201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14487.00,\"itbis_facturado\":2607.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133647257\",\"ncf\":\"E321708797004\",\"fecha_comprobante\":\"20250524\",\"monto_facturado_servicios\":152500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"SUCESION DE VITALIA MEJIA AQUINO\\nSUCESION DE VITALIA MEJIA AQUINO\\nRNC 130132186\\nCLIENTE: SOLVALPE SOLUCIONES & SERVICIOS\\nSRL\\nRNC CLIENTE: 131879462\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1422526997\\nFACTURA NO.: 3157972\\nAUTORIZACION: 960670355\\nTELEFONO: 809-509-2919\\nFECHA: 01/12/2025  HORA: 14:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  14,487.00\\n-------------------------------------------\\nSUBTOTAL RD$       14,487.00\\nIMPUESTO ITBIS RD$       2,607.66\\nTOTAL RD$          17,094.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1029641\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nD ORCHID BAR AND LOUNGE\\nD ORCHID BAR AND LOUNGE SRL\\nRNC 133647257\\nCLIENTE: ABRILL PEST CONTROL SRL\\nRNC CLIENTE: 131453007\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E321708797004\\nFACTURA NO.: 7501431\\nAUTORIZACION: 17557736\\nTELEFONO: 809-451-7330\\nFECHA: 24/05/2025  HORA: 19:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  CASO      REPRESENTACION LEGAL        72,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   28,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       22,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   25,000.00\\n    1  VISITA    INSPECCION TECNICA           5,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      152,500.00\\nITBIS 18% RD$      27,450.00\\nTOTAL RD$         179,950.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9520943\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVERIFICADO\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130132186","133647257"],"invoice_ids":["inv_80451a51c8edaec62e1b","inv_29bdd29c8e9f5d10f976"],"observation_id":"obs_251bff17ba780177ef73","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":4.32,"augmentation_metadata":{"downscale_factor":0.691,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.977,"brightness_factor":0.875,"blur_sigma":0.277,"crop_applied":false,"camera_distance_factors":[0.889,0.909],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":36.7,"jpeg_quality":90,"documents":[{"rotation_deg":-1.946,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.569,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":10837519924480983197,"difficulty":"medium","split":"train"}
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UND. DESCRIPCION IMPORTE\\nOK\\n\\n--- FACTURA ---\\n\\nANTONIO VALENTIN RODRIGUEZ UREÑA\\nRNC EMISOR: 00103759064\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EL PENDULO SRL\\nRNC CLIENTE: 132312619\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1520643950\\nFACTURA NO.: 5673748\\nAUTORIZACION: 509283711\\nTELEFONO: 809-434-9490\\nFECHA: 20/02/2025  HORA: 09:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,506.00\\n    4  UNIDAD    MATERIAL DE OFICINA          3,210.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            431.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,147.00\\nITBIS 18% RD$         926.46\\nTOTAL RD$           6,073.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5365283\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 62200392\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAVR\\n\\n--- FACTURA ---\\n\\nCARLOS ALBERTO VALDEZ PEROZO\\nRNC EMISOR: 02601042605\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ATILANO                        DIAZ PE¥\\nRNC CLIENTE: 07600121896\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442156911778\\nFACTURA NO.: 5932217\\nAUTORIZACION: 319501408\\nTELEFONO: 809-354-6069\\nFECHA: 06/12/2025  HORA: 18:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   22,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,500.00\\n    1  VISITA    INSPECCION TECNICA          17,500.00\\n    1  MES       SUPERVISION DE OBRA         97,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      164,500.00\\nITBIS RD$      29,610.00\\nTOTAL RD$         194,110.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 7616539\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[7,3,13],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430435414","00103759064","02601042605"],"invoice_ids":["inv_e4137e6bd15715d8133a","inv_ec874ef5cd2709668a3b","inv_79438bef41fcc152d017"],"observation_id":"obs_b3293ac3c1cb4b7b4695","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.73,"augmentation_metadata":{"downscale_factor":0.721,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.926,"brightness_factor":0.876,"blur_sigma":0.204,"crop_applied":false,"camera_distance_factors":[0.983,0.948,0.99],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.25,"jpeg_quality":77,"documents":[{"rotation_deg":2.907,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-2.909,"perspective":0.035,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":-1.485,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"AVR"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":14417711922461491395,"difficulty":"hard","split":"train"}
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{"image":"images/607_008985.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133477671\",\"ncf\":\"B0149976408\",\"fecha_comprobante\":\"20240110\",\"monto_facturado\":6381.97,\"itbis_facturado\":1148.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":7530.72,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132667611\",\"ncf\":\"B0172932901\",\"fecha_comprobante\":\"20241015\",\"monto_facturado\":15937.92,\"itbis_facturado\":2868.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10954.52,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":7852.23,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"F A MARTINEZ CONSTRUCTIONS\\nRNC EMISOR: 132626907\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BY J INVERSIONES SRL\\nRNC CLIENTE: 133477671\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0149976408\\nFACTURA NO.: 4447780\\nAUTORIZACION: 137691323\\nTELEFONO: 809-635-1647\\nFECHA: 10/01/2024  HORA: 15:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   20  UNIDAD    CODO PVC 1/2 PULGADA           380.00\\n    4  DIA       ALQUILER TALADRO PERCUTOR    5,300.00\\n    3  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      701.97\\n----------------------------------------------\\nBASE IMPONIBLE RD$        6,381.97\\nITBIS RD$       1,148.75\\nTOTAL RD$           7,530.72\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7801109\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 64873681\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nFARMACIA VILLAMAN\\nRNC EMISOR: 00108026022\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZOMALIZ SRL\\nRNC CLIENTE: 132667611\\nFACTURA DE CREDITO FISCAL\\nNCF: B0172932901\\nFACTURA NO.: 4816651\\nAUTORIZACION: 365332546\\nTELEFONO: 809-220-6307\\nFECHA: 15/10/2024  HORA: 08:25\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        14,321.97\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,615.95\\n----------------------------------------------\\nSUB-TOTAL RD$       15,937.92\\nIMPUESTO ITBIS RD$       2,868.83\\nTOTAL RD$          18,806.75\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8004584\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[4,6],"business_categories":["construccion_ferreteria","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132626907","00108026022"],"invoice_ids":["inv_cdc161c704ff8ca98be8","inv_628550a8bf9d591b5fb4"],"observation_id":"obs_595edc1f5b55a4c3ecd0","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":4.31,"augmentation_metadata":{"downscale_factor":0.673,"red_scale":0.938,"blue_scale":1.062,"contrast_factor":1.08,"brightness_factor":0.925,"blur_sigma":0.904,"crop_applied":false,"camera_distance_factors":[0.9,0.977],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":69.52,"jpeg_quality":73,"documents":[{"rotation_deg":-3.206,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.164,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8160805757352846429,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_008986.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132544471\",\"ncf\":\"E325312941294\",\"fecha_comprobante\":\"20251023\",\"monto_facturado_servicios\":143500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25830.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"130632448\",\"ncf\":\"E329673826779\",\"fecha_comprobante\":\"20241107\",\"monto_facturado_servicios\":1260.00,\"monto_facturado_bienes\":5129.00,\"itbis_facturado\":1150.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"INVERSIONES LUXIM\\nINVERSIONES LUXIM SRL\\nRNC EMISOR: 132544471\\nCLIENTE: PEREZ AGUILERA AYUDA LEGAL SRL\\nRNC CLIENTE: 133123584\\nFACTURA DE CREDITO FISCAL\\nNCF: E325312941294\\nFACTURA NO.: 4325345\\nAUTORIZACION: 729342979\\nTELEFONO: 809-539-8413\\nFECHA: 23/10/2025  HORA: 15:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           108,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    35,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      143,500.00\\nITBIS RD$      25,830.00\\nTOTAL RD$         169,330.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 8854767\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 80816176\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFARMACIA HIANCE\\nSANTA PAULINA GUERRERO SOLANO\\nRNC: 130632448\\nCLIENTE: AMADO MEDINA AMPARO\\nRNC CLIENTE: 00103882890\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329673826779\\nFACTURA NO.: 3681443\\nAUTORIZACION: 925110065\\nTELEFONO: 809-341-6121\\nFECHA: 07/11/2024  HORA: 16:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,724.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,260.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            405.00\\n----------------------------------------------\\nSUB-TOTAL RD$        6,389.00\\nIMPUESTO ITBIS RD$       1,150.02\\nTOTAL RD$           7,539.02\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3062786\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 67798082\\nCANT. UND. DESCRIPCION IMPORTE\\nEntregado\"}","template_ids":[4,7],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132544471","130632448"],"invoice_ids":["inv_775073237631eb95c292","inv_be726d8fdfac97190bea"],"observation_id":"obs_b40b8b92cd4787ad20ac","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.19,"augmentation_metadata":{"downscale_factor":0.975,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.941,"brightness_factor":0.973,"blur_sigma":0.184,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.42,"jpeg_quality":96,"documents":[{"rotation_deg":0.634,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.399,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4794788414974156020,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 32191795\\nREVISADO\\nRevisado\\n\\n--- FACTURA ---\\n\\nWALLY SHUTTER\\nRNC EMISOR: 22400212704\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMISAMAR PROMOCIONES EVENTOS Y\\nALGO MAS\\nRNC CLIENTE: 131926355\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1456725211\\nFACTURA NO.: 3860874\\nAUTORIZACION: 350300227\\nTELEFONO: 809-583-7736\\nFECHA: 26/02/2024  HORA: 10:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,661.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,676.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,337.00\\nITBIS RD$       2,220.66\\nTOTAL RD$          14,557.66\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 7215566\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nA ONE IMAGE CAPTURE\\nRNC EMISOR: 131827162\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRANCOISE MARCELLA RUBARTELLI AVENDAÑO\\nRNC CLIENTE: 40235212889\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0203644301\\nFACTURA NO.: 9361655\\nAUTORIZACION: 444601051\\nTELEFONO: 809-738-2287\\nFECHA: 04/05/2025  HORA: 16:08\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                                 38,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                                 24,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                                  4,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                 62,500.00\\n----------------------------------------------------------\\nSUBTOTAL RD$      128,500.00\\nIMPUESTO ITBIS RD$      23,130.00\\nTOTAL RD$         151,630.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9832156\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 59053564\"}","template_ids":[1,5,0,9],"business_categories":["comercio_general","salud","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["06800447820","131882544","22400212704","131827162"],"invoice_ids":["inv_929bd5130e8df5789c1a","inv_505c41316a2f5a67dd58","inv_52e53046d2550d4e9ed4","inv_31f6285c27e949a65cf2"],"observation_id":"obs_420b7039d09c0f4c030c","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.5,"augmentation_metadata":{"downscale_factor":0.996,"red_scale":0.956,"blue_scale":1.044,"contrast_factor":0.999,"brightness_factor":0.978,"blur_sigma":0.178,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":20.24,"jpeg_quality":88,"documents":[{"rotation_deg":0.2,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.118,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.018,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.501,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":9213889478236176907,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_008991.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00200843605\",\"ncf\":\"E318230133219\",\"fecha_comprobante\":\"20240723\",\"monto_facturado\":18359.89,\"itbis_facturado\":3304.78,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8091.26,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13573.41,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40220766527\",\"ncf\":\"B1522222202\",\"fecha_comprobante\":\"20250909\",\"monto_facturado\":59772.42,\"itbis_facturado\":10759.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":26961.53,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":43569.93,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LIZARDO HERNANDEZ PEDRO RAFAEL\\nRNC EMISOR: 506115181\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REYNO DE LA ROSA ROMERO\\nRNC CLIENTE: 00200843605\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318230133219\\nFACTURA NO.: 1216178\\nAUTORIZACION: 291138574\\nTELEFONO: 809-794-7630\\nFECHA: 23/07/2024  HORA: 11:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,615.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     913.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     408.99\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  10,422.00\\n-------------------------------------------\\nSUB-TOTAL RD$       18,359.89\\nIMPUESTO ITBIS RD$       3,304.78\\nTOTAL RD$          21,664.67\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6661182\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 36645492\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nJHOAN ABEL MARTE JIMENEZ\\nRNC EMISOR: 40212685339\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROBERTO VARGAS BRAZOBAN\\nRNC CLIENTE: 40220766527\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1522222202\\nFACTURA NO.: 7120904\\nAUTORIZACION: 614842212\\nTELEFONO: 809-648-6033\\nFECHA: 09/09/2025  HORA: 20:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    BANNER PUBLICITARIO\\n                                   4,896.50\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  15,796.50\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  24,998.50\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   8,911.95\\n    3  UNIDAD    TARJETAS DE PRESENTACION\\n                                   5,168.97\\n-------------------------------------------\\nBASE IMPONIBLE RD$       59,772.42\\nIMPUESTO ITBIS RD$      10,759.04\\nTOTAL RD$          70,531.46\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 5755034\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 99795028\\nCargo almacen\"}","template_ids":[0,1],"business_categories":["comercio_general","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["506115181","40212685339"],"invoice_ids":["inv_b8cd049235c544495e2e","inv_8734f762adb25a7be791"],"observation_id":"obs_69f1fb0d2515b194cc3a","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":6.65,"augmentation_metadata":{"downscale_factor":0.926,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.976,"brightness_factor":0.984,"blur_sigma":0.132,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":92,"documents":[{"rotation_deg":-0.555,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.668,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11423726206121633651,"difficulty":"medium","split":"test"}
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{"image":"images/607_008999.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131812678\",\"ncf\":\"B1458388770\",\"fecha_comprobante\":\"20240905\",\"monto_facturado\":17000.00,\"itbis_facturado\":3060.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":20060.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SET\\nRNC EMISOR: 124029937\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SOLUCIONES AMBIENTALES Y SERVICIOS ANDI\\nRNC CLIENTE: 131812678\\nFACTURA DE CREDITO FISCAL\\nNCF B1458388770\\nFACTURA NO.: 4522821\\nAUTORIZACION: 14347201\\nTELEFONO: 809-432-6687\\nFECHA: 05/09/2024  HORA: 14:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      17,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       17,000.00\\nITBIS 18% RD$       3,060.00\\nTOTAL RD$          20,060.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8222795\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 58398025\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["124029937"],"invoice_ids":["inv_7a25175053f088de942b"],"observation_id":"obs_ce9993db24488ba720c7","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.47,"augmentation_metadata":{"downscale_factor":0.789,"red_scale":0.974,"blue_scale":1.026,"contrast_factor":0.953,"brightness_factor":1.021,"blur_sigma":0.518,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.52,"jpeg_quality":82,"documents":[{"rotation_deg":-2.343,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6389392077749453362,"difficulty":"hard","split":"train"}
{"image":"images/606_009000.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03103292466\",\"ncf\":\"E454649896142\",\"fecha_comprobante\":\"20250615\",\"monto_facturado_servicios\":95673.80,\"monto_facturado_bienes\":2598.90,\"itbis_facturado\":17689.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CHARLE AUGUSTO  DIAZ ROSARIO\\nCHARLE AUGUSTO  DIAZ ROSARIO\\nRNC 03103292466\\nCLIENTE: FRANCISCO BENITO ALVARADO HERRERA\\nALVAR\\nRNC CLIENTE: 00500477872\\nFACTURA DE CREDITO FISCAL\\nNCF: E454649896142\\nFACTURA NO.: 8247538\\nAUTORIZACION: 848452557\\nTELEFONO: 809-729-7685\\nFECHA: 15/06/2025  HORA: 15:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    FILTRO DE ACEITE\\n                                   1,017.00\\n    4  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                  12,831.80\\n    5  SERVICIO  REPARACION MECANICA\\n                                  79,405.00\\n    2  UNIDAD    ACEITE DE MOTOR\\n                                   1,581.90\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   3,437.00\\n-------------------------------------------\\nSUB-TOTAL RD$       98,272.70\\nIMPUESTO ITBIS RD$      17,689.09\\nTOTAL RD$         115,961.79\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 1209247\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 93377210\\nVERIFICADO\\nCompra almacen\"}","template_ids":[1],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["03103292466"],"invoice_ids":["inv_4777f3b2347424f403bc"],"observation_id":"obs_c66ecc6b01bfcac4f4f5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":8.39,"augmentation_metadata":{"downscale_factor":0.81,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.916,"brightness_factor":0.843,"blur_sigma":0.861,"crop_applied":false,"camera_distance_factors":[0.987],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.96,"jpeg_quality":74,"documents":[{"rotation_deg":-2.178,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9493590926981812008,"difficulty":"medium","split":"train"}
{"image":"images/607_009001.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02301141434\",\"ncf\":\"E447566772748\",\"fecha_comprobante\":\"20240226\",\"monto_facturado\":51500.00,\"itbis_facturado\":9270.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":5150.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":65920.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CENTRO DE DESARROLLO FLOR DEL SOL\\nRNC EMISOR: 430300731\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MIGUEL ROSARIO\\nRNC CLIENTE: 02301141434\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447566772748\\nFACTURA NO.: 9199947\\nAUTORIZACION: 192297534\\nTELEFONO: 809-300-7429\\nFECHA: 26/02/2024  HORA: 15:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  39,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  12,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       51,500.00\\nITBIS RD$       9,270.00\\nPROPINA LEGAL RD$     5,150.00\\nTOTAL RD$          65,920.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4903388\\nGRACIAS POR SU COMPRA\\nRecibido\"}","template_ids":[1],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430300731"],"invoice_ids":["inv_2a19205facc51a8dc8fe"],"observation_id":"obs_f145b92b6d2856fd5433","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":10.82,"augmentation_metadata":{"downscale_factor":0.636,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.722,"brightness_factor":1.126,"blur_sigma":0.456,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.67,"jpeg_quality":86,"documents":[{"rotation_deg":1.129,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6890180729784451982,"difficulty":"hard","split":"train"}
{"image":"images/606_009002.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130609829\",\"ncf\":\"B1512471256\",\"fecha_comprobante\":\"20240407\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2843.46,\"itbis_facturado\":450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132474201\",\"ncf\":\"B1564988384\",\"fecha_comprobante\":\"20240424\",\"monto_facturado_servicios\":167674.50,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":30181.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COLMADO EL CHEVERE\\nGREGORIO DELFIN TAVERAS MARTINEZ\\nRNC EMISOR: 130609829\\nCLIENTE: FIUMEN FEDERICO VILLAR MORETA\\nRNC CLIENTE: 00110621729\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1512471256\\nFACTURA NO.: 5763619\\nAUTORIZACION: 789707785\\nTELEFONO: 809-822-9055\\nFECHA: 07/04/2024  HORA: 18:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    JUGO ENVASADO 1 LITRO          262.00\\n    3  UNIDAD    ACEITE VEGETAL 1 GAL         2,238.00\\n    2  PAQUETE   ESPAGUETIS PAQUETE 400 G        85.98\\n  2.5  LIBRA     POLLO FRESCO LIBRA             257.48\\n----------------------------------------------\\nSUB-TOTAL RD$        2,843.46\\nIMPUESTO ITBIS RD$         450.00\\nTOTAL RD$           3,293.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 535145\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 78363469\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTRANSPORTE RAFAEL GUZMAN PERALTA\\nTRANSPORTE RAFAEL GUZMAN PERALTA SRL\\nRNC EMISOR: 132474201\\nCLIENTE: PATRICK ANTONIO ALMONTE DURAN\\nRNC CLIENTE: 00116478363\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1564988384\\nFACTURA NO.: 5666540\\nAUTORIZACION: 540096398\\nTELEFONO: 809-620-4148\\nFECHA: 24/04/2024  HORA: 18:34\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  VIAJE     SERVICIO DE MENSAJERIA\\n                                                  7,717.50\\n    4  VIAJE     TRANSPORTE DE CARGA\\n                                                142,192.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                                  4,907.00\\n    1  VIAJE     SERVICIO DE TRANSPORTE\\n                                                  5,996.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                                  6,862.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$      167,674.50\\nIMPUESTO ITBIS RD$      30,181.41\\nTOTAL RD$         197,855.91\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1514364\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 94699033\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\"}","template_ids":[4,9],"business_categories":["colmado_alimentos","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130609829","132474201"],"invoice_ids":["inv_169df01a10883b8ba1fe","inv_a66353eb67e25ff5cf1e"],"observation_id":"obs_baface45e43a320bf111","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.77,"augmentation_metadata":{"downscale_factor":0.899,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.878,"brightness_factor":0.928,"blur_sigma":0.165,"crop_applied":false,"camera_distance_factors":[0.969,0.886],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":34.24,"jpeg_quality":94,"documents":[{"rotation_deg":1.731,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.825,"perspective":0.015,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":450317692133416503,"difficulty":"medium","split":"test"}
{"image":"images/607_009003.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131773753\",\"ncf\":\"E318238094469\",\"fecha_comprobante\":\"20240628\",\"monto_facturado\":14745.00,\"itbis_facturado\":2654.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":17399.10,\"otras_formas_de_venta\":0.00},{\"rnc\":\"09200147719\",\"ncf\":\"E313418952878\",\"fecha_comprobante\":\"20250506\",\"monto_facturado\":705433.45,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":705433.45,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132023293\",\"ncf\":\"E317983160544\",\"fecha_comprobante\":\"20250822\",\"monto_facturado\":24166.50,\"itbis_facturado\":4349.97,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12953.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15562.61,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSTRUCTORA TDT S A\\nRNC EMISOR: 111127351\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUPEMAR SRL\\nRNC CLIENTE: 131773753\\nFACTURA DE CREDITO FISCAL\\nNCF E318238094469\\nFACTURA NO.: 3494339\\nAUTORIZACION: 287085700\\nTELEFONO: 809-848-5393\\nFECHA: 28/06/2024  HORA: 19:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     870.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   8,585.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,123.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,167.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       14,745.00\\nITBIS RD$       2,654.10\\nTOTAL RD$          17,399.10\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 6801176\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 44920909\\n\\n--- FACTURA ---\\n\\nCORPORACION DOREP  S A\\nRNC EMISOR: 102626162\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROMERYS ALEJANDRA JACKSON CABRERA\\nRNC CLIENTE: 09200147719\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313418952878\\nFACTURA NO.: 6598885\\nAUTORIZACION: 586624145\\nTELEFONO: 809-648-2262\\nFECHA: 06/05/2025  HORA: 09:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  22,226.00\\n    5  MES       ALQUILER DE LOCAL\\n                                 451,777.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   7,055.95\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 213,585.50\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  10,788.50\\n-------------------------------------------\\nSUBTOTAL RD$      705,433.45\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         705,433.45\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8623175\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEN FERRECENTRO EL PARQUE\\nRNC EMISOR: 03104173814\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGUA BUENAS NUEVAS SRL\\nRNC CLIENTE: 132023293\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317983160544\\nFACTURA NO.: 3354041\\nAUTORIZACION: 531733692\\nTELEFONO: 809-675-6539\\nFECHA: 22/08/2025  HORA: 14:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,048.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     603.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     668.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,632.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  20,215.50\\n-------------------------------------------\\nSUB-TOTAL RD$       24,166.50\\nIMPUESTO ITBIS RD$       4,349.97\\nTOTAL RD$          28,516.47\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2162896\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 34018090\"}","template_ids":[1,5,5],"business_categories":["comercio_general","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["111127351","102626162","03104173814"],"invoice_ids":["inv_f6456646dab3dba2e24d","inv_0405595c0b87cf0da29f","inv_ac5f86da4b328a2193a1"],"observation_id":"obs_eafc89e63ef874421f9b","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":4.23,"augmentation_metadata":{"downscale_factor":0.94,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.966,"brightness_factor":0.983,"blur_sigma":0.081,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.19,"jpeg_quality":89,"documents":[{"rotation_deg":0.703,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.707,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.35,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11260224914161664593,"difficulty":"hard","split":"train"}
{"image":"images/606_009004.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130274592\",\"ncf\":\"E445447620112\",\"fecha_comprobante\":\"20240525\",\"monto_facturado_servicios\":15000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"HNOS CEBALLOS & ASOCIADOS C POR A\\nHNOS CEBALLOS & ASOCIADOS C POR A\\nRNC: 130274592\\nCLIENTE: DORREJO PERALTA CXA\\nRNC CLIENTE: 101046619\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445447620112\\nFACTURA NO.: 5874177\\nAUTORIZACION: 305954828\\nTELEFONO: 809-759-3448\\nFECHA: 25/05/2024  HORA: 12:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      15,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,000.00\\nITBIS RD$       2,700.00\\nTOTAL RD$          17,700.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1742935\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 50794584\\nHCA\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130274592"],"invoice_ids":["inv_a478c533744b7fd55d2f"],"observation_id":"obs_e4f17dca2556acc816d8","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.876,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.824,"brightness_factor":1.007,"blur_sigma":0.365,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.13,"jpeg_quality":84,"documents":[{"rotation_deg":-1.195,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HCA"}]},"num_invoices":1,"seed":6807042358611554757,"difficulty":"medium","split":"train"}
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{"image":"images/606_009006.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101592796\",\"ncf\":\"E328331707956\",\"fecha_comprobante\":\"20240505\",\"monto_facturado_servicios\":5500.00,\"monto_facturado_bienes\":18069.30,\"itbis_facturado\":4242.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\".\\nCONSTRUCTORA ENSENADA S A\\nRNC 101592796\\nCLIENTE: SIMON ELIAS CABRERA\\nRNC CLIENTE: 22500083385\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E328331707956\\nFACTURA NO.: 4889439\\nAUTORIZACION: 732185714\\nTELEFONO: 809-833-6784\\nFECHA: 05/05/2024  HORA: 19:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  QUINTAL   VARILLA CORRUGADA 3/8        3,745.00\\n    4  UNIDAD    DISCO DE CORTE 4.5 PULGADAS      471.80\\n  239  UNIDAD    BLOCK DE HORMIGON 6 PULGADAS   13,264.50\\n   14  UNIDAD    CODO PVC 1/2 PULGADA           588.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    5,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,569.30\\nITBIS 18% RD$       4,242.47\\nTOTAL RD$          27,811.77\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9000305\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 38654738\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["101592796"],"invoice_ids":["inv_070433dab4f1705489bf"],"observation_id":"obs_8986a56b6db026f734da","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.957,"brightness_factor":0.984,"blur_sigma":0.224,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.5,"jpeg_quality":96,"documents":[{"rotation_deg":0.251,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5551261039502113109,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 31479896\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nASESORES TECNICOS S A\\nRNC EMISOR: 101110473\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARLENE GERALDINA SEGURA ALCANTARA\\nRNC CLIENTE: 00200611416\\nFACTURA DE CREDITO FISCAL\\nNCF E447949966899\\nFACTURA NO.: 5566888\\nAUTORIZACION: 333729445\\nTELEFONO: 809-315-1427\\nFECHA: 11/03/2024  HORA: 20:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         7,688.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            294.95\\n    5  UNIDAD    EQUIPO ELECTRICO             6,255.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,526.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,218.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$       16,982.94\\nIMPUESTO ITBIS RD$       3,056.93\\nTOTAL RD$          20,039.87\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 257691\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nRevisado\\n\\n--- FACTURA ---\\n\\nLORENZO LINARES ALMANZAR\\nRNC EMISOR: 06000057759\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIALIZADORA ARAFRA SRL\\nRNC CLIENTE: 101737832\\nFACTURA DE CREDITO FISCAL\\nNCF B0246882233\\nFACTURA NO.: 6235657\\nAUTORIZACION: 104192774\\nTELEFONO: 809-332-2851\\nFECHA: 21/04/2024  HORA: 16:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    7  LIBRA     HARINA DE TRIGO LIBRA\\n                                     234.50\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                      49.00\\n    3  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                      93.00\\n    1  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     208.00\\n    1  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     160.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          744.50\\nITBIS RD$          16.74\\nTOTAL RD$             761.24\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 145907\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 72252163\\nLLA\\n\\n--- FACTURA ---\\n\\nINVERSIONES MOISBENTY ARKANSAS\\nRNC EMISOR: 131707671\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INELTEC INGENIERIA ELECTRICA Y TECNOLOG\\nRNC CLIENTE: 133556261\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E327143689728\\nFACTURA NO.: 6022109\\nAUTORIZACION: 583028034\\nTELEFONO: 809-211-5197\\nFECHA: 27/10/2025  HORA: 13:23\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   82,500.00\\n    1  MES       SUPERVISION DE OBRA         52,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      135,000.00\\nIMPUESTO ITBIS RD$      24,300.00\\nTOTAL RD$         159,300.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 875189\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nREVISADO\"}","template_ids":[5,6,1,4],"business_categories":["comercio_general","comercio_general","colmado_alimentos","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["130238553","101110473","06000057759","131707671"],"invoice_ids":["inv_331601e20da32e3f6f21","inv_843ee746cc5b600b01f7","inv_46dd4e236c85bf2f2fc7","inv_5bc139c2d994413d98e9"],"observation_id":"obs_2c8a3eb47e2c630f2039","variant_index":0,"degradation_profile":"good_phone","scene_type":"dark_desk","estimated_min_text_px":3.61,"augmentation_metadata":{"downscale_factor":0.878,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":1.051,"brightness_factor":0.911,"blur_sigma":0.127,"crop_applied":false,"camera_distance_factors":[0.912,0.989,0.896,0.934],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":83.02,"jpeg_quality":93,"documents":[{"rotation_deg":-0.334,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.19,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.504,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.325,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"LLA"},{"kind":"none","text":""}]},"num_invoices":4,"seed":8983012543417144675,"difficulty":"very_hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 83335153\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nFUNDACION MANO AMIGA CARIBEÑA\\nRNC EMISOR: 430270662\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ADOLFO GUERRERO CORDONES\\nRNC CLIENTE: 02600107151\\nFACTURA DE CREDITO FISCAL\\nNCF E454574399519\\nFACTURA NO.: 7720546\\nAUTORIZACION: 716494801\\nTELEFONO: 809-561-1799\\nFECHA: 09/08/2024  HORA: 12:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       50,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   79,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      130,000.00\\nITBIS RD$      23,400.00\\nTOTAL RD$         153,400.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5740728\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 39780251\\nDETALLE DE SERVICIOS\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nCOEBEL\\nRNC EMISOR: 132294017\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GLENIS ALTAGRACIA JOSE BURGOS\\nRNC CLIENTE: 05100204220\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320404638795\\nFACTURA NO.: 8373954\\nAUTORIZACION: 365919981\\nTELEFONO: 809-736-1295\\nFECHA: 03/02/2024  HORA: 08:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,236.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     665.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,901.00\\nITBIS 18% RD$         702.18\\nTOTAL RD$           4,603.18\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1792933\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 64224606\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\"}","template_ids":[10,4,5],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03700007473","430270662","132294017"],"invoice_ids":["inv_8f318c745bb253a65d26","inv_083b260310366b741505","inv_266846d1bf8dac83f28d"],"observation_id":"obs_efb20b6d4e0a0f9e1b75","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.54,"augmentation_metadata":{"downscale_factor":0.965,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.97,"brightness_factor":0.86,"blur_sigma":0.345,"crop_applied":false,"camera_distance_factors":[0.884,0.906,0.895],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.5,"jpeg_quality":91,"documents":[{"rotation_deg":1.596,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.727,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.97,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":13081663955979500000,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 17694350\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLIDIA MERCEDES TEJADA BUENO\\nRNC EMISOR: 00107417396\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES BINEFAR S A\\nRNC CLIENTE: 101864801\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310819197573\\nFACTURA NO.: 4609610\\nAUTORIZACION: 56165125\\nTELEFONO: 809-792-5864\\nFECHA: 07/02/2024  HORA: 12:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,500.00\\n    1  MES       SUPERVISION DE OBRA         12,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,000.00\\nITBIS 18% RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1877882\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nLMT\\n\\n--- FACTURA ---\\n\\nARIASMUSIC COM\\nRNC EMISOR: 132790512\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JULIO CESAR CASTRO GONZALEZ\\nRNC CLIENTE: 00102476611\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441674446730\\nFACTURA NO.: 6758674\\nAUTORIZACION: 579576536\\nTELEFONO: 809-860-2315\\nFECHA: 15/05/2024  HORA: 19:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO             1,205.00\\n    5  UNIDAD    MATERIAL DE OFICINA          8,919.95\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,531.00\\n----------------------------------------------\\nSUBTOTAL RD$       11,655.95\\nITBIS 18% RD$       2,098.07\\nTOTAL RD$          13,754.02\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 2539321\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 04\\nREFERENCIA: 61371815\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nASOCIACION CULTURAL HIGIENE Y SERVICIOS DE\\nRNC EMISOR: 131151809\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OFREIGHT GLOBAL CONNECTING EIRL\\nRNC CLIENTE: 133425114\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329956426844\\nFACTURA NO.: 7232548\\nAUTORIZACION: 361872292\\nTELEFONO: 809-579-2758\\nFECHA: 16/02/2024  HORA: 14:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA            7,573.00\\n    4  VIAJE     TRANSPORTE DE CARGA         16,556.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA       1,059.00\\n----------------------------------------------\\nSUBTOTAL RD$       25,188.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          25,188.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3559956\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_009054.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130515409\",\"ncf\":\"E317494361299\",\"fecha_comprobante\":\"20240911\",\"monto_facturado_servicios\":77908.91,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14023.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"TRANSPORTE BARRANCOLI S A\\nTRANSPORTE BARRANCOLI S A\\nRNC: 130515409\\nCLIENTE: INFRAGEO SRL\\nRNC CLIENTE: 133564132\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317494361299\\nFACTURA NO.: 6039869\\nAUTORIZACION: 343088184\\nTELEFONO: 809-819-7455\\nFECHA: 11/09/2024  HORA: 18:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  ALQUILER DE VEHICULO        28,631.96\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         780.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA       2,457.00\\n    1  VIAJE     TRANSPORTE DE CARGA         35,980.00\\n    1  SERVICIO  GESTION LOGISTICA           10,059.95\\n----------------------------------------------\\nSUB-TOTAL RD$       77,908.91\\nIMPUESTO ITBIS RD$      14,023.60\\nTOTAL RD$          91,932.51\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7973317\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 76094659\\nCANT. UND. DESCRIPCION IMPORTE\\nREVISADO\"}","template_ids":[7],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["130515409"],"invoice_ids":["inv_b9fd48f3654088f89aa9"],"observation_id":"obs_66c72bb0ea2a22f9d07b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":5.89,"augmentation_metadata":{"downscale_factor":0.799,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.993,"brightness_factor":0.963,"blur_sigma":0.339,"crop_applied":false,"camera_distance_factors":[0.947],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.28,"jpeg_quality":73,"documents":[{"rotation_deg":3.445,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":836863139476893538,"difficulty":"medium","split":"train"}
{"image":"images/607_009055.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131270352\",\"ncf\":\"E314214651976\",\"fecha_comprobante\":\"20250224\",\"monto_facturado\":12674.84,\"itbis_facturado\":2281.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8554.49,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6401.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00111934675\",\"ncf\":\"B1501269511\",\"fecha_comprobante\":\"20251121\",\"monto_facturado\":94087.40,\"itbis_facturado\":16935.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":111023.13,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LMT FRUTAS Y VEGETALES BY JEFRY\\nRNC EMISOR: 131803067\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FR2 CARIBBEAN SRL\\nRNC CLIENTE: 131270352\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314214651976\\nFACTURA NO.: 9962482\\nAUTORIZACION: 313487361\\nTELEFONO: 809-866-9885\\nFECHA: 24/02/2025  HORA: 14:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,352.85\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,702.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,643.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,976.00\\n-------------------------------------------\\nSUBTOTAL RD$       12,674.84\\nIMPUESTO ITBIS RD$       2,281.47\\nTOTAL RD$          14,956.31\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5745921\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 74198583\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nArchivado\\n\\n--- FACTURA ---\\n\\nRHV TODO TERRENO RENT CAR\\nRNC EMISOR: 131472771\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDMANUEL DE JESUS LEONOR JOHNSON\\nRNC CLIENTE: 00111934675\\nFACTURA DE CREDITO FISCAL\\nNCF: B1501269511\\nFACTURA NO.: 2474137\\nAUTORIZACION: 170009801\\nTELEFONO: 809-809-1613\\nFECHA: 21/11/2025  HORA: 16:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    JUEGO DE PASTILLAS DE FRENO   14,045.90\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     9,387.00\\n    4  UNIDAD    BATERIA AUTOMOTRIZ          49,204.00\\n    1  SERVICIO  REPARACION MECANICA         21,450.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       94,087.40\\nITBIS 18% RD$      16,935.73\\nTOTAL RD$         111,023.13\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 3625421\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 94272618\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nVERIFICADO\"}","template_ids":[5,10],"business_categories":["comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131803067","131472771"],"invoice_ids":["inv_f8c84d6f777370cf4826","inv_748712ec55a6bb536cb1"],"observation_id":"obs_af04dd68b4448d63016e","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":4.4,"augmentation_metadata":{"downscale_factor":0.901,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.932,"brightness_factor":1.033,"blur_sigma":0.174,"crop_applied":false,"camera_distance_factors":[0.998,0.89],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":29.24,"jpeg_quality":95,"documents":[{"rotation_deg":-1.152,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.627,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":7439119587390195112,"difficulty":"medium","split":"validation"}
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{"image":"images/606_009060.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05600005721\",\"ncf\":\"E315306932616\",\"fecha_comprobante\":\"20250823\",\"monto_facturado_servicios\":1622.95,\"monto_facturado_bienes\":15141.00,\"itbis_facturado\":3017.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132188391\",\"ncf\":\"B0203228386\",\"fecha_comprobante\":\"20251008\",\"monto_facturado_servicios\":424.00,\"monto_facturado_bienes\":34991.00,\"itbis_facturado\":6374.70,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ELECTRONICA GUTIERREZ\\nJOSE FRANK GUTIERREZ ARIAS\\nRNC: 05600005721\\nCLIENTE: OLIVER ODALIS CESPEDES PEREZ\\nRNC CLIENTE: 03104798008\\nFACTURA DE CREDITO FISCAL\\nNCF: E315306932616\\nFACTURA NO.: 4816476\\nAUTORIZACION: 961574171\\nTELEFONO: 809-514-6698\\nFECHA: 23/08/2025  HORA: 18:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,764.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,663.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,622.95\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,714.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       16,763.95\\nITBIS RD$       3,017.51\\nTOTAL RD$          19,781.46\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4181963\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 64799678\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSACAMBRY GENERAL SOLUTIONS\\nSACAMBRY GENERAL SOLUTIONS SRL\\nRNC 132188391\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO\\nFRANCISCO AZC\\nRNC CLIENTE: 430204528\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0203228386\\nFACTURA NO.: 4658657\\nAUTORIZACION: 786911641\\nTELEFONO: 809-819-6877\\nFECHA: 08/10/2025  HORA: 16:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,256.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     424.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  14,085.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,777.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,872.50\\n-------------------------------------------\\nSUB-TOTAL RD$       35,415.00\\nIMPUESTO ITBIS RD$       6,374.70\\nTOTAL RD$          41,789.70\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 8713135\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 63708473\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05600005721","132188391"],"invoice_ids":["inv_9d721635499687026734","inv_ba9e46a5f5b782fb573b"],"observation_id":"obs_0b3d39db03dd259bb2d4","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":6.18,"augmentation_metadata":{"downscale_factor":0.906,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":1.024,"brightness_factor":0.982,"blur_sigma":0.135,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":48.7,"jpeg_quality":90,"documents":[{"rotation_deg":0.101,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.048,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":7391313010731479971,"difficulty":"medium","split":"train"}
{"image":"images/607_009061.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00102284536\",\"ncf\":\"B0186205819\",\"fecha_comprobante\":\"20250927\",\"monto_facturado\":9156.00,\"itbis_facturado\":1648.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":10804.08},{\"rnc\":\"101767571\",\"ncf\":\"B1481618299\",\"fecha_comprobante\":\"20240616\",\"monto_facturado\":10790.50,\"itbis_facturado\":1942.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":12732.79,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IMPORTADORA TREBOL\\nRNC EMISOR: 101562803\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ESTUDESIMO SANTOS BERROA\\nRNC CLIENTE: 00102284536\\nFACTURA DE CREDITO FISCAL\\nNCF B0186205819\\nFACTURA NO.: 8570532\\nAUTORIZACION: 765984802\\nTELEFONO: 809-394-9893\\nFECHA: 27/09/2025  HORA: 08:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,100.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,276.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            788.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,902.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         3,090.00\\n----------------------------------------------\\nSUBTOTAL RD$        9,156.00\\nIMPUESTO ITBIS RD$       1,648.08\\nTOTAL RD$          10,804.08\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1965290\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 60025201\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nProcesado\\n\\n--- FACTURA ---\\n\\nROSMERY BAUTISTA\\nRNC EMISOR: 00108053687\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FOTOMAS C POR A\\nRNC CLIENTE: 101767571\\nFACTURA DE CREDITO FISCAL\\nNCF: B1481618299\\nFACTURA NO.: 9665708\\nAUTORIZACION: 895409307\\nTELEFONO: 809-392-7456\\nFECHA: 16/06/2024  HORA: 13:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,242.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     384.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,164.50\\n-------------------------------------------\\nSUB-TOTAL RD$       10,790.50\\nITBIS 18% RD$       1,942.29\\nTOTAL RD$          12,732.79\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2338477\\nGRACIAS POR SU COMPRA\\nRB\"}","template_ids":[11,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101562803","00108053687"],"invoice_ids":["inv_2cc97e44c44c40685391","inv_861c2ca2ecc3c8dcf30e"],"observation_id":"obs_0bdc021600a8e5d39c76","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.983,"brightness_factor":1.001,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.93,"jpeg_quality":96,"documents":[{"rotation_deg":-0.11,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.148,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"RB"}]},"num_invoices":2,"seed":7534731905507684421,"difficulty":"medium","split":"validation"}
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SELECTIVO RD$   1,423.00\\nTOTAL RD$          18,214.40\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5950860\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nXIOMARA PEÑA TAVERAS\\nXIOMARA PEÑA TAVERAS\\nRNC: 00100012699\\nCLIENTE: PINAR DEL RIO S A\\nRNC CLIENTE: 124004608\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318285664756\\nFACTURA NO.: 0355032\\nAUTORIZACION: 711724651\\nTELEFONO: 809-342-6005\\nFECHA: 21/05/2024  HORA: 10:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            273.00\\n    3  SERVICIO  SERVICIO DE ENTREGA          2,977.50\\n    3  UNIDAD    MATERIAL DE OFICINA          3,984.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO         9,032.00\\n----------------------------------------------\\nSUB-TOTAL RD$       16,266.50\\nITBIS RD$       2,927.97\\nTOTAL RD$          19,194.47\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6501373\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 68986325\\nCANT. UND. 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 95311262\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nKRISTALUZ INVERSIONES INMOBILIARIAS\\nRNC EMISOR: 133663181\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SIMON BOLIVAR ROMAN\\nRNC CLIENTE: 03700614302\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0144044396\\nFACTURA NO.: 0171735\\nAUTORIZACION: 433593933\\nTELEFONO: 809-210-2914\\nFECHA: 17/08/2024  HORA: 20:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  SERVICIO  MANTENIMIENTO DE AREA COMUN   23,122.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       32,411.99\\n    1  MES       ALQUILER DE LOCAL          145,556.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,939.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$      211,029.98\\nITBIS RD$      37,985.40\\nTOTAL RD$         249,015.38\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9670331\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 84344451\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJUAN CARLOS PEREZ VALDEZ\\nRNC EMISOR: 00116137845\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CATALINO                       DE LA VE\\nRNC CLIENTE: 03700159530\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1419671563\\nFACTURA NO.: 4414249\\nAUTORIZACION: 842027385\\nTELEFONO: 809-222-7913\\nFECHA: 13/09/2024  HORA: 19:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO            28,895.00\\n    4  UNIDAD    MATERIAL DE OFICINA          7,084.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,026.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,476.97\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,494.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       46,975.97\\nIMPUESTO ITBIS RD$       8,455.67\\nTOTAL RD$          55,431.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3653498\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 70815345\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSAI\\n\\n--- FACTURA ---\\n\\nPRESTADORA DE SERVICIOS LEGALES A & V SRL\\nPRESTADORA DE SERVICIOS LEGALES A & V SRL\\nRNC: 131109861\\nCLIENTE: CHINABERRY SRL\\nRNC CLIENTE: 130927286\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0147613207\\nFACTURA NO.: 3209946\\nAUTORIZACION: 758855456\\nTELEFONO: 809-830-6583\\nFECHA: 30/04/2025  HORA: 17:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,000.00\\n    1  SERVICIO  ASESORIA TECNICA            41,500.00\\n    1  PROYECTO  DISENO DE PLANOS            51,000.00\\n    1  MES       SUPERVISION DE OBRA        107,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   10,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      215,500.00\\nIMPUESTO ITBIS RD$      38,790.00\\nTOTAL RD$         254,290.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7583436\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 20076035\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJ R COMUNICACIONES C POR A\\nJ R COMUNICACIONES C POR A\\nRNC 130015572\\nCLIENTE: ANTONIO MENA ESPINAL\\nRNC CLIENTE: 05601470122\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1495909013\\nFACTURA NO.: 9089700\\nAUTORIZACION: 433616668\\nTELEFONO: 809-322-5038\\nFECHA: 07/10/2025  HORA: 16:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            828.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         1,206.50\\n    4  UNIDAD    EQUIPO ELECTRICO            14,471.96\\n----------------------------------------------\\nBASE IMPONIBLE RD$       16,506.46\\nIMPUESTO ITBIS RD$       2,971.16\\nTOTAL RD$          19,477.62\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2452280\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_009112.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101745444\",\"ncf\":\"B0166029266\",\"fecha_comprobante\":\"20240506\",\"monto_facturado_servicios\":1087.50,\"monto_facturado_bienes\":18419.50,\"itbis_facturado\":3511.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"REHENCA S A\\nREHENCA S A\\nRNC EMISOR: 101745444\\nCLIENTE: JMOC 1987 EIRL\\nRNC CLIENTE: 133564491\\nFACTURA DE CREDITO FISCAL\\nNCF B0166029266\\nFACTURA NO.: 9235270\\nAUTORIZACION: 269311810\\nTELEFONO: 809-285-8454\\nFECHA: 06/05/2024  HORA: 19:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             4,452.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,087.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         5,577.50\\n    3  UNIDAD    MATERIAL DE OFICINA          1,872.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,518.00\\n----------------------------------------------\\nSUB-TOTAL RD$       19,507.00\\nITBIS RD$       3,511.26\\nTOTAL RD$          23,018.26\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 872448\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 24968936\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101745444"],"invoice_ids":["inv_011e8ddb73d6fe51573e"],"observation_id":"obs_7ab55490adac526ff852","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.0,"augmentation_metadata":{"downscale_factor":0.612,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":1.053,"brightness_factor":0.919,"blur_sigma":0.603,"crop_applied":false,"camera_distance_factors":[0.982],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.46,"jpeg_quality":81,"documents":[{"rotation_deg":4.022,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6742721402204780442,"difficulty":"medium","split":"train"}
{"image":"images/607_009113.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"112109844\",\"ncf\":\"E453327289502\",\"fecha_comprobante\":\"20240623\",\"monto_facturado\":11735.48,\"itbis_facturado\":2112.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":13847.87,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SUCESION DE FRANCISCO MANUEL HERRERA ZAPEY\\nRNC EMISOR: 130083401\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LOS PORTALES SRL\\nRNC CLIENTE: 112109844\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453327289502\\nFACTURA NO.: 7444177\\nAUTORIZACION: 953702688\\nTELEFONO: 809-333-6578\\nFECHA: 23/06/2024  HORA: 11:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     785.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,343.98\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     365.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,241.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,735.48\\nITBIS RD$       2,112.39\\nTOTAL RD$          13,847.87\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 441465\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 47252052\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130083401"],"invoice_ids":["inv_d4f554cddee0fe12140d"],"observation_id":"obs_54e263850bfd5da398e6","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.74,"augmentation_metadata":{"downscale_factor":0.963,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.985,"brightness_factor":0.93,"blur_sigma":0.383,"crop_applied":false,"camera_distance_factors":[0.953],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.65,"jpeg_quality":87,"documents":[{"rotation_deg":1.213,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":14926107393673708229,"difficulty":"light","split":"validation"}
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{"image":"images/606_009120.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133622068\",\"ncf\":\"E444704650490\",\"fecha_comprobante\":\"20250110\",\"monto_facturado_servicios\":56400.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10152.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":15.79,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"132902564\",\"ncf\":\"B1454908270\",\"fecha_comprobante\":\"20241130\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4440.00,\"itbis_facturado\":799.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"BLACKSTONE STRATEGIES\\nBLACKSTONE STRATEGIES SRL\\nRNC: 133622068\\nCLIENTE: PIKASCARNE DOMINICANA SRL\\nRNC CLIENTE: 132604865\\nFACTURA DE CREDITO FISCAL\\nNCF E444704650490\\nFACTURA NO.: 4456516\\nAUTORIZACION: 916233320\\nTELEFONO: 809-298-2580\\nFECHA: 10/01/2025  HORA: 13:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   24  PAGINA    TRADUCCION DE DOCUMENTOS    56,400.00\\n----------------------------------------------\\nSUBTOTAL RD$       56,400.00\\nITBIS RD$      10,152.00\\nOTROS IMPUESTOS RD$      15.79\\nTOTAL RD$          66,567.79\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2696769\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 12187936\\nDETALLE DE SERVICIOS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nDE PACA MARIDALIA\\nDE PACA MARIDALIA SRL\\nRNC 132902564\\nCLIENTE: QSP QUALITY SERVICES PROVIDER SRL\\nRNC CLIENTE: 132175956\\nFACTURA DE CREDITO FISCAL\\nNCF: B1454908270\\nFACTURA NO.: 6276081\\nAUTORIZACION: 69698285\\nTELEFONO: 809-645-9996\\nFECHA: 30/11/2024  HORA: 10:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    CAMISA DE VESTIR\\n                                   2,344.00\\n    1  UNIDAD    PANTALON CASUAL\\n                                   2,096.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,440.00\\nIMPUESTO ITBIS RD$         799.20\\nTOTAL RD$           5,239.20\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1825037\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,0],"business_categories":["profesional","ropa_comercio"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133622068","132902564"],"invoice_ids":["inv_0079bd977f1288c78698","inv_2d3c5f2da2e3f5281122"],"observation_id":"obs_000cabf9f91ebbc4f99b","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.689,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.759,"brightness_factor":1.064,"blur_sigma":0.59,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.42,"jpeg_quality":72,"documents":[{"rotation_deg":-0.671,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.475,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15945342949966844030,"difficulty":"hard","split":"validation"}
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{"image":"images/607_009123.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132017714\",\"ncf\":\"E453826674097\",\"fecha_comprobante\":\"20250731\",\"monto_facturado\":56985.78,\"itbis_facturado\":10257.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":67243.22,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132402032\",\"ncf\":\"B1427699748\",\"fecha_comprobante\":\"20240708\",\"monto_facturado\":30073.79,\"itbis_facturado\":5413.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":35487.07},{\"rnc\":\"131303358\",\"ncf\":\"B0278124974\",\"fecha_comprobante\":\"20240322\",\"monto_facturado\":722542.00,\"itbis_facturado\":130057.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":852599.56,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MEGA FLORIMAR\\nRNC EMISOR: 131594581\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARILOHA RETAIL DOMINICAN REPUBLIC\\nSRL\\nRNC CLIENTE: 132017714\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453826674097\\nFACTURA NO.: 3361788\\nAUTORIZACION: 847251376\\nTELEFONO: 809-332-9858\\nFECHA: 31/07/2025  HORA: 10:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     847.98\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  28,890.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  21,024.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,223.80\\n-------------------------------------------\\nSUB-TOTAL RD$       56,985.78\\nITBIS 18% RD$      10,257.44\\nTOTAL RD$          67,243.22\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 8013412\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 69810473\\nMF\\n\\n--- FACTURA ---\\n\\nJUAN ARIEL  LOPEZ HERNANDEZ\\nRNC EMISOR: 09300178333\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LA FLORESTA SRL\\nRNC CLIENTE: 132402032\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1427699748\\nFACTURA NO.: 6089422\\nAUTORIZACION: 189541808\\nTELEFONO: 809-310-7599\\nFECHA: 08/07/2024  HORA: 20:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,709.95\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  14,152.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,157.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,468.85\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     585.99\\n-------------------------------------------\\nSUB-TOTAL RD$       30,073.79\\nIMPUESTO ITBIS RD$       5,413.28\\nTOTAL RD$          35,487.07\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 4976683\\nGRACIAS POR SU COMPRA\\nJAL\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nERMOGENE ANTONIO RAPOSO RAPOSO\\nRNC EMISOR: 03100832280\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HOSPITAL INTERNATIONAL MANAGEMENT SRL\\nRNC CLIENTE: 131303358\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0278124974\\nFACTURA NO.: 7279031\\nAUTORIZACION: 853629717\\nTELEFONO: 809-452-3199\\nFECHA: 22/03/2024  HORA: 17:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       ALQUILER DE LOCAL          579,064.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       31,313.00\\n    1  SERVICIO  COMISION INMOBILIARIA      112,165.00\\n----------------------------------------------\\nSUBTOTAL RD$      722,542.00\\nITBIS 18% RD$     130,057.56\\nTOTAL RD$         852,599.56\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7446142\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 46484126\\nDETALLE DE SERVICIOS\\nAPROBADO\"}","template_ids":[5,0,4],"business_categories":["comercio_general","comercio_general","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131594581","09300178333","03100832280"],"invoice_ids":["inv_deb9fa0a3bcff1d25113","inv_6799361c230039d26d64","inv_830a35a41313e2442b38"],"observation_id":"obs_589f2487e50ba01ef677","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.763,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.066,"brightness_factor":0.841,"blur_sigma":0.243,"crop_applied":false,"camera_distance_factors":[0.891,0.915,0.937],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":65.98,"jpeg_quality":83,"documents":[{"rotation_deg":-2.125,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.607,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.712,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MF"},{"kind":"initials","text":"JAL"},{"kind":"none","text":""}]},"num_invoices":3,"seed":5093837170361809022,"difficulty":"hard","split":"train"}
{"image":"images/606_009124.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40234338420\",\"ncf\":\"B0291689032\",\"fecha_comprobante\":\"20251023\",\"monto_facturado_servicios\":501.50,\"monto_facturado_bienes\":28002.50,\"itbis_facturado\":5130.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"MIGUEL ANGEL FERNANDEZ MEDINA\\nMIGUEL ANGEL FERNANDEZ MEDINA\\nRNC: 40234338420\\nCLIENTE: ASOCIACION DE PARCELEROS LA\\nISABELA DEL\\nRNC CLIENTE: 430272655\\nFACTURA DE CREDITO FISCAL\\nNCF: B0291689032\\nFACTURA NO.: 2409458\\nAUTORIZACION: 114948993\\nTELEFONO: 809-762-6953\\nFECHA: 23/10/2025  HORA: 19:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     501.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  28,002.50\\n-------------------------------------------\\nSUBTOTAL RD$       28,504.00\\nITBIS RD$       5,130.72\\nTOTAL RD$          33,634.72\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9504025\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40234338420"],"invoice_ids":["inv_ee09e7fc0fc4b789cb66"],"observation_id":"obs_cd87b65980efab89abc9","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":11.31,"augmentation_metadata":{"downscale_factor":0.971,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.983,"brightness_factor":0.994,"blur_sigma":0.136,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.48,"jpeg_quality":94,"documents":[{"rotation_deg":0.473,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11338823903475520864,"difficulty":"light","split":"validation"}
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{"image":"images/607_009133.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131929291\",\"ncf\":\"E447033006510\",\"fecha_comprobante\":\"20250909\",\"monto_facturado\":5854.00,\"itbis_facturado\":1053.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6907.72,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN DE JESUS GOMEZ\\nRNC EMISOR: 00107476210\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MICHAEL ANALLYS SRL\\nRNC CLIENTE: 131929291\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447033006510\\nFACTURA NO.: 2461944\\nAUTORIZACION: 776350205\\nTELEFONO: 809-522-9431\\nFECHA: 09/09/2025  HORA: 19:20\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  1,470.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                  4,384.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        5,854.00\\nIMPUESTO ITBIS RD$       1,053.72\\nTOTAL RD$           6,907.72\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 9618835\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 33799893\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00107476210"],"invoice_ids":["inv_4bd710b984281adf877f"],"observation_id":"obs_2e36b66cba35bd6a74fc","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.41,"augmentation_metadata":{"downscale_factor":0.723,"red_scale":0.971,"blue_scale":1.029,"contrast_factor":1.08,"brightness_factor":0.974,"blur_sigma":0.533,"crop_applied":true,"camera_distance_factors":[0.965],"legibility_scale_corrections":[0.0],"final_contrast_stddev":91.27,"jpeg_quality":83,"documents":[{"rotation_deg":-3.84,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7419511926639716047,"difficulty":"medium","split":"test"}
{"image":"images/606_009134.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430094498\",\"ncf\":\"E315872110971\",\"fecha_comprobante\":\"20250105\",\"monto_facturado_servicios\":153500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":27630.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"ASOCAVALJA\\nASOCIACION DE CAMIONES VOLTEOS Y DE VOLQUETAS DE\\nRNC 430094498\\nCLIENTE: ANGILDRED MICHELLE COLON FELIZ\\nRNC CLIENTE: 40214926681\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E315872110971\\nFACTURA NO.: 5456801\\nAUTORIZACION: 881546395\\nTELEFONO: 809-748-9075\\nFECHA: 05/01/2025  HORA: 11:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         90,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       63,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      153,500.00\\nITBIS RD$      27,630.00\\nTOTAL RD$         181,130.00\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 2553997\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 79154593\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[11],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430094498"],"invoice_ids":["inv_69d2cca7c1213679f420"],"observation_id":"obs_bdd579ab2b1a82290619","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":6.72,"augmentation_metadata":{"downscale_factor":0.625,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.918,"brightness_factor":1.074,"blur_sigma":0.798,"crop_applied":true,"camera_distance_factors":[0.902],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.66,"jpeg_quality":74,"documents":[{"rotation_deg":2.495,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5843497066242232269,"difficulty":"medium","split":"train"}
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{"image":"images/606_009138.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00106052145\",\"ncf\":\"B1400789959\",\"fecha_comprobante\":\"20250526\",\"monto_facturado_servicios\":181000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32580.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"ARISTIDES HERNANDEZ MOSQUEA\\nARISTIDES HERNANDEZ MOSQUEA\\nRNC 00106052145\\nCLIENTE: SOLUCIONES DAXELL EIRL\\nRNC CLIENTE: 132478851\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1400789959\\nFACTURA NO.: 8925135\\nAUTORIZACION: 359951742\\nTELEFONO: 809-409-3064\\nFECHA: 26/05/2025  HORA: 12:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  16,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  68,000.00\\n    2  DOCUMENT  REDACCION DE CONTRATO\\n                                  51,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  40,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   6,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      181,000.00\\nIMPUESTO ITBIS RD$      32,580.00\\nTOTAL RD$         213,580.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 5554828\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 45094705\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAHM\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00106052145"],"invoice_ids":["inv_7680527c308c288502b1"],"observation_id":"obs_f08a7053de8540021e27","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":8.13,"augmentation_metadata":{"downscale_factor":0.839,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":0.766,"brightness_factor":1.049,"blur_sigma":0.564,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.9,"jpeg_quality":85,"documents":[{"rotation_deg":-1.1,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AHM"}]},"num_invoices":1,"seed":2464823532012070080,"difficulty":"medium","split":"train"}
{"image":"images/607_009139.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130971145\",\"ncf\":\"B1563691727\",\"fecha_comprobante\":\"20241024\",\"monto_facturado\":112000.00,\"itbis_facturado\":20160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":132160.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANDREA AMALIA VIOLETA CASTILLO JIMENEZ\\nRNC EMISOR: 03100798663\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EMPRESA DE SERVICIOS ELECTRICOS Y CIVIL\\nRNC CLIENTE: 130971145\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1563691727\\nFACTURA NO.: 4617671\\nAUTORIZACION: 470066799\\nTELEFONO: 809-280-8878\\nFECHA: 24/10/2024  HORA: 09:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         64,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      16,000.00\\n    1  SERVICIO  ASESORIA TECNICA             6,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       26,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      112,000.00\\nITBIS RD$      20,160.00\\nTOTAL RD$         132,160.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2349669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 49144901\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nVERIFICADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03100798663"],"invoice_ids":["inv_04acf9754f0dd447afe7"],"observation_id":"obs_d08d588898c5c98c1337","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.79,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":0.852,"brightness_factor":1.093,"blur_sigma":0.484,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":80,"documents":[{"rotation_deg":-0.943,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15469156012568045218,"difficulty":"hard","split":"test"}
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{"image":"images/607_009141.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101040173\",\"ncf\":\"B1513462258\",\"fecha_comprobante\":\"20250113\",\"monto_facturado\":18367.90,\"itbis_facturado\":3306.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":21674.12,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ANA CECILIA GARCIA SANTOS\\nRNC EMISOR: 00103552147\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RANCHOS LAS CAONAS S A\\nRNC CLIENTE: 101040173\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1513462258\\nFACTURA NO.: 1120816\\nAUTORIZACION: 408914616\\nTELEFONO: 809-227-4658\\nFECHA: 13/01/2025  HORA: 14:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,914.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,905.95\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  12,325.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     700.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     522.95\\n-------------------------------------------\\nSUB-TOTAL RD$       18,367.90\\nITBIS RD$       3,306.22\\nTOTAL RD$          21,674.12\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4243555\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 63406240\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nACG\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00103552147"],"invoice_ids":["inv_674ddb932bad0b457bd0"],"observation_id":"obs_fa3319e9c6434ebfac5c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.86,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.017,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.33,"jpeg_quality":96,"documents":[{"rotation_deg":0.018,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ACG"}]},"num_invoices":1,"seed":9413873764191551208,"difficulty":"clean","split":"train"}
{"image":"images/606_009142.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133042959\",\"ncf\":\"B1415210371\",\"fecha_comprobante\":\"20250111\",\"monto_facturado_servicios\":26155.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4708.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"05601413403\",\"ncf\":\"E441975273646\",\"fecha_comprobante\":\"20240528\",\"monto_facturado_servicios\":21500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":3870.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ROMPLON AGRICOLA\\nROMPLON AGRICOLA SRL\\nRNC: 133042959\\nCLIENTE: P E PLOMELECTRIC SRL\\nRNC CLIENTE: 131040977\\nFACTURA DE CREDITO FISCAL\\nNCF B1415210371\\nFACTURA NO.: 5772047\\nAUTORIZACION: 612723195\\nTELEFONO: 809-478-5149\\nFECHA: 11/01/2025  HORA: 14:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA         26,155.99\\n----------------------------------------------\\nSUB-TOTAL RD$       26,155.99\\nIMPUESTO ITBIS RD$       4,708.08\\nTOTAL RD$          30,864.07\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 3926010\\nGRACIAS POR SU COMPRA\\nRA\\nVerificado\\n\\n--- FACTURA ---\\n\\nLA COCINA DE GLENNY\\nALTAGRACIA MORA GARCIA\\nRNC: 05601413403\\nCLIENTE: TASK ENTERPRISES S A\\nRNC CLIENTE: 112106871\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E441975273646\\nFACTURA NO.: 9276950\\nAUTORIZACION: 817119503\\nTELEFONO: 809-664-8448\\nFECHA: 28/05/2024  HORA: 14:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  21,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       21,500.00\\nITBIS 18% RD$       3,870.00\\nTOTAL RD$          25,370.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5480303\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 95068916\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nLCD\\nArchivado\"}","template_ids":[3,5],"business_categories":["agricultura","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133042959","05601413403"],"invoice_ids":["inv_5268482652c750d016dd","inv_fddd7057af54b460f9fd"],"observation_id":"obs_37e907f3ad4490d11f92","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.39,"augmentation_metadata":{"downscale_factor":0.912,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":0.985,"brightness_factor":1.002,"blur_sigma":0.089,"crop_applied":false,"camera_distance_factors":[0.881,0.929],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":47.05,"jpeg_quality":96,"documents":[{"rotation_deg":-1.215,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.385,"perspective":0.015,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"initials","text":"RA"},{"kind":"initials","text":"LCD"}]},"num_invoices":2,"seed":4184147442481790501,"difficulty":"medium","split":"train"}
{"image":"images/607_009143.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132789662\",\"ncf\":\"E445921645117\",\"fecha_comprobante\":\"20251123\",\"monto_facturado\":33313.49,\"itbis_facturado\":5996.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":39309.92,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VARESCRUZ TECHNOLOGY\\nRNC EMISOR: 131559672\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALBERT STORE ASRD SRL\\nRNC CLIENTE: 132789662\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445921645117\\nFACTURA NO.: 0740699\\nAUTORIZACION: 990693661\\nTELEFONO: 809-290-3081\\nFECHA: 23/11/2025  HORA: 18:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA            461.99\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,667.50\\n    4  UNIDAD    EQUIPO ELECTRICO             6,276.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,688.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO        20,220.00\\n----------------------------------------------\\nSUB-TOTAL RD$       33,313.49\\nITBIS 18% RD$       5,996.43\\nTOTAL RD$          39,309.92\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4594807\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 31423099\\nRESUMEN\\nARCHIVADO\"}","template_ids":[12],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131559672"],"invoice_ids":["inv_87d12172bb2a00579062"],"observation_id":"obs_3a52036c8330bafc98ea","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.71,"augmentation_metadata":{"downscale_factor":0.85,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.991,"brightness_factor":0.984,"blur_sigma":0.262,"crop_applied":false,"camera_distance_factors":[0.922],"legibility_scale_corrections":[0.0],"final_contrast_stddev":76.55,"jpeg_quality":85,"documents":[{"rotation_deg":-3.736,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18298670509977020217,"difficulty":"medium","split":"train"}
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{"image":"images/607_009145.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40221695246\",\"ncf\":\"B1502167607\",\"fecha_comprobante\":\"20250210\",\"monto_facturado\":158895.00,\"itbis_facturado\":28601.10,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":187496.10,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"01200816922\",\"ncf\":\"E459565923971\",\"fecha_comprobante\":\"20241122\",\"monto_facturado\":203500.00,\"itbis_facturado\":36630.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":240130.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NAIRON\\nRNC EMISOR: 133609691\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISLENNY AMPARO GUZMAN MARTINEZ\\nRNC CLIENTE: 40221695246\\nFACTURA DE CREDITO FISCAL\\nNCF B1502167607\\nFACTURA NO.: 7486649\\nAUTORIZACION: 943683466\\nTELEFONO: 809-626-4423\\nFECHA: 10/02/2025  HORA: 18:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   15  PAGINA    TRADUCCION DE DOCUMENTOS    16,395.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   17,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   90,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       35,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      158,895.00\\nIMPUESTO ITBIS RD$      28,601.10\\nTOTAL RD$         187,496.10\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6290053\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 34222107\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nRAFAEL DIAZ GROUP\\nRNC EMISOR: 130995257\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NATALIES VALDEZ\\nRNC CLIENTE: 01200816922\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E459565923971\\nFACTURA NO.: 3832514\\nAUTORIZACION: 718997764\\nTELEFONO: 809-415-3709\\nFECHA: 22/11/2024  HORA: 19:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  87,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  17,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  20,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  34,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  44,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      203,500.00\\nIMPUESTO ITBIS RD$      36,630.00\\nTOTAL RD$         240,130.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5483615\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,0],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133609691","130995257"],"invoice_ids":["inv_a61531945331085b0eb9","inv_eb502f6d8e20f4cc3894"],"observation_id":"obs_adffbdc6b96e23cc0834","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":0.819,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":0.829,"brightness_factor":1.006,"blur_sigma":0.642,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.0,"jpeg_quality":76,"documents":[{"rotation_deg":0.011,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.03,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":16733681723112508411,"difficulty":"hard","split":"train"}
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{"image":"images/607_009147.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"424002533\",\"ncf\":\"B1535927145\",\"fecha_comprobante\":\"20250815\",\"monto_facturado\":330.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":330.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE RAMON MARTINEZ VERAS\\nRNC EMISOR: 11600006180\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MINISTERIO MISIONERO HAY VIDA EN JESUS\\nRNC CLIENTE: 424002533\\nFACTURA DE CREDITO FISCAL\\nNCF: B1535927145\\nFACTURA NO.: 8980582\\nAUTORIZACION: 393013168\\nTELEFONO: 809-712-1147\\nFECHA: 15/08/2025  HORA: 16:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  PAQUETE   ESPAGUETIS PAQUETE 400 G       330.00\\n----------------------------------------------\\nSUBTOTAL RD$          330.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             330.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 6439191\\nGRACIAS POR SU COMPRA\"}","template_ids":[3],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated"]],"issuer_rncs":["11600006180"],"invoice_ids":["inv_9f9245ae682e83acfdb1"],"observation_id":"obs_ec7eb164e55522e13941","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":7.04,"augmentation_metadata":{"downscale_factor":0.86,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.029,"brightness_factor":1.003,"blur_sigma":0.145,"crop_applied":false,"camera_distance_factors":[0.908],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.36,"jpeg_quality":87,"documents":[{"rotation_deg":0.514,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15580765137845617698,"difficulty":"light","split":"test"}
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{"image":"images/607_009151.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131431542\",\"ncf\":\"B1554075741\",\"fecha_comprobante\":\"20251230\",\"monto_facturado\":2012.00,\"itbis_facturado\":362.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":2374.16,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VASPA AGRICOLA C POR A\\nRNC EMISOR: 104013697\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SANTANA INVESTMENTS SRL\\nRNC CLIENTE: 131431542\\nFACTURA DE CREDITO FISCAL\\nNCF: B1554075741\\nFACTURA NO.: 4580201\\nAUTORIZACION: 644168147\\nTELEFONO: 809-348-5765\\nFECHA: 30/12/2025  HORA: 08:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,012.00\\n-------------------------------------------\\nSUB-TOTAL RD$        2,012.00\\nIMPUESTO ITBIS RD$         362.16\\nTOTAL RD$           2,374.16\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 478688\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 14570498\\nOK\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["104013697"],"invoice_ids":["inv_2d091ae86358d8b79a10"],"observation_id":"obs_fe78142bffcf7f17dfc9","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":10.49,"augmentation_metadata":{"downscale_factor":0.836,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":1.109,"brightness_factor":1.025,"blur_sigma":0.389,"crop_applied":false,"camera_distance_factors":[0.997],"legibility_scale_corrections":[0.0],"final_contrast_stddev":92.81,"jpeg_quality":77,"documents":[{"rotation_deg":3.181,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10999509167098990146,"difficulty":"medium","split":"train"}
{"image":"images/606_009152.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02500257056\",\"ncf\":\"E448418630126\",\"fecha_comprobante\":\"20241106\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1397.74,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"03800110953\",\"ncf\":\"B0164954521\",\"fecha_comprobante\":\"20251112\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5181.00,\"itbis_facturado\":766.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"COLMADO ESQUINA CALIENTE\\nRAMON FULGENCIO RODRIGUEZ\\nRNC EMISOR: 02500257056\\nCLIENTE: FELIX VIDAL MENDEZ AGRAMONTE\\nRNC CLIENTE: 01000099786\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E448418630126\\nFACTURA NO.: 7842182\\nAUTORIZACION: 490513014\\nTELEFONO: 809-834-4415\\nFECHA: 06/11/2024  HORA: 17:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                      63.99\\n  4.5  LIBRA     POLLO FRESCO LIBRA\\n                                     402.75\\n    3  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     366.00\\n  2.5  LIBRA     SALAMI SUPER ESPECIAL\\n                 LIBRA\\n                                     565.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,397.74\\nITBIS RD$           0.00\\nTOTAL RD$           1,397.74\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5614167\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 93137651\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nSUPER COLMADO PEPE\\nPASCUAL BEARD VASQUEZ\\nRNC: 03800110953\\nCLIENTE: UPUAN SRL\\nRNC CLIENTE: 132988191\\nFACTURA DE CREDITO FISCAL\\nNCF B0164954521\\nFACTURA NO.: 1632406\\nAUTORIZACION: 46971518\\nTELEFONO: 809-587-2647\\nFECHA: 12/11/2025  HORA: 19:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ACEITE VEGETAL 1 GAL\\n                                   2,406.00\\n    1  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                     257.00\\n    5  LIBRA     CAFE MOLIDO 1 LB\\n                                   1,855.00\\n    3  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     663.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,181.00\\nITBIS 18% RD$         766.98\\nTOTAL RD$           5,947.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 7823183\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 72453391\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,0],"business_categories":["colmado_alimentos","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["02500257056","03800110953"],"invoice_ids":["inv_0c32f65c451bec7e7bf9","inv_a41fff474af767e45b48"],"observation_id":"obs_c80a77b1545f4f62dbf5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":5.68,"augmentation_metadata":{"downscale_factor":0.678,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.879,"brightness_factor":0.955,"blur_sigma":0.413,"crop_applied":false,"camera_distance_factors":[0.939,0.904],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":61.51,"jpeg_quality":86,"documents":[{"rotation_deg":2.367,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.279,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5972283919112065262,"difficulty":"medium","split":"train"}
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{"image":"images/606_009154.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"01200933024\",\"ncf\":\"B0208623648\",\"fecha_comprobante\":\"20241028\",\"monto_facturado_servicios\":1396.50,\"monto_facturado_bienes\":14332.00,\"itbis_facturado\":2831.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133752263\",\"ncf\":\"E311154493483\",\"fecha_comprobante\":\"20250711\",\"monto_facturado_servicios\":9065.99,\"monto_facturado_bienes\":4731.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"40236050742\",\"ncf\":\"E313211308406\",\"fecha_comprobante\":\"20250503\",\"monto_facturado_servicios\":1604.00,\"monto_facturado_bienes\":34631.95,\"itbis_facturado\":6522.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"430316555\",\"ncf\":\"E329350414261\",\"fecha_comprobante\":\"20240729\",\"monto_facturado_servicios\":141000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":25380.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MELVIN GOMERA VALENZUELA\\nMELVIN GOMERA VALENZUELA\\nRNC: 01200933024\\nCLIENTE: ARORESCABAR SRL\\nRNC CLIENTE: 132829913\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0208623648\\nFACTURA NO.: 5646408\\nAUTORIZACION: 761280477\\nTELEFONO: 809-640-6692\\nFECHA: 28/10/2024  HORA: 13:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,396.50\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,290.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,042.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       15,728.50\\nITBIS 18% RD$       2,831.13\\nTOTAL RD$          18,559.63\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4741506\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 73053833\\n\\n--- FACTURA ---\\n\\nJAEA DOM CONSTRUCTIONS\\nJAEA DOM CONSTRUCTIONS SRL\\nRNC: 133752263\\nCLIENTE: JOSE RAFAEL POLO SANTANA\\nRNC CLIENTE: 00500275706\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311154493483\\nFACTURA NO.: 9234012\\nAUTORIZACION: 678229944\\nTELEFONO: 809-798-4137\\nFECHA: 11/07/2025  HORA: 13:52\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS\\n                                                  2,500.00\\n    3  UNIDAD    CERRADURA DE POMO\\n                                                  2,658.00\\n   15  LIBRA     ALAMBRE DULCE CALIBRE 18\\n                                                  1,695.00\\n    9  UNIDAD    CODO PVC 1/2 PULGADA\\n                                                    378.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                                  6,565.99\\n----------------------------------------------------------\\nSUB-TOTAL RD$       13,796.99\\nITBIS RD$           0.00\\nTOTAL RD$          13,796.99\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 3857004\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 44515813\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nHENRY FELIPE HARRIS BAEZ\\nHENRY FELIPE HARRIS BAEZ\\nRNC EMISOR: 40236050742\\nCLIENTE: EDISON JAVIER MINAYA VENTURA\\nRNC CLIENTE: 03300374513\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E313211308406\\nFACTURA NO.: 0103825\\nAUTORIZACION: 301021864\\nTELEFONO: 809-514-2318\\nFECHA: 03/05/2025  HORA: 09:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,916.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,674.95\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,925.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,604.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  22,116.00\\n-------------------------------------------\\nSUBTOTAL RD$       36,235.95\\nITBIS RD$       6,522.47\\nTOTAL RD$          42,758.42\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4189650\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 53852868\\n\\n--- FACTURA ---\\n\\nMISSION 25 35 FOUNDATION\\nMISSION 25 35 FOUNDATION\\nRNC EMISOR: 430316555\\nCLIENTE: POWER ONE LIMITED\\nRNC CLIENTE: 130034753\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E329350414261\\nFACTURA NO.: 4899692\\nAUTORIZACION: 162224753\\nTELEFONO: 809-218-2908\\nFECHA: 29/07/2024  HORA: 09:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  63,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  20,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  27,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  30,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      141,000.00\\nITBIS RD$      25,380.00\\nTOTAL RD$         166,380.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 9544569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 63057902\\nOK\"}","template_ids":[1,9,0,5],"business_categories":["comercio_general","construccion_ferreteria","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["01200933024","133752263","40236050742","430316555"],"invoice_ids":["inv_4a60ae0f07eed08bbbc9","inv_18755548dd45b2b26ec8","inv_6674ba488c2b7a9d2825","inv_dd529eb2c136a3934bc1"],"observation_id":"obs_81125baa32872ff17d4a","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":4.15,"augmentation_metadata":{"downscale_factor":0.916,"red_scale":1.039,"blue_scale":0.961,"contrast_factor":1.015,"brightness_factor":0.997,"blur_sigma":0.106,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":46.39,"jpeg_quality":88,"documents":[{"rotation_deg":0.384,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.778,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.506,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.661,"perspective":0.004,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":16739955247699365573,"difficulty":"very_hard","split":"train"}
{"image":"images/607_009155.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101020202\",\"ncf\":\"B1544772449\",\"fecha_comprobante\":\"20250303\",\"monto_facturado\":50995.47,\"itbis_facturado\":9179.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":60174.65,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EMPRESAS ARENDAL S A DE C V\\nRNC EMISOR: 430303313\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUTORA SOSA CXA\\nRNC CLIENTE: 101020202\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1544772449\\nFACTURA NO.: 4183898\\nAUTORIZACION: 972070646\\nTELEFONO: 809-267-2656\\nFECHA: 03/03/2025  HORA: 16:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,726.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  28,347.50\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,062.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,713.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   3,146.97\\n-------------------------------------------\\nSUB-TOTAL RD$       50,995.47\\nIMPUESTO ITBIS RD$       9,179.18\\nTOTAL RD$          60,174.65\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2246230\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430303313"],"invoice_ids":["inv_bd4a310a5126b0eda9c1"],"observation_id":"obs_48da48c4847c4b58f011","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":9.74,"augmentation_metadata":{"downscale_factor":0.769,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.845,"brightness_factor":1.021,"blur_sigma":0.212,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":82.01,"jpeg_quality":80,"documents":[{"rotation_deg":1.073,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":3405877431011737367,"difficulty":"hard","split":"validation"}
{"image":"images/606_009156.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131137725\",\"ncf\":\"E457969138232\",\"fecha_comprobante\":\"20241221\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2557.98,\"itbis_facturado\":460.44,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"112101312\",\"ncf\":\"E454476826570\",\"fecha_comprobante\":\"20240903\",\"monto_facturado_servicios\":1447.99,\"monto_facturado_bienes\":26304.00,\"itbis_facturado\":4995.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"133680582\",\"ncf\":\"B0237293456\",\"fecha_comprobante\":\"20241107\",\"monto_facturado_servicios\":2993.99,\"monto_facturado_bienes\":42045.80,\"itbis_facturado\":8107.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"SIGNER\\nSIGNER SRL\\nRNC 131137725\\nCLIENTE: METAL MECANICA MACORIS SRL\\nRNC CLIENTE: 131104312\\nFACTURA DE CREDITO FISCAL\\nNCF: E457969138232\\nFACTURA NO.: 4424436\\nAUTORIZACION: 930504881\\nTELEFONO: 809-831-4129\\nFECHA: 21/12/2024  HORA: 08:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            334.00\\n    2  UNIDAD    EQUIPO ELECTRICO             2,223.98\\n----------------------------------------------\\nSUB-TOTAL RD$        2,557.98\\nITBIS RD$         460.44\\nTOTAL RD$           3,018.42\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1127340\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 80381466\\n\\n--- FACTURA ---\\n\\nCAMSTAR INC\\nCAMSTAR INC\\nRNC: 112101312\\nCLIENTE: EURODOM S A\\nRNC CLIENTE: 101162295\\nFACTURA DE CREDITO FISCAL\\nNCF E454476826570\\nFACTURA NO.: 3271812\\nAUTORIZACION: 782482760\\nTELEFONO: 809-239-8687\\nFECHA: 03/09/2024  HORA: 20:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  25,428.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,447.99\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     876.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,751.99\\nITBIS RD$       4,995.36\\nTOTAL RD$          32,747.35\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3270980\\nGRACIAS POR SU COMPRA\\nCI\\nREVISADO\\n\\n--- FACTURA ---\\n\\nLOGISTICA GARDEN HILLS\\nLOGISTICA GARDEN HILLS SRL\\nRNC: 133680582\\nCLIENTE: MARTIN BALBUENA AYACA\\nRNC CLIENTE: 00107223471\\nFACTURA DE CREDITO FISCAL\\nNCF: B0237293456\\nFACTURA NO.: 8412868\\nAUTORIZACION: 936922179\\nTELEFONO: 809-686-6488\\nFECHA: 07/11/2024  HORA: 09:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    FILTRO DE ACEITE             1,562.00\\n    4  UNIDAD    ACEITE DE MOTOR              2,700.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     2,993.99\\n    4  UNIDAD    BATERIA AUTOMOTRIZ          37,783.80\\n----------------------------------------------\\nBASE IMPONIBLE RD$       45,039.79\\nIMPUESTO ITBIS RD$       8,107.16\\nTOTAL RD$          53,146.95\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 9222019\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 66144998\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nPROCESADO\"}","template_ids":[2,5,10],"business_categories":["comercio_general","comercio_general","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131137725","112101312","133680582"],"invoice_ids":["inv_d49f3c814870321fe92f","inv_ee10e962ef5180e434d7","inv_65002aae923d3917de27"],"observation_id":"obs_795bcf28a377b2cb2a3f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.53,"augmentation_metadata":{"downscale_factor":0.766,"red_scale":0.979,"blue_scale":1.021,"contrast_factor":0.958,"brightness_factor":0.884,"blur_sigma":0.558,"crop_applied":false,"camera_distance_factors":[0.88,0.929,0.955],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.63,"jpeg_quality":80,"documents":[{"rotation_deg":1.536,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.445,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.597,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"CI"},{"kind":"none","text":""}]},"num_invoices":3,"seed":6809912417396649387,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 71278144\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nBILLAR VENTURA 18\\nRNC EMISOR: 133669501\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUIS MANUEL INDUSTRIAL C POR A\\nRNC CLIENTE: 130093598\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1507375170\\nFACTURA NO.: 5343411\\nAUTORIZACION: 861157651\\nTELEFONO: 809-577-2451\\nFECHA: 08/04/2024  HORA: 14:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   43,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       43,000.00\\nITBIS 18% RD$       7,740.00\\nTOTAL RD$          50,740.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 4829480\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 19526175\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nURGELL\\nRNC EMISOR: 101796901\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: A & M EMPRESARIAL SRL\\nRNC CLIENTE: 122024468\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1595059656\\nFACTURA NO.: 3399154\\nAUTORIZACION: 314265443\\nTELEFONO: 809-758-1852\\nFECHA: 12/02/2025  HORA: 09:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  DOCUMENT  REDACCION DE CONTRATO       69,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       69,000.00\\nITBIS RD$      12,420.00\\nTOTAL RD$          81,420.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7735317\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009169.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130731179\",\"ncf\":\"E459543093798\",\"fecha_comprobante\":\"20250401\",\"monto_facturado\":129000.00,\"itbis_facturado\":23220.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":47382.23,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":104837.77,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EASY WORLD CONNECTION SRL\\nRNC EMISOR: 130584907\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPERIAL IMPORT SRL\\nRNC CLIENTE: 130731179\\nFACTURA DE CREDITO FISCAL\\nNCF: E459543093798\\nFACTURA NO.: 4896241\\nAUTORIZACION: 912380542\\nTELEFONO: 809-746-4176\\nFECHA: 01/04/2025  HORA: 15:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       52,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      17,000.00\\n    1  CASO      REPRESENTACION LEGAL        60,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      129,000.00\\nITBIS 18% RD$      23,220.00\\nTOTAL RD$         152,220.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 8900573\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 60309616\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130584907"],"invoice_ids":["inv_0fc21a7a87259e9648bd"],"observation_id":"obs_6c914486769d97684ca8","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":9.7,"augmentation_metadata":{"downscale_factor":0.768,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.007,"brightness_factor":0.902,"blur_sigma":0.43,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.05,"jpeg_quality":87,"documents":[{"rotation_deg":1.356,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11252694891820419784,"difficulty":"hard","split":"train"}
{"image":"images/606_009170.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"102020051\",\"ncf\":\"B0205098488\",\"fecha_comprobante\":\"20250807\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4243.50,\"itbis_facturado\":763.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"D` HOTEL Y RESTAURANT S A\\nD` HOTEL Y RESTAURANT S A\\nRNC 102020051\\nCLIENTE: COMERCIALIZADORA MARRERO PIÑA SRL\\nRNC CLIENTE: 130969469\\nFACTURA DE CREDITO FISCAL\\nNCF: B0205098488\\nFACTURA NO.: 0872193\\nAUTORIZACION: 86696969\\nTELEFONO: 809-836-1582\\nFECHA: 07/08/2025  HORA: 15:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,243.50\\n-------------------------------------------\\nSUBTOTAL RD$        4,243.50\\nIMPUESTO ITBIS RD$         763.83\\nTOTAL RD$           5,007.33\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 738019\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 82827775\\nENTREGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["102020051"],"invoice_ids":["inv_fe00d716226b7ee4cad9"],"observation_id":"obs_d94c3111a7afec1392eb","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":9.73,"augmentation_metadata":{"downscale_factor":0.914,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":1.1,"brightness_factor":0.973,"blur_sigma":0.167,"crop_applied":false,"camera_distance_factors":[0.956],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.66,"jpeg_quality":93,"documents":[{"rotation_deg":1.63,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10544595243960145164,"difficulty":"light","split":"train"}
{"image":"images/607_009171.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131330428\",\"ncf\":\"B0133290594\",\"fecha_comprobante\":\"20240726\",\"monto_facturado\":38500.00,\"itbis_facturado\":6930.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":45430.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONSORCIO AF XXI CONSULTORES RD\\nRNC EMISOR: 133728402\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ENLACE COMERCIAL VOLTREX SRL\\nRNC CLIENTE: 131330428\\nFACTURA DE CREDITO FISCAL\\nNCF: B0133290594\\nFACTURA NO.: 1519127\\nAUTORIZACION: 254963814\\nTELEFONO: 809-887-5465\\nFECHA: 26/07/2024  HORA: 09:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   26,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       38,500.00\\nITBIS 18% RD$       6,930.00\\nTOTAL RD$          45,430.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4378729\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133728402"],"invoice_ids":["inv_6dbd510e35f4c95cd1c4"],"observation_id":"obs_e782529f338b01006f75","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":7.45,"augmentation_metadata":{"downscale_factor":0.7,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":1.103,"brightness_factor":1.059,"blur_sigma":0.531,"crop_applied":false,"camera_distance_factors":[0.977],"legibility_scale_corrections":[0.0],"final_contrast_stddev":87.89,"jpeg_quality":84,"documents":[{"rotation_deg":1.383,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4516371817555412410,"difficulty":"medium","split":"test"}
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{"image":"images/607_009179.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133268264\",\"ncf\":\"B1409177462\",\"fecha_comprobante\":\"20240526\",\"monto_facturado\":7191.00,\"itbis_facturado\":1294.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8485.38,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101121343\",\"ncf\":\"E442430144764\",\"fecha_comprobante\":\"20240401\",\"monto_facturado\":1645.50,\"itbis_facturado\":296.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1941.69,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SPORT NUTRITION CENTER S A\\nRNC EMISOR: 101622849\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DISTRIBUIDORA AGROPECUARIA SARANTE\\nAA S\\nRNC CLIENTE: 133268264\\nFACTURA DE CREDITO FISCAL\\nNCF B1409177462\\nFACTURA NO.: 8424161\\nAUTORIZACION: 741924729\\nTELEFONO: 809-559-4981\\nFECHA: 26/05/2024  HORA: 12:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,362.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   5,190.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     639.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,191.00\\nIMPUESTO ITBIS RD$       1,294.38\\nTOTAL RD$           8,485.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9962651\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 49981877\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSNC\\n\\n--- FACTURA ---\\n\\nMARIA MINAYA CONTRERAS DE BAUTISTA\\nRNC EMISOR: 04300001882\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AXIOMA TALLER PUBLICITARIA CXA\\nRNC CLIENTE: 101121343\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E442430144764\\nFACTURA NO.: 0561128\\nAUTORIZACION: 167205265\\nTELEFONO: 809-285-7086\\nFECHA: 01/04/2024  HORA: 09:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  LIBRA     CAFE MOLIDO 1 LB\\n                                     297.50\\n    2  UNIDAD    DETERGENTE EN POLVO\\n                                     632.00\\n    3  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     276.00\\n    4  GALON     CLORO LIQUIDO 1 GALON\\n                                     440.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,645.50\\nITBIS RD$         296.19\\nTOTAL RD$           1,941.69\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6880266\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 20331353\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCompra almacen\"}","template_ids":[5,0],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101622849","04300001882"],"invoice_ids":["inv_4d83728add69c20ceead","inv_ccb312277fa992927d53"],"observation_id":"obs_1df62be0925a300c79f6","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":6.61,"augmentation_metadata":{"downscale_factor":0.743,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.863,"brightness_factor":1.023,"blur_sigma":0.318,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.73,"jpeg_quality":87,"documents":[{"rotation_deg":-0.105,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.707,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SNC"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":4346792583437316348,"difficulty":"hard","split":"train"}
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{"image":"images/606_009188.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130882789\",\"ncf\":\"E325554348328\",\"fecha_comprobante\":\"20241030\",\"monto_facturado_servicios\":1582.50,\"monto_facturado_bienes\":27948.48,\"itbis_facturado\":5315.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"POCHEFARMAX\\nPOCHEFARMAX SRL\\nRNC 130882789\\nCLIENTE: LA FABULOSA S A\\nRNC CLIENTE: 101031131\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325554348328\\nFACTURA NO.: 4371524\\nAUTORIZACION: 74472570\\nTELEFONO: 809-240-7687\\nFECHA: 30/10/2024  HORA: 18:09\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,515.98\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   9,797.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  16,635.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,582.50\\n-------------------------------------------\\nSUBTOTAL RD$       29,530.98\\nITBIS RD$       5,315.58\\nTOTAL RD$          34,846.56\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 4458250\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 34993325\\nCOPIA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130882789"],"invoice_ids":["inv_bf8eccbd2c7471ff563f"],"observation_id":"obs_74aa73917dcdb1fd18fb","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":9.04,"augmentation_metadata":{"downscale_factor":0.975,"red_scale":0.958,"blue_scale":1.042,"contrast_factor":0.954,"brightness_factor":0.98,"blur_sigma":0.055,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":42.86,"jpeg_quality":96,"documents":[{"rotation_deg":0.743,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11891239329385302622,"difficulty":"light","split":"train"}
{"image":"images/607_009189.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600010777\",\"ncf\":\"B0196523387\",\"fecha_comprobante\":\"20240525\",\"monto_facturado\":20406.00,\"itbis_facturado\":3673.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":24079.08,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CIEMES AUTO IMPORT\\nRNC EMISOR: 133511772\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JAIME FRANCISCO MARTE\\nRNC CLIENTE: 02600010777\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0196523387\\nFACTURA NO.: 3468143\\nAUTORIZACION: 627557317\\nTELEFONO: 809-752-6882\\nFECHA: 25/05/2024  HORA: 13:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   3,522.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   2,241.00\\n    1  SERVICIO  REPARACION MECANICA\\n                                   8,162.00\\n    2  UNIDAD    FILTRO DE ACEITE\\n                                   1,350.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                   5,131.00\\n-------------------------------------------\\nSUBTOTAL RD$       20,406.00\\nITBIS RD$       3,673.08\\nTOTAL RD$          24,079.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 5867006\\nGRACIAS POR SU COMPRA\\nCargo a oficina\"}","template_ids":[5],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["133511772"],"invoice_ids":["inv_1249d306275961952098"],"observation_id":"obs_fc4da8f201b6da14943a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":9.89,"augmentation_metadata":{"downscale_factor":0.945,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.953,"brightness_factor":1.015,"blur_sigma":0.152,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.51,"jpeg_quality":95,"documents":[{"rotation_deg":0.348,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6368553557876878156,"difficulty":"light","split":"validation"}
{"image":"images/606_009190.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04701918023\",\"ncf\":\"B0118444112\",\"fecha_comprobante\":\"20240429\",\"monto_facturado_servicios\":1077.99,\"monto_facturado_bienes\":10401.98,\"itbis_facturado\":2066.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"STALYN RAUL LOPEZ REINOSO\\nSTALYN RAUL LOPEZ REINOSO\\nRNC: 04701918023\\nCLIENTE: COMODIN MARKET PLACES SRL\\nRNC CLIENTE: 131945181\\nFACTURA DE CREDITO FISCAL\\nNCF: B0118444112\\nFACTURA NO.: 4439589\\nAUTORIZACION: 161280747\\nTELEFONO: 809-205-8105\\nFECHA: 29/04/2024  HORA: 13:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,077.99\\n    2  UNIDAD    REPUESTO Y ACCESORIO         6,271.98\\n    5  UNIDAD    MATERIAL DE OFICINA          4,130.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,479.97\\nITBIS RD$       2,066.39\\nTOTAL RD$          13,546.36\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 2376821\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["04701918023"],"invoice_ids":["inv_cf74ec0a387129813c35"],"observation_id":"obs_25b98db848080a82333b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":9.94,"augmentation_metadata":{"downscale_factor":0.893,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.662,"brightness_factor":1.081,"blur_sigma":0.356,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.67,"jpeg_quality":89,"documents":[{"rotation_deg":0.258,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12849883924844311841,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 57117661\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOLMADON Y COMPRA VENTA RODRIGUEZ\\nRNC EMISOR: 03300173527\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MI PARRILLADA LR SRL\\nRNC CLIENTE: 131200877\\nFACTURA DE CREDITO FISCAL\\nNCF B0202850860\\nFACTURA NO.: 7737146\\nAUTORIZACION: 253167117\\nTELEFONO: 809-290-8278\\nFECHA: 12/04/2024  HORA: 12:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            956.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,585.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,541.00\\nITBIS RD$         457.38\\nTOTAL RD$           2,998.38\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 390709\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 33763627\\n\\n--- FACTURA ---\\n\\nLUMAC INVESTMENT\\nRNC EMISOR: 131552595\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BUFETE GONZALEZ HERNANDEZ S A\\nRNC CLIENTE: 101644232\\nFACTURA DE CREDITO FISCAL\\nNCF B0139014800\\nFACTURA NO.: 8909819\\nAUTORIZACION: 420031825\\nTELEFONO: 809-580-9601\\nFECHA: 13/08/2024  HORA: 14:04\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     258.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     410.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,433.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,603.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        3,704.50\\nIMPUESTO ITBIS RD$         666.81\\nTOTAL RD$           4,371.31\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 8600100\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 24532037\\nOK\\n\\n--- FACTURA ---\\n\\nROXANNA RAMIREZ FRANCO\\nRNC EMISOR: 00110255262\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION INFANTO JUVENIL DE TAMAYO\\nRNC CLIENTE: 430118974\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E312728236547\\nFACTURA NO.: 8401523\\nAUTORIZACION: 797477319\\nTELEFONO: 809-846-3223\\nFECHA: 29/10/2024  HORA: 10:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  AJUSTE Y CONFECCION          2,652.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        2,652.00\\nIMPUESTO ITBIS RD$         477.36\\nTOTAL RD$           3,129.36\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 5298835\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,13,5,3],"business_categories":["inmobiliario","comercio_general","comercio_general","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["00117223396","03300173527","131552595","00110255262"],"invoice_ids":["inv_150d7c38ecd4b9517a72","inv_ff05f251f3d043abe479","inv_01e15254273374d398bc","inv_f9a0c84224cf7427bc0d"],"observation_id":"obs_1a3c067977f2b60d289b","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.646,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.827,"brightness_factor":1.031,"blur_sigma":0.416,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.02,"jpeg_quality":80,"documents":[{"rotation_deg":0.988,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.525,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.278,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.248,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":11944579517172088440,"difficulty":"very_hard","split":"train"}
{"image":"images/606_009202.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132682718\",\"ncf\":\"E314089816391\",\"fecha_comprobante\":\"20250204\",\"monto_facturado_servicios\":722.00,\"monto_facturado_bienes\":18279.05,\"itbis_facturado\":3420.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":57.49,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"102325731\",\"ncf\":\"E320560764289\",\"fecha_comprobante\":\"20240511\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":10125.00,\"itbis_facturado\":1822.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"131073573\",\"ncf\":\"B1517657883\",\"fecha_comprobante\":\"20250226\",\"monto_facturado_servicios\":357.00,\"monto_facturado_bienes\":7020.00,\"itbis_facturado\":1327.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"LE3\\nLE3 SRL\\nRNC EMISOR: 132682718\\nCLIENTE: BETACOR SRL\\nRNC CLIENTE: 132864182\\nFACTURA DE CREDITO FISCAL\\nNCF E314089816391\\nFACTURA NO.: 7145289\\nAUTORIZACION: 290699049\\nTELEFONO: 809-751-1088\\nFECHA: 04/02/2025  HORA: 15:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,060.00\\n    4  UNIDAD    EQUIPO ELECTRICO            12,179.80\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           659.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            722.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         4,379.75\\n----------------------------------------------\\nSUB-TOTAL RD$       19,001.05\\nITBIS 18% RD$       3,420.19\\nOTROS IMPUESTOS RD$      57.49\\nTOTAL RD$          22,478.73\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 3420376\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 82167016\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nMARIA GABRIELA PEÑA SARNELLI\\nMARIA GABRIELA PEÑA SARNELLI\\nRNC EMISOR: 00118421874\\nCLIENTE: CLEOTILDE MARIA\\nRODRIGUE\\nRNC CLIENTE: 05600527260\\nFACTURA DE CREDITO FISCAL\\nNCF B1544375105\\nFACTURA NO.: 9089981\\nAUTORIZACION: 505486036\\nTELEFONO: 809-768-7944\\nFECHA: 30/12/2025  HORA: 15:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PIZZA MEDIANA\\n                                   3,615.00\\n    1  SERVICIO  SERVICIO DE CATERING\\n                                  54,315.99\\n    4  UNIDAD    REFRESCO\\n                                     512.00\\n    4  UNIDAD    PLATO DEL DIA\\n                                   2,554.00\\n    1  UNIDAD    POSTRE DE LA CASA\\n                                     280.00\\n-------------------------------------------\\nSUB-TOTAL RD$       61,276.99\\nITBIS 18% RD$      11,029.86\\nTOTAL RD$          72,306.85\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 9014519\\nGRACIAS POR SU COMPRA\\nMGP\\n\\n--- FACTURA ---\\n\\nSATRAMAR\\nSATRAMAR SRL\\nRNC EMISOR: 132713621\\nCLIENTE: SUPER MUEBLES COMERCIAL ANABELLE\\nROBERT\\nRNC CLIENTE: 131326919\\nFACTURA DE CREDITO FISCAL\\nNCF: E316209357852\\nFACTURA NO.: 9119292\\nAUTORIZACION: 986613360\\nTELEFONO: 809-433-2523\\nFECHA: 21/11/2024  HORA: 14:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  VIAJE     SERVICIO DE TRANSPORTE\\n                                  59,924.00\\n    1  VIAJE     TRANSPORTE DE CARGA\\n                                  17,273.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                  28,004.00\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                   2,397.00\\n    2  VIAJE     SERVICIO DE MENSAJERIA\\n                                     615.00\\n-------------------------------------------\\nSUBTOTAL RD$      108,213.00\\nITBIS 18% RD$      19,478.34\\nPROPINA LEGAL RD$    10,821.30\\nTOTAL RD$         138,512.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1397781\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_009222.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40225784186\",\"ncf\":\"B0245209320\",\"fecha_comprobante\":\"20240507\",\"monto_facturado_servicios\":62500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":11250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132613406\",\"ncf\":\"B0177789688\",\"fecha_comprobante\":\"20250912\",\"monto_facturado_servicios\":56000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10080.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MARLEM VICTORIA ELIVO URBINO\\nMARLEM VICTORIA ELIVO URBINO\\nRNC 40225784186\\nCLIENTE: EDWIN MICHAEL GUZMAN TAVERAS\\nRNC CLIENTE: 00116927732\\nFACTURA DE CREDITO FISCAL\\nNCF B0245209320\\nFACTURA NO.: 7381348\\nAUTORIZACION: 128511902\\nTELEFONO: 809-913-4848\\nFECHA: 07/05/2024  HORA: 12:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  62,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       62,500.00\\nITBIS RD$      11,250.00\\nTOTAL RD$          73,750.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 151816\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nPINK NAIL BAR & BEAUTY BY KEILA\\nPINK NAIL BAR & BEAUTY BY KEILA SRL\\nRNC: 132613406\\nCLIENTE: COOPERATIVA DE AHORROS CREDITOS Y SERVI\\nRNC CLIENTE: 430347655\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0177789688\\nFACTURA NO.: 0432806\\nAUTORIZACION: 405090479\\nTELEFONO: 809-265-5213\\nFECHA: 12/09/2025  HORA: 17:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       40,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      16,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       56,000.00\\nIMPUESTO ITBIS RD$      10,080.00\\nTOTAL RD$          66,080.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9442091\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 93803597\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[5,11],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["40225784186","132613406"],"invoice_ids":["inv_2960028a4318e9c4dcdd","inv_b358c5dc4f9896075dc4"],"observation_id":"obs_c320fa3c4f834a11dd3e","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.983,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.036,"brightness_factor":1.01,"blur_sigma":0.157,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.72,"jpeg_quality":95,"documents":[{"rotation_deg":0.135,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.242,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":17090709807813585145,"difficulty":"medium","split":"train"}
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{"image":"images/606_009224.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130624811\",\"ncf\":\"E453179604060\",\"fecha_comprobante\":\"20240112\",\"monto_facturado_servicios\":819.99,\"monto_facturado_bienes\":2839.98,\"itbis_facturado\":658.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ANDREA VIRGINIA DUARTE LOPEZ\\nANDREA VIRGINIA DUARTE LOPEZ\\nRNC EMISOR: 130624811\\nCLIENTE: CONSORCIO DE PROPIETARIOS\\nCONDOMINIO ED\\nRNC CLIENTE: 430318061\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E453179604060\\nFACTURA NO.: 8431914\\nAUTORIZACION: 862687991\\nTELEFONO: 809-434-9409\\nFECHA: 12/01/2024  HORA: 13:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     575.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,581.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     683.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     819.99\\n-------------------------------------------\\nSUBTOTAL RD$        3,659.97\\nITBIS 18% RD$         658.79\\nTOTAL RD$           4,318.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3646046\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 68655706\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130624811"],"invoice_ids":["inv_40c00097bc05253c5ff1"],"observation_id":"obs_1249270a72a7e2b965ef","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":9.18,"augmentation_metadata":{"downscale_factor":0.86,"red_scale":1.031,"blue_scale":0.969,"contrast_factor":0.745,"brightness_factor":1.112,"blur_sigma":0.373,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.77,"jpeg_quality":88,"documents":[{"rotation_deg":1.138,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":11218375652990850681,"difficulty":"hard","split":"train"}
{"image":"images/607_009225.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"09700143424\",\"ncf\":\"B0240913081\",\"fecha_comprobante\":\"20241019\",\"monto_facturado\":66818.97,\"itbis_facturado\":12027.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":78846.38,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132668588\",\"ncf\":\"E447493305447\",\"fecha_comprobante\":\"20251210\",\"monto_facturado\":97000.00,\"itbis_facturado\":17460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":114460.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRANSPORTE DE CARGA PEDRO MARTE\\nRNC EMISOR: 132941391\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE ODALI GUZMAN BALBUENA\\nBALBUENA\\nRNC CLIENTE: 09700143424\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0240913081\\nFACTURA NO.: 1554162\\nAUTORIZACION: 114700620\\nTELEFONO: 809-834-4293\\nFECHA: 19/10/2024  HORA: 15:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    BATERIA AUTOMOTRIZ\\n                                  43,061.97\\n    3  SERVICIO  MANTENIMIENTO PREVENTIVO\\n                                  23,757.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       66,818.97\\nIMPUESTO ITBIS RD$      12,027.41\\nTOTAL RD$          78,846.38\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 234044\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nFUNDACION EN SALUD SOLIDARIA COMUNITARIA F\\nRNC EMISOR: 430263036\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROYECTO AVICOLA VETERINARIO\\nAVIVET SRL\\nRNC CLIENTE: 132668588\\nFACTURA DE CREDITO FISCAL\\nNCF: E447493305447\\nFACTURA NO.: 8283687\\nAUTORIZACION: 149920595\\nTELEFONO: 809-244-2622\\nFECHA: 10/12/2025  HORA: 15:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  48,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  25,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  23,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       97,000.00\\nITBIS RD$      17,460.00\\nTOTAL RD$         114,460.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7845601\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 92245060\\nFES\"}","template_ids":[1,5],"business_categories":["automotriz","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132941391","430263036"],"invoice_ids":["inv_d4df4174b432d7a06f98","inv_beaa8cdfc4ae2886e3ac"],"observation_id":"obs_16f705c1e6bb1c28e0d0","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":7.11,"augmentation_metadata":{"downscale_factor":0.764,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.599,"brightness_factor":1.101,"blur_sigma":0.718,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.19,"jpeg_quality":89,"documents":[{"rotation_deg":0.45,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.004,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"FES"}]},"num_invoices":2,"seed":3734295909125138977,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 83441285\\n\\n--- FACTURA ---\\n\\nVICTOR ANGEL MOTA ALVAREZ\\nVICTOR ANGEL MOTA ALVAREZ\\nRNC 02301376311\\nCLIENTE: MANUEL SALVADOR CARVAJAL MENDEZ\\nRNC CLIENTE: 09300140762\\nFACTURA DE CREDITO FISCAL\\nNCF E322639064625\\nFACTURA NO.: 7499459\\nAUTORIZACION: 516807643\\nTELEFONO: 809-439-5769\\nFECHA: 09/09/2025  HORA: 11:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,155.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,155.00\\nITBIS RD$         207.90\\nTOTAL RD$           1,362.90\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6017225\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 54402473\\nVAM\\n\\n--- FACTURA ---\\n\\nD LICORES HERMANOS GONZALEZ\\nD LICORES HERMANOS GONZALEZ SRL\\nRNC 132610271\\nCLIENTE: DOMINICAN LAND CAPITAL SRL\\nRNC CLIENTE: 130763976\\nFACTURA DE CREDITO FISCAL\\nNCF B0242364341\\nFACTURA NO.: 5593020\\nAUTORIZACION: 404652896\\nTELEFONO: 809-696-1870\\nFECHA: 15/12/2024  HORA: 11:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     117.00\\n    3  GALON     CLORO LIQUIDO 1 GALON\\n                                     466.50\\n    2  LIBRA     CAFE MOLIDO 1 LB\\n                                     578.00\\n    5  LITRO     LECHE UHT 1 LITRO\\n                                     455.00\\n    4  UNIDAD    HABICHUELAS 800 G\\n                                     343.96\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,960.46\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           1,960.46\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4334293\\nGRACIAS POR SU COMPRA\\nDLH\"}","template_ids":[0,2,5],"business_categories":["profesional","comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00101720639","02301376311","132610271"],"invoice_ids":["inv_b4223b3112c598de0f6c","inv_3e1f54ca8cd38de2dbd9","inv_2b42e2dccb7583d937c5"],"observation_id":"obs_46799ee8613a7b02ccac","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.001,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.34,"jpeg_quality":95,"documents":[{"rotation_deg":0.067,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.063,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.009,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"VAM"},{"kind":"initials","text":"DLH"}]},"num_invoices":3,"seed":17032485024813012224,"difficulty":"hard","split":"test"}
{"image":"images/607_009235.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132489241\",\"ncf\":\"E444124804015\",\"fecha_comprobante\":\"20251024\",\"monto_facturado\":955.00,\"itbis_facturado\":103.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":1058.50,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40221262070\",\"ncf\":\"B0283430137\",\"fecha_comprobante\":\"20240209\",\"monto_facturado\":212000.00,\"itbis_facturado\":38160.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":250160.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101710721\",\"ncf\":\"B1558224985\",\"fecha_comprobante\":\"20250119\",\"monto_facturado\":4812.50,\"itbis_facturado\":866.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":5678.75,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YARITSSA SUPER COLMADO\\nRNC EMISOR: 133174103\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LEX JP CONSULTING GROUP SRL\\nRNC CLIENTE: 132489241\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E444124804015\\nFACTURA NO.: 9615065\\nAUTORIZACION: 380594872\\nTELEFONO: 809-926-6580\\nFECHA: 24/10/2025  HORA: 11:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  GALON     CLORO LIQUIDO 1 GALON\\n                                     575.00\\n    4  UNIDAD    HABICHUELAS 800 G\\n                                     380.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          955.00\\nITBIS 18% RD$         103.50\\nTOTAL RD$           1,058.50\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9327799\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 47362110\\nYSC\\n\\n--- FACTURA ---\\n\\nACHAPIE\\nRNC EMISOR: 22500195601\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FERMIN DE JESUS PERDOMO CEPEDA\\nRNC CLIENTE: 40221262070\\nFACTURA DE CREDITO FISCAL\\nNCF B0283430137\\nFACTURA NO.: 7732274\\nAUTORIZACION: 900260311\\nTELEFONO: 809-823-9587\\nFECHA: 09/02/2024  HORA: 20:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    55,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       82,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    5,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   15,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       55,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      212,000.00\\nITBIS RD$      38,160.00\\nTOTAL RD$         250,160.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7327502\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 16021929\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGRUPO A.N.D.E.S CARIBE INGENIERIA Y CONSTR\\nRNC EMISOR: 133726831\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: J R ELECTROINDUSTRIAL SRL\\nRNC CLIENTE: 101710721\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1558224985\\nFACTURA NO.: 9535477\\nAUTORIZACION: 304892279\\nTELEFONO: 809-529-4294\\nFECHA: 19/01/2025  HORA: 18:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n  175  PIE       ALAMBRE ELECTRICO THHN NO.\\n                 12\\n                                   4,812.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,812.50\\nIMPUESTO ITBIS RD$         866.25\\nTOTAL RD$           5,678.75\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 406306\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009239.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130599041\",\"ncf\":\"B1589415542\",\"fecha_comprobante\":\"20240308\",\"monto_facturado\":173000.00,\"itbis_facturado\":31140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":204140.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"NINOSKA KATHERINE ARIAS ORTIZ\\nRNC EMISOR: 03104147255\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO ODONTOLOGICO RUTH ESTHER REGALAD\\nRNC CLIENTE: 130599041\\nFACTURA DE CREDITO FISCAL\\nNCF: B1589415542\\nFACTURA NO.: 6663030\\nAUTORIZACION: 960594099\\nTELEFONO: 809-256-7690\\nFECHA: 08/03/2024  HORA: 19:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       11,000.00\\n    1  CASO      REPRESENTACION LEGAL        79,000.00\\n    1  PROYECTO  DISENO DE PLANOS            80,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       2,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      173,000.00\\nITBIS 18% RD$      31,140.00\\nTOTAL RD$         204,140.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2505117\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 33199573\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nCargo almacen\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03104147255"],"invoice_ids":["inv_0190ed51148a308a4325"],"observation_id":"obs_64745948a585e543d55a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.8,"augmentation_metadata":{"downscale_factor":0.653,"red_scale":1.023,"blue_scale":0.977,"contrast_factor":1.041,"brightness_factor":0.922,"blur_sigma":0.439,"crop_applied":false,"camera_distance_factors":[0.901],"legibility_scale_corrections":[0.0],"final_contrast_stddev":73.38,"jpeg_quality":76,"documents":[{"rotation_deg":1.854,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14496245415992793253,"difficulty":"medium","split":"train"}
{"image":"images/606_009240.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05400616339\",\"ncf\":\"E310332772497\",\"fecha_comprobante\":\"20240719\",\"monto_facturado_servicios\":6454.99,\"monto_facturado_bienes\":3758.00,\"itbis_facturado\":1838.34,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":27.29,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"430303461\",\"ncf\":\"B0120160501\",\"fecha_comprobante\":\"20250214\",\"monto_facturado_servicios\":95500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":17190.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"AQUI ENTRE NOS\\nHAYDEE MILAGROS VARGAS RODRIGUEZ\\nRNC: 05400616339\\nCLIENTE: PEDRO ROJAS TOLENTINO\\nRNC CLIENTE: 00105930010\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E310332772497\\nFACTURA NO.: 9591639\\nAUTORIZACION: 595866462\\nTELEFONO: 809-966-7547\\nFECHA: 19/07/2024  HORA: 19:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    TARJETAS DE PRESENTACION     3,758.00\\n    1  SERVICIO  ROTULACION EN VINIL          6,454.99\\n----------------------------------------------\\nSUBTOTAL RD$       10,212.99\\nITBIS 18% RD$       1,838.34\\nOTROS IMPUESTOS RD$      27.29\\nTOTAL RD$          12,078.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 7891376\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 61882147\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nFUNDACION PROFESORA CORALIA CARABALLO\\nFUNDACION PROFESORA CORALIA CARABALLO\\nRNC 430303461\\nCLIENTE: GRUPO TIDA S A\\nRNC CLIENTE: 130574774\\nFACTURA DE CREDITO FISCAL\\nNCF: B0120160501\\nFACTURA NO.: 5578030\\nAUTORIZACION: 992012663\\nTELEFONO: 809-730-2323\\nFECHA: 14/02/2025  HORA: 09:47\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 20,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                                 75,500.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       95,500.00\\nITBIS RD$      17,190.00\\nTOTAL RD$         112,690.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2836328\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 30093742\"}","template_ids":[6,9],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05400616339","430303461"],"invoice_ids":["inv_eb487a2b93ae38dba263","inv_d1d067f21b692650d830"],"observation_id":"obs_6c51b7abe49d3786dacb","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":5.57,"augmentation_metadata":{"downscale_factor":0.606,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":1.111,"brightness_factor":0.932,"blur_sigma":0.473,"crop_applied":false,"camera_distance_factors":[0.928,0.931],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":76.95,"jpeg_quality":91,"documents":[{"rotation_deg":-3.736,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.645,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":1997924940620989308,"difficulty":"medium","split":"train"}
{"image":"images/607_009241.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132484606\",\"ncf\":\"E451557142380\",\"fecha_comprobante\":\"20240215\",\"monto_facturado\":1188.00,\"itbis_facturado\":42.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1230.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"430263966\",\"ncf\":\"E316335540416\",\"fecha_comprobante\":\"20241120\",\"monto_facturado\":23595.92,\"itbis_facturado\":4247.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8856.03,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":18987.16,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132951689\",\"ncf\":\"B1430507678\",\"fecha_comprobante\":\"20250319\",\"monto_facturado\":52676.80,\"itbis_facturado\":9481.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":62158.62,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CINDY ESPINAL\\nRNC EMISOR: 03105544567\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FASACO HOLDINGS SRL\\nRNC CLIENTE: 132484606\\nFACTURA DE CREDITO FISCAL\\nNCF: E451557142380\\nFACTURA NO.: 8072359\\nAUTORIZACION: 648176204\\nTELEFONO: 809-572-4388\\nFECHA: 15/02/2024  HORA: 13:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                     535.00\\n    2  UNIDAD    HABICHUELAS 800 G\\n                                     172.00\\n    6  PAQUETE   ESPAGUETIS PAQUETE 400 G\\n                                     246.00\\n    5  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                     235.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,188.00\\nITBIS RD$          42.30\\nTOTAL RD$           1,230.30\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2123842\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 84359186\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPendiente\\n\\n--- FACTURA ---\\n\\nCUALDOM\\nRNC EMISOR: 131049443\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASOCIACION DE PESCADORES DE LA LAGUNA S\\nRNC CLIENTE: 430263966\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316335540416\\nFACTURA NO.: 3704518\\nAUTORIZACION: 338461478\\nTELEFONO: 809-612-9379\\nFECHA: 20/11/2024  HORA: 19:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            288.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         6,595.96\\n    4  UNIDAD    REPUESTO Y ACCESORIO        16,711.96\\n----------------------------------------------\\nBASE IMPONIBLE RD$       23,595.92\\nIMPUESTO ITBIS RD$       4,247.27\\nTOTAL RD$          27,843.19\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1912078\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 37972089\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nINVERSIONES TECNICAS TATIS\\nRNC EMISOR: 101749652\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BETTER THAN HOME SRL\\nRNC CLIENTE: 132951689\\nFACTURA DE CREDITO FISCAL\\nNCF B1430507678\\nFACTURA NO.: 9566866\\nAUTORIZACION: 991519891\\nTELEFONO: 809-577-5746\\nFECHA: 19/03/2025  HORA: 20:34\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,610.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,474.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            984.00\\n    5  UNIDAD    EQUIPO ELECTRICO            30,212.50\\n    4  UNIDAD    REPUESTO Y ACCESORIO        18,395.80\\n----------------------------------------------\\nSUB-TOTAL RD$       52,676.80\\nITBIS 18% RD$       9,481.82\\nTOTAL RD$          62,158.62\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4319788\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 21093269\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5,11,2],"business_categories":["colmado_alimentos","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03105544567","131049443","101749652"],"invoice_ids":["inv_67f745d98d7fac52e1f3","inv_1e285b9907690da20d7f","inv_1b50f6b3da01b738ffaf"],"observation_id":"obs_a7d398c8b6a804180fcb","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":3.95,"augmentation_metadata":{"downscale_factor":0.704,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.876,"brightness_factor":0.959,"blur_sigma":0.386,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.1,"jpeg_quality":79,"documents":[{"rotation_deg":1.569,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":2.403,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":2.598,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":3982763336598744374,"difficulty":"hard","split":"train"}
{"image":"images/606_009242.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130591466\",\"ncf\":\"E326757887357\",\"fecha_comprobante\":\"20250824\",\"monto_facturado_servicios\":884.00,\"monto_facturado_bienes\":11526.99,\"itbis_facturado\":2233.98,\"impuesto_selectivo_al_consumo\":1241.10,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133458519\",\"ncf\":\"E456436539975\",\"fecha_comprobante\":\"20240428\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":32748.00,\"itbis_facturado\":5894.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SITEC\\nSISTEMAS TECNOLOGICOS DE SEGURIDAD Y\\nAUTOMATIZAC\\nRNC 130591466\\nCLIENTE: LUBRI RUEDA M C T SRL\\nRNC CLIENTE: 132330021\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E326757887357\\nFACTURA NO.: 4608136\\nAUTORIZACION: 126302312\\nTELEFONO: 809-215-2294\\nFECHA: 24/08/2025  HORA: 19:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,440.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     310.99\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,776.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     884.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,410.99\\nITBIS 18% RD$       2,233.98\\nIMP. SELECTIVO RD$   1,241.10\\nTOTAL RD$          15,886.07\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7040879\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 37863472\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nFIRST FABRICS MANUFACTURING DR 11201\\nFIRST FABRICS MANUFACTURING DR 11201, S.R.L.\\nRNC EMISOR: 133458519\\nCLIENTE: REBE CAIZQUIERDO PEGUERO MOVIL TECH EIR\\nRNC CLIENTE: 133780321\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456436539975\\nFACTURA NO.: 1294433\\nAUTORIZACION: 713963904\\nTELEFONO: 809-550-9439\\nFECHA: 28/04/2024  HORA: 09:54\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,300.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                                  6,568.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 24,880.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       32,748.00\\nITBIS RD$       5,894.64\\nTOTAL RD$          38,642.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4438092\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 58826089\"}","template_ids":[5,9],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130591466","133458519"],"invoice_ids":["inv_82b3c295e9c5b050493a","inv_93447602d19823b9dc9a"],"observation_id":"obs_7c4b82f5d0807c95a225","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":6.26,"augmentation_metadata":{"downscale_factor":0.71,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.745,"brightness_factor":1.118,"blur_sigma":0.695,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.27,"jpeg_quality":84,"documents":[{"rotation_deg":1.242,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.71,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5321214498488432388,"difficulty":"hard","split":"train"}
{"image":"images/607_009243.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00109910422\",\"ncf\":\"E314339317309\",\"fecha_comprobante\":\"20240914\",\"monto_facturado\":52412.24,\"itbis_facturado\":9434.20,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":61846.44,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132899611\",\"ncf\":\"E444566611072\",\"fecha_comprobante\":\"20250112\",\"monto_facturado\":109000.00,\"itbis_facturado\":19620.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":128620.00}],\"ocr\":\"FERNANDO ELPIDIO QUIROZ MORA\\nRNC EMISOR: 05100149136\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YANIRI RAQUEL UREÑA DURAN DURAN\\nRNC CLIENTE: 00109910422\\nFACTURA DE CREDITO FISCAL\\nNCF E314339317309\\nFACTURA NO.: 9690913\\nAUTORIZACION: 748998316\\nTELEFONO: 809-513-4751\\nFECHA: 14/09/2024  HORA: 08:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    TARJETAS DE PRESENTACION\\n                                  13,819.75\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  12,264.00\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  17,692.99\\n    1  SERVICIO  DISENO GRAFICO\\n                                   1,954.50\\n    2  UNIDAD    BANNER PUBLICITARIO\\n                                   6,681.00\\n-------------------------------------------\\nSUB-TOTAL RD$       52,412.24\\nIMPUESTO ITBIS RD$       9,434.20\\nTOTAL RD$          61,846.44\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 435422\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 88368464\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFEQ\\n\\n--- FACTURA ---\\n\\nAGRODESA\\nRNC EMISOR: 430213675\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES POLIEDRO SRL\\nRNC CLIENTE: 132899611\\nFACTURA DE CREDITO FISCAL\\nNCF E444566611072\\nFACTURA NO.: 9235879\\nAUTORIZACION: 736863476\\nTELEFONO: 809-571-2647\\nFECHA: 12/01/2025  HORA: 15:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            43,000.00\\n    1  PROYECTO  DISENO DE PLANOS            66,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      109,000.00\\nIMPUESTO ITBIS RD$      19,620.00\\nTOTAL RD$         128,620.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 7115056\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 10424337\\nDETALLE DE SERVICIOS\"}","template_ids":[1,4],"business_categories":["publicidad_impresion","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["05100149136","430213675"],"invoice_ids":["inv_6892835d2d9e77d9d191","inv_155c65426b627666be8b"],"observation_id":"obs_abec4da30ff9231591f6","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":0.865,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.819,"brightness_factor":1.03,"blur_sigma":0.573,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.94,"jpeg_quality":81,"documents":[{"rotation_deg":0.857,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.077,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FEQ"},{"kind":"none","text":""}]},"num_invoices":2,"seed":17412043229051181538,"difficulty":"medium","split":"train"}
{"image":"images/606_009244.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131036961\",\"ncf\":\"B0243366529\",\"fecha_comprobante\":\"20240204\",\"monto_facturado_servicios\":1345.00,\"monto_facturado_bienes\":2282.00,\"itbis_facturado\":652.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"EMES PEÑA\\nEMES PEÑA EIRL\\nRNC 131036961\\nCLIENTE: FERRECENTRO NACHO SRL\\nRNC CLIENTE: 131648665\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0243366529\\nFACTURA NO.: 5111361\\nAUTORIZACION: 506158145\\nTELEFONO: 809-246-6728\\nFECHA: 04/02/2024  HORA: 20:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,345.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,282.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,627.00\\nITBIS RD$         652.86\\nTOTAL RD$           4,279.86\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3290732\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 89771697\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131036961"],"invoice_ids":["inv_83ab736a700d9d540bf3"],"observation_id":"obs_225ed42355a8259085e2","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":9.33,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.978,"brightness_factor":1.012,"blur_sigma":0.155,"crop_applied":false,"camera_distance_factors":[0.997],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.26,"jpeg_quality":86,"documents":[{"rotation_deg":0.705,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8401983178526211627,"difficulty":"light","split":"train"}
{"image":"images/607_009245.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430069361\",\"ncf\":\"E314591001512\",\"fecha_comprobante\":\"20251119\",\"monto_facturado\":11386.00,\"itbis_facturado\":2049.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":13435.48,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132019431\",\"ncf\":\"E441605968196\",\"fecha_comprobante\":\"20240317\",\"monto_facturado\":2737.80,\"itbis_facturado\":492.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3230.60,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUJOGOSA S A\\nRNC EMISOR: 105021978\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DIRECCION REGIONAL NORDESTE\\nRNC CLIENTE: 430069361\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314591001512\\nFACTURA NO.: 9836281\\nAUTORIZACION: 677554085\\nTELEFONO: 809-859-8526\\nFECHA: 19/11/2025  HORA: 11:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO             6,664.00\\n    3  UNIDAD    MATERIAL DE OFICINA          4,722.00\\n----------------------------------------------\\nSUBTOTAL RD$       11,386.00\\nITBIS 18% RD$       2,049.48\\nTOTAL RD$          13,435.48\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7746967\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 75490812\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nLE FRANCAIS C POR A\\nRNC EMISOR: 101620676\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FASM ASESORES FINANCIEROS SRL\\nRNC CLIENTE: 132019431\\nFACTURA DE CREDITO FISCAL\\nNCF: E441605968196\\nFACTURA NO.: 1661540\\nAUTORIZACION: 845618711\\nTELEFONO: 809-307-9421\\nFECHA: 17/03/2024  HORA: 15:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     982.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,755.80\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,737.80\\nITBIS RD$         492.80\\nTOTAL RD$           3,230.60\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 2081992\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 60079781\\nLFC\"}","template_ids":[2,5],"business_categories":["comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["105021978","101620676"],"invoice_ids":["inv_11043eb56f52d3c3fafe","inv_19372a763b064d71b025"],"observation_id":"obs_9a51c822ee11c4f8c07b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.99,"augmentation_metadata":{"downscale_factor":0.859,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.8,"brightness_factor":1.082,"blur_sigma":0.626,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.28,"jpeg_quality":91,"documents":[{"rotation_deg":1.144,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true},{"rotation_deg":0.721,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"LFC"}]},"num_invoices":2,"seed":4206807569714286589,"difficulty":"medium","split":"test"}
{"image":"images/606_009246.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"40212944116\",\"ncf\":\"B1403743110\",\"fecha_comprobante\":\"20250829\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":19049.74,\"itbis_facturado\":3428.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"401513404\",\"ncf\":\"E450466797979\",\"fecha_comprobante\":\"20250528\",\"monto_facturado_servicios\":107500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19350.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"132995635\",\"ncf\":\"B1463682693\",\"fecha_comprobante\":\"20241201\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13718.90,\"itbis_facturado\":2469.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"JULIO CESAR ALCANTARA MENDOZA\\nJULIO CESAR ALCANTARA MENDOZA\\nRNC 40212944116\\nCLIENTE: SHR SOLAR 82 SRL\\nRNC CLIENTE: 105047098\\nFACTURA DE CREDITO FISCAL\\nNCF: B1403743110\\nFACTURA NO.: 8367230\\nAUTORIZACION: 449954367\\nTELEFONO: 809-670-4224\\nFECHA: 29/08/2025  HORA: 19:51\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,327.96\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,643.80\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  10,077.98\\n-------------------------------------------\\nSUB-TOTAL RD$       19,049.74\\nIMPUESTO ITBIS RD$       3,428.95\\nTOTAL RD$          22,478.69\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6111603\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 38342799\\n\\n--- FACTURA ---\\n\\nINSTITUTO DOMINICANO DE GENEALOGIA\\nINSTITUTO DOMINICANO DE GENEALOGIA\\nRNC 401513404\\nCLIENTE: ELSA RAMIREZ PEÑA PEÑA\\nRNC CLIENTE: 00108524075\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E450466797979\\nFACTURA NO.: 9714962\\nAUTORIZACION: 401001208\\nTELEFONO: 809-688-7647\\nFECHA: 28/05/2025  HORA: 17:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES    6,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   37,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    9,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS       55,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      107,500.00\\nITBIS 18% RD$      19,350.00\\nTOTAL RD$         126,850.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 9947663\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 89512127\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTORRES & PUJOLS ACCESORIOS TODO PARA CELUL\\nTORRES & PUJOLS ACCESORIOS TODO PARA CELULARES S\\nRNC EMISOR: 132995635\\nCLIENTE: WILSON WANDERPOOL ALVAREZ\\nRNC CLIENTE: 40225467691\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1463682693\\nFACTURA NO.: 4261415\\nAUTORIZACION: 558998893\\nTELEFONO: 809-432-5571\\nFECHA: 01/12/2024  HORA: 16:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA         10,285.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         3,433.90\\n----------------------------------------------\\nSUB-TOTAL RD$       13,718.90\\nIMPUESTO ITBIS RD$       2,469.40\\nTOTAL RD$          16,188.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2082078\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009253.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"22900033923\",\"ncf\":\"B0255085639\",\"fecha_comprobante\":\"20250529\",\"monto_facturado\":1395.81,\"itbis_facturado\":172.80,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1568.61,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GUADALUPE FRANCISCO\\nRNC EMISOR: 03700655263\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRISTINO FLORENTINO CANDELARIO\\nRNC CLIENTE: 22900033923\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0255085639\\nFACTURA NO.: 2244305\\nAUTORIZACION: 468008548\\nTELEFONO: 809-556-1950\\nFECHA: 29/05/2025  HORA: 20:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    JUGO ENVASADO 1 LITRO\\n                                     555.00\\n    4  LIBRA     HARINA DE TRIGO LIBRA\\n                                     147.96\\n    3  UNIDAD    REFRESCO 2.5 LITROS\\n                                     405.00\\n    3  LIBRA     ARROZ SELECTO LIBRA\\n                                     107.85\\n    5  LIBRA     AZUCAR CREMA LIBRA\\n                                     180.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,395.81\\nITBIS 18% RD$         172.80\\nTOTAL RD$           1,568.61\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2713456\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 11804338\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["colmado_alimentos"],"catalog_sources":[["curated","sidip_proconsumidor"]],"issuer_rncs":["03700655263"],"invoice_ids":["inv_91174bd32b8072e8082b"],"observation_id":"obs_01edb62879fd1c04bb29","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.92,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":0.973,"blue_scale":1.027,"contrast_factor":0.842,"brightness_factor":0.904,"blur_sigma":0.36,"crop_applied":false,"camera_distance_factors":[0.976],"legibility_scale_corrections":[0.0],"final_contrast_stddev":33.68,"jpeg_quality":83,"documents":[{"rotation_deg":2.65,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9269970074599245991,"difficulty":"medium","split":"train"}
{"image":"images/606_009254.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131487173\",\"ncf\":\"E447111406828\",\"fecha_comprobante\":\"20240421\",\"monto_facturado_servicios\":1773.00,\"monto_facturado_bienes\":26577.98,\"itbis_facturado\":5103.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"40214782589\",\"ncf\":\"E447327792235\",\"fecha_comprobante\":\"20250528\",\"monto_facturado_servicios\":27500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JIMOSA GROUP\\nJIMOSA GROUP SRL\\nRNC 131487173\\nCLIENTE: GENAO SEVILLA TOURS SRL\\nRNC CLIENTE: 131158511\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447111406828\\nFACTURA NO.: 7433294\\nAUTORIZACION: 240065268\\nTELEFONO: 809-832-6526\\nFECHA: 21/04/2024  HORA: 17:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,773.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,679.98\\n    1  UNIDAD    MATERIAL DE OFICINA          1,972.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        13,996.00\\n    2  UNIDAD    EQUIPO ELECTRICO             8,930.00\\n----------------------------------------------\\nSUBTOTAL RD$       28,350.98\\nITBIS 18% RD$       5,103.18\\nTOTAL RD$          33,454.16\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9565873\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 85837348\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\nPAGADO\\n\\n--- FACTURA ---\\n\\nCARLOS ALBERTO ORTIZ LUNA\\nCARLOS ALBERTO ORTIZ LUNA\\nRNC EMISOR: 40214782589\\nCLIENTE: M S CONSULTORES LEGALES DE MIESES SILVE\\nRNC CLIENTE: 133513706\\nFACTURA DE CREDITO FISCAL\\nNCF: E447327792235\\nFACTURA NO.: 1633344\\nAUTORIZACION: 916955588\\nTELEFONO: 809-394-7982\\nFECHA: 28/05/2025  HORA: 16:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       27,500.00\\nITBIS 18% RD$       4,950.00\\nTOTAL RD$          32,450.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 3374227\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 64456208\\nDETALLE DE SERVICIOS\\nEntregado\"}","template_ids":[12,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131487173","40214782589"],"invoice_ids":["inv_e18e9484dc6b4db78423","inv_f4df334cd958ea3dd90e"],"observation_id":"obs_28c71cc1bba2e98e5655","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.91,"augmentation_metadata":{"downscale_factor":0.829,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.885,"brightness_factor":0.987,"blur_sigma":0.495,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":26.35,"jpeg_quality":84,"documents":[{"rotation_deg":1.453,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.956,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":9867462534326960804,"difficulty":"hard","split":"train"}
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{"image":"images/607_009267.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"430450512\",\"ncf\":\"B0286230837\",\"fecha_comprobante\":\"20240206\",\"monto_facturado\":31331.90,\"itbis_facturado\":5639.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":36971.64,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101725125\",\"ncf\":\"B0137098904\",\"fecha_comprobante\":\"20250831\",\"monto_facturado\":151024.00,\"itbis_facturado\":27184.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":178208.32,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VERECO CLOSET Y MAS\\nRNC EMISOR: 132291982\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RESIDENCIAL FARAH 2\\nRNC CLIENTE: 430450512\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0286230837\\nFACTURA NO.: 7143079\\nAUTORIZACION: 311009506\\nTELEFONO: 809-921-7333\\nFECHA: 06/02/2024  HORA: 16:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  25,248.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,516.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     523.90\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,044.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       31,331.90\\nITBIS 18% RD$       5,639.74\\nTOTAL RD$          36,971.64\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 5452204\\nGRACIAS POR SU COMPRA\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nROSAURO                        LOPEZ GONZA\\nRNC EMISOR: 07900079059\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MERCANTIL MONACO S A\\nRNC CLIENTE: 101725125\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0137098904\\nFACTURA NO.: 5823043\\nAUTORIZACION: 979761463\\nTELEFONO: 809-244-7013\\nFECHA: 31/08/2025  HORA: 09:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      27,500.00\\n    1  PROYECTO  DISENO DE PLANOS           119,000.00\\n    3  PAGINA    TRADUCCION DE DOCUMENTOS     4,524.00\\n----------------------------------------------\\nSUBTOTAL RD$      151,024.00\\nITBIS RD$      27,184.32\\nTOTAL RD$         178,208.32\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3750164\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 12203415\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\"}","template_ids":[5,12],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132291982","07900079059"],"invoice_ids":["inv_382e0a200102e00dc4a0","inv_8c8c52cda9dd5155eafd"],"observation_id":"obs_8e95f003de95dc04323a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":4.36,"augmentation_metadata":{"downscale_factor":0.685,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.978,"brightness_factor":0.87,"blur_sigma":0.539,"crop_applied":false,"camera_distance_factors":[0.883,0.924],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":66.71,"jpeg_quality":89,"documents":[{"rotation_deg":-4.017,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.9,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2292681193068406278,"difficulty":"medium","split":"train"}
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{"image":"images/607_009283.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131760041\",\"ncf\":\"B0145436287\",\"fecha_comprobante\":\"20250513\",\"monto_facturado\":21086.74,\"itbis_facturado\":3795.61,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":24882.35,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VERAS ZELLER GROUP\\nRNC EMISOR: 130860165\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VEGETALES CARIBBEAN ORTIZ CORDERO\\nSRL\\nRNC CLIENTE: 131760041\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0145436287\\nFACTURA NO.: 8336162\\nAUTORIZACION: 212470920\\nTELEFONO: 809-909-2200\\nFECHA: 13/05/2025  HORA: 17:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,659.75\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     687.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,367.99\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                   7,195.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,177.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       21,086.74\\nIMPUESTO ITBIS RD$       3,795.61\\nTOTAL RD$          24,882.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6075737\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 22233695\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130860165"],"invoice_ids":["inv_2f4ab00990bfc11faa57"],"observation_id":"obs_75ad45f11c5c811f7a6b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.851,"red_scale":0.998,"blue_scale":1.002,"contrast_factor":1.073,"brightness_factor":0.963,"blur_sigma":0.789,"crop_applied":true,"camera_distance_factors":[0.967],"legibility_scale_corrections":[0.0],"final_contrast_stddev":44.96,"jpeg_quality":73,"documents":[{"rotation_deg":0.899,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15886289231724597554,"difficulty":"medium","split":"train"}
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{"image":"images/607_009287.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130367973\",\"ncf\":\"B0119419322\",\"fecha_comprobante\":\"20250817\",\"monto_facturado\":192000.00,\"itbis_facturado\":34560.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":226560.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IGLESIA PENTECOSTAL LUZ EN LA TIERRA IPLT\\nRNC EMISOR: 430434566\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROMOTORA GONZALEZ CONTRERAS S R L\\nRNC CLIENTE: 130367973\\nFACTURA DE CREDITO FISCAL\\nNCF: B0119419322\\nFACTURA NO.: 6267257\\nAUTORIZACION: 928163038\\nTELEFONO: 809-539-7403\\nFECHA: 17/08/2025  HORA: 11:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   20,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES     7,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    40,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n    1  MES       SUPERVISION DE OBRA        107,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      192,000.00\\nITBIS RD$      34,560.00\\nTOTAL RD$         226,560.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7652584\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 91406683\\nCANT. UND. DESCRIPCION IMPORTE\\nCOPIA\"}","template_ids":[7],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430434566"],"invoice_ids":["inv_20648d0992da0d5e9d99"],"observation_id":"obs_d158c2f1a5dcd521246c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":7.09,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.008,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":26.24,"jpeg_quality":95,"documents":[{"rotation_deg":-0.093,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":377163845026550330,"difficulty":"clean","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 95618335\\nProcesado\\n\\n--- FACTURA ---\\n\\nGIMON GROUP\\nRNC EMISOR: 132034635\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: THOMAS DEL CORAZON DE JESUS MELGEN\\nRNC CLIENTE: 09300396067\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1481365152\\nFACTURA NO.: 9455208\\nAUTORIZACION: 197521813\\nTELEFONO: 809-626-7615\\nFECHA: 27/08/2024  HORA: 11:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       ALQUILER DE LOCAL          596,099.80\\n----------------------------------------------\\nBASE IMPONIBLE RD$      596,099.80\\nITBIS RD$           0.00\\nTOTAL RD$         596,099.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5219002\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 99584930\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nLUBRICANTES PAULA\\nRNC EMISOR: 05600870967\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CALY LUXURY TOURS SRL\\nRNC CLIENTE: 132979745\\nFACTURA DE CREDITO FISCAL\\nNCF B1442299856\\nFACTURA NO.: 6706095\\nAUTORIZACION: 416445615\\nTELEFONO: 809-434-1425\\nFECHA: 03/02/2025  HORA: 12:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  26,484.75\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,805.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,427.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,595.50\\n-------------------------------------------\\nSUB-TOTAL RD$       33,312.25\\nITBIS RD$           0.00\\nTOTAL RD$          33,312.25\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4897604\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009303.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133201798\",\"ncf\":\"E441675772713\",\"fecha_comprobante\":\"20240828\",\"monto_facturado\":777573.95,\"itbis_facturado\":139963.31,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":509201.61,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":408335.65,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00101304608\",\"ncf\":\"B1418340915\",\"fecha_comprobante\":\"20241203\",\"monto_facturado\":21779.99,\"itbis_facturado\":3920.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":25700.39,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONDOMINIO EDIFICIO PROFESIONAL KM\\nRNC EMISOR: 430179809\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TERCIOPIEL SRL\\nRNC CLIENTE: 133201798\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441675772713\\nFACTURA NO.: 8327990\\nAUTORIZACION: 274054297\\nTELEFONO: 809-220-8578\\nFECHA: 28/08/2024  HORA: 08:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      203,740.00\\n    4  MES       ALQUILER DE LOCAL          564,350.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    9,483.95\\n----------------------------------------------\\nSUB-TOTAL RD$      777,573.95\\nITBIS RD$     139,963.31\\nTOTAL RD$         917,537.26\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3753800\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 17301084\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nGATECH ENGINEERING\\nRNC EMISOR: 133698455\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAFAEL ZAMBRANO LLUBERES\\nRNC CLIENTE: 00101304608\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1418340915\\nFACTURA NO.: 1479994\\nAUTORIZACION: 528476727\\nTELEFONO: 809-312-8115\\nFECHA: 03/12/2024  HORA: 13:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,370.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   8,470.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,939.99\\n-------------------------------------------\\nSUBTOTAL RD$       21,779.99\\nITBIS 18% RD$       3,920.40\\nTOTAL RD$          25,700.39\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4927875\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 70646067\"}","template_ids":[4,0],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430179809","133698455"],"invoice_ids":["inv_2c9489db008beecb68b8","inv_d17c20c62517a2adf3b9"],"observation_id":"obs_6c64d8d72a68312be33b","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":5.0,"augmentation_metadata":{"downscale_factor":0.802,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":1.048,"brightness_factor":0.932,"blur_sigma":0.319,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":87.74,"jpeg_quality":88,"documents":[{"rotation_deg":-1.072,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":0.687,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":1407551889727370560,"difficulty":"hard","split":"validation"}
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{"image":"images/607_009313.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"12300137440\",\"ncf\":\"B0110735063\",\"fecha_comprobante\":\"20250606\",\"monto_facturado\":48298.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":48298.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RAUL O REILLY PIANTINI\\nRNC EMISOR: 00105277776\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUDITH LEYDI CASTILLO SANTIAGO\\nRNC CLIENTE: 12300137440\\nFACTURA DE CREDITO FISCAL\\nNCF: B0110735063\\nFACTURA NO.: 6788936\\nAUTORIZACION: 105590750\\nTELEFONO: 809-531-6415\\nFECHA: 06/06/2025  HORA: 08:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         12,000.00\\n    1  PROYECTO  DISENO DE PLANOS            25,000.00\\n    7  PAGINA    TRADUCCION DE DOCUMENTOS    11,298.00\\n----------------------------------------------\\nSUBTOTAL RD$       48,298.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          48,298.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 2977205\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 76420576\\nCargo almacen\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00105277776"],"invoice_ids":["inv_87b3d45315368c19eaf0"],"observation_id":"obs_f602558a1c72f503e195","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":6.96,"augmentation_metadata":{"downscale_factor":0.728,"red_scale":1.025,"blue_scale":0.975,"contrast_factor":0.921,"brightness_factor":0.971,"blur_sigma":0.26,"crop_applied":false,"camera_distance_factors":[0.903],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.71,"jpeg_quality":74,"documents":[{"rotation_deg":0.856,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":26962759486699425,"difficulty":"medium","split":"train"}
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{"image":"images/606_009316.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04100133497\",\"ncf\":\"E453731550091\",\"fecha_comprobante\":\"20241219\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":5471.79,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133249294\",\"ncf\":\"E328643182761\",\"fecha_comprobante\":\"20250320\",\"monto_facturado_servicios\":1741.99,\"monto_facturado_bienes\":5809.50,\"itbis_facturado\":1359.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131859143\",\"ncf\":\"E456475238662\",\"fecha_comprobante\":\"20241012\",\"monto_facturado_servicios\":9097.00,\"monto_facturado_bienes\":19937.00,\"itbis_facturado\":5226.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"LUIS ALBERTO RODRIGUEZ MARTINEZ\\nLUIS ALBERTO RODRIGUEZ MARTINEZ\\nRNC 04100133497\\nCLIENTE: INDUSTRIA JL GARE SRL\\nRNC CLIENTE: 131078141\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453731550091\\nFACTURA NO.: 9371603\\nAUTORIZACION: 788991698\\nTELEFONO: 809-855-3362\\nFECHA: 19/12/2024  HORA: 19:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  QUINTAL   FRUTAS FRESCAS\\n                                   1,608.00\\n    1  QUINTAL   ARROZ EN CASCARA\\n                                   3,711.99\\n    4  UNIDAD    PLATANO BARAHONERO\\n                                     151.80\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,471.79\\nITBIS 18% RD$           0.00\\nTOTAL RD$           5,471.79\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 8184964\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nZEMOG FASHION SHOP\\nZEMOG FASHION SHOP SRL\\nRNC: 133249294\\nCLIENTE: FSVS CAPRICHOS Y EVENTOS SRL\\nRNC CLIENTE: 131854303\\nFACTURA DE CREDITO FISCAL\\nNCF: E328643182761\\nFACTURA NO.: 3375406\\nAUTORIZACION: 737728985\\nTELEFONO: 809-723-1784\\nFECHA: 20/03/2025  HORA: 08:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   1,056.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,741.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,753.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,551.49\\nIMPUESTO ITBIS RD$       1,359.27\\nTOTAL RD$           8,910.76\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3601241\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 87208682\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFUMIGADORA GARRIDO\\nEMETERIO GARRIDO REYES\\nRNC: 02800007961\\nCLIENTE: NIKAURY\\nSANCHEZ\\nRNC CLIENTE: 22500576313\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315792801501\\nFACTURA NO.: 8048582\\nAUTORIZACION: 117835670\\nTELEFONO: 809-622-1784\\nFECHA: 08/10/2025  HORA: 14:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  22,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  12,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       35,000.00\\nIMPUESTO ITBIS RD$       6,300.00\\nTOTAL RD$          41,300.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5805841\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 66051560\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFG\\n\\n--- FACTURA ---\\n\\nLMSOFT DOMINICANA\\nLMSOFT DOMINICANA SRL\\nRNC 131676634\\nCLIENTE: PLAZA YOSENNY SRL\\nRNC CLIENTE: 132846745\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0248377319\\nFACTURA NO.: 7941381\\nAUTORIZACION: 788210892\\nTELEFONO: 809-415-8578\\nFECHA: 14/02/2025  HORA: 13:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         1,000.00\\n    5  SERVICIO  SERVICIO DE ENTREGA          4,447.50\\n----------------------------------------------\\nSUB-TOTAL RD$        5,447.50\\nITBIS 18% RD$         980.55\\nTOTAL RD$           6,428.05\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 4053178\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 21068317\"}","template_ids":[4,0,13],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133524244","02800007961","131676634"],"invoice_ids":["inv_53a5d12b9ef7d1ec0f9f","inv_264a581def8074c66f1e","inv_875d696fb875421c2c21"],"observation_id":"obs_1839e08a3ad50a24467b","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.982,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.46,"jpeg_quality":98,"documents":[{"rotation_deg":-0.071,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.145,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.034,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"FG"},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11580312523584676144,"difficulty":"hard","split":"train"}
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{"image":"images/607_009331.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131841988\",\"ncf\":\"E444838627326\",\"fecha_comprobante\":\"20250430\",\"monto_facturado\":1212.50,\"itbis_facturado\":218.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":1430.75},{\"rnc\":\"133286211\",\"ncf\":\"E329063572277\",\"fecha_comprobante\":\"20240829\",\"monto_facturado\":31757.50,\"itbis_facturado\":5716.35,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":37473.85},{\"rnc\":\"05300326021\",\"ncf\":\"E452889111400\",\"fecha_comprobante\":\"20250103\",\"monto_facturado\":1766.00,\"itbis_facturado\":317.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":706.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1377.02,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUIS ENRIQUILLO MEJIA MARTI\\nRNC EMISOR: 00117805226\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: IMPREGNATTO SRL\\nRNC CLIENTE: 131841988\\nFACTURA DE CREDITO FISCAL\\nNCF E444838627326\\nFACTURA NO.: 9239340\\nAUTORIZACION: 48014617\\nTELEFONO: 809-904-4448\\nFECHA: 30/04/2025  HORA: 20:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,212.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$        1,212.50\\nIMPUESTO ITBIS RD$         218.25\\nTOTAL RD$           1,430.75\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 9233669\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 68662391\\nLEM\\nPagado\\n\\n--- FACTURA ---\\n\\nMARIBEL BAEZ FRUCTUOSO\\nRNC EMISOR: 00200923001\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SPS FOOD GROUP SRL\\nRNC CLIENTE: 133286211\\nFACTURA DE CREDITO FISCAL\\nNCF: E329063572277\\nFACTURA NO.: 5092640\\nAUTORIZACION: 385557939\\nTELEFONO: 809-463-1539\\nFECHA: 29/08/2024  HORA: 17:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  31,757.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       31,757.50\\nIMPUESTO ITBIS RD$       5,716.35\\nTOTAL RD$          37,473.85\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6029041\\nGRACIAS POR SU COMPRA\\nRevisado\\n\\n--- FACTURA ---\\n\\nFABRICA DE MUEBLES WARNER REYES\\nRNC EMISOR: 130964661\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE LEONIDAS ACOSTA GRATEREAUX\\nRNC CLIENTE: 05300326021\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452889111400\\nFACTURA NO.: 2215770\\nAUTORIZACION: 263662809\\nTELEFONO: 809-576-4497\\nFECHA: 03/01/2025  HORA: 19:16\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,377.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            389.00\\n----------------------------------------------\\nSUB-TOTAL RD$        1,766.00\\nIMPUESTO ITBIS RD$         317.88\\nTOTAL RD$           2,083.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 8571780\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 68130440\"}","template_ids":[5,5,13],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00117805226","00200923001","130964661"],"invoice_ids":["inv_9c0f39ced3964dda2e3c","inv_12179af4e1b35640f89d","inv_f6649d48a42c1bd2778b"],"observation_id":"obs_05303641c358eab1648d","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.961,"brightness_factor":0.985,"blur_sigma":0.222,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.92,"jpeg_quality":96,"documents":[{"rotation_deg":-0.338,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.36,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.276,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"LEM"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":10240834548692917463,"difficulty":"hard","split":"validation"}
{"image":"images/606_009332.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"111128422\",\"ncf\":\"B0166482139\",\"fecha_comprobante\":\"20251015\",\"monto_facturado_servicios\":605774.98,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INPACASA\\nINMOBILIARIA PAULINO CASTRO S A\\nRNC: 111128422\\nCLIENTE: AGROINDUSTRIA DOMINICANA DEL NORTE S A\\nRNC CLIENTE: 101713692\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0166482139\\nFACTURA NO.: 4539258\\nAUTORIZACION: 475477847\\nTELEFONO: 809-290-1672\\nFECHA: 15/10/2025  HORA: 18:31\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    5,858.00\\n    2  SERVICIO  COMISION INMOBILIARIA      368,033.98\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   26,481.00\\n    2  MES       ALQUILER DE LOCAL          205,402.00\\n----------------------------------------------\\nSUBTOTAL RD$      605,774.98\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         605,774.98\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 9443310\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 61179903\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["111128422"],"invoice_ids":["inv_7c7cadb1e78b31d44539"],"observation_id":"obs_cb1e11d1e40efcf8d469","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.722,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.946,"brightness_factor":1.034,"blur_sigma":0.205,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":81.03,"jpeg_quality":80,"documents":[{"rotation_deg":-0.561,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15724604612264258562,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 42778808\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nECHENIQUE & ASOCIADOS\\nRNC EMISOR: 101859492\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO KILLONABO SRL\\nRNC CLIENTE: 131194354\\nFACTURA DE CREDITO FISCAL\\nNCF: E322146672410\\nFACTURA NO.: 6985152\\nAUTORIZACION: 306532166\\nTELEFONO: 809-765-4750\\nFECHA: 22/05/2025  HORA: 15:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   17  PAGINA    TRADUCCION DE DOCUMENTOS    42,432.00\\n    1  CASO      REPRESENTACION LEGAL       117,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   23,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       50,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      232,432.00\\nIMPUESTO ITBIS RD$      41,837.76\\nTOTAL RD$         274,269.76\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5180341\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nREVISADO\\n\\n--- FACTURA ---\\n\\nRAMON ARIAS S A\\nRNC EMISOR: 101742569\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSARIO DEL CARMEN             PERALTA \\nRNC CLIENTE: 03400439224\\nFACTURA DE CREDITO FISCAL\\nNCF B0286903469\\nFACTURA NO.: 6046797\\nAUTORIZACION: 51782237\\nTELEFONO: 809-248-2993\\nFECHA: 06/08/2025  HORA: 11:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,899.50\\n    2  UNIDAD    EQUIPO ELECTRICO            14,956.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,129.50\\n----------------------------------------------\\nSUBTOTAL RD$       17,985.00\\nITBIS RD$       3,237.30\\nTOTAL RD$          21,222.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9905316\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 70990084\\nProcesado\"}","template_ids":[4,11,13],"business_categories":["profesional","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131224921","101859492","101742569"],"invoice_ids":["inv_cd8b2401af99a57630e9","inv_fe2e206a83d16e005c57","inv_5e155d8d732c5415d299"],"observation_id":"obs_74384276b10f535b2f21","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.999,"brightness_factor":1.003,"blur_sigma":0.15,"crop_applied":true,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.63,"jpeg_quality":95,"documents":[{"rotation_deg":-0.264,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.589,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.637,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15611877944427981572,"difficulty":"hard","split":"train"}
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{"image":"images/606_009336.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133175312\",\"ncf\":\"E324736159389\",\"fecha_comprobante\":\"20250417\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":9535.00,\"itbis_facturado\":1716.30,\"impuesto_selectivo_al_consumo\":953.50,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"133328951\",\"ncf\":\"B0173575045\",\"fecha_comprobante\":\"20241128\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1286.50,\"itbis_facturado\":231.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"LOUIS LA MODA\\nLOUIS LA MODA SRL\\nRNC 133175312\\nCLIENTE: NEMENCIO EVANGELISTA JIMENEZ\\nRIVERA RIV\\nRNC CLIENTE: 00103202065\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E324736159389\\nFACTURA NO.: 0547677\\nAUTORIZACION: 994076396\\nTELEFONO: 809-400-2669\\nFECHA: 17/04/2025  HORA: 09:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    PANTALON CASUAL\\n                                   9,535.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,535.00\\nIMPUESTO ITBIS RD$       1,716.30\\nIMP. SELECTIVO RD$     953.50\\nTOTAL RD$          12,204.80\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 3361089\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nGEOFIRMA\\nGEOFIRMA SRL\\nRNC EMISOR: 133328951\\nCLIENTE: METALES Y ESTRUCTURAS SRL\\nRNC CLIENTE: 101556846\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0173575045\\nFACTURA NO.: 3151904\\nAUTORIZACION: 121556791\\nTELEFONO: 809-353-2522\\nFECHA: 28/11/2024  HORA: 09:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    BOMBILLO LED 9 W\\n                                     106.50\\n    2  UNIDAD    BROCHA PARA PINTURA 3\\n                 PULGADAS\\n                                     718.00\\n    3  UNIDAD    CODO PVC 1/2 PULGADA\\n                                      54.00\\n    4  UNIDAD    INTERRUPTOR SENCILLO\\n                                     408.00\\n-------------------------------------------\\nSUBTOTAL RD$        1,286.50\\nITBIS RD$         231.57\\nTOTAL RD$           1,518.07\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 1777075\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 99683351\\nG\"}","template_ids":[5,0],"business_categories":["ropa_comercio","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["133175312","133328951"],"invoice_ids":["inv_4066c616d85124dc6942","inv_854b5b31a842e281775f"],"observation_id":"obs_3e48c35e7213048bd4f3","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":6.29,"augmentation_metadata":{"downscale_factor":0.502,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.999,"brightness_factor":1.046,"blur_sigma":0.916,"crop_applied":false,"camera_distance_factors":[0.942,0.949],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":81.63,"jpeg_quality":74,"documents":[{"rotation_deg":-2.908,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.239,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"G"}]},"num_invoices":2,"seed":3066930965065700035,"difficulty":"very_hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nCLEMENTE SANCHEZ G & ASOCIADOS S A\\nRNC EMISOR: 130269351\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDGAR                          GUZMAN R\\nRNC CLIENTE: 40222695922\\nFACTURA DE CREDITO FISCAL\\nNCF B1524408675\\nFACTURA NO.: 8787901\\nAUTORIZACION: 261605287\\nTELEFONO: 809-411-8312\\nFECHA: 07/06/2025  HORA: 12:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       1,500.00\\n    1  SERVICIO  ELABORACION DE INFORME      13,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   13,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       28,000.00\\nITBIS 18% RD$       5,040.00\\nTOTAL RD$          33,040.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 4329968\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nJOSE RAFAEL VERAS SOLIS\\nRNC EMISOR: 40233658695\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SEGUNDO MORENO ROJAS\\nRNC CLIENTE: 00104047279\\nFACTURA DE CREDITO FISCAL\\nNCF B0214639615\\nFACTURA NO.: 3173685\\nAUTORIZACION: 493446223\\nTELEFONO: 809-449-1662\\nFECHA: 22/11/2025  HORA: 18:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         5,618.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,618.00\\nITBIS RD$       1,011.24\\nTOTAL RD$           6,629.24\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9996518\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nINVERSIONES GILAFFONT\\nRNC EMISOR: 132313771\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALMA VIAJERA TOURS SRL\\nRNC CLIENTE: 132875354\\nFACTURA DE CREDITO FISCAL\\nNCF: E447764260589\\nFACTURA NO.: 5354577\\nAUTORIZACION: 912103990\\nTELEFONO: 809-512-2426\\nFECHA: 13/01/2024  HORA: 16:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,759.95\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,962.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,735.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     276.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,004.75\\n-------------------------------------------\\nSUB-TOTAL RD$       10,738.66\\nITBIS RD$       1,932.96\\nTOTAL RD$          12,671.62\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 5770447\\nGRACIAS POR SU COMPRA\"}","template_ids":[7,4,6,0],"business_categories":["comercio_general","profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["132608216","130269351","40233658695","132313771"],"invoice_ids":["inv_15b6f22aef1ef43654a2","inv_8e711b66afd04ebd2394","inv_7ea436ba0406fcdbf6f4","inv_81e54a30a5efac60e85f"],"observation_id":"obs_2397b04c4f0353f46f10","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.957,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.97,"brightness_factor":1.012,"blur_sigma":0.032,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":24.0,"jpeg_quality":91,"documents":[{"rotation_deg":-0.247,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.248,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.616,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.387,"perspective":0.003,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":12468371711794016525,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_009362.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00200999480\",\"ncf\":\"B0131442631\",\"fecha_comprobante\":\"20250526\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":13656.00,\"itbis_facturado\":2458.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"01300425970\",\"ncf\":\"B0107157007\",\"fecha_comprobante\":\"20250218\",\"monto_facturado_servicios\":439.00,\"monto_facturado_bienes\":14573.00,\"itbis_facturado\":2702.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"09500198438\",\"ncf\":\"B1469984530\",\"fecha_comprobante\":\"20250812\",\"monto_facturado_servicios\":949.95,\"monto_facturado_bienes\":10191.00,\"itbis_facturado\":2005.37,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"PLASTICOS Y PROVISIONES DANIELA\\nMARINO FRIAS NIVAR\\nRNC: 00200999480\\nCLIENTE: DOMGAR PRESTAMOS & INVERSIONES SRL\\nRNC CLIENTE: 133153297\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0131442631\\nFACTURA NO.: 4754467\\nAUTORIZACION: 976502984\\nTELEFONO: 809-276-2925\\nFECHA: 26/05/2025  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO        13,656.00\\n----------------------------------------------\\nSUBTOTAL RD$       13,656.00\\nIMPUESTO ITBIS RD$       2,458.08\\nTOTAL RD$          16,114.08\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 5420539\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 15720375\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nJULIA ISABEL RIVERA HEREDIA DE ARIAS\\nJULIA ISABEL RIVERA HEREDIA DE ARIAS\\nRNC: 01300425970\\nCLIENTE: A & B AGRICOLA SRL\\nRNC CLIENTE: 131500161\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0107157007\\nFACTURA NO.: 1718141\\nAUTORIZACION: 368421834\\nTELEFONO: 809-441-2726\\nFECHA: 18/02/2025  HORA: 08:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     439.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,533.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,040.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       15,012.00\\nITBIS 18% RD$       2,702.16\\nTOTAL RD$          17,714.16\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9039433\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 24929365\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nCENTRO MUEBLES VASQUEZ JIMENEZ\\nEMILIA LEONELA JIMENEZ MARTINEZ JIMENEZ\\nMARTINEZ\\nRNC EMISOR: 09500198438\\nCLIENTE: JUNTA DE CENTRO EDUCATIVO PROF\\nERCILIA\\nRNC CLIENTE: 430205397\\nFACTURA DE CREDITO FISCAL\\nNCF: B1469984530\\nFACTURA NO.: 7316552\\nAUTORIZACION: 241698877\\nTELEFONO: 809-285-7947\\nFECHA: 12/08/2025  HORA: 12:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     949.95\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,673.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,518.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,140.95\\nIMPUESTO ITBIS RD$       2,005.37\\nTOTAL RD$          13,146.32\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 1920217\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 49296080\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[7,0,5],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00200999480","01300425970","09500198438"],"invoice_ids":["inv_32a742b9037b502cd9af","inv_4368294afa0f419f7f12","inv_351e9d7ae6d6ec80b055"],"observation_id":"obs_05db572b6a2e40c70ba0","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":4.1,"augmentation_metadata":{"downscale_factor":0.846,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.754,"brightness_factor":1.014,"blur_sigma":0.594,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.98,"jpeg_quality":85,"documents":[{"rotation_deg":0.191,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.38,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.841,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":16447576458715686122,"difficulty":"hard","split":"train"}
{"image":"images/607_009363.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130779058\",\"ncf\":\"E449811898465\",\"fecha_comprobante\":\"20240112\",\"monto_facturado\":12802.95,\"itbis_facturado\":2304.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15107.48,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00109083881\",\"ncf\":\"B0243383692\",\"fecha_comprobante\":\"20250926\",\"monto_facturado\":3096.00,\"itbis_facturado\":557.28,\"impuesto_selectivo_al_consumo\":309.60,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":3962.88},{\"rnc\":\"131030165\",\"ncf\":\"B0126740831\",\"fecha_comprobante\":\"20250531\",\"monto_facturado\":37188.46,\"itbis_facturado\":6693.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":43882.38,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRIBAL NET DIGITAL\\nRNC EMISOR: 131472613\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TOCANTINS TRADING MARKETING SRL\\nRNC CLIENTE: 130779058\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E449811898465\\nFACTURA NO.: 0861298\\nAUTORIZACION: 924744082\\nTELEFONO: 809-907-8094\\nFECHA: 12/01/2024  HORA: 18:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DISENO GRAFICO\\n                                   8,971.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   3,831.95\\n-------------------------------------------\\nSUBTOTAL RD$       12,802.95\\nITBIS RD$       2,304.53\\nTOTAL RD$          15,107.48\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 432990\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nALBEYDIS & BICEURIS CONSTRUCCIONES\\nRNC EMISOR: 131234552\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN ALBERTO ABRALES FELIX\\nRNC CLIENTE: 00109083881\\nFACTURA DE CREDITO FISCAL\\nNCF B0243383692\\nFACTURA NO.: 8942205\\nAUTORIZACION: 921109077\\nTELEFONO: 809-428-7947\\nFECHA: 26/09/2025  HORA: 09:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  DIA       ALQUILER TALADRO PERCUTOR    3,096.00\\n----------------------------------------------\\nSUBTOTAL RD$        3,096.00\\nITBIS 18% RD$         557.28\\nIMP. SELECTIVO RD$     309.60\\nTOTAL RD$           3,962.88\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 7694998\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 88261348\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nOIL STG\\nRNC EMISOR: 40225147145\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: COMERCIALIZADORA ECURED SRL\\nRNC CLIENTE: 131030165\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0126740831\\nFACTURA NO.: 7239769\\nAUTORIZACION: 176784354\\nTELEFONO: 809-486-7357\\nFECHA: 31/05/2025  HORA: 17:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    GORRA BORDADA\\n                                   3,025.00\\n    1  SERVICIO  AJUSTE Y CONFECCION\\n                                   1,885.50\\n    4  UNIDAD    CALZADO CASUAL\\n                                  16,107.96\\n    5  UNIDAD    PANTALON CASUAL\\n                                  16,170.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,188.46\\nIMPUESTO ITBIS RD$       6,693.92\\nTOTAL RD$          43,882.38\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1268495\\nGRACIAS POR SU COMPRA\\nOS\"}","template_ids":[5,13,1],"business_categories":["publicidad_impresion","construccion_ferreteria","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131472613","131234552","40225147145"],"invoice_ids":["inv_874cb9c43da6493686bc","inv_e1e3d0fc21f1ab10e1ab","inv_ed6627d7280035ce7997"],"observation_id":"obs_b7094f479394c77003bd","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.93,"augmentation_metadata":{"downscale_factor":0.833,"red_scale":1.024,"blue_scale":0.976,"contrast_factor":0.952,"brightness_factor":0.954,"blur_sigma":0.771,"crop_applied":false,"camera_distance_factors":[0.94,0.978,0.91],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.55,"jpeg_quality":79,"documents":[{"rotation_deg":2.871,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.255,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.824,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"OS"}]},"num_invoices":3,"seed":3519115939819377023,"difficulty":"hard","split":"train"}
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{"image":"images/607_009365.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101645588\",\"ncf\":\"E447049113036\",\"fecha_comprobante\":\"20250918\",\"monto_facturado\":42258.84,\"itbis_facturado\":7606.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":49865.43}],\"ocr\":\"JOSE HERNANDEZ NUÑEZ\\nRNC EMISOR: 00104673082\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CELESTINO ENCARNACION\\nRNC CLIENTE: 00101645588\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E447049113036\\nFACTURA NO.: 9678889\\nAUTORIZACION: 455774403\\nTELEFONO: 809-585-7223\\nFECHA: 18/09/2025  HORA: 18:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  24,250.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     969.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     860.99\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,178.85\\n-------------------------------------------\\nSUBTOTAL RD$       42,258.84\\nITBIS 18% RD$       7,606.59\\nTOTAL RD$          49,865.43\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 4201167\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 52570336\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00104673082"],"invoice_ids":["inv_c29370135cc1be5f0200"],"observation_id":"obs_03297f27e5eaa374f98a","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.97,"augmentation_metadata":{"downscale_factor":0.904,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":1.012,"brightness_factor":0.886,"blur_sigma":0.046,"crop_applied":false,"camera_distance_factors":[0.922],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.43,"jpeg_quality":86,"documents":[{"rotation_deg":0.561,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9329779252542664736,"difficulty":"light","split":"train"}
{"image":"images/606_009366.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06900022648\",\"ncf\":\"B1476362306\",\"fecha_comprobante\":\"20240819\",\"monto_facturado_servicios\":84000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15120.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"COMPRAVENTA BAHIA\\nEUSEBIA CUEVAS MONTERO\\nRNC EMISOR: 06900022648\\nCLIENTE: TRAVESURAS S A\\nRNC CLIENTE: 101847484\\nFACTURA DE CREDITO FISCAL\\nNCF: B1476362306\\nFACTURA NO.: 1343025\\nAUTORIZACION: 625324352\\nTELEFONO: 809-357-5545\\nFECHA: 19/08/2024  HORA: 19:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   19,000.00\\n    1  CASO      REPRESENTACION LEGAL        65,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       84,000.00\\nIMPUESTO ITBIS RD$      15,120.00\\nTOTAL RD$          99,120.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 577938\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["06900022648"],"invoice_ids":["inv_e80df7b23b8cbf8d58d7"],"observation_id":"obs_d608a1284229dd46be31","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.58,"augmentation_metadata":{"downscale_factor":0.875,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":1.041,"brightness_factor":0.995,"blur_sigma":0.322,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":21.09,"jpeg_quality":89,"documents":[{"rotation_deg":1.678,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11778991738712721336,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 39190906\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPAGADO\\n\\n--- FACTURA ---\\n\\nMIYUDIS OSCARINA MARTE ROSARIO\\nMIYUDIS OSCARINA MARTE ROSARIO\\nRNC: 40226662092\\nCLIENTE: DOMINICAN CORAL STONE SRL\\nRNC CLIENTE: 132715799\\nFACTURA DE CREDITO FISCAL\\nNCF B1524441885\\nFACTURA NO.: 6810430\\nAUTORIZACION: 74731918\\nTELEFONO: 809-739-9202\\nFECHA: 14/04/2025  HORA: 17:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,275.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,752.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,027.00\\nIMPUESTO ITBIS RD$       2,704.86\\nTOTAL RD$          17,731.86\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1289959\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 28116712\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nP E C\\nPROYECTO EDUCATIVO CARMELITANO\\nRNC 430078883\\nCLIENTE: TATJANA MARIA NAGL\\nRNC CLIENTE: 09700227854\\nFACTURA DE CREDITO FISCAL\\nNCF: B1592706217\\nFACTURA NO.: 1929252\\nAUTORIZACION: 381317774\\nTELEFONO: 809-592-6695\\nFECHA: 23/03/2025  HORA: 08:03\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  15,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  19,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  86,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      121,000.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$         121,000.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6947127\\nGRACIAS POR SU COMPRA\\nPEC\\nCopia cliente\"}","template_ids":[1,0,5],"business_categories":["profesional","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130886571","40226662092","430078883"],"invoice_ids":["inv_fbbf093ec8ad70fe62e6","inv_b09be0cddab4af83f908","inv_466923c76a38f509ce14"],"observation_id":"obs_21ce4b5ee977b13da690","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.5,"augmentation_metadata":{"downscale_factor":0.771,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.764,"brightness_factor":1.084,"blur_sigma":0.378,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":63.65,"jpeg_quality":84,"documents":[{"rotation_deg":1.712,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.033,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.267,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"PEC"}]},"num_invoices":3,"seed":7280956676858596583,"difficulty":"hard","split":"train"}
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{"image":"images/606_009380.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130130191\",\"ncf\":\"E328646891614\",\"fecha_comprobante\":\"20250415\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":28944.00,\"itbis_facturado\":5209.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"JUAN PEDRO PEREZ RAMOS\\nJUAN PEDRO PEREZ RAMOS\\nRNC: 130130191\\nCLIENTE: CARLOS ALFREDO PIANTINI SANTANA\\nRNC CLIENTE: 40224242954\\nFACTURA DE CREDITO FISCAL\\nNCF E328646891614\\nFACTURA NO.: 8627769\\nAUTORIZACION: 783134396\\nTELEFONO: 809-342-5784\\nFECHA: 15/04/2025  HORA: 16:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO        25,340.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,368.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,236.00\\n----------------------------------------------\\nSUB-TOTAL RD$       28,944.00\\nITBIS 18% RD$       5,209.92\\nTOTAL RD$          34,153.92\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 4644985\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 89170719\\nCANT. UND. DESCRIPCION IMPORTE\\nCopia cliente\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130130191"],"invoice_ids":["inv_f673edca6eda5df4eb68"],"observation_id":"obs_6b3edc92d15eb44149c0","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.962,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.026,"brightness_factor":0.993,"blur_sigma":0.046,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":23.48,"jpeg_quality":91,"documents":[{"rotation_deg":0.225,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10119059411737592152,"difficulty":"light","split":"test"}
{"image":"images/607_009381.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130791295\",\"ncf\":\"E311387799935\",\"fecha_comprobante\":\"20240925\",\"monto_facturado\":55500.00,\"itbis_facturado\":9990.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":65490.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOSE ENRIQUE MONTERO LORENZO\\nRNC EMISOR: 01600023954\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NANO CARE DOMINICAN REPUBLIC SRL\\nRNC CLIENTE: 130791295\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311387799935\\nFACTURA NO.: 1502118\\nAUTORIZACION: 663133293\\nTELEFONO: 809-596-4930\\nFECHA: 25/09/2024  HORA: 12:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            12,500.00\\n    1  MES       SUPERVISION DE OBRA         16,000.00\\n    1  PROYECTO  DISENO DE PLANOS            27,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       55,500.00\\nITBIS 18% RD$       9,990.00\\nTOTAL RD$          65,490.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9316623\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 65180489\\nDETALLE DE SERVICIOS\\nRECIBIDO\\nCargo a oficina\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["01600023954"],"invoice_ids":["inv_af1cadd20b7ef845246d"],"observation_id":"obs_dd5b7404363041fdab44","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.66,"augmentation_metadata":{"downscale_factor":0.79,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.631,"brightness_factor":1.012,"blur_sigma":0.384,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.48,"jpeg_quality":87,"documents":[{"rotation_deg":1.161,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15483524783826091777,"difficulty":"medium","split":"train"}
{"image":"images/606_009382.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109048736\",\"ncf\":\"E459849866581\",\"fecha_comprobante\":\"20251102\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6144.00,\"itbis_facturado\":1105.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"REYNALDO MESA LINARES\\nREYNALDO MESA LINARES\\nRNC EMISOR: 00109048736\\nCLIENTE: MIGUEL EMILIO SANTANA COLON\\nRNC CLIENTE: 04900106263\\nFACTURA DE CREDITO FISCAL\\nNCF E459849866581\\nFACTURA NO.: 7656570\\nAUTORIZACION: 292232001\\nTELEFONO: 809-602-5168\\nFECHA: 02/11/2025  HORA: 17:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,144.00\\n-------------------------------------------\\nSUB-TOTAL RD$        6,144.00\\nITBIS RD$       1,105.92\\nTOTAL RD$           7,249.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2776620\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 89002006\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00109048736"],"invoice_ids":["inv_d57da663bd94eb0a388b"],"observation_id":"obs_f117c89dd223483aaea5","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.87,"augmentation_metadata":{"downscale_factor":0.662,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.879,"brightness_factor":1.065,"blur_sigma":0.439,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":78,"documents":[{"rotation_deg":0.194,"perspective":0.002,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":208451017429766848,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 25132847\\nICS\\n\\n--- FACTURA ---\\n\\nAC MEDICAL & OFFICE SOLUTIONS SRL\\nRNC EMISOR: 130862745\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JE DISEGNO MUEBLES DISEÑO\\nCONSTRUCCION\\nRNC CLIENTE: 131304151\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1415350933\\nFACTURA NO.: 7771624\\nAUTORIZACION: 717200270\\nTELEFONO: 809-311-2358\\nFECHA: 16/10/2025  HORA: 15:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   8,415.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,011.00\\n-------------------------------------------\\nSUBTOTAL RD$        9,426.00\\nITBIS 18% RD$       1,696.68\\nTOTAL RD$          11,122.68\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2319529\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 65523328\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAMO\\nArchivado\\n\\n--- FACTURA ---\\n\\nMARGARITA ALMONTE SOTO\\nRNC EMISOR: 00115170086\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANUARD MICHELEN\\nRNC CLIENTE: 40221179621\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E311206329361\\nFACTURA NO.: 1626046\\nAUTORIZACION: 546353378\\nTELEFONO: 809-837-9031\\nFECHA: 07/10/2024  HORA: 12:49\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      20,000.00\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   87,000.00\\n    1  CASO      REPRESENTACION LEGAL       117,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      249,500.00\\nITBIS RD$      44,910.00\\nTOTAL RD$         294,410.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2451322\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[5,5,4],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101829338","130862745","00115170086"],"invoice_ids":["inv_10226e6e9717ae45adca","inv_d40888046763bfbe7ace","inv_fe9f2621972b879c0601"],"observation_id":"obs_bd713ab23c1cc8060340","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":3.7,"augmentation_metadata":{"downscale_factor":0.784,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.998,"brightness_factor":0.982,"blur_sigma":0.631,"crop_applied":false,"camera_distance_factors":[0.942,0.902,0.911],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":65.83,"jpeg_quality":75,"documents":[{"rotation_deg":-3.242,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.927,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.406,"perspective":0.035,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ICS"},{"kind":"initials","text":"AMO"},{"kind":"none","text":""}]},"num_invoices":3,"seed":13316666866913260301,"difficulty":"hard","split":"train"}
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{"image":"images/606_009394.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133661926\",\"ncf\":\"E444213819821\",\"fecha_comprobante\":\"20250111\",\"monto_facturado_servicios\":9000.00,\"monto_facturado_bienes\":13806.00,\"itbis_facturado\":4105.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"133554186\",\"ncf\":\"E328477920860\",\"fecha_comprobante\":\"20251030\",\"monto_facturado_servicios\":14307.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2575.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"AICIEF ENGINEERING\\nAICIEF ENGINEERING SRL\\nRNC 133661926\\nCLIENTE: COMPANIA DE INVERSIONES ITALO\\nDOMINICAN\\nRNC CLIENTE: 130231869\\nFACTURA DE CREDITO FISCAL\\nNCF: E444213819821\\nFACTURA NO.: 7058845\\nAUTORIZACION: 665087489\\nTELEFONO: 809-327-9183\\nFECHA: 11/01/2025  HORA: 17:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  QUINTAL   VARILLA CORRUGADA 3/8\\n                                  10,734.00\\n    1  SERVICIO  INSTALACION ELECTRICA\\n                                   9,000.00\\n    3  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   3,072.00\\n-------------------------------------------\\nSUBTOTAL RD$       22,806.00\\nIMPUESTO ITBIS RD$       4,105.08\\nTOTAL RD$          26,911.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3003737\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nARLENYS RENT CAR\\nARLENYS RENT CAR SRL\\nRNC: 133554186\\nCLIENTE: FAUSTO ROJAS HERNANDEZ\\nRNC CLIENTE: 05401328991\\nFACTURA DE CREDITO FISCAL\\nNCF E328477920860\\nFACTURA NO.: 9660369\\nAUTORIZACION: 906406592\\nTELEFONO: 809-405-9895\\nFECHA: 30/10/2025  HORA: 15:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VIAJE     SERVICIO DE TRANSPORTE      13,936.00\\n    1  VIAJE     SERVICIO DE MENSAJERIA         371.00\\n----------------------------------------------\\nSUB-TOTAL RD$       14,307.00\\nIMPUESTO ITBIS RD$       2,575.26\\nTOTAL RD$          16,882.26\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 919634\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 67759921\\nRESUMEN\"}","template_ids":[1,12],"business_categories":["construccion_ferreteria","transporte"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"]],"issuer_rncs":["133661926","133554186"],"invoice_ids":["inv_8bc7ec377edfa12e8711","inv_7b9a0b3856e754151ee2"],"observation_id":"obs_80d78d259e0f8349b709","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.832,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.801,"brightness_factor":1.071,"blur_sigma":0.497,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.15,"jpeg_quality":82,"documents":[{"rotation_deg":-1.187,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.146,"perspective":0.004,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":2718998126395335257,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 46615124\\n\\n--- FACTURA ---\\n\\nDULARCA GLOBAL GROUP\\nRNC EMISOR: 133526794\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRISTIAN CLAUDIMAR SANTANA REYES\\nRNC CLIENTE: 04800754147\\nFACTURA DE CREDITO FISCAL\\nNCF E443105638685\\nFACTURA NO.: 7477156\\nAUTORIZACION: 64774101\\nTELEFONO: 809-429-7985\\nFECHA: 24/04/2025  HORA: 09:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   27  PAGINA    TRADUCCION DE DOCUMENTOS    73,116.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       73,116.00\\nITBIS RD$      13,160.88\\nTOTAL RD$          86,276.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 9175206\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nLICHITO SUPER MARKERT\\nRNC EMISOR: 133651637\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PARROQUIA SAN ANTONIO DE PADUA LOS LIMO\\nRNC CLIENTE: 430026222\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0261197890\\nFACTURA NO.: 6931245\\nAUTORIZACION: 486115665\\nTELEFONO: 809-760-5496\\nFECHA: 11/05/2025  HORA: 08:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        12,624.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            690.50\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            624.00\\n    3  UNIDAD    MATERIAL DE OFICINA          4,622.97\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           196.00\\n----------------------------------------------\\nSUBTOTAL RD$       18,757.47\\nIMPUESTO ITBIS RD$       3,376.34\\nTOTAL RD$          22,133.81\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8381680\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009403.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40221213198\",\"ncf\":\"B1503158708\",\"fecha_comprobante\":\"20250129\",\"monto_facturado\":25151.00,\"itbis_facturado\":4527.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":15460.06,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":14218.12,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"04400236065\",\"ncf\":\"E447934336721\",\"fecha_comprobante\":\"20240325\",\"monto_facturado\":1527.46,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":1527.46,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ZAIDY BELLO SANTANA\\nRNC EMISOR: 22301341438\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YENNY VIRGINIA MINAYA ROSARIO\\nRNC CLIENTE: 40221213198\\nFACTURA DE CREDITO FISCAL\\nNCF B1503158708\\nFACTURA NO.: 5661968\\nAUTORIZACION: 800304910\\nTELEFONO: 809-669-7894\\nFECHA: 29/01/2025  HORA: 17:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,958.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,165.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,668.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   1,360.00\\n-------------------------------------------\\nSUB-TOTAL RD$       25,151.00\\nITBIS 18% RD$       4,527.18\\nTOTAL RD$          29,678.18\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1462839\\nGRACIAS POR SU COMPRA\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nFRANKLIN PEREZ BAEZ\\nRNC EMISOR: 02800408524\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MANUEL DE JESUS GUZMAN TEJADA\\nRNC CLIENTE: 04400236065\\nFACTURA DE CREDITO FISCAL\\nNCF E447934336721\\nFACTURA NO.: 2621116\\nAUTORIZACION: 253856206\\nTELEFONO: 809-265-1964\\nFECHA: 25/03/2024  HORA: 20:57\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  LIBRA     ARROZ SELECTO LIBRA\\n                                                    152.00\\n    2  UNIDAD    AGUA PURIFICADA 20 OZ\\n                                                     72.00\\n  4.5  LIBRA     SALAMI SUPER ESPECIAL LIBRA\\n                                                    742.46\\n    5  PAQUETE   SERVILLETAS PAQUETE 100 UND\\n                                                    440.00\\n    1  GALON     CLORO LIQUIDO 1 GALON\\n                                                    121.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        1,527.46\\nITBIS 18% RD$           0.00\\nTOTAL RD$           1,527.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3174569\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 43574739\"}","template_ids":[1,9],"business_categories":["comercio_general","colmado_alimentos"],"catalog_sources":[["curated"],["curated","sidip_proconsumidor"]],"issuer_rncs":["22301341438","02800408524"],"invoice_ids":["inv_ca68cbc4b29757c961c6","inv_3cd58111d24111a5b15e"],"observation_id":"obs_e5d42aaf884d4bf555dd","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":6.68,"augmentation_metadata":{"downscale_factor":0.756,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.723,"brightness_factor":1.109,"blur_sigma":0.651,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":65.17,"jpeg_quality":83,"documents":[{"rotation_deg":-1.402,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":1.448,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":2385278973669506258,"difficulty":"hard","split":"train"}
{"image":"images/606_009404.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101713399\",\"ncf\":\"E458906563594\",\"fecha_comprobante\":\"20240606\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17991.84,\"itbis_facturado\":3238.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"REYMISA\\nREYMI S A\\nRNC: 101713399\\nCLIENTE: ALIANZA PARA EL DESARROLLO DE LAS\\nINICI\\nRNC CLIENTE: 430098663\\nFACTURA DE CREDITO FISCAL\\nNCF E458906563594\\nFACTURA NO.: 0189081\\nAUTORIZACION: 585782232\\nTELEFONO: 809-936-9537\\nFECHA: 06/06/2024  HORA: 10:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,864.85\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   3,126.99\\n-------------------------------------------\\nSUBTOTAL RD$       17,991.84\\nIMPUESTO ITBIS RD$       3,238.53\\nTOTAL RD$          21,230.37\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 707862\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 89095231\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nR\\nENTREGADO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101713399"],"invoice_ids":["inv_026eb894355b57d76b5b"],"observation_id":"obs_d0197bdd38490d6c335c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.41,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.017,"brightness_factor":0.99,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":95,"documents":[{"rotation_deg":0.1,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"R"}]},"num_invoices":1,"seed":3876532887943097262,"difficulty":"clean","split":"test"}
{"image":"images/607_009405.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00111663951\",\"ncf\":\"E326101142584\",\"fecha_comprobante\":\"20251004\",\"monto_facturado\":29330.42,\"itbis_facturado\":5279.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":34609.90,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"101814332\",\"ncf\":\"E454727465150\",\"fecha_comprobante\":\"20240106\",\"monto_facturado\":726282.40,\"itbis_facturado\":130730.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":857013.23,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132105745\",\"ncf\":\"B1500564948\",\"fecha_comprobante\":\"20251004\",\"monto_facturado\":7000.00,\"itbis_facturado\":1260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":8260.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CRISTIAN PICHARDO GARCIA\\nRNC EMISOR: 00114774094\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JORGE URBAEZ LOPEZ\\nRNC CLIENTE: 00111663951\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326101142584\\nFACTURA NO.: 1776798\\nAUTORIZACION: 907169567\\nTELEFONO: 809-830-5425\\nFECHA: 04/10/2025  HORA: 08:13\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,271.96\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     421.50\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,277.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  18,579.96\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,780.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       29,330.42\\nITBIS RD$       5,279.48\\nTOTAL RD$          34,609.90\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 4310575\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 58792077\\nCPG\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nHOCHIMINH ASTACIO LIRIANO\\nRNC EMISOR: 40220435842\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GREAT RESOURCES IMPORT & EXPORT S A\\nRNC CLIENTE: 101814332\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454727465150\\nFACTURA NO.: 4534102\\nAUTORIZACION: 402989121\\nTELEFONO: 809-283-6352\\nFECHA: 06/01/2024  HORA: 16:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA       56,393.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   22,354.95\\n    1  SERVICIO  TASACION DE PROPIEDAD       12,804.00\\n    5  MES       ALQUILER DE LOCAL          601,384.95\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   33,345.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      726,282.40\\nITBIS 18% RD$     130,730.83\\nTOTAL RD$         857,013.23\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8352974\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nSOUHAIR MOHAMAD EID AOUN ORTIZ\\nRNC EMISOR: 03701168928\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: YOANTER SRL\\nRNC CLIENTE: 132105745\\nFACTURA DE CREDITO FISCAL\\nNCF B1500564948\\nFACTURA NO.: 3372079\\nAUTORIZACION: 342403080\\nTELEFONO: 809-433-6448\\nFECHA: 04/10/2025  HORA: 18:24\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                   7,000.00\\n-------------------------------------------\\nSUBTOTAL RD$        7,000.00\\nITBIS 18% RD$       1,260.00\\nTOTAL RD$           8,260.00\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6436634\\nGRACIAS POR SU COMPRA\\nRECIBIDO\\nEntregado\"}","template_ids":[5,7,1],"business_categories":["comercio_general","inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00114774094","40220435842","03701168928"],"invoice_ids":["inv_2548b4fa2d1e7f9c9268","inv_634b3144f0f7b93f5e29","inv_b61d317337344e67c867"],"observation_id":"obs_10766cbb4670968d4e66","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":1.041,"blue_scale":0.959,"contrast_factor":0.895,"brightness_factor":1.058,"blur_sigma":0.594,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.17,"jpeg_quality":83,"documents":[{"rotation_deg":-0.633,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.629,"perspective":0.002,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.776,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CPG"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":11922814865838471366,"difficulty":"hard","split":"train"}
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{"image":"images/607_009407.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132436628\",\"ncf\":\"B0126866171\",\"fecha_comprobante\":\"20250218\",\"monto_facturado\":1417583.40,\"itbis_facturado\":255165.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":1672748.41,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TENEDORA MADALIN\\nRNC EMISOR: 130390681\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GROUP REFRIGERACION & MATERIALES\\nELECTR\\nRNC CLIENTE: 132436628\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0126866171\\nFACTURA NO.: 9750742\\nAUTORIZACION: 931809862\\nTELEFONO: 809-765-9149\\nFECHA: 18/02/2025  HORA: 12:02\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  MES       ALQUILER DE LOCAL\\n                                 261,461.90\\n    4  SERVICIO  COMISION INMOBILIARIA\\n                                 906,536.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  27,150.00\\n    5  SERVICIO  TASACION DE PROPIEDAD\\n                                 208,705.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  13,730.50\\n-------------------------------------------\\nSUBTOTAL RD$    1,417,583.40\\nIMPUESTO ITBIS RD$     255,165.01\\nTOTAL RD$       1,672,748.41\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9691035\\nGRACIAS POR SU COMPRA\\nTM\"}","template_ids":[5],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130390681"],"invoice_ids":["inv_9340cd53699fbc60dbac"],"observation_id":"obs_34024fd100358cf301d9","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":9.6,"augmentation_metadata":{"downscale_factor":0.881,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.767,"brightness_factor":1.01,"blur_sigma":0.516,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.35,"jpeg_quality":84,"documents":[{"rotation_deg":0.588,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TM"}]},"num_invoices":1,"seed":6741348188005956012,"difficulty":"medium","split":"train"}
{"image":"images/606_009408.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130764875\",\"ncf\":\"B0146681968\",\"fecha_comprobante\":\"20240127\",\"monto_facturado_servicios\":23000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4140.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"FUNERARIA SAN ANTONIO SRL\\nFUNERARIA SAN ANTONIO SRL\\nRNC: 130764875\\nCLIENTE: NEUMATICOS EL TIO SRL\\nRNC CLIENTE: 132028503\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0146681968\\nFACTURA NO.: 0889438\\nAUTORIZACION: 895631742\\nTELEFONO: 809-941-6901\\nFECHA: 27/01/2024  HORA: 17:29\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          16,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       7,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       23,000.00\\nITBIS RD$       4,140.00\\nTOTAL RD$          27,140.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 1377834\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 63367680\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130764875"],"invoice_ids":["inv_4e2a7112f4485d238e2d"],"observation_id":"obs_3a171eab11579afa97fd","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.984,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.975,"brightness_factor":1.024,"blur_sigma":0.056,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.15,"jpeg_quality":90,"documents":[{"rotation_deg":0.544,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1146573995736613991,"difficulty":"light","split":"train"}
{"image":"images/607_009409.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132494261\",\"ncf\":\"B0235907796\",\"fecha_comprobante\":\"20250112\",\"monto_facturado\":18212.50,\"itbis_facturado\":3278.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":21490.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SANTA ARGENTINA GONZALEZ GONZALEZ\\nRNC EMISOR: 00300525177\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO LINIERO DOMINICANO SRL\\nRNC CLIENTE: 132494261\\nFACTURA DE CREDITO FISCAL\\nNCF: B0235907796\\nFACTURA NO.: 8494271\\nAUTORIZACION: 897295727\\nTELEFONO: 809-525-9124\\nFECHA: 12/01/2025  HORA: 17:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  18,212.50\\n-------------------------------------------\\nSUBTOTAL RD$       18,212.50\\nITBIS 18% RD$       3,278.25\\nTOTAL RD$          21,490.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2384852\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00300525177"],"invoice_ids":["inv_375ca733f8fe8d6c661d"],"observation_id":"obs_5a0f1c60a7539ed11660","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":10.77,"augmentation_metadata":{"downscale_factor":0.65,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.736,"brightness_factor":1.07,"blur_sigma":0.491,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.15,"jpeg_quality":84,"documents":[{"rotation_deg":-1.605,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5810853219521721294,"difficulty":"hard","split":"train"}
{"image":"images/606_009410.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131994148\",\"ncf\":\"B0101924204\",\"fecha_comprobante\":\"20240313\",\"monto_facturado_servicios\":238344.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":42901.92,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00201259462\",\"ncf\":\"B0100092901\",\"fecha_comprobante\":\"20241022\",\"monto_facturado_servicios\":45000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8100.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131470531\",\"ncf\":\"B1491047960\",\"fecha_comprobante\":\"20250119\",\"monto_facturado_servicios\":724.95,\"monto_facturado_bienes\":17929.95,\"itbis_facturado\":3357.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CONDAL CREDIT\\nCONDAL CREDIT SRL\\nRNC 131994148\\nCLIENTE: INVERSIONES ALBEALRORINE S A\\nRNC CLIENTE: 130376778\\nFACTURA DE CREDITO FISCAL\\nNCF B0101924204\\nFACTURA NO.: 9912721\\nAUTORIZACION: 540787558\\nTELEFONO: 809-536-3096\\nFECHA: 13/03/2024  HORA: 10:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          238,344.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      238,344.00\\nITBIS RD$      42,901.92\\nTOTAL RD$         281,245.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 6075589\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 22577500\\n\\n--- FACTURA ---\\n\\nMODESTO MACHUCA\\nMODESTO MACHUCA\\nRNC 00201259462\\nCLIENTE: ICRE GROUP SRL\\nRNC CLIENTE: 133508117\\nFACTURA DE CREDITO FISCAL\\nNCF: B0100092901\\nFACTURA NO.: 0178403\\nAUTORIZACION: 18402329\\nTELEFONO: 809-982-4304\\nFECHA: 22/10/2024  HORA: 08:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    45,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       45,000.00\\nITBIS 18% RD$       8,100.00\\nTOTAL RD$          53,100.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1111555\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 87265778\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDISTRIBUIDORA FACI MINAYA\\nDISTRIBUIDORA FACI MINAYA SRL\\nRNC EMISOR: 131470531\\nCLIENTE: JOSELITO LARA PEREYRA\\nRNC CLIENTE: 00300674033\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1491047960\\nFACTURA NO.: 1032411\\nAUTORIZACION: 617538399\\nTELEFONO: 809-741-9582\\nFECHA: 19/01/2025  HORA: 19:00\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  2,265.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    724.95\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 15,664.95\\n----------------------------------------------------------\\nSUBTOTAL RD$       18,654.90\\nITBIS 18% RD$       3,357.88\\nTOTAL RD$          22,012.78\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6186138\\nGRACIAS POR SU COMPRA\"}","template_ids":[3,4,9],"business_categories":["inmobiliario","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131994148","00201259462","131470531"],"invoice_ids":["inv_c4a018cff62cf2b08d30","inv_321776da139e13f3e87f","inv_b4a40d2659cda2639abb"],"observation_id":"obs_ba50f2995c6b9e524039","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":3.65,"augmentation_metadata":{"downscale_factor":0.924,"red_scale":0.952,"blue_scale":1.048,"contrast_factor":1.003,"brightness_factor":0.946,"blur_sigma":0.329,"crop_applied":false,"camera_distance_factors":[0.899,0.903,0.948],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.52,"jpeg_quality":88,"documents":[{"rotation_deg":-0.488,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.736,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.555,"perspective":0.015,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":97916904668173774,"difficulty":"hard","split":"train"}
{"image":"images/607_009411.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03200341943\",\"ncf\":\"B0282478596\",\"fecha_comprobante\":\"20240803\",\"monto_facturado\":30651.00,\"itbis_facturado\":5517.18,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":36168.18,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"EXP DE TEXTILES BANILEJOS CXA\\nRNC EMISOR: 101134488\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NELSON DE JESUS REYES ESTRELLA\\nRNC CLIENTE: 03200341943\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0282478596\\nFACTURA NO.: 6936736\\nAUTORIZACION: 318140574\\nTELEFONO: 809-842-5300\\nFECHA: 03/08/2024  HORA: 09:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,653.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO        11,078.00\\n    2  UNIDAD    EQUIPO ELECTRICO            13,420.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,400.00\\n    5  UNIDAD    MATERIAL DE OFICINA          2,100.00\\n----------------------------------------------\\nSUB-TOTAL RD$       30,651.00\\nITBIS RD$       5,517.18\\nTOTAL RD$          36,168.18\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7037913\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 91840996\"}","template_ids":[3],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101134488"],"invoice_ids":["inv_8923d54c8453ce249d00"],"observation_id":"obs_4bfebc6fa118dcedfb98","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":6.55,"augmentation_metadata":{"downscale_factor":0.878,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.846,"brightness_factor":0.974,"blur_sigma":0.653,"crop_applied":false,"camera_distance_factors":[0.902],"legibility_scale_corrections":[0.0],"final_contrast_stddev":52.99,"jpeg_quality":87,"documents":[{"rotation_deg":-3.772,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14418981203243388948,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 10184276\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nREVISADO\\n\\n--- FACTURA ---\\n\\nRAMON ANTONIO MATA\\nRAMON ANTONIO MATA\\nRNC: 11800053818\\nCLIENTE: GONARIAS INTERNATIONAL GAMING SRL\\nRNC CLIENTE: 130776997\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1461952227\\nFACTURA NO.: 3411679\\nAUTORIZACION: 515032437\\nTELEFONO: 809-252-8869\\nFECHA: 07/04/2025  HORA: 12:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,493.95\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  37,790.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     420.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,197.50\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,670.00\\n-------------------------------------------\\nSUB-TOTAL RD$       44,571.45\\nITBIS 18% RD$       8,022.86\\nTOTAL RD$          52,594.31\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 3924900\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 78703119\\n\\n--- FACTURA ---\\n\\nJAZMIN NOKAIRA WILLIAMS\\nJAZMIN NOKAIRA WILLIAMS\\nRNC: 40226401384\\nCLIENTE: CENTRO EDUCATIVO CRISTIANO DEDITOS\\nCREA\\nRNC CLIENTE: 133627701\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0126561689\\nFACTURA NO.: 2124726\\nAUTORIZACION: 144655681\\nTELEFONO: 809-686-2335\\nFECHA: 12/05/2025  HORA: 08:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     807.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     696.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,223.99\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  15,208.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,934.99\\nITBIS 18% RD$       3,228.30\\nTOTAL RD$          21,163.29\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8821703\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,5,5],"business_categories":["inmobiliario","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130416419","11800053818","40226401384"],"invoice_ids":["inv_f02f77b112502c085df9","inv_b8d0cda8c5acfd4783ba","inv_a8dcb006903431cd1d52"],"observation_id":"obs_756c424cd7d3cf2938d0","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.982,"brightness_factor":1.006,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.82,"jpeg_quality":97,"documents":[{"rotation_deg":-0.132,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.01,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.133,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":16667516813626044805,"difficulty":"hard","split":"train"}
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{"image":"images/606_009438.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109292599\",\"ncf\":\"E310236371069\",\"fecha_comprobante\":\"20240721\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7859.50,\"itbis_facturado\":1414.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ANA YSIS COSS BELTRE\\nANA YSIS COSS BELTRE\\nRNC EMISOR: 00109292599\\nCLIENTE: MOROCHO DIESEL EIRL\\nRNC CLIENTE: 130770247\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E310236371069\\nFACTURA NO.: 2046710\\nAUTORIZACION: 27374546\\nTELEFONO: 809-891-8943\\nFECHA: 21/07/2024  HORA: 12:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO             6,462.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,397.50\\n----------------------------------------------\\nSUB-TOTAL RD$        7,859.50\\nIMPUESTO ITBIS RD$       1,414.71\\nTOTAL RD$           9,274.21\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 3390622\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 58483950\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00109292599"],"invoice_ids":["inv_3f188c97b0409b07cd5d"],"observation_id":"obs_617229cec94cff87ad93","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.839,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.767,"brightness_factor":1.005,"blur_sigma":0.309,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.75,"jpeg_quality":78,"documents":[{"rotation_deg":-0.93,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12918800899433212288,"difficulty":"hard","split":"train"}
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{"image":"images/607_009441.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131083927\",\"ncf\":\"B1530530088\",\"fecha_comprobante\":\"20240808\",\"monto_facturado\":13667.73,\"itbis_facturado\":2460.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":16127.92,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MABELKHA C POR A\\nRNC EMISOR: 130252122\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MERAN-TOCA & ASOCIADOS SRL\\nRNC CLIENTE: 131083927\\nFACTURA DE CREDITO FISCAL\\nNCF B1530530088\\nFACTURA NO.: 9889872\\nAUTORIZACION: 392123987\\nTELEFONO: 809-433-8574\\nFECHA: 08/08/2024  HORA: 12:15\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   8,535.90\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,023.98\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,073.85\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,127.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     906.50\\n-------------------------------------------\\nSUB-TOTAL RD$       13,667.73\\nIMPUESTO ITBIS RD$       2,460.19\\nTOTAL RD$          16,127.92\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7098435\\nGRACIAS POR SU COMPRA\\nMCP\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130252122"],"invoice_ids":["inv_662531a7c3a65069dd26"],"observation_id":"obs_203ac89879fccb345474","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":9.62,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":0.937,"brightness_factor":1.031,"blur_sigma":0.139,"crop_applied":false,"camera_distance_factors":[0.956],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.65,"jpeg_quality":89,"documents":[{"rotation_deg":1.254,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"MCP"}]},"num_invoices":1,"seed":822691353076298864,"difficulty":"light","split":"validation"}
{"image":"images/606_009442.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"122028404\",\"ncf\":\"B1444828290\",\"fecha_comprobante\":\"20240330\",\"monto_facturado_servicios\":475.50,\"monto_facturado_bienes\":5068.00,\"itbis_facturado\":997.83,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"133250411\",\"ncf\":\"E312688597756\",\"fecha_comprobante\":\"20250225\",\"monto_facturado_servicios\":4134.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"05400960836\",\"ncf\":\"E326765486413\",\"fecha_comprobante\":\"20250821\",\"monto_facturado_servicios\":928.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":167.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"VEHAZEZA ESA\\nVEHAZEZA ESA\\nRNC 122028404\\nCLIENTE: CARMEN ROSA ALVAREZ TORRES DE CROW\\nRNC CLIENTE: 03100787393\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1444828290\\nFACTURA NO.: 6636873\\nAUTORIZACION: 507271511\\nTELEFONO: 809-316-2607\\nFECHA: 30/03/2024  HORA: 08:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,068.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     475.50\\n-------------------------------------------\\nSUB-TOTAL RD$        5,543.50\\nIMPUESTO ITBIS RD$         997.83\\nTOTAL RD$           6,541.33\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 431848\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nGOKANADENT SPA & CONSULTING\\nGOKANADENT SPA & CONSULTING SRL\\nRNC EMISOR: 133250411\\nCLIENTE: YURBID DOMINICANA SRL\\nRNC CLIENTE: 133699427\\nFACTURA DE CREDITO FISCAL\\nNCF: E312688597756\\nFACTURA NO.: 0557972\\nAUTORIZACION: 341420704\\nTELEFONO: 809-350-6207\\nFECHA: 25/02/2025  HORA: 12:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTA MEDICA              4,134.99\\n----------------------------------------------\\nSUB-TOTAL RD$        4,134.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           4,134.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7212779\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_009450.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131849873\",\"ncf\":\"E322693111424\",\"fecha_comprobante\":\"20250801\",\"monto_facturado_servicios\":1587.00,\"monto_facturado_bienes\":8133.80,\"itbis_facturado\":1749.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"H5 OFFICE SOLUTIONS\\nH5 OFFICE SOLUTIONS SRL\\nRNC: 131849873\\nCLIENTE: FERNANDO SILVERIO RODRIGUEZ\\nRNC CLIENTE: 03102917188\\nFACTURA DE CREDITO FISCAL\\nNCF E322693111424\\nFACTURA NO.: 4036999\\nAUTORIZACION: 752148408\\nTELEFONO: 809-677-6653\\nFECHA: 01/08/2025  HORA: 18:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,084.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,587.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     406.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   6,643.80\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,720.80\\nIMPUESTO ITBIS RD$       1,749.74\\nTOTAL RD$          11,470.54\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 9078896\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131849873"],"invoice_ids":["inv_342e6c5dbf58029566a9"],"observation_id":"obs_0c2668c6d09dbae35e80","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":10.28,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":1.0,"brightness_factor":0.994,"blur_sigma":0.067,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":88.16,"jpeg_quality":83,"documents":[{"rotation_deg":-0.702,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6687728231726054667,"difficulty":"hard","split":"train"}
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{"image":"images/606_009454.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130042314\",\"ncf\":\"E446312994713\",\"fecha_comprobante\":\"20240810\",\"monto_facturado_servicios\":759.00,\"monto_facturado_bienes\":35268.96,\"itbis_facturado\":6485.03,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"04900198716\",\"ncf\":\"E325945307553\",\"fecha_comprobante\":\"20241117\",\"monto_facturado_servicios\":27500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":4950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"TEOFILO BERNARD VIDAL\\nTEOFILO BERNARD VIDAL\\nRNC EMISOR: 130042314\\nCLIENTE: ANGEL ALBERTO ENCARNACION AMADOR\\nRNC CLIENTE: 00114719883\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446312994713\\nFACTURA NO.: 2740412\\nAUTORIZACION: 944640204\\nTELEFONO: 809-711-9490\\nFECHA: 10/08/2024  HORA: 19:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11          1,353.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            759.00\\n    4  UNIDAD    EQUIPO ELECTRICO            33,915.96\\n----------------------------------------------\\nBASE IMPONIBLE RD$       36,027.96\\nIMPUESTO ITBIS RD$       6,485.03\\nTOTAL RD$          42,512.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 2199843\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nANA FELICIA MIRAMBEAUX DE MARTE\\nANA FELICIA MIRAMBEAUX DE MARTE\\nRNC EMISOR: 04900198716\\nCLIENTE: FUNDACION DOMINICANA PARA EL ESTUDIO DE\\nRNC CLIENTE: 430150835\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E325945307553\\nFACTURA NO.: 9679282\\nAUTORIZACION: 552655754\\nTELEFONO: 809-547-1538\\nFECHA: 17/11/2024  HORA: 09:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       5,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   22,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       27,500.00\\nIMPUESTO ITBIS RD$       4,950.00\\nTOTAL RD$          32,450.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2951545\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[6,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130042314","04900198716"],"invoice_ids":["inv_a27a665510bced162bff","inv_90a578f13acc9e26ff86"],"observation_id":"obs_2aaafbdd27486d863225","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.09,"augmentation_metadata":{"downscale_factor":0.711,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.871,"brightness_factor":1.006,"blur_sigma":0.412,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.31,"jpeg_quality":84,"documents":[{"rotation_deg":-0.387,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.25,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5620546662580219622,"difficulty":"hard","split":"train"}
{"image":"images/607_009455.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101767952\",\"ncf\":\"E321114779503\",\"fecha_comprobante\":\"20250316\",\"monto_facturado\":57744.30,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":57744.30,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARINE OIL ON THE GO\\nRNC EMISOR: 132676173\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ASESORES FINANCIEROS NUNEZ & ASOCS S A\\nRNC CLIENTE: 101767952\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E321114779503\\nFACTURA NO.: 4353961\\nAUTORIZACION: 779500710\\nTELEFONO: 809-692-9010\\nFECHA: 16/03/2025  HORA: 13:18\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,372.50\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                                  3,056.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                                 42,460.00\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                                  4,851.80\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  6,004.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       57,744.30\\nITBIS RD$           0.00\\nTOTAL RD$          57,744.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7417943\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 10331530\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132676173"],"invoice_ids":["inv_10338961b638d877104f"],"observation_id":"obs_67a88a467d7719a505bd","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.03,"augmentation_metadata":{"downscale_factor":0.994,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.993,"brightness_factor":1.015,"blur_sigma":0.133,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":37.77,"jpeg_quality":91,"documents":[{"rotation_deg":-0.313,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2337470442476926533,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 76466597\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRevisado\\n\\n--- FACTURA ---\\n\\nCOLEGIO PADRE EMILIANO TARDIF\\nMERCEDES DEL CARMEN FERNANDEZ GRULLON\\nRNC EMISOR: 03101141335\\nCLIENTE: SERECOM SYSTEM S A\\nRNC CLIENTE: 101737603\\nFACTURA DE CREDITO FISCAL\\nNCF B0192752839\\nFACTURA NO.: 7744351\\nAUTORIZACION: 311261391\\nTELEFONO: 809-965-8715\\nFECHA: 05/12/2025  HORA: 12:54\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  CURSO     CURSO DE CAPACITACION       67,527.00\\n    2  UNIDAD    LIBRO DE TEXTO               4,167.90\\n    1  SERVICIO  CERTIFICACION                4,732.95\\n    5  UNIDAD    CUADERNO 100 HOJAS             560.00\\n    1  SERVICIO  CUOTA DE INSCRIPCION        16,170.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$       93,158.84\\nITBIS 18% RD$           0.00\\nTOTAL RD$          93,158.84\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 9283104\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nKACHIS BEAUTY NAILS BAR\\nKACHIS BEAUTY NAILS BAR SRL\\nRNC EMISOR: 132392361\\nCLIENTE: SERAPIUS GREEN SRL\\nRNC CLIENTE: 131048994\\nFACTURA DE CREDITO FISCAL\\nNCF E316561410951\\nFACTURA NO.: 5429701\\nAUTORIZACION: 335482166\\nTELEFONO: 809-637-1008\\nFECHA: 04/07/2025  HORA: 13:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  MANICURA Y PEDICURA          2,383.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR          2,573.00\\n    1  SERVICIO  CORTE Y PEINADO              1,978.00\\n    1  SERVICIO  LAVADO Y SECADO                884.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,818.00\\nITBIS RD$       1,407.24\\nTOTAL RD$           9,225.24\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 535982\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 67557683\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[4,12,10],"business_categories":["profesional","educacion","belleza"],"catalog_sources":[["curated"],["curated","proconsumidor_utiles_escolares_2025"],["curated"]],"issuer_rncs":["133733392","03101141335","132392361"],"invoice_ids":["inv_f05f5fc31567ed1ab1b9","inv_8a8f2217baea0845d6b9","inv_fb297f3e31399539f5e5"],"observation_id":"obs_8e1313b9026719547a1b","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.861,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.805,"brightness_factor":1.008,"blur_sigma":0.252,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.36,"jpeg_quality":85,"documents":[{"rotation_deg":-1.121,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.291,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.831,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":7707392630324025509,"difficulty":"hard","split":"train"}
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{"image":"images/607_009463.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130188416\",\"ncf\":\"B0140531526\",\"fecha_comprobante\":\"20250103\",\"monto_facturado\":75500.00,\"itbis_facturado\":13590.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":32839.30,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":56250.70,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"KARLA GABRIELA AMPARO\\nRNC EMISOR: 40242521066\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PUBLI SING S A\\nRNC CLIENTE: 130188416\\nFACTURA DE CREDITO FISCAL\\nNCF B0140531526\\nFACTURA NO.: 2292320\\nAUTORIZACION: 196186416\\nTELEFONO: 809-647-9968\\nFECHA: 03/01/2025  HORA: 20:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       8,000.00\\n    1  SERVICIO  ASESORIA TECNICA            10,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    37,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   20,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       75,500.00\\nITBIS 18% RD$      13,590.00\\nTOTAL RD$          89,090.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 7705066\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["40242521066"],"invoice_ids":["inv_07ae3b974f18aca76e5b"],"observation_id":"obs_0202528d077acca0eb51","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":7.51,"augmentation_metadata":{"downscale_factor":0.821,"red_scale":0.966,"blue_scale":1.034,"contrast_factor":0.904,"brightness_factor":1.028,"blur_sigma":0.707,"crop_applied":false,"camera_distance_factors":[0.975],"legibility_scale_corrections":[0.0],"final_contrast_stddev":64.92,"jpeg_quality":73,"documents":[{"rotation_deg":-0.816,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6110154935808718718,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 69324229\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nYSP\\n\\n--- FACTURA ---\\n\\nGANADERO\\nRNC EMISOR: 03700116878\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INMOBILIARIA FRARA SRL\\nRNC CLIENTE: 132866487\\nFACTURA DE CREDITO FISCAL\\nNCF: B1415553674\\nFACTURA NO.: 6618771\\nAUTORIZACION: 638923007\\nTELEFONO: 809-555-5739\\nFECHA: 18/05/2024  HORA: 18:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,232.00\\n    1  UNIDAD    MATERIAL DE OFICINA          1,841.00\\n----------------------------------------------\\nSUBTOTAL RD$        3,073.00\\nITBIS 18% RD$         553.14\\nTOTAL RD$           3,626.14\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9674664\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 48848360\\nG\"}","template_ids":[5,0,2],"business_categories":["comercio_general","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00114906662","101670381","03700116878"],"invoice_ids":["inv_85b588933dca6719581f","inv_6af4e23186a65d55be6d","inv_9bc6e55dc5d0820e867b"],"observation_id":"obs_465f6699ff0fbdbcb250","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.04,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.001,"brightness_factor":1.009,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":96,"documents":[{"rotation_deg":0.006,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.052,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.118,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"YSP"},{"kind":"initials","text":"G"}]},"num_invoices":3,"seed":4150753206197702004,"difficulty":"hard","split":"test"}
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{"image":"images/607_009497.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133495252\",\"ncf\":\"E322188950143\",\"fecha_comprobante\":\"20250331\",\"monto_facturado\":3078.00,\"itbis_facturado\":554.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":3632.04,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MESSI\\nRNC EMISOR: 131322484\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SPAZIO MIO SRL\\nRNC CLIENTE: 133495252\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E322188950143\\nFACTURA NO.: 0141687\\nAUTORIZACION: 458229663\\nTELEFONO: 809-923-5899\\nFECHA: 31/03/2025  HORA: 08:58\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                                  3,078.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        3,078.00\\nITBIS 18% RD$         554.04\\nTOTAL RD$           3,632.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9156235\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 88945462\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131322484"],"invoice_ids":["inv_109daab4bc4c07b361cb"],"observation_id":"obs_2d9e61236f601f49e6f6","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.55,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.014,"brightness_factor":1.008,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.63,"jpeg_quality":97,"documents":[{"rotation_deg":0.134,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7501847977545918756,"difficulty":"clean","split":"test"}
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{"image":"images/607_009499.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40225230685\",\"ncf\":\"E455817133815\",\"fecha_comprobante\":\"20250326\",\"monto_facturado\":162500.00,\"itbis_facturado\":29250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":191750.00},{\"rnc\":\"430325872\",\"ncf\":\"E325323843290\",\"fecha_comprobante\":\"20240229\",\"monto_facturado\":30761.80,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":30761.80,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERCIONES GUZMAN MONEGRO\\nRNC EMISOR: 131249345\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DAURY RAFAEL FELIZ ALCANTARA\\nRNC CLIENTE: 40225230685\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E455817133815\\nFACTURA NO.: 1362024\\nAUTORIZACION: 396711242\\nTELEFONO: 809-637-3588\\nFECHA: 26/03/2025  HORA: 17:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       19,500.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   35,000.00\\n    1  SERVICIO  ASESORIA TECNICA            42,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       3,000.00\\n    1  CASO      REPRESENTACION LEGAL        62,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      162,500.00\\nITBIS RD$      29,250.00\\nTOTAL RD$         191,750.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 9568950\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 22620506\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFARMACIA LESLIE\\nRNC EMISOR: 101515988\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION ESTANCIA INFANTIL\\nCRISTIANA T\\nRNC CLIENTE: 430325872\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325323843290\\nFACTURA NO.: 0659310\\nAUTORIZACION: 46121143\\nTELEFONO: 809-671-5759\\nFECHA: 29/02/2024  HORA: 11:16\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,082.00\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  14,732.85\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,215.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     965.95\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,766.00\\n-------------------------------------------\\nSUBTOTAL RD$       30,761.80\\nITBIS RD$           0.00\\nTOTAL RD$          30,761.80\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4301351\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 63197228\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131249345","101515988"],"invoice_ids":["inv_1da03e0ebd37ef341887","inv_2756f34bfe7980ebaf18"],"observation_id":"obs_4fa4ac4a0b02abc3da70","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":4.41,"augmentation_metadata":{"downscale_factor":0.463,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.864,"brightness_factor":1.073,"blur_sigma":0.73,"crop_applied":false,"camera_distance_factors":[0.884,0.977],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":49.91,"jpeg_quality":76,"documents":[{"rotation_deg":1.148,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.092,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4113480226562890576,"difficulty":"very_hard","split":"test"}
{"image":"images/606_009500.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133009226\",\"ncf\":\"E318021069189\",\"fecha_comprobante\":\"20240508\",\"monto_facturado_servicios\":552.95,\"monto_facturado_bienes\":31813.00,\"itbis_facturado\":5825.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"COMERCIAL FERREGRACIA V&M\\nCOMERCIAL FERREGRACIA V&M SRL\\nRNC: 133009226\\nCLIENTE: TRIPLES HOLDING SRL\\nRNC CLIENTE: 133588269\\nFACTURA DE CREDITO FISCAL\\nNCF E318021069189\\nFACTURA NO.: 2207401\\nAUTORIZACION: 715929334\\nTELEFONO: 809-594-3832\\nFECHA: 08/05/2024  HORA: 09:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  28,945.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     552.95\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     822.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,046.00\\n-------------------------------------------\\nSUBTOTAL RD$       32,365.95\\nITBIS RD$       5,825.87\\nTOTAL RD$          38,191.82\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5925419\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 79180991\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133009226"],"invoice_ids":["inv_4b217a977670de08b8ea"],"observation_id":"obs_86757ec05b48a674615a","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.969,"brightness_factor":1.021,"blur_sigma":0.247,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.23,"jpeg_quality":96,"documents":[{"rotation_deg":-0.593,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14494576140183974475,"difficulty":"light","split":"train"}
{"image":"images/607_009501.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101514477\",\"ncf\":\"B1577460475\",\"fecha_comprobante\":\"20250312\",\"monto_facturado\":66500.00,\"itbis_facturado\":11970.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":78470.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"VMOQUETE\\nRNC EMISOR: 131533175\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERNA C POR A\\nRNC CLIENTE: 101514477\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1577460475\\nFACTURA NO.: 6291762\\nAUTORIZACION: 846352228\\nTELEFONO: 809-247-8618\\nFECHA: 12/03/2025  HORA: 12:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  VISITA    INSPECCION TECNICA          25,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    41,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       66,500.00\\nITBIS RD$      11,970.00\\nTOTAL RD$          78,470.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8663702\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131533175"],"invoice_ids":["inv_ed05ebf16d9c74bf556f"],"observation_id":"obs_c3af6d1e3b354549a3d3","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.815,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":1.064,"brightness_factor":1.053,"blur_sigma":0.66,"crop_applied":false,"camera_distance_factors":[0.993],"legibility_scale_corrections":[0.0],"final_contrast_stddev":62.16,"jpeg_quality":90,"documents":[{"rotation_deg":-0.626,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15152104636196449555,"difficulty":"medium","split":"train"}
{"image":"images/606_009502.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07100098842\",\"ncf\":\"E314910386158\",\"fecha_comprobante\":\"20241206\",\"monto_facturado_servicios\":1161.00,\"monto_facturado_bienes\":24969.96,\"itbis_facturado\":4703.57,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"00111440533\",\"ncf\":\"E316037004045\",\"fecha_comprobante\":\"20251221\",\"monto_facturado_servicios\":7861.00,\"monto_facturado_bienes\":15056.97,\"itbis_facturado\":4125.23,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"132925701\",\"ncf\":\"E319795872865\",\"fecha_comprobante\":\"20240430\",\"monto_facturado_servicios\":270919.94,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":48765.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"SATURNINO HILARIO\\nSATURNINO HILARIO\\nRNC: 07100098842\\nCLIENTE: ASHANTI FILMS SRL\\nRNC CLIENTE: 132331852\\nFACTURA DE CREDITO FISCAL\\nNCF: E314910386158\\nFACTURA NO.: 8169472\\nAUTORIZACION: 733624828\\nTELEFONO: 809-570-3018\\nFECHA: 06/12/2024  HORA: 18:43\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                   8,715.96\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  13,498.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,161.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   2,756.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       26,130.96\\nIMPUESTO ITBIS RD$       4,703.57\\nTOTAL RD$          30,834.53\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6324380\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 85732685\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nVICTORIA MARIA RODRIGUEZ APOLINARIO\\nVICTORIA MARIA RODRIGUEZ APOLINARIO\\nRNC 00111440533\\nCLIENTE: ENVIRO INVESTMENT RODRIGUEZ GROUP\\nSRL\\nRNC CLIENTE: 132611438\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316037004045\\nFACTURA NO.: 1898475\\nAUTORIZACION: 346520263\\nTELEFONO: 809-450-1764\\nFECHA: 21/12/2025  HORA: 11:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    BANNER PUBLICITARIO\\n                                  15,056.97\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                   7,861.00\\n-------------------------------------------\\nSUB-TOTAL RD$       22,917.97\\nIMPUESTO ITBIS RD$       4,125.23\\nTOTAL RD$          27,043.20\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 9928634\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 18279134\\nPendiente\\n\\n--- FACTURA ---\\n\\nINVERSIONES TER 287\\nINVERSIONES TER 287 SRL\\nRNC EMISOR: 132925701\\nCLIENTE: MARIAS CC KITCHEN SRL\\nRNC CLIENTE: 133694964\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319795872865\\nFACTURA NO.: 2239152\\nAUTORIZACION: 637155846\\nTELEFONO: 809-805-1774\\nFECHA: 30/04/2024  HORA: 08:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       24,384.00\\n    1  MES       ALQUILER DE LOCAL           18,135.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    3,969.99\\n    1  SERVICIO  COMISION INMOBILIARIA      199,358.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   25,072.95\\n----------------------------------------------\\nSUB-TOTAL RD$      270,919.94\\nITBIS RD$      48,765.59\\nTOTAL RD$         319,685.53\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 869505\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 67653192\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCJA\"}","template_ids":[4,3,2],"business_categories":["profesional","profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02600638254","03102473950","430292583"],"invoice_ids":["inv_afe53e70ca1d7aa7030f","inv_fd32752445a1d87cf75f","inv_c51b97e365a3f1f91eaf"],"observation_id":"obs_7cbacce8bc9928d9ca36","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.57,"augmentation_metadata":{"downscale_factor":0.811,"red_scale":0.972,"blue_scale":1.028,"contrast_factor":1.119,"brightness_factor":0.934,"blur_sigma":0.431,"crop_applied":false,"camera_distance_factors":[0.888,0.922,0.993],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":61.73,"jpeg_quality":87,"documents":[{"rotation_deg":1.259,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.297,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.902,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"JDC"},{"kind":"initials","text":"CJA"}]},"num_invoices":3,"seed":15643900054632041312,"difficulty":"hard","split":"train"}
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{"image":"images/607_009521.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130584079\",\"ncf\":\"B0226404164\",\"fecha_comprobante\":\"20240918\",\"monto_facturado\":26050.25,\"itbis_facturado\":4689.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":30739.30,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02300118854\",\"ncf\":\"B1509134670\",\"fecha_comprobante\":\"20240919\",\"monto_facturado\":30475.50,\"itbis_facturado\":5485.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":35961.09,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130199892\",\"ncf\":\"E454375892248\",\"fecha_comprobante\":\"20240426\",\"monto_facturado\":146500.00,\"itbis_facturado\":26370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":110725.18,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":62144.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"TRANSPORTES AEREOS Y TERR S A\\nRNC EMISOR: 101154901\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PARQUE EOLICO GUZMANCITOS C POR A\\nRNC CLIENTE: 130584079\\nFACTURA DE CREDITO FISCAL\\nNCF: B0226404164\\nFACTURA NO.: 0984472\\nAUTORIZACION: 255994364\\nTELEFONO: 809-406-7736\\nFECHA: 18/09/2024  HORA: 13:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          4,381.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        19,273.50\\n    1  SERVICIO  SERVICIO DE ENTREGA            934.95\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           201.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,259.80\\n----------------------------------------------\\nSUB-TOTAL RD$       26,050.25\\nITBIS 18% RD$       4,689.05\\nTOTAL RD$          30,739.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 4907117\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 10095693\\n\\n--- FACTURA ---\\n\\nGASEODOMSA\\nRNC EMISOR: 131202977\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MILEDIS ALTAGRACIA ALVAREZ PINALES\\nRNC CLIENTE: 02300118854\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1509134670\\nFACTURA NO.: 0416302\\nAUTORIZACION: 855202057\\nTELEFONO: 809-291-1707\\nFECHA: 19/09/2024  HORA: 19:51\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                 10,057.50\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,218.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                                 19,200.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$       30,475.50\\nITBIS 18% RD$       5,485.59\\nTOTAL RD$          35,961.09\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 199434\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 52345207\\n\\n--- FACTURA ---\\n\\nASOCIACION PARA EL DESARROLLO INTEGRAL SOS\\nRNC EMISOR: 430445802\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES BELDENVILLE SRL\\nRNC CLIENTE: 130199892\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E454375892248\\nFACTURA NO.: 6498325\\nAUTORIZACION: 754906776\\nTELEFONO: 809-415-7851\\nFECHA: 26/04/2024  HORA: 15:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    70,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   37,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    32,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      146,500.00\\nIMPUESTO ITBIS RD$      26,370.00\\nTOTAL RD$         172,870.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 2171349\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 69311369\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[13,9,7],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101154901","131202977","430445802"],"invoice_ids":["inv_c2226080981880595916","inv_283590ba6b74b6c26992","inv_bdf5d47f3528fade5633"],"observation_id":"obs_7ef057ad8956900af78b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":3.7,"augmentation_metadata":{"downscale_factor":0.834,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.915,"brightness_factor":1.042,"blur_sigma":0.441,"crop_applied":false,"camera_distance_factors":[0.976,0.919,0.905],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.78,"jpeg_quality":82,"documents":[{"rotation_deg":0.757,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.753,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.393,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":15839135472186975729,"difficulty":"hard","split":"train"}
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{"image":"images/606_009530.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130252025\",\"ncf\":\"E457699866125\",\"fecha_comprobante\":\"20240325\",\"monto_facturado_servicios\":615025.49,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":110704.59,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00100662451\",\"ncf\":\"E459569946640\",\"fecha_comprobante\":\"20251103\",\"monto_facturado_servicios\":195500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"05200075397\",\"ncf\":\"E455969668683\",\"fecha_comprobante\":\"20241109\",\"monto_facturado_servicios\":4538.00,\"monto_facturado_bienes\":5275.93,\"itbis_facturado\":1766.51,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"TENEDORA SEC S A\\nTENEDORA SEC S A\\nRNC EMISOR: 130252025\\nCLIENTE: LUCRISE SRL\\nRNC CLIENTE: 133184176\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457699866125\\nFACTURA NO.: 7126468\\nAUTORIZACION: 82994947\\nTELEFONO: 809-304-4607\\nFECHA: 25/03/2024  HORA: 08:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  MES       ALQUILER DE LOCAL          403,084.00\\n    1  SERVICIO  COMISION INMOBILIARIA      206,034.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    5,906.99\\n----------------------------------------------\\nSUBTOTAL RD$      615,025.49\\nIMPUESTO ITBIS RD$     110,704.59\\nTOTAL RD$         725,730.08\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 338795\\nGRACIAS POR SU COMPRA\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nVILLANUEVA MARTINEZ EDUARDO JOSE\\nEDUARDO JOSE VILLANUEVA MARTINEZ\\nRNC 00100662451\\nCLIENTE: ANTONVENETA HOLDINGS LIMITED\\nRNC CLIENTE: 130441261\\nFACTURA DE CREDITO FISCAL\\nNCF E459569946640\\nFACTURA NO.: 0600088\\nAUTORIZACION: 466051892\\nTELEFONO: 809-824-5872\\nFECHA: 03/11/2025  HORA: 12:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    77,000.00\\n    1  SERVICIO  ASESORIA TECNICA            43,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      17,500.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n    1  CASO      REPRESENTACION LEGAL        42,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      195,500.00\\nITBIS RD$           0.00\\nTOTAL RD$         195,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9452465\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 70367502\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nSALON PEREZ PERZ\\nOLGA MERCEDES PEREZ PERALTA\\nRNC 05200075397\\nCLIENTE: PRODUCTOS MEXICANOS ALEN S A\\nRNC CLIENTE: 102335702\\nFACTURA DE CREDITO FISCAL\\nNCF: E455969668683\\nFACTURA NO.: 9196963\\nAUTORIZACION: 248528921\\nTELEFONO: 809-361-5141\\nFECHA: 09/11/2024  HORA: 16:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LAVADO Y SECADO                592.00\\n    1  SERVICIO  TRATAMIENTO CAPILAR          3,946.00\\n    2  UNIDAD    TINTE PARA CABELLO           2,185.98\\n    5  UNIDAD    CHAMPU PROFESIONAL           3,089.95\\n----------------------------------------------\\nSUB-TOTAL RD$        9,813.93\\nITBIS 18% RD$       1,766.51\\nTOTAL RD$          11,580.44\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 261633\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 89198950\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSPP\\nCompra almacen\"}","template_ids":[3,4,2],"business_categories":["inmobiliario","profesional","belleza"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130252025","00100662451","05200075397"],"invoice_ids":["inv_7f412991b2893871b282","inv_3d372e64204108e957f0","inv_135d618f7a54733a567c"],"observation_id":"obs_8604fabb05bce831cb40","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":3.57,"augmentation_metadata":{"downscale_factor":0.536,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.88,"brightness_factor":0.957,"blur_sigma":0.55,"crop_applied":false,"camera_distance_factors":[0.936,0.896,0.917],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":57.22,"jpeg_quality":76,"documents":[{"rotation_deg":-3.449,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.242,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.953,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"initials","text":"SPP"}]},"num_invoices":3,"seed":12682421291354433106,"difficulty":"very_hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 35271082\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nBUGA SERVICIOS\\nRNC EMISOR: 131896431\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDUJAS COMPANY SRL\\nRNC CLIENTE: 132432533\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E319252385442\\nFACTURA NO.: 9292329\\nAUTORIZACION: 178870515\\nTELEFONO: 809-779-5027\\nFECHA: 09/11/2025  HORA: 10:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,575.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA           612.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO        25,816.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            987.99\\n----------------------------------------------\\nSUBTOTAL RD$       28,991.49\\nIMPUESTO ITBIS RD$       5,218.47\\nTOTAL RD$          34,209.96\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 8748620\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 59221547\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nJUNTA DE CENTRO EDUCATIVO 09869 JUAN PABLO\\nRNC EMISOR: 430268747\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION JUAN RODRIGUEZ \\\"LA RAZA\\nINMOR\\nRNC CLIENTE: 430332382\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E324903613798\\nFACTURA NO.: 8303283\\nAUTORIZACION: 268978262\\nTELEFONO: 809-632-2564\\nFECHA: 13/09/2025  HORA: 10:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,348.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,597.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,770.00\\n-------------------------------------------\\nSUBTOTAL RD$       11,715.00\\nIMPUESTO ITBIS RD$       2,108.70\\nTOTAL RD$          13,823.70\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 2095965\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 69576214\\nJDC\"}","template_ids":[4,11,5],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00117406751","131896431","430268747"],"invoice_ids":["inv_d2f5c7824d34cb44354c","inv_c87be753f5b2f46766e6","inv_1e48caf674b2d3dc187a"],"observation_id":"obs_013171ec336a5f769fec","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.015,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.89,"jpeg_quality":97,"documents":[{"rotation_deg":-0.041,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.042,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.051,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"JDC"}]},"num_invoices":3,"seed":18180436710479861507,"difficulty":"hard","split":"train"}
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{"image":"images/606_009534.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"07900106589\",\"ncf\":\"E459406680732\",\"fecha_comprobante\":\"20241129\",\"monto_facturado_servicios\":7000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":1260.00,\"impuesto_selectivo_al_consumo\":700.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"101617268\",\"ncf\":\"E311544256862\",\"fecha_comprobante\":\"20240213\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":15611.00,\"itbis_facturado\":2809.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"EL PEJE SIEMPRE FRIA\\nISRAEL CABRAL ROMAN\\nRNC EMISOR: 07900106589\\nCLIENTE: COMPRESS SRL\\nRNC CLIENTE: 131414291\\nFACTURA DE CREDITO FISCAL\\nNCF: E459406680732\\nFACTURA NO.: 2357533\\nAUTORIZACION: 633682793\\nTELEFONO: 809-964-6398\\nFECHA: 29/11/2024  HORA: 17:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   7,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,000.00\\nITBIS RD$       1,260.00\\nIMP. SELECTIVO RD$     700.00\\nTOTAL RD$           8,960.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 7317034\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 57413151\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nSUNRISE AGROINDUSTRIAL S A\\nSUNRISE AGROINDUSTRIAL S A\\nRNC 101617268\\nCLIENTE: JOSE LORENZO REYES TORRES\\nRNC CLIENTE: 00106723174\\nFACTURA DE CREDITO FISCAL\\nNCF: E311544256862\\nFACTURA NO.: 5049232\\nAUTORIZACION: 729726626\\nTELEFONO: 809-795-4327\\nFECHA: 13/02/2024  HORA: 09:26\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,870.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     822.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,180.00\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,739.00\\n-------------------------------------------\\nSUBTOTAL RD$       15,611.00\\nITBIS 18% RD$       2,809.98\\nTOTAL RD$          18,420.98\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1448420\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 40917984\"}","template_ids":[1,0],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["07900106589","101617268"],"invoice_ids":["inv_df7e2e5d277c7e79eaab","inv_e97facb2b18e821ef377"],"observation_id":"obs_2f5081ecdd3a781e7581","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":7.12,"augmentation_metadata":{"downscale_factor":0.976,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":1.016,"brightness_factor":1.02,"blur_sigma":0.04,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.39,"jpeg_quality":90,"documents":[{"rotation_deg":0.295,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.498,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":14565402167016056432,"difficulty":"medium","split":"train"}
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{"image":"images/607_009537.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00500500848\",\"ncf\":\"E446526464092\",\"fecha_comprobante\":\"20250422\",\"monto_facturado\":56479.00,\"itbis_facturado\":10166.22,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":66645.22,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ADVANCED PRINTSHOP FE\\nRNC EMISOR: 131617743\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BLADIMIR MANZUETA HERNANDEZ\\nRNC CLIENTE: 00500500848\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E446526464092\\nFACTURA NO.: 2948874\\nAUTORIZACION: 487033481\\nTELEFONO: 809-547-3759\\nFECHA: 22/04/2025  HORA: 08:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    BANNER PUBLICITARIO         10,620.00\\n    3  UNIDAD    TARJETAS DE PRESENTACION    12,282.00\\n    1  SERVICIO  ROTULACION EN VINIL         14,810.00\\n    1  SERVICIO  DISENO GRAFICO               7,458.00\\n    1  SERVICIO  IMPRESION FULL COLOR        11,309.00\\n----------------------------------------------\\nSUBTOTAL RD$       56,479.00\\nIMPUESTO ITBIS RD$      10,166.22\\nTOTAL RD$          66,645.22\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 2460892\\nGRACIAS POR SU COMPRA\\nAPF\\nCompra almacen\"}","template_ids":[2],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["131617743"],"invoice_ids":["inv_33fa9a5afd5a361b9bd6"],"observation_id":"obs_de5703ab5b595a068c8c","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.53,"augmentation_metadata":{"downscale_factor":0.727,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.949,"brightness_factor":0.919,"blur_sigma":0.499,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":22.25,"jpeg_quality":85,"documents":[{"rotation_deg":-1.943,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"APF"}]},"num_invoices":1,"seed":513856995501724129,"difficulty":"hard","split":"train"}
{"image":"images/606_009538.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06500170508\",\"ncf\":\"B1503690279\",\"fecha_comprobante\":\"20250719\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17633.95,\"itbis_facturado\":441.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101865342\",\"ncf\":\"E323177287396\",\"fecha_comprobante\":\"20250619\",\"monto_facturado_servicios\":314.00,\"monto_facturado_bienes\":311.00,\"itbis_facturado\":112.50,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"CLARIBEL MORALES TAVAREZ\\nCLARIBEL MORALES TAVAREZ\\nRNC EMISOR: 06500170508\\nCLIENTE: MARCO ALEXANDER CASTANO MONSALVE\\nRNC CLIENTE: 40220560573\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1503690279\\nFACTURA NO.: 6474218\\nAUTORIZACION: 461639209\\nTELEFONO: 809-826-5222\\nFECHA: 19/07/2025  HORA: 08:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    FERTILIZANTE AGRICOLA        2,454.00\\n    4  UNIDAD    PLATANO BARAHONERO             128.00\\n    4  QUINTAL   ARROZ EN CASCARA             7,812.00\\n    5  QUINTAL   FRUTAS FRESCAS               7,239.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,633.95\\nITBIS 18% RD$         441.72\\nTOTAL RD$          18,075.67\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6178397\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 43911519\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nINVERSIONES NARROS  S A\\nINVERSIONES NARROS S A\\nRNC: 101865342\\nCLIENTE: INVERSIONES RODRITAV SRL\\nRNC CLIENTE: 132223624\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323177287396\\nFACTURA NO.: 4141107\\nAUTORIZACION: 943793514\\nTELEFONO: 809-238-6472\\nFECHA: 19/06/2025  HORA: 13:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     314.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     311.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$          625.00\\nIMPUESTO ITBIS RD$         112.50\\nTOTAL RD$             737.50\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9152922\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 75352350\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nEntregado\"}","template_ids":[10,5],"business_categories":["agricultura","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["06500170508","101865342"],"invoice_ids":["inv_ecfd4cae8080819df33f","inv_be975c52f2d3e270e11c"],"observation_id":"obs_081bd2c089a75ed62d07","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":5.11,"augmentation_metadata":{"downscale_factor":0.85,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":0.956,"brightness_factor":0.955,"blur_sigma":0.526,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":83.67,"jpeg_quality":93,"documents":[{"rotation_deg":0.004,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.255,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":18223491031015140060,"difficulty":"hard","split":"test"}
{"image":"images/607_009539.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131502121\",\"ncf\":\"E446281510902\",\"fecha_comprobante\":\"20240116\",\"monto_facturado\":19582.50,\"itbis_facturado\":3524.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":23107.35,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GARDEN AND POOL J O G R D\\nRNC EMISOR: 132196783\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES ALVARO PEÑA & ASOCIADOS SRL\\nRNC CLIENTE: 131502121\\nFACTURA DE CREDITO FISCAL\\nNCF: E446281510902\\nFACTURA NO.: 8172663\\nAUTORIZACION: 959815101\\nTELEFONO: 809-365-2540\\nFECHA: 16/01/2024  HORA: 20:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA          1,612.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO        17,970.00\\n----------------------------------------------\\nSUBTOTAL RD$       19,582.50\\nIMPUESTO ITBIS RD$       3,524.85\\nTOTAL RD$          23,107.35\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9677386\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nPendiente\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132196783"],"invoice_ids":["inv_80ac8de11caa51bea439"],"observation_id":"obs_f20f1657aee110ad6e89","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":6.4,"augmentation_metadata":{"downscale_factor":0.998,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.009,"brightness_factor":0.994,"blur_sigma":0.006,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":25.67,"jpeg_quality":96,"documents":[{"rotation_deg":0.675,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17584119731343796259,"difficulty":"light","split":"train"}
{"image":"images/606_009540.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03700621349\",\"ncf\":\"B1562687502\",\"fecha_comprobante\":\"20241024\",\"monto_facturado_servicios\":1264.00,\"monto_facturado_bienes\":14747.99,\"itbis_facturado\":2882.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"TALLER DE HERRERIA EL ALFARERO\\nALEJANDRO ACEVEDO MARTINEZ\\nRNC 03700621349\\nCLIENTE: LA SOLUCION TAMQUES Y RADIADORES\\nSRL\\nRNC CLIENTE: 131046436\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1562687502\\nFACTURA NO.: 2375958\\nAUTORIZACION: 651643060\\nTELEFONO: 809-669-2430\\nFECHA: 24/10/2024  HORA: 08:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,264.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,442.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,375.99\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,930.00\\n-------------------------------------------\\nSUBTOTAL RD$       16,011.99\\nITBIS RD$       2,882.16\\nTOTAL RD$          18,894.15\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 973682\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 74721461\\nTDH\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["03700621349"],"invoice_ids":["inv_bdf2b6cd8b2eddd8ae1f"],"observation_id":"obs_15950e6f3d925de45a4a","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":8.84,"augmentation_metadata":{"downscale_factor":0.848,"red_scale":1.033,"blue_scale":0.967,"contrast_factor":1.017,"brightness_factor":0.908,"blur_sigma":0.188,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":61.78,"jpeg_quality":91,"documents":[{"rotation_deg":-1.413,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"TDH"}]},"num_invoices":1,"seed":13575095050106761984,"difficulty":"hard","split":"train"}
{"image":"images/607_009541.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133102562\",\"ncf\":\"B0292374298\",\"fecha_comprobante\":\"20251201\",\"monto_facturado\":133000.00,\"itbis_facturado\":23940.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":156940.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02601343573\",\"ncf\":\"E449039793086\",\"fecha_comprobante\":\"20251021\",\"monto_facturado\":26915.85,\"itbis_facturado\":4844.85,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":31760.70,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00100060193\",\"ncf\":\"E457347924701\",\"fecha_comprobante\":\"20240305\",\"monto_facturado\":14685.00,\"itbis_facturado\":2643.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17328.30,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MAGALIS ALTAGRACIA ABREU MARTINEZ\\nRNC EMISOR: 00108821125\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FIDEICOMISO ADMINISTRACION Y GARANTIA F\\nRNC CLIENTE: 133102562\\nFACTURA DE CREDITO FISCAL\\nNCF: B0292374298\\nFACTURA NO.: 8974304\\nAUTORIZACION: 874277659\\nTELEFONO: 809-695-2968\\nFECHA: 01/12/2025  HORA: 11:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA        105,500.00\\n    1  VISITA    INSPECCION TECNICA          27,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      133,000.00\\nIMPUESTO ITBIS RD$      23,940.00\\nTOTAL RD$         156,940.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 7945775\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 17767817\\nDETALLE DE SERVICIOS\\nPAGADO\\n\\n--- FACTURA ---\\n\\nJUNTA DISTRITAL DE CANCA LA REINA\\nRNC EMISOR: 430012841\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EDDY YORDANY\\nMORALES\\nRNC CLIENTE: 02601343573\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E449039793086\\nFACTURA NO.: 6222179\\nAUTORIZACION: 37612924\\nTELEFONO: 809-850-4087\\nFECHA: 21/10/2025  HORA: 17:46\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,900.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,239.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  12,736.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,895.85\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   4,145.00\\n-------------------------------------------\\nSUBTOTAL RD$       26,915.85\\nITBIS 18% RD$       4,844.85\\nTOTAL RD$          31,760.70\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5639209\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 85323337\\n\\n--- FACTURA ---\\n\\nAVEE\\nRNC EMISOR: 131673988\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRESCENCIO BATISTA BLANCO\\nRNC CLIENTE: 00100060193\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E457347924701\\nFACTURA NO.: 4389426\\nAUTORIZACION: 650563579\\nTELEFONO: 809-536-1417\\nFECHA: 05/03/2024  HORA: 09:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     901.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     491.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     333.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  12,960.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,685.00\\nIMPUESTO ITBIS RD$       2,643.30\\nTOTAL RD$          17,328.30\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2052524\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 56274802\\nA\"}","template_ids":[4,5,1],"business_categories":["profesional","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00108821125","430012841","131673988"],"invoice_ids":["inv_fb622c4928314a2d58a5","inv_be516a529f9c3ba238b3","inv_ec075884dccd787cb974"],"observation_id":"obs_4fa25e712eebad876524","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.988,"brightness_factor":1.002,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.92,"jpeg_quality":95,"documents":[{"rotation_deg":0.002,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.025,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.139,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"A"}]},"num_invoices":3,"seed":7731222629909666397,"difficulty":"hard","split":"validation"}
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{"image":"images/607_009543.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133235137\",\"ncf\":\"B0252233108\",\"fecha_comprobante\":\"20240302\",\"monto_facturado\":17768.25,\"itbis_facturado\":3198.29,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":1166.85,\"efectivo\":22133.39,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GUSTO POPULAR GOURMET\\nRNC EMISOR: 00118217793\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EVEREST1304 NO EIRL\\nRNC CLIENTE: 133235137\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0252233108\\nFACTURA NO.: 1321689\\nAUTORIZACION: 953478585\\nTELEFONO: 809-607-1691\\nFECHA: 02/03/2024  HORA: 12:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    PIZZA MEDIANA                5,249.75\\n    5  UNIDAD    JUGO NATURAL                   850.00\\n    1  SERVICIO  SERVICIO DE CATERING        11,668.50\\n----------------------------------------------\\nSUBTOTAL RD$       17,768.25\\nITBIS 18% RD$       3,198.29\\nPROPINA LEGAL RD$     1,166.85\\nTOTAL RD$          22,133.39\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 6679364\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 93760529\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["00118217793"],"invoice_ids":["inv_498190e9113b52578176"],"observation_id":"obs_91186ca8235fb4a6996a","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":6.78,"augmentation_metadata":{"downscale_factor":0.589,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.995,"brightness_factor":1.073,"blur_sigma":0.834,"crop_applied":false,"camera_distance_factors":[0.929],"legibility_scale_corrections":[0.0],"final_contrast_stddev":55.96,"jpeg_quality":72,"documents":[{"rotation_deg":-3.462,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6703522039287758874,"difficulty":"very_hard","split":"validation"}
{"image":"images/606_009544.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130470081\",\"ncf\":\"B1470972744\",\"fecha_comprobante\":\"20241128\",\"monto_facturado_servicios\":1629.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"BENERITA INSTITUCIONAL DEL CARIBE SRL\\nBENERITA INSTITUCIONAL DEL CARIBE SRL\\nRNC 130470081\\nCLIENTE: OMAIKA ARABELIS DOMINGUEZ SEGURA\\nRNC CLIENTE: 00114860729\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1470972744\\nFACTURA NO.: 9440022\\nAUTORIZACION: 920402635\\nTELEFONO: 809-899-9640\\nFECHA: 28/11/2024  HORA: 15:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,629.00\\n----------------------------------------------\\nSUBTOTAL RD$        1,629.00\\nITBIS RD$           0.00\\nTOTAL RD$           1,629.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8936396\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nOK\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130470081"],"invoice_ids":["inv_a0b9ca0abb0e92f1a9c5"],"observation_id":"obs_f2c2692b1fb1f911ad49","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":5.66,"augmentation_metadata":{"downscale_factor":0.437,"red_scale":0.945,"blue_scale":1.055,"contrast_factor":1.091,"brightness_factor":1.063,"blur_sigma":0.777,"crop_applied":false,"camera_distance_factors":[0.906],"legibility_scale_corrections":[0.0],"final_contrast_stddev":51.54,"jpeg_quality":73,"documents":[{"rotation_deg":-2.874,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13771415522200286264,"difficulty":"very_hard","split":"validation"}
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{"image":"images/607_009547.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03105390045\",\"ncf\":\"B1420730761\",\"fecha_comprobante\":\"20240214\",\"monto_facturado\":121000.00,\"itbis_facturado\":21780.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":142780.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MARIA BETHANIA CASTRO GONZALEZ\\nRNC EMISOR: 03103075812\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HENRY STIVEN NUÑEZ RODRIGUEZ\\nRNC CLIENTE: 03105390045\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1420730761\\nFACTURA NO.: 6293364\\nAUTORIZACION: 949327496\\nTELEFONO: 809-551-5623\\nFECHA: 14/02/2024  HORA: 19:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  17,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA\\n                                  12,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  24,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  60,000.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                   7,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      121,000.00\\nITBIS 18% RD$      21,780.00\\nTOTAL RD$         142,780.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 2036208\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 23314717\\nMBC\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["03103075812"],"invoice_ids":["inv_73692e278e200c36b921"],"observation_id":"obs_cbad04ae1a36c23d7558","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":8.55,"augmentation_metadata":{"downscale_factor":0.95,"red_scale":0.961,"blue_scale":1.039,"contrast_factor":0.908,"brightness_factor":0.849,"blur_sigma":0.103,"crop_applied":false,"camera_distance_factors":[0.974],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.63,"jpeg_quality":90,"documents":[{"rotation_deg":0.427,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"MBC"}]},"num_invoices":1,"seed":14849757656158216432,"difficulty":"light","split":"train"}
{"image":"images/606_009548.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131768725\",\"ncf\":\"B1513262648\",\"fecha_comprobante\":\"20250314\",\"monto_facturado_servicios\":1159.50,\"monto_facturado_bienes\":50041.80,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ALVIN PLASTIC\\nALVIN PLASTIC SRL\\nRNC EMISOR: 131768725\\nCLIENTE: ALMENGO & ASOCIADOS SRL\\nRNC CLIENTE: 131603882\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1513262648\\nFACTURA NO.: 9265166\\nAUTORIZACION: 456161889\\nTELEFONO: 809-908-5397\\nFECHA: 14/03/2025  HORA: 15:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,159.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  40,190.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,452.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,399.80\\n-------------------------------------------\\nBASE IMPONIBLE RD$       51,201.30\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          51,201.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4898111\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 70611220\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131768725"],"invoice_ids":["inv_f722363f9cfb2269377c"],"observation_id":"obs_a0220de50d854a486442","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":8.67,"augmentation_metadata":{"downscale_factor":0.898,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":0.943,"brightness_factor":0.862,"blur_sigma":0.047,"crop_applied":false,"camera_distance_factors":[0.997],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.61,"jpeg_quality":91,"documents":[{"rotation_deg":-1.417,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10523377150120305785,"difficulty":"light","split":"train"}
{"image":"images/607_009549.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00112099353\",\"ncf\":\"E458157810995\",\"fecha_comprobante\":\"20240113\",\"monto_facturado\":15118.00,\"itbis_facturado\":2721.24,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7976.13,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":9863.11,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"WILTON ALBERTO OVIEDO DE LOS SANTOS\\nRNC EMISOR: 01500041296\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HONG YUEH ZHENG\\nRNC CLIENTE: 00112099353\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E458157810995\\nFACTURA NO.: 2203064\\nAUTORIZACION: 955580343\\nTELEFONO: 809-668-4894\\nFECHA: 13/01/2024  HORA: 15:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   6,757.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     572.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   2,780.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     656.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,353.00\\n-------------------------------------------\\nSUB-TOTAL RD$       15,118.00\\nIMPUESTO ITBIS RD$       2,721.24\\nTOTAL RD$          17,839.24\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 7306474\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 48975511\\nWAO\\nREVISADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["01500041296"],"invoice_ids":["inv_91083f4e18736713e44b"],"observation_id":"obs_0e467b4b707ad46d273d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":8.82,"augmentation_metadata":{"downscale_factor":0.783,"red_scale":1.036,"blue_scale":0.964,"contrast_factor":0.744,"brightness_factor":1.079,"blur_sigma":0.576,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":66.28,"jpeg_quality":82,"documents":[{"rotation_deg":-0.418,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"WAO"}]},"num_invoices":1,"seed":17828475513757482653,"difficulty":"hard","split":"train"}
{"image":"images/606_009550.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132021551\",\"ncf\":\"E445065908110\",\"fecha_comprobante\":\"20250717\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6031.80,\"itbis_facturado\":1085.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"ITALTERRENAS\\nITALTERRENAS SRL\\nRNC: 132021551\\nCLIENTE: LORA S ACADEMY AND BEAUTY SPACE BY\\nLORE\\nRNC CLIENTE: 133553546\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E445065908110\\nFACTURA NO.: 3621933\\nAUTORIZACION: 870752243\\nTELEFONO: 809-243-5879\\nFECHA: 17/07/2025  HORA: 11:36\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   6,031.80\\n-------------------------------------------\\nSUB-TOTAL RD$        6,031.80\\nITBIS 18% RD$       1,085.72\\nTOTAL RD$           7,117.52\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4394421\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 45148982\\nI\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132021551"],"invoice_ids":["inv_ddf85be48c3aebf97874"],"observation_id":"obs_485c3c2711b3ead07d6d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":11.13,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":1.015,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.75,"jpeg_quality":97,"documents":[{"rotation_deg":-0.005,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"I"}]},"num_invoices":1,"seed":1021711133129707692,"difficulty":"clean","split":"train"}
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{"image":"images/606_009552.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131269133\",\"ncf\":\"E459378907032\",\"fecha_comprobante\":\"20240129\",\"monto_facturado_servicios\":772.50,\"monto_facturado_bienes\":18505.00,\"itbis_facturado\":3469.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"G E WOODJECTS\\nG E WOODJECTS SRL\\nRNC 131269133\\nCLIENTE: GINA IRENE RIVAS SUAREZ\\nRNC CLIENTE: 00100784198\\nFACTURA DE CREDITO FISCAL\\nNCF: E459378907032\\nFACTURA NO.: 2238452\\nAUTORIZACION: 912240523\\nTELEFONO: 809-687-4304\\nFECHA: 29/01/2024  HORA: 08:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,964.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   2,116.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     772.50\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  11,830.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,595.00\\n-------------------------------------------\\nSUBTOTAL RD$       19,277.50\\nIMPUESTO ITBIS RD$       3,469.95\\nTOTAL RD$          22,747.45\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 2020171\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 66635387\\nEntregado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131269133"],"invoice_ids":["inv_1f7aa9571991a0eda5e3"],"observation_id":"obs_9b3a6ffb6d8eac6cf1ad","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":9.0,"augmentation_metadata":{"downscale_factor":0.854,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.774,"brightness_factor":1.094,"blur_sigma":0.58,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.97,"jpeg_quality":83,"documents":[{"rotation_deg":-0.621,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":16175737288216220374,"difficulty":"hard","split":"train"}
{"image":"images/607_009553.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113132385\",\"ncf\":\"E322846840412\",\"fecha_comprobante\":\"20250706\",\"monto_facturado\":21821.90,\"itbis_facturado\":3927.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":25749.84,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133612739\",\"ncf\":\"E320404634624\",\"fecha_comprobante\":\"20251025\",\"monto_facturado\":69200.00,\"itbis_facturado\":12456.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":53015.60,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":28640.40,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"122006958\",\"ncf\":\"E451834447118\",\"fecha_comprobante\":\"20240527\",\"monto_facturado\":464777.50,\"itbis_facturado\":83659.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":548437.45,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CONTRATISTA DE EDESUR\\nRNC EMISOR: 00104828892\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LEONCIO ANTONIO PICHARDO\\nRNC CLIENTE: 00113132385\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322846840412\\nFACTURA NO.: 0277309\\nAUTORIZACION: 847447898\\nTELEFONO: 809-319-8145\\nFECHA: 06/07/2025  HORA: 13:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  ALQUILER DE VEHICULO        19,972.00\\n    1  VIAJE     SERVICIO DE MENSAJERIA       1,171.95\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA         677.95\\n----------------------------------------------\\nSUBTOTAL RD$       21,821.90\\nITBIS 18% RD$       3,927.94\\nTOTAL RD$          25,749.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 461982\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA ANVID\\nRNC EMISOR: 130270635\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MAGSI R&C SOLUTIONS SRL\\nRNC CLIENTE: 133612739\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320404634624\\nFACTURA NO.: 5651268\\nAUTORIZACION: 307999078\\nTELEFONO: 809-233-4842\\nFECHA: 25/10/2025  HORA: 12:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  SERVICIO  COMISION INMOBILIARIA       69,200.00\\n----------------------------------------------\\nSUBTOTAL RD$       69,200.00\\nIMPUESTO ITBIS RD$      12,456.00\\nTOTAL RD$          81,656.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4499399\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 13824904\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA HACORMA\\nRNC EMISOR: 130270511\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OBRAS TERMINACIONES SERVICIOS Y CONSTRU\\nRNC CLIENTE: 122006958\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451834447118\\nFACTURA NO.: 6336085\\nAUTORIZACION: 651450783\\nTELEFONO: 809-617-7081\\nFECHA: 27/05/2024  HORA: 17:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      105,391.00\\n    5  MES       ALQUILER DE LOCAL          340,347.50\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   19,039.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      464,777.50\\nITBIS 18% RD$      83,659.95\\nTOTAL RD$         548,437.45\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5628888\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\\nVERIFICADO\"}","template_ids":[11,4,7],"business_categories":["transporte","inmobiliario","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00104828892","130270635","130270511"],"invoice_ids":["inv_c8e29aa10d3acccb1af3","inv_9b1150da3bc8f16b4c39","inv_2007193f8e9b7fbc3116"],"observation_id":"obs_53a64dd1ec0449eb009c","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.997,"brightness_factor":1.005,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.37,"jpeg_quality":95,"documents":[{"rotation_deg":-0.08,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.071,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.125,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":1789930242275232039,"difficulty":"hard","split":"test"}
{"image":"images/606_009554.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108275462\",\"ncf\":\"E313379047264\",\"fecha_comprobante\":\"20241113\",\"monto_facturado_servicios\":760.00,\"monto_facturado_bienes\":9640.90,\"itbis_facturado\":1872.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5}],\"ocr\":\"RAFAEL ANTONIO MELO PEÑA\\nRAFAEL ANTONIO MELO PEÑA\\nRNC: 00108275462\\nCLIENTE: SIBEKAY INVESTMENTS S R L\\nRNC CLIENTE: 130285128\\nFACTURA DE CREDITO FISCAL\\nNCF: E313379047264\\nFACTURA NO.: 4785688\\nAUTORIZACION: 417965978\\nTELEFONO: 809-439-7399\\nFECHA: 13/11/2024  HORA: 08:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            760.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         1,623.90\\n    3  UNIDAD    MATERIAL DE OFICINA          3,945.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO         2,450.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,622.00\\n----------------------------------------------\\nSUB-TOTAL RD$       10,400.90\\nITBIS RD$       1,872.16\\nTOTAL RD$          12,273.06\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 8471800\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00108275462"],"invoice_ids":["inv_ce1442ad703ba7fdd94b"],"observation_id":"obs_876fa90e3a4db5458140","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.4,"augmentation_metadata":{"downscale_factor":0.966,"red_scale":1.016,"blue_scale":0.984,"contrast_factor":1.015,"brightness_factor":0.979,"blur_sigma":0.011,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":24.74,"jpeg_quality":93,"documents":[{"rotation_deg":-0.665,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2057382747000205773,"difficulty":"light","split":"train"}
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{"image":"images/606_009556.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131966837\",\"ncf\":\"E312662653163\",\"fecha_comprobante\":\"20251110\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4152.00,\"itbis_facturado\":747.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"GUIBEI IMPORT G & B\\nGUIBEI IMPORT G & B SRL\\nRNC EMISOR: 131966837\\nCLIENTE: VICTOR VENTURA SEVERINO\\nRNC CLIENTE: 00107842585\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E312662653163\\nFACTURA NO.: 1454974\\nAUTORIZACION: 995935211\\nTELEFONO: 809-989-4808\\nFECHA: 10/11/2025  HORA: 08:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                   4,152.00\\n-------------------------------------------\\nSUBTOTAL RD$        4,152.00\\nITBIS 18% RD$         747.36\\nTOTAL RD$           4,899.36\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 6035683\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["131966837"],"invoice_ids":["inv_711320de536bda4338d5"],"observation_id":"obs_d3c336595f71618a8493","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":10.04,"augmentation_metadata":{"downscale_factor":0.903,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.108,"brightness_factor":0.853,"blur_sigma":0.39,"crop_applied":false,"camera_distance_factors":[0.921],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.34,"jpeg_quality":94,"documents":[{"rotation_deg":0.351,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6537239686951231615,"difficulty":"light","split":"validation"}
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{"image":"images/606_009558.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101829801\",\"ncf\":\"B1501072229\",\"fecha_comprobante\":\"20250304\",\"monto_facturado_servicios\":61389.99,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"VIJOSA\\nINMOBILIARIA VIJO S A\\nRNC 101829801\\nCLIENTE: MARCELINA PAREDES GARCIA\\nRNC CLIENTE: 00106992027\\nFACTURA DE CREDITO FISCAL\\nNCF: B1501072229\\nFACTURA NO.: 5737527\\nAUTORIZACION: 932858737\\nTELEFONO: 809-616-5618\\nFECHA: 04/03/2025  HORA: 13:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                  46,284.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  15,105.99\\n-------------------------------------------\\nSUB-TOTAL RD$       61,389.99\\nITBIS RD$           0.00\\nTOTAL RD$          61,389.99\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 3821443\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 12669434\\nCargo almacen\"}","template_ids":[0],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["101829801"],"invoice_ids":["inv_046f4bcc490424afdf21"],"observation_id":"obs_c698aa86795a1b2f1604","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.95,"augmentation_metadata":{"downscale_factor":0.972,"red_scale":0.954,"blue_scale":1.046,"contrast_factor":0.993,"brightness_factor":1.021,"blur_sigma":0.157,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.37,"jpeg_quality":88,"documents":[{"rotation_deg":-0.137,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8670466399020348985,"difficulty":"light","split":"train"}
{"image":"images/607_009559.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101509971\",\"ncf\":\"E314864563697\",\"fecha_comprobante\":\"20250605\",\"monto_facturado\":11706.45,\"itbis_facturado\":2107.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":13813.61,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"6CPS IMPORTADORA\\nRNC EMISOR: 132883527\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SAVI S A\\nRNC CLIENTE: 101509971\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E314864563697\\nFACTURA NO.: 4243674\\nAUTORIZACION: 651154296\\nTELEFONO: 809-678-1904\\nFECHA: 05/06/2025  HORA: 11:28\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,199.50\\n    5  UNIDAD    EQUIPO ELECTRICO             4,550.00\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,956.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       11,706.45\\nITBIS RD$       2,107.16\\nTOTAL RD$          13,813.61\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6214776\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 78246565\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132883527"],"invoice_ids":["inv_953d6da9789e210fd6de"],"observation_id":"obs_e0ecdd04f0e617101588","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":0.986,"blue_scale":1.014,"contrast_factor":0.925,"brightness_factor":0.934,"blur_sigma":0.207,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":48.65,"jpeg_quality":85,"documents":[{"rotation_deg":0.74,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6973977669579619600,"difficulty":"hard","split":"train"}
{"image":"images/606_009560.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04701692701\",\"ncf\":\"E323764564116\",\"fecha_comprobante\":\"20250729\",\"monto_facturado_servicios\":14888.94,\"monto_facturado_bienes\":39304.00,\"itbis_facturado\":9754.73,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"130593132\",\"ncf\":\"B0167565839\",\"fecha_comprobante\":\"20241005\",\"monto_facturado_servicios\":79000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":14220.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"BLAS VALERIO SEBALLOS\\nBLAS VALERIO SEBALLOS\\nRNC 04701692701\\nCLIENTE: MAITE BERENICE LOPEZ DE RAMIREZ\\nRNC CLIENTE: 08700173688\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323764564116\\nFACTURA NO.: 3505908\\nAUTORIZACION: 72685738\\nTELEFONO: 809-419-4788\\nFECHA: 29/07/2025  HORA: 15:17\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    JUEGO DE PASTILLAS DE\\n                 FRENO\\n                                  36,710.00\\n    1  SERVICIO  ALINEACION Y BALANCEO\\n                                   2,759.99\\n    1  SERVICIO  REPARACION MECANICA\\n                                  12,128.95\\n    2  UNIDAD    FILTRO DE ACEITE\\n                                   1,372.00\\n    2  UNIDAD    ACEITE DE MOTOR\\n                                   1,222.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       54,192.94\\nITBIS 18% RD$       9,754.73\\nTOTAL RD$          63,947.67\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 3637245\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEPM PLUS\\nEPM PLUS E I R L\\nRNC 130593132\\nCLIENTE: DG FERRETERIA SRL\\nRNC CLIENTE: 131730183\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0167565839\\nFACTURA NO.: 0593198\\nAUTORIZACION: 16296505\\nTELEFONO: 809-537-5058\\nFECHA: 05/10/2024  HORA: 16:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       44,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      22,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      13,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       79,000.00\\nITBIS 18% RD$      14,220.00\\nTOTAL RD$          93,220.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9299390\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 86872817\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[0,10],"business_categories":["automotriz","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04701692701","130593132"],"invoice_ids":["inv_727b5cc643ac4429fbbc","inv_fc0720b197ed78fe025d"],"observation_id":"obs_6f366f4f555ca6765439","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.978,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.94,"brightness_factor":1.028,"blur_sigma":0.245,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":39.24,"jpeg_quality":92,"documents":[{"rotation_deg":-0.057,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.149,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":11587454486408932792,"difficulty":"medium","split":"train"}
{"image":"images/607_009561.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"05500353171\",\"ncf\":\"E322768611733\",\"fecha_comprobante\":\"20250407\",\"monto_facturado\":56500.00,\"itbis_facturado\":10170.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":66670.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03300367129\",\"ncf\":\"E311949184295\",\"fecha_comprobante\":\"20250806\",\"monto_facturado\":129277.00,\"itbis_facturado\":23269.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":152546.86,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LAUMARQ CONSTRUCTORA\\nRNC EMISOR: 133182742\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: VIANNY JINAIDA ALMONTE HERNANDEZ\\nRNC CLIENTE: 05500353171\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E322768611733\\nFACTURA NO.: 1245753\\nAUTORIZACION: 435457617\\nTELEFONO: 809-648-2838\\nFECHA: 07/04/2025  HORA: 08:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       32,500.00\\n    1  SERVICIO  ASESORIA TECNICA            24,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       56,500.00\\nIMPUESTO ITBIS RD$      10,170.00\\nTOTAL RD$          66,670.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 3834243\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 65214593\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nCRISIANY PAREDES DE LA CRUZ\\nRNC EMISOR: 22500557834\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN ADRIANO MADERA MARTINEZ\\nRNC CLIENTE: 03300367129\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311949184295\\nFACTURA NO.: 8508214\\nAUTORIZACION: 179077051\\nTELEFONO: 809-367-7016\\nFECHA: 06/08/2025  HORA: 13:45\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA            6,477.00\\n    4  SERVICIO  ALQUILER DE VEHICULO        23,880.00\\n    5  VIAJE     SERVICIO DE MENSAJERIA       2,745.00\\n    4  VIAJE     TRANSPORTE DE CARGA         25,660.00\\n    5  VIAJE     SERVICIO DE TRANSPORTE      70,515.00\\n----------------------------------------------\\nSUBTOTAL RD$      129,277.00\\nITBIS 18% RD$      23,269.86\\nTOTAL RD$         152,546.86\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6523297\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 51955947\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCargo a oficina\"}","template_ids":[7,2],"business_categories":["profesional","transporte"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133182742","22500557834"],"invoice_ids":["inv_1f9533c502ff82a9c59b","inv_51bd09c681b9d6785b80"],"observation_id":"obs_ab05743c1d5f7a525d4a","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.982,"brightness_factor":0.993,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":23.26,"jpeg_quality":97,"documents":[{"rotation_deg":-0.106,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.069,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":476364758150993498,"difficulty":"medium","split":"train"}
{"image":"images/606_009562.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04500024767\",\"ncf\":\"E315853740654\",\"fecha_comprobante\":\"20250521\",\"monto_facturado_servicios\":170786.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":30741.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"RAFAEL GONELL REGALADO\\nRAFAEL GONELL REGALADO\\nRNC: 04500024767\\nCLIENTE: BRITISH AMERICAN LANGUAGES SCHOOL C POR\\nRNC CLIENTE: 130551367\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E315853740654\\nFACTURA NO.: 9089770\\nAUTORIZACION: 220098811\\nTELEFONO: 809-742-4003\\nFECHA: 21/05/2025  HORA: 19:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      107,052.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       34,703.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE    5,009.00\\n    1  MES       ALQUILER DE LOCAL           15,867.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    8,155.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      170,786.00\\nITBIS RD$      30,741.48\\nTOTAL RD$         201,527.48\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7004510\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nVerificado\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["04500024767"],"invoice_ids":["inv_f8dc4327e7d79526234c"],"observation_id":"obs_303be4a9c775d8e6b4a8","variant_index":0,"degradation_profile":"good_phone","scene_type":"white","estimated_min_text_px":6.83,"augmentation_metadata":{"downscale_factor":0.979,"red_scale":1.041,"blue_scale":0.959,"contrast_factor":0.83,"brightness_factor":0.946,"blur_sigma":0.01,"crop_applied":false,"camera_distance_factors":[0.883],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.29,"jpeg_quality":91,"documents":[{"rotation_deg":-0.626,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11669086657031657606,"difficulty":"light","split":"train"}
{"image":"images/607_009563.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00117694034\",\"ncf\":\"E317624596581\",\"fecha_comprobante\":\"20241124\",\"monto_facturado\":7000.00,\"itbis_facturado\":1260.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":8260.00}],\"ocr\":\"CLUB CULTURAL DE BEISBOL SIXTO ROSA DUARTE\\nRNC EMISOR: 430197297\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOAN SALVADOR SUERO BAEZ\\nRNC CLIENTE: 00117694034\\nFACTURA DE CREDITO FISCAL\\nNCF: E317624596581\\nFACTURA NO.: 0408059\\nAUTORIZACION: 475696856\\nTELEFONO: 809-955-8456\\nFECHA: 24/11/2024  HORA: 16:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME       7,000.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,000.00\\nIMPUESTO ITBIS RD$       1,260.00\\nTOTAL RD$           8,260.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 6758627\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430197297"],"invoice_ids":["inv_9cd76ad14e7cea1d6aaa"],"observation_id":"obs_f64fc90d33dd6ab5b276","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":7.06,"augmentation_metadata":{"downscale_factor":0.88,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.961,"brightness_factor":0.861,"blur_sigma":0.774,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":45.77,"jpeg_quality":87,"documents":[{"rotation_deg":-2.695,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15734991139979768668,"difficulty":"medium","split":"test"}
{"image":"images/606_009564.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03300333683\",\"ncf\":\"E320665583779\",\"fecha_comprobante\":\"20251221\",\"monto_facturado_servicios\":11059.45,\"monto_facturado_bienes\":884.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CLINICA DENTAL DR. REYMUNDO ROJAS\\nREYMUNDO BAUTISTA ROJAS HERNANDEZ\\nRNC 03300333683\\nCLIENTE: EMBARQUES UNIDOS M T S A\\nRNC CLIENTE: 130280942\\nFACTURA DE CREDITO FISCAL\\nNCF: E320665583779\\nFACTURA NO.: 8263257\\nAUTORIZACION: 942334805\\nTELEFONO: 809-703-1904\\nFECHA: 21/12/2025  HORA: 11:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                     884.00\\n    1  SERVICIO  CONSULTA MEDICA\\n                                   3,623.00\\n    1  SERVICIO  ANALISIS DE LABORATORIO\\n                                   3,779.50\\n    1  SERVICIO  EVALUACION ODONTOLOGICA\\n                                   3,656.95\\n-------------------------------------------\\nSUBTOTAL RD$       11,943.45\\nITBIS RD$           0.00\\nTOTAL RD$          11,943.45\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 381466\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 51173645\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["salud"],"catalog_sources":[["curated"]],"issuer_rncs":["03300333683"],"invoice_ids":["inv_213811934e8b7241747e"],"observation_id":"obs_2455ab3f49aaef2e9273","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":8.43,"augmentation_metadata":{"downscale_factor":0.903,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":0.918,"brightness_factor":0.956,"blur_sigma":0.538,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.46,"jpeg_quality":83,"documents":[{"rotation_deg":-0.009,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":257718395309371995,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 22639313\\n\\n--- FACTURA ---\\n\\nDALUCAS SERVICE\\nRNC EMISOR: 131121918\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MUNDO REPUESTOS GAA SRL\\nRNC CLIENTE: 131958028\\nFACTURA DE CREDITO FISCAL\\nNCF B0269933699\\nFACTURA NO.: 3425699\\nAUTORIZACION: 192656606\\nTELEFONO: 809-804-5893\\nFECHA: 02/10/2025  HORA: 16:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        14,166.00\\n    3  UNIDAD    EQUIPO ELECTRICO            21,435.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       35,601.00\\nITBIS 18% RD$       6,408.18\\nTOTAL RD$          42,009.18\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 3287568\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 21508502\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nJULIO CESAR PEREZ MOQUETE\\nRNC EMISOR: 02000126355\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JAVIER EMILIO FERNANDEZ ADAMES\\nRNC CLIENTE: 00104491196\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0133490617\\nFACTURA NO.: 8011706\\nAUTORIZACION: 72625785\\nTELEFONO: 809-554-4914\\nFECHA: 05/03/2025  HORA: 16:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA          1,738.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            818.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO        17,201.97\\n----------------------------------------------\\nBASE IMPONIBLE RD$       19,757.97\\nITBIS 18% RD$           0.00\\nTOTAL RD$          19,757.97\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 7606043\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009571.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101010959\",\"ncf\":\"B1563011234\",\"fecha_comprobante\":\"20240929\",\"monto_facturado\":68326.99,\"itbis_facturado\":12298.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":80625.85}],\"ocr\":\"GILBERTO ANTONIO TAVERAS FERREIRAS\\nRNC EMISOR: 05400118583\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INDUSTRIAS PERLA SRL\\nRNC CLIENTE: 101010959\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1563011234\\nFACTURA NO.: 7233464\\nAUTORIZACION: 679599646\\nTELEFONO: 809-822-4421\\nFECHA: 29/09/2024  HORA: 14:17\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    BATERIA AUTOMOTRIZ          27,312.00\\n    1  SERVICIO  MANTENIMIENTO PREVENTIVO     4,032.00\\n    5  UNIDAD    FILTRO DE ACEITE             2,660.00\\n    5  UNIDAD    JUEGO DE PASTILLAS DE FRENO   11,400.00\\n    1  SERVICIO  REPARACION MECANICA         22,922.99\\n----------------------------------------------\\nSUBTOTAL RD$       68,326.99\\nIMPUESTO ITBIS RD$      12,298.86\\nTOTAL RD$          80,625.85\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 803683\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 85166168\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nVERIFICADO\"}","template_ids":[10],"business_categories":["automotriz"],"catalog_sources":[["curated"]],"issuer_rncs":["05400118583"],"invoice_ids":["inv_99170731e2812d848cff"],"observation_id":"obs_549a857f29bb4a1de661","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":7.72,"augmentation_metadata":{"downscale_factor":0.846,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.994,"brightness_factor":0.969,"blur_sigma":0.061,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":83.87,"jpeg_quality":79,"documents":[{"rotation_deg":0.79,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16061778194499654424,"difficulty":"hard","split":"train"}
{"image":"images/606_009572.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00108704396\",\"ncf\":\"B1450680761\",\"fecha_comprobante\":\"20241103\",\"monto_facturado_servicios\":1496.00,\"monto_facturado_bienes\":16370.00,\"itbis_facturado\":3215.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"RAFAEL ANTONIO DELGADO VARGAS\\nRAFAEL ANTONIO DELGADO VARGAS\\nRNC: 00108704396\\nCLIENTE: CESILIO YGNACIO ABREU PICHARDO\\nRNC CLIENTE: 05000039973\\nFACTURA DE CREDITO FISCAL\\nNCF B1450680761\\nFACTURA NO.: 1391621\\nAUTORIZACION: 735156995\\nTELEFONO: 809-316-4839\\nFECHA: 03/11/2024  HORA: 14:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO        14,468.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,902.00\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,496.00\\n----------------------------------------------\\nSUB-TOTAL RD$       17,866.00\\nIMPUESTO ITBIS RD$       3,215.88\\nTOTAL RD$          21,081.88\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1985523\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCargo almacen\"}","template_ids":[4],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00108704396"],"invoice_ids":["inv_99ad839c00a28d9fce86"],"observation_id":"obs_a8aded4d2bdb69a3b796","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.85,"augmentation_metadata":{"downscale_factor":0.448,"red_scale":1.067,"blue_scale":0.933,"contrast_factor":0.962,"brightness_factor":1.054,"blur_sigma":1.134,"crop_applied":false,"camera_distance_factors":[0.886],"legibility_scale_corrections":[0.0],"final_contrast_stddev":83.78,"jpeg_quality":69,"documents":[{"rotation_deg":0.67,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11981407641023302946,"difficulty":"very_hard","split":"test"}
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{"image":"images/607_009583.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101028718\",\"ncf\":\"E322974273361\",\"fecha_comprobante\":\"20251012\",\"monto_facturado\":48999.91,\"itbis_facturado\":8819.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":57819.89,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRUGAIA\\nRNC EMISOR: 131933572\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOHNSON & JOHNSON DOMINICANA SAS\\nRNC CLIENTE: 101028718\\nFACTURA DE CREDITO FISCAL\\nNCF: E322974273361\\nFACTURA NO.: 1157005\\nAUTORIZACION: 586325508\\nTELEFONO: 809-607-8517\\nFECHA: 12/10/2025  HORA: 20:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     533.95\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,679.96\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  30,852.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,934.00\\n-------------------------------------------\\nSUBTOTAL RD$       48,999.91\\nITBIS 18% RD$       8,819.98\\nTOTAL RD$          57,819.89\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 5113793\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 32397432\\nF\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131933572"],"invoice_ids":["inv_769e6f988ef2b2b18206"],"observation_id":"obs_508ce9897284c3c87ee7","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.98,"augmentation_metadata":{"downscale_factor":0.733,"red_scale":0.976,"blue_scale":1.024,"contrast_factor":0.919,"brightness_factor":0.933,"blur_sigma":0.334,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.42,"jpeg_quality":81,"documents":[{"rotation_deg":2.601,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"F"}]},"num_invoices":1,"seed":16577604765140264508,"difficulty":"hard","split":"validation"}
{"image":"images/606_009584.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131803717\",\"ncf\":\"E452212704158\",\"fecha_comprobante\":\"20240531\",\"monto_facturado_servicios\":17500.00,\"monto_facturado_bienes\":17235.00,\"itbis_facturado\":6252.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"CAMPOSANTO PUÑAL\\nCAMPOSANTO PUÑAL SRL\\nRNC 131803717\\nCLIENTE: INGENIERIA ENERGETICA Y CLIMATIZACION S\\nRNC CLIENTE: 132385519\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E452212704158\\nFACTURA NO.: 8950378\\nAUTORIZACION: 456687240\\nTELEFONO: 809-639-3036\\nFECHA: 31/05/2024  HORA: 13:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  QUINTAL   VARILLA CORRUGADA 3/8        7,622.00\\n    1  SERVICIO  INSTALACION ELECTRICA       17,500.00\\n   16  UNIDAD    CODO PVC 1/2 PULGADA           448.00\\n    3  METRO3    ARENA GRIS LAVADA GRUESA     8,277.00\\n    4  UNIDAD    BROCHA PARA PINTURA 3 PULGADAS      888.00\\n----------------------------------------------\\nSUBTOTAL RD$       34,735.00\\nITBIS RD$       6,252.30\\nTOTAL RD$          40,987.30\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1050837\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 16448770\\nENTREGADO\"}","template_ids":[13],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["131803717"],"invoice_ids":["inv_f9c4fe07b5bcb8f22f9b"],"observation_id":"obs_ed8c36469c45e5274c21","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.77,"augmentation_metadata":{"downscale_factor":0.759,"red_scale":0.991,"blue_scale":1.009,"contrast_factor":0.752,"brightness_factor":1.082,"blur_sigma":0.502,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.31,"jpeg_quality":90,"documents":[{"rotation_deg":0.418,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":18258852434373845557,"difficulty":"medium","split":"validation"}
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{"image":"images/606_009586.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132801563\",\"ncf\":\"E444053823697\",\"fecha_comprobante\":\"20240125\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":12510.42,\"itbis_facturado\":2251.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"INNOVIA\\nINNOVIA SRL\\nRNC: 132801563\\nCLIENTE: CCTS CARIBBEAN CHALLENGE TRADE & SERVIC\\nRNC CLIENTE: 132764005\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E444053823697\\nFACTURA NO.: 3663375\\nAUTORIZACION: 453003008\\nTELEFONO: 809-462-2241\\nFECHA: 25/01/2024  HORA: 15:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         1,479.96\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,919.96\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,256.50\\n    1  UNIDAD    EQUIPO ELECTRICO             2,854.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       12,510.42\\nITBIS RD$       2,251.88\\nTOTAL RD$          14,762.30\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 3232394\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 77774029\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nI\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132801563"],"invoice_ids":["inv_f65329d7e4d2ef957540"],"observation_id":"obs_b0271e41c1bf2db6ded0","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.726,"red_scale":0.997,"blue_scale":1.003,"contrast_factor":0.921,"brightness_factor":0.958,"blur_sigma":0.545,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":36.86,"jpeg_quality":88,"documents":[{"rotation_deg":0.496,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"I"}]},"num_invoices":1,"seed":7110353052228959966,"difficulty":"hard","split":"test"}
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{"image":"images/606_009612.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130052026\",\"ncf\":\"B1414092957\",\"fecha_comprobante\":\"20240720\",\"monto_facturado_servicios\":178173.80,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"102012571\",\"ncf\":\"E323313769632\",\"fecha_comprobante\":\"20240901\",\"monto_facturado_servicios\":197000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":35460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"132415027\",\"ncf\":\"B1567072228\",\"fecha_comprobante\":\"20250921\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":14476.50,\"itbis_facturado\":2605.77,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"ANTURZALE C POR A\\nANTURZALE C POR A\\nRNC: 130052026\\nCLIENTE: FARMANOR SRL\\nRNC CLIENTE: 132992113\\nFACTURA DE CREDITO FISCAL\\nNCF B1414092957\\nFACTURA NO.: 1362659\\nAUTORIZACION: 945962499\\nTELEFONO: 809-575-4318\\nFECHA: 20/07/2024  HORA: 19:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                  42,542.00\\n    4  MES       ALQUILER DE LOCAL\\n                                 135,631.80\\n-------------------------------------------\\nSUBTOTAL RD$      178,173.80\\nITBIS 18% RD$           0.00\\nTOTAL RD$         178,173.80\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3647916\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 25592629\\n\\n--- FACTURA ---\\n\\nINVERSIONES CONTINENTAL S A\\nINVERSIONES CONTINENTAL S A\\nRNC 102012571\\nCLIENTE: DTBA COMERCIAL SRL\\nRNC CLIENTE: 131907954\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323313769632\\nFACTURA NO.: 5933205\\nAUTORIZACION: 205868979\\nTELEFONO: 809-826-7723\\nFECHA: 01/09/2024  HORA: 09:02\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                                  5,000.00\\n    3  MES       SERVICIOS CONTABLES DEL MES\\n                                                 84,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                                108,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      197,000.00\\nITBIS RD$      35,460.00\\nTOTAL RD$         232,460.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 218423\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 62917243\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nNEUMATICOS Y SERVICIOS LA LLANTA WEG\\nNEUMATICOS Y SERVICIOS LA LLANTA WEG EIRL\\nRNC: 132415027\\nCLIENTE: MIGUEL ALBERTO LEON SIGARAN\\nRNC CLIENTE: 00101390227\\nFACTURA DE CREDITO FISCAL\\nNCF B1567072228\\nFACTURA NO.: 5985944\\nAUTORIZACION: 397970858\\nTELEFONO: 809-981-9934\\nFECHA: 21/09/2025  HORA: 15:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   9,108.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   5,368.50\\n-------------------------------------------\\nSUB-TOTAL RD$       14,476.50\\nITBIS RD$       2,605.77\\nTOTAL RD$          17,082.27\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 6196426\\nGRACIAS POR SU COMPRA\"}","template_ids":[5,9,0],"business_categories":["inmobiliario","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130052026","102012571","132415027"],"invoice_ids":["inv_d98947c37297f8c63512","inv_63a3901f7349749bc5f4","inv_fd3b82a4059707ae067e"],"observation_id":"obs_8c47c2597b0e35a8e70d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":4.97,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.605,"brightness_factor":1.086,"blur_sigma":0.435,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":52.0,"jpeg_quality":87,"documents":[{"rotation_deg":0.97,"perspective":0.008,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.504,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":0.207,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":8299282120415130521,"difficulty":"hard","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 74929110\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nPROYECTOS TERRENOS S A\\nPROYECTOS TERRENOS S A\\nRNC 103002392\\nCLIENTE: JOSE RAFAEL MEDINA\\nRNC CLIENTE: 09700051452\\nFACTURA DE CREDITO FISCAL\\nNCF: B0186950447\\nFACTURA NO.: 9277217\\nAUTORIZACION: 393420510\\nTELEFONO: 809-680-7355\\nFECHA: 11/02/2025  HORA: 17:07\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   17,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       17,500.00\\nITBIS 18% RD$       3,150.00\\nTOTAL RD$          20,650.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 7103102\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 40016067\\n\\n--- FACTURA ---\\n\\nCARIBBEAN INVESTMENTS REALTY SERVICES ANIC\\nCARIBBEAN INVESTMENTS REALTY SERVICES ANICECOR S\\nRNC: 132793201\\nCLIENTE: AQUA CLIVIA SRL\\nRNC CLIENTE: 133312484\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451469270041\\nFACTURA NO.: 7151254\\nAUTORIZACION: 39715022\\nTELEFONO: 809-951-5183\\nFECHA: 14/05/2024  HORA: 17:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       ALQUILER DE LOCAL          100,763.00\\n----------------------------------------------\\nSUBTOTAL RD$      100,763.00\\nITBIS RD$      18,137.34\\nTOTAL RD$         118,900.34\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 5476394\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nCIR\\nARCHIVADO\\n\\n--- FACTURA ---\\n\\nCITYPHONE AUSTIN\\nASHELY LETICIA ROSA ROSARIO\\nRNC EMISOR: 40215814860\\nCLIENTE: FLOWERPOWER FILM SERVICES SRL\\nRNC CLIENTE: 133081547\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1404940146\\nFACTURA NO.: 4593368\\nAUTORIZACION: 219463933\\nTELEFONO: 809-993-8350\\nFECHA: 10/09/2024  HORA: 14:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  18,300.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     856.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   5,104.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     902.00\\n-------------------------------------------\\nSUB-TOTAL RD$       25,162.00\\nITBIS 18% RD$       4,529.16\\nTOTAL RD$          29,691.16\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2188301\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 80844564\"}","template_ids":[3,2,12,5],"business_categories":["profesional","profesional","inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["430228028","103002392","132793201","40215814860"],"invoice_ids":["inv_0321831c44ec308c9fe6","inv_e6287ad990a6fcc88307","inv_34fc1ab8a5106b7dd7c9","inv_fcc48da2aa395ce5afd5"],"observation_id":"obs_1b3591d508968a4fe496","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.64,"augmentation_metadata":{"downscale_factor":0.696,"red_scale":0.98,"blue_scale":1.02,"contrast_factor":0.853,"brightness_factor":0.877,"blur_sigma":0.316,"crop_applied":false,"camera_distance_factors":[0.928,0.966,0.922,0.964],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":47.1,"jpeg_quality":82,"documents":[{"rotation_deg":2.184,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-3.157,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":2.718,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.545,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"initials","text":"CIR"},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":17466949287108289917,"difficulty":"very_hard","split":"train"}
{"image":"images/607_009625.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101608784\",\"ncf\":\"E453520417898\",\"fecha_comprobante\":\"20251031\",\"monto_facturado\":13580.74,\"itbis_facturado\":2444.53,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":16025.27,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"RUTHY TRAVEL S A\\nRNC EMISOR: 101622032\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUILLERMO ANTONIO SANTANA\\nFERNANDEZ\\nRNC CLIENTE: 00101608784\\nFACTURA DE CREDITO FISCAL\\nNCF E453520417898\\nFACTURA NO.: 0021200\\nAUTORIZACION: 915867046\\nTELEFONO: 809-286-6870\\nFECHA: 31/10/2025  HORA: 20:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   6,006.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,594.75\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   4,606.99\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                   1,373.00\\n-------------------------------------------\\nSUB-TOTAL RD$       13,580.74\\nITBIS RD$       2,444.53\\nTOTAL RD$          16,025.27\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 9645666\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 25141653\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPROCESADO\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101622032"],"invoice_ids":["inv_3da3a365830209eb85f3"],"observation_id":"obs_2465e6d669b77ea790a2","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.18,"augmentation_metadata":{"downscale_factor":0.79,"red_scale":1.021,"blue_scale":0.979,"contrast_factor":0.797,"brightness_factor":1.022,"blur_sigma":0.286,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.21,"jpeg_quality":72,"documents":[{"rotation_deg":-0.838,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9691184383062470197,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 02\\nREFERENCIA: 89038493\\n\\n--- FACTURA ---\\n\\nGABRIEL ESTEBAN MARTE VARGAS\\nGABRIEL ESTEBAN MARTE VARGAS\\nRNC 03104189307\\nCLIENTE: COLISEO ANGEL CRUZ SRL\\nRNC CLIENTE: 132504879\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1596513201\\nFACTURA NO.: 6797196\\nAUTORIZACION: 856850388\\nTELEFONO: 809-271-3302\\nFECHA: 19/06/2025  HORA: 14:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  VISITA    INSPECCION TECNICA\\n                                  14,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       14,000.00\\nITBIS 18% RD$       2,520.00\\nTOTAL RD$          16,520.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9567556\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCONFECCIONES SONIA\\nSONIA NOLASCO PERALTA\\nRNC: 06100193942\\nCLIENTE: A3 DOMINICANA S A\\nRNC CLIENTE: 130500134\\nFACTURA DE CREDITO FISCAL\\nNCF: B0226659645\\nFACTURA NO.: 0063704\\nAUTORIZACION: 620688795\\nTELEFONO: 809-632-6853\\nFECHA: 22/05/2024  HORA: 14:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AJUSTE Y CONFECCION          2,120.50\\n    1  UNIDAD    CAMISA DE VESTIR             1,216.99\\n    4  UNIDAD    GORRA BORDADA                2,084.00\\n    2  UNIDAD    UNIFORME EMPRESARIAL         8,390.00\\n----------------------------------------------\\nSUB-TOTAL RD$       13,811.49\\nIMPUESTO ITBIS RD$       2,486.07\\nTOTAL RD$          16,297.56\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 1500993\\nGRACIAS POR SU COMPRA\\nCS\"}","template_ids":[2,1,13],"business_categories":["salud","profesional","ropa_comercio"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04400175388","03104189307","06100193942"],"invoice_ids":["inv_ca1169e5818a10ba6726","inv_191d8742a599ee28a27d","inv_980193188527e6df489f"],"observation_id":"obs_b6c18c03dbbb25b886b1","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.05,"augmentation_metadata":{"downscale_factor":0.823,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":0.733,"brightness_factor":1.092,"blur_sigma":0.506,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.31,"jpeg_quality":83,"documents":[{"rotation_deg":-0.096,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.925,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.753,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"initials","text":"CS"}]},"num_invoices":3,"seed":7850342562051984978,"difficulty":"hard","split":"train"}
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{"image":"images/606_009640.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130551758\",\"ncf\":\"E319183711588\",\"fecha_comprobante\":\"20240515\",\"monto_facturado_servicios\":392288.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":70611.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"975104 SRL\\n975104 SRL\\nRNC 130551758\\nCLIENTE: TORRE ALTAMAR 8\\nRNC CLIENTE: 430282911\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319183711588\\nFACTURA NO.: 8149282\\nAUTORIZACION: 82441165\\nTELEFONO: 809-337-3291\\nFECHA: 15/05/2024  HORA: 10:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  MES       ALQUILER DE LOCAL          303,834.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       31,099.50\\n    1  SERVICIO  COMISION INMOBILIARIA       36,683.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   20,671.00\\n----------------------------------------------\\nSUB-TOTAL RD$      392,288.00\\nIMPUESTO ITBIS RD$      70,611.84\\nTOTAL RD$         462,899.84\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 238105\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nCOPIA\\nPagado\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130551758"],"invoice_ids":["inv_c3dd47c9f8a05ddeabb3"],"observation_id":"obs_319c8e2dfc33227ce388","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.986,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.964,"brightness_factor":1.011,"blur_sigma":0.097,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.27,"jpeg_quality":95,"documents":[{"rotation_deg":-0.223,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1469894561885717963,"difficulty":"light","split":"train"}
{"image":"images/607_009641.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113738538\",\"ncf\":\"B0284726196\",\"fecha_comprobante\":\"20250713\",\"monto_facturado\":449794.50,\"itbis_facturado\":80963.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":351404.01,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":179353.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130573999\",\"ncf\":\"B0270932410\",\"fecha_comprobante\":\"20250729\",\"monto_facturado\":127500.00,\"itbis_facturado\":22950.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":150450.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AGATON INVESTMENTS S A\\nRNC EMISOR: 130360936\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MARIANO DE JESUS PICHARDO FIGUEROA\\nRNC CLIENTE: 00113738538\\nFACTURA DE CREDITO FISCAL\\nNCF: B0284726196\\nFACTURA NO.: 8550952\\nAUTORIZACION: 324963192\\nTELEFONO: 809-628-9698\\nFECHA: 13/07/2025  HORA: 09:08\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      189,092.00\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   33,544.50\\n    2  MES       ALQUILER DE LOCAL          227,158.00\\n----------------------------------------------\\nSUB-TOTAL RD$      449,794.50\\nIMPUESTO ITBIS RD$      80,963.01\\nTOTAL RD$         530,757.51\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 2268174\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nDON CRUSH\\nRNC EMISOR: 131821391\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: EIC EXPERT INVESTMENT CORP S R L\\nRNC CLIENTE: 130573999\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0270932410\\nFACTURA NO.: 1778172\\nAUTORIZACION: 660284341\\nTELEFONO: 809-522-8055\\nFECHA: 29/07/2025  HORA: 11:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    10,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      12,500.00\\n    1  SERVICIO  ASESORIA TECNICA            22,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   35,000.00\\n    1  CASO      REPRESENTACION LEGAL        48,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      127,500.00\\nITBIS RD$      22,950.00\\nTOTAL RD$         150,450.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 6305042\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 89413731\"}","template_ids":[4,13],"business_categories":["inmobiliario","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130360936","131821391"],"invoice_ids":["inv_c33dc659b6dc0b6b6fd5","inv_47b18d1c0ab59a1f1c36"],"observation_id":"obs_dd0012144b5356dbf2b5","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":4.82,"augmentation_metadata":{"downscale_factor":0.767,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.948,"brightness_factor":1.044,"blur_sigma":0.503,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":88.91,"jpeg_quality":91,"documents":[{"rotation_deg":-2.869,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.404,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":1487032115895589292,"difficulty":"hard","split":"train"}
{"image":"images/606_009642.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130697541\",\"ncf\":\"B0262939009\",\"fecha_comprobante\":\"20240209\",\"monto_facturado_servicios\":162574.60,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":29263.43,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"131361749\",\"ncf\":\"B0111370402\",\"fecha_comprobante\":\"20250619\",\"monto_facturado_servicios\":9255.00,\"monto_facturado_bienes\":9543.38,\"itbis_facturado\":3383.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"EMBARQUE TINEO S R L\\nEMBARQUE TINEO S R L\\nRNC 130697541\\nCLIENTE: MILDRES ONEIDA MARTINEZ FRIAS\\nRNC CLIENTE: 07100321004\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0262939009\\nFACTURA NO.: 0731517\\nAUTORIZACION: 357677756\\nTELEFONO: 809-388-8721\\nFECHA: 09/02/2024  HORA: 12:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     TRANSPORTE DE CARGA         63,242.85\\n    5  VIAJE     SERVICIO DE TRANSPORTE      74,879.75\\n    1  SERVICIO  GESTION LOGISTICA           24,452.00\\n----------------------------------------------\\nSUBTOTAL RD$      162,574.60\\nITBIS 18% RD$      29,263.43\\nTOTAL RD$         191,838.03\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4680200\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 02\\nREFERENCIA: 74636226\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nCONSTRUCCIONES & ARQUITECTURA JHATTENIN\\nCONSTRUCCIONES & ARQUITECTURA JHATTENIN SRL\\nRNC EMISOR: 131361749\\nCLIENTE: DIOSMARY LAMARCHE GUZMAN\\nRNC CLIENTE: 40220170258\\nFACTURA DE CREDITO FISCAL\\nNCF B0111370402\\nFACTURA NO.: 0672354\\nAUTORIZACION: 52383264\\nTELEFONO: 809-992-7113\\nFECHA: 19/06/2025  HORA: 08:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   19  UNIDAD    CODO PVC 1/2 PULGADA           379.05\\n    1  SERVICIO  MANO DE OBRA DE REPARACION    6,255.00\\n    3  METRO3    ARENA GRIS LAVADA GRUESA     7,702.50\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    3,000.00\\n   17  LIBRA     ALAMBRE DULCE CALIBRE 18     1,461.83\\n----------------------------------------------\\nSUBTOTAL RD$       18,798.38\\nITBIS 18% RD$       3,383.71\\nTOTAL RD$          22,182.09\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3380822\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 57990205\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[13,10],"business_categories":["transporte","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130697541","131361749"],"invoice_ids":["inv_054f8f56377ccf79095d","inv_773b3218ae8ec30189b9"],"observation_id":"obs_b08bb2264c3f6e2dc736","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.636,"red_scale":0.951,"blue_scale":1.049,"contrast_factor":0.768,"brightness_factor":1.04,"blur_sigma":0.638,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":22.64,"jpeg_quality":74,"documents":[{"rotation_deg":-0.075,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.476,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":3303568320781524547,"difficulty":"hard","split":"train"}
{"image":"images/607_009643.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03101998346\",\"ncf\":\"B0128981003\",\"fecha_comprobante\":\"20250330\",\"monto_facturado\":55000.00,\"itbis_facturado\":9900.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":64900.00},{\"rnc\":\"130454051\",\"ncf\":\"B0281937530\",\"fecha_comprobante\":\"20251007\",\"monto_facturado\":4607.00,\"itbis_facturado\":829.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":5436.26,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130700923\",\"ncf\":\"E451963274704\",\"fecha_comprobante\":\"20240515\",\"monto_facturado\":10233.99,\"itbis_facturado\":1842.12,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":7730.61,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":4345.50,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MISIONERAS LAURITAS\\nRNC EMISOR: 430006149\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DANILO HUMBERTO COLON GOMEZ\\nRNC CLIENTE: 03101998346\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0128981003\\nFACTURA NO.: 2097198\\nAUTORIZACION: 210559024\\nTELEFONO: 809-227-4142\\nFECHA: 30/03/2025  HORA: 18:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       24,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       16,000.00\\n    1  SERVICIO  ASESORIA TECNICA            15,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       55,000.00\\nITBIS 18% RD$       9,900.00\\nTOTAL RD$          64,900.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 3525418\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 69939603\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nTALLER SAN FELIPE\\nRNC EMISOR: 03102834417\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRANSPORTE ESCOLAR HERMANOS SMITH OROZC\\nRNC CLIENTE: 130454051\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0281937530\\nFACTURA NO.: 5263742\\nAUTORIZACION: 222171796\\nTELEFONO: 809-973-9716\\nFECHA: 07/10/2025  HORA: 15:20\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,216.00\\n    2  UNIDAD    MATERIAL DE OFICINA          3,391.00\\n----------------------------------------------\\nSUBTOTAL RD$        4,607.00\\nITBIS RD$         829.26\\nTOTAL RD$           5,436.26\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5119523\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 98461712\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nCompra almacen\\n\\n--- FACTURA ---\\n\\nAPFS AUTO PARTS\\nRNC EMISOR: 130899462\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ZONA VERDE GROUP SRL\\nRNC CLIENTE: 130700923\\nFACTURA DE CREDITO FISCAL\\nNCF: E451963274704\\nFACTURA NO.: 1052052\\nAUTORIZACION: 909843671\\nTELEFONO: 809-603-6713\\nFECHA: 15/05/2024  HORA: 12:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,376.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,880.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     580.99\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,397.00\\n-------------------------------------------\\nSUB-TOTAL RD$       10,233.99\\nIMPUESTO ITBIS RD$       1,842.12\\nTOTAL RD$          12,076.11\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 7811496\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009649.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04900758303\",\"ncf\":\"B1471466660\",\"fecha_comprobante\":\"20240212\",\"monto_facturado\":9833.00,\"itbis_facturado\":1769.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11602.94,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LUIS MIGUEL ROSARIO\\nRNC EMISOR: 22800004149\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: DALIANA ALCANTARA JEREZ\\nRNC CLIENTE: 04900758303\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1471466660\\nFACTURA NO.: 6570978\\nAUTORIZACION: 531600356\\nTELEFONO: 809-236-8301\\nFECHA: 12/02/2024  HORA: 14:58\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,043.50\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,789.50\\n-------------------------------------------\\nSUB-TOTAL RD$        9,833.00\\nIMPUESTO ITBIS RD$       1,769.94\\nTOTAL RD$          11,602.94\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 1697959\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["22800004149"],"invoice_ids":["inv_917a91c36689b96fd8b6"],"observation_id":"obs_9ad95c598dd6b18a409e","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":11.74,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.011,"brightness_factor":1.0,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.5,"jpeg_quality":96,"documents":[{"rotation_deg":0.137,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":17263486790199336930,"difficulty":"clean","split":"train"}
{"image":"images/606_009650.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06100254660\",\"ncf\":\"E440691664591\",\"fecha_comprobante\":\"20251210\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17696.00,\"itbis_facturado\":3185.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00114427420\",\"ncf\":\"B1588454198\",\"fecha_comprobante\":\"20240403\",\"monto_facturado_servicios\":101000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":18180.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"ALANNA STORE\\nALENNY . GARCIA CABRERA\\nRNC EMISOR: 06100254660\\nCLIENTE: GTL CONSULTORES & ASOCIADOS SRL\\nRNC CLIENTE: 132855353\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E440691664591\\nFACTURA NO.: 7432786\\nAUTORIZACION: 526866762\\nTELEFONO: 809-498-4374\\nFECHA: 10/12/2025  HORA: 17:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  17,696.00\\n-------------------------------------------\\nSUB-TOTAL RD$       17,696.00\\nIMPUESTO ITBIS RD$       3,185.28\\nTOTAL RD$          20,881.28\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1248133\\nGRACIAS POR SU COMPRA\\nAS\\n\\n--- FACTURA ---\\n\\nWILLIAMS  RODRIGUEZ PAULINO\\nWILLIAMS  RODRIGUEZ PAULINO\\nRNC 00114427420\\nCLIENTE: RAYO SOL DOMINICANA SRL\\nRNC CLIENTE: 133319128\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1588454198\\nFACTURA NO.: 1098834\\nAUTORIZACION: 963827226\\nTELEFONO: 809-704-9982\\nFECHA: 03/04/2024  HORA: 17:13\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   16,000.00\\n    1  MES       SERVICIOS CONTABLES DEL MES   27,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       43,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      101,000.00\\nITBIS RD$      18,180.00\\nTOTAL RD$         119,180.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5762553\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nProcesado\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["06100254660","00114427420"],"invoice_ids":["inv_bb59d99032eedb1e52db","inv_70462c2e1796e193975c"],"observation_id":"obs_b6e5ffa086521fc99a26","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.1,"augmentation_metadata":{"downscale_factor":0.97,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.975,"brightness_factor":0.982,"blur_sigma":0.026,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":95,"documents":[{"rotation_deg":-0.224,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.143,"perspective":0.003,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"AS"},{"kind":"none","text":""}]},"num_invoices":2,"seed":2883200354241299143,"difficulty":"medium","split":"train"}
{"image":"images/607_009651.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133413906\",\"ncf\":\"B0146277094\",\"fecha_comprobante\":\"20250210\",\"monto_facturado\":5596.00,\"itbis_facturado\":1007.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":6603.28,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FELIX HUMBERTO PEREZ REYNOSO\\nRNC EMISOR: 00200440683\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NEKA OUTSOURCING SRL\\nRNC CLIENTE: 133413906\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0146277094\\nFACTURA NO.: 1077406\\nAUTORIZACION: 236146186\\nTELEFONO: 809-865-9434\\nFECHA: 10/02/2025  HORA: 17:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    CERRADURA DE POMO            5,596.00\\n----------------------------------------------\\nSUBTOTAL RD$        5,596.00\\nIMPUESTO ITBIS RD$       1,007.28\\nTOTAL RD$           6,603.28\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5047129\\nGRACIAS POR SU COMPRA\\nFHP\\nPendiente\"}","template_ids":[3],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["00200440683"],"invoice_ids":["inv_a270e7db88e309b0d5dd"],"observation_id":"obs_5152c62552139c3a0182","variant_index":0,"degradation_profile":"handled_document","scene_type":"wood_light","estimated_min_text_px":7.39,"augmentation_metadata":{"downscale_factor":0.761,"red_scale":1.035,"blue_scale":0.965,"contrast_factor":1.041,"brightness_factor":0.912,"blur_sigma":0.533,"crop_applied":true,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":40.88,"jpeg_quality":79,"documents":[{"rotation_deg":-2.835,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"FHP"}]},"num_invoices":1,"seed":11862900439834459199,"difficulty":"hard","split":"validation"}
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{"image":"images/607_009653.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133098105\",\"ncf\":\"E441842790739\",\"fecha_comprobante\":\"20250613\",\"monto_facturado\":23716.80,\"itbis_facturado\":4269.02,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":10050.40,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":17935.42,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUNTA DE CENTRO EDUCATIVO AVE MARIA CASA D\\nRNC EMISOR: 430168051\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REFRISTARLIN EIRL\\nRNC CLIENTE: 133098105\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441842790739\\nFACTURA NO.: 1567684\\nAUTORIZACION: 380453496\\nTELEFONO: 809-579-1751\\nFECHA: 13/06/2025  HORA: 10:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,623.90\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     919.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  16,497.90\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     398.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   3,278.00\\n-------------------------------------------\\nSUB-TOTAL RD$       23,716.80\\nITBIS RD$       4,269.02\\nTOTAL RD$          27,985.82\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 2946501\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 10404823\\nJDC\\nRECIBIDO\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["430168051"],"invoice_ids":["inv_fd4b66524a0d2d98fc85"],"observation_id":"obs_44c29b9a163e0fb89418","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":8.89,"augmentation_metadata":{"downscale_factor":0.651,"red_scale":0.959,"blue_scale":1.041,"contrast_factor":0.85,"brightness_factor":1.037,"blur_sigma":0.341,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.32,"jpeg_quality":84,"documents":[{"rotation_deg":0.091,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JDC"}]},"num_invoices":1,"seed":1421054254658064717,"difficulty":"hard","split":"train"}
{"image":"images/606_009654.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133016494\",\"ncf\":\"B1579303832\",\"fecha_comprobante\":\"20240301\",\"monto_facturado_servicios\":133500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24030.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"VIVIALER DIGITAL AGENCY\\nVIVIALER DIGITAL AGENCY SRL\\nRNC: 133016494\\nCLIENTE: GERMAN ROBERTO RUBIO NUMA\\nRNC CLIENTE: 40223389459\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1579303832\\nFACTURA NO.: 1085612\\nAUTORIZACION: 658232968\\nTELEFONO: 809-670-3481\\nFECHA: 01/03/2024  HORA: 13:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES    64,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    22,500.00\\n    1  MES       SUPERVISION DE OBRA         47,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      133,500.00\\nITBIS 18% RD$      24,030.00\\nTOTAL RD$         157,530.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 7413779\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133016494"],"invoice_ids":["inv_98e1fbd53756983f9063"],"observation_id":"obs_c31b7d22142ed6cfad95","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":1.008,"blue_scale":0.992,"contrast_factor":0.96,"brightness_factor":0.999,"blur_sigma":0.002,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.26,"jpeg_quality":95,"documents":[{"rotation_deg":-0.238,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":4891298924034895602,"difficulty":"light","split":"validation"}
{"image":"images/607_009655.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"03102437922\",\"ncf\":\"B0131307953\",\"fecha_comprobante\":\"20240417\",\"monto_facturado\":15144.79,\"itbis_facturado\":2726.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":17870.85,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SERVICIO DE TRANSPORTE LOS CABALLOS\\nRNC EMISOR: 132485513\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: NORBERTO DE JESUS ZAPATA\\nRNC CLIENTE: 03102437922\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0131307953\\nFACTURA NO.: 0821258\\nAUTORIZACION: 638170925\\nTELEFONO: 809-985-2045\\nFECHA: 17/04/2024  HORA: 18:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  VIAJE     SERVICIO DE MENSAJERIA       3,407.80\\n    1  SERVICIO  GESTION LOGISTICA           11,736.99\\n----------------------------------------------\\nSUBTOTAL RD$       15,144.79\\nIMPUESTO ITBIS RD$       2,726.06\\nTOTAL RD$          17,870.85\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 5472698\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 13284552\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["132485513"],"invoice_ids":["inv_bfd0e0bf0ff3296a0a84"],"observation_id":"obs_87d551b77c39644067fd","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.67,"augmentation_metadata":{"downscale_factor":0.848,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":0.748,"brightness_factor":1.044,"blur_sigma":0.608,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.87,"jpeg_quality":79,"documents":[{"rotation_deg":-1.074,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2153484829948636688,"difficulty":"medium","split":"train"}
{"image":"images/606_009656.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132214447\",\"ncf\":\"B0216389843\",\"fecha_comprobante\":\"20250503\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":29141.00,\"itbis_facturado\":5245.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"101809914\",\"ncf\":\"B1428010933\",\"fecha_comprobante\":\"20250418\",\"monto_facturado_servicios\":46500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":8370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"TEXTILES JAQS\\nTEXTILES JAQS SRL\\nRNC: 132214447\\nCLIENTE: SELVANEX DOMINICANA SA\\nRNC CLIENTE: 130460736\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0216389843\\nFACTURA NO.: 4562685\\nAUTORIZACION: 331000994\\nTELEFONO: 809-241-6729\\nFECHA: 03/05/2025  HORA: 19:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         2,060.00\\n    3  UNIDAD    EQUIPO ELECTRICO            23,418.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO         3,663.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       29,141.00\\nITBIS 18% RD$       5,245.38\\nTOTAL RD$          34,386.38\\nFORMA DE PAGO: PERMUTA\\nCAJERO: LUIS\\nORDEN: 2146443\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 55645067\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nSERVICIOS PREPAGADOS DE SALUD S A\\nSERVICIOS PREPAGADOS DE SALUD S A\\nRNC EMISOR: 101809914\\nCLIENTE: HILTON ASTWOOD CONSTRUCTORA SRL\\nRNC CLIENTE: 133229821\\nFACTURA DE CREDITO FISCAL\\nNCF: B1428010933\\nFACTURA NO.: 7998890\\nAUTORIZACION: 939116390\\nTELEFONO: 809-443-5532\\nFECHA: 18/04/2025  HORA: 17:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  46,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       46,500.00\\nITBIS RD$       8,370.00\\nTOTAL RD$          54,870.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 1006848\\nGRACIAS POR SU COMPRA\"}","template_ids":[6,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["132214447","101809914"],"invoice_ids":["inv_51695e72d10c328e776f","inv_1e158eff7af653f58f2f"],"observation_id":"obs_3e4d317ad12ee4c03c29","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":6.43,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.03,"brightness_factor":0.98,"blur_sigma":0.222,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":28.37,"jpeg_quality":90,"documents":[{"rotation_deg":0.6,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.018,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":12918686990142326655,"difficulty":"medium","split":"validation"}
{"image":"images/607_009657.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"02600226191\",\"ncf\":\"E318256025028\",\"fecha_comprobante\":\"20250307\",\"monto_facturado\":21149.00,\"itbis_facturado\":3806.82,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":24955.82,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"BASILIO RUBIO MENDEZ\\nRNC EMISOR: 08000021132\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE MANUEL MIRANDA MELTON\\nRNC CLIENTE: 02600226191\\nFACTURA DE CREDITO FISCAL\\nNCF E318256025028\\nFACTURA NO.: 0992046\\nAUTORIZACION: 766430483\\nTELEFONO: 809-590-1114\\nFECHA: 07/03/2025  HORA: 13:24\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN\\n                                                 21,149.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       21,149.00\\nITBIS 18% RD$       3,806.82\\nTOTAL RD$          24,955.82\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 1719763\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["08000021132"],"invoice_ids":["inv_f9f14837c5fa48563fc7"],"observation_id":"obs_f93fb7d81599ec4c6aa4","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":11.5,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.997,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":41.31,"jpeg_quality":96,"documents":[{"rotation_deg":0.048,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12048269195420575828,"difficulty":"clean","split":"test"}
{"image":"images/606_009658.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"05601472821\",\"ncf\":\"E327635329944\",\"fecha_comprobante\":\"20241119\",\"monto_facturado_servicios\":212500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6},{\"rnc\":\"130768927\",\"ncf\":\"B0221310959\",\"fecha_comprobante\":\"20240627\",\"monto_facturado_servicios\":23921.00,\"monto_facturado_bienes\":3766.98,\"itbis_facturado\":4983.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"133486377\",\"ncf\":\"B0121444598\",\"fecha_comprobante\":\"20250127\",\"monto_facturado_servicios\":46595.49,\"monto_facturado_bienes\":1562.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00200689081\",\"ncf\":\"B0212829571\",\"fecha_comprobante\":\"20241105\",\"monto_facturado_servicios\":1354.00,\"monto_facturado_bienes\":17733.98,\"itbis_facturado\":3435.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"MINOU ANTINOO TAVAREZ VASQUEZ\\nMINOU ANTINOO TAVAREZ VASQUEZ\\nRNC: 05601472821\\nCLIENTE: SOIN DOMINICANA SRL\\nRNC CLIENTE: 133507773\\nFACTURA DE CREDITO FISCAL\\nNCF: E327635329944\\nFACTURA NO.: 4735904\\nAUTORIZACION: 410996005\\nTELEFONO: 809-815-8627\\nFECHA: 19/11/2024  HORA: 10:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  62,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  32,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  16,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  86,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  15,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      212,500.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$         212,500.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 4717306\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 70910645\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nCRUZ ALVARADO AND SONS CONSTRUCCIONES Y SE\\nCRUZ ALVARADO AND SONS CONSTRUCCIONES Y\\nSERVICIO\\nRNC: 130768927\\nCLIENTE: DAVID STALIN  ZIELKE PERALTA\\nRNC CLIENTE: 05401313563\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0221310959\\nFACTURA NO.: 1886360\\nAUTORIZACION: 32628458\\nTELEFONO: 809-363-7309\\nFECHA: 27/06/2024  HORA: 19:22\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   2,202.00\\n    5  UNIDAD    BROCHA PARA PINTURA 3\\n                 PULGADAS\\n                                     705.00\\n    1  SERVICIO  MANO DE OBRA DE REPARACION\\n                                  23,921.00\\n    2  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                     859.98\\n-------------------------------------------\\nSUBTOTAL RD$       27,687.98\\nITBIS RD$       4,983.84\\nTOTAL RD$          32,671.82\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3100881\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 29147136\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nLABORATORIOS HAGGENMEYER\\nLABORATORIOS HAGGENMEYER SRL\\nRNC 133486377\\nCLIENTE: JUANA ANTONIA ROSARIO POLANCO\\nRNC CLIENTE: 05800012188\\nFACTURA DE CREDITO FISCAL\\nNCF B0121444598\\nFACTURA NO.: 7406054\\nAUTORIZACION: 422285187\\nTELEFONO: 809-467-9227\\nFECHA: 27/01/2025  HORA: 12:30\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  SERVICIO  CONSULTA MEDICA\\n                                                 14,148.00\\n    1  SERVICIO  LIMPIEZA DENTAL\\n                                                  4,956.00\\n    1  SERVICIO  ANALISIS DE LABORATORIO\\n                                                  7,134.99\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO\\n                                                 20,356.50\\n    2  UNIDAD    MATERIAL MEDICO DESECHABLE\\n                                                  1,562.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       48,157.49\\nITBIS 18% RD$           0.00\\nTOTAL RD$          48,157.49\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5021522\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 27313053\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRECIBIDO\\n\\n--- FACTURA ---\\n\\nANDREA DE LA ROSA DELGADO\\nANDREA DE LA ROSA DELGADO\\nRNC EMISOR: 00200689081\\nCLIENTE: SHARLENY DEOANNE BAUTISTA MORA\\nRNC CLIENTE: 40220856732\\nFACTURA DE CREDITO FISCAL\\nNCF B0212829571\\nFACTURA NO.: 2662695\\nAUTORIZACION: 596158294\\nTELEFONO: 809-794-7342\\nFECHA: 05/11/2024  HORA: 16:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,354.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     870.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   4,968.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                  11,895.98\\n-------------------------------------------\\nSUB-TOTAL RD$       19,087.98\\nIMPUESTO ITBIS RD$       3,435.84\\nTOTAL RD$          22,523.82\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 9376779\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 35993658\"}","template_ids":[1,0,9,5],"business_categories":["profesional","construccion_ferreteria","salud","comercio_general"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["05601472821","130768927","133486377","00200689081"],"invoice_ids":["inv_7204374f4e06d5937d51","inv_eb9038e17edd1b705efe","inv_6fe5065b35adbd06faf1","inv_8d1d703c229c2d030219"],"observation_id":"obs_d70a60885a52182d2198","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":3.9,"augmentation_metadata":{"downscale_factor":0.701,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.696,"brightness_factor":1.127,"blur_sigma":0.684,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":18.92,"jpeg_quality":78,"documents":[{"rotation_deg":0.878,"perspective":0.008,"shadow":false,"signature":false,"highlighter":true},{"rotation_deg":-0.225,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.101,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.725,"perspective":0.008,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":10175055277438698888,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_009660.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131742335\",\"ncf\":\"B1533690602\",\"fecha_comprobante\":\"20250512\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":57095.95,\"itbis_facturado\":10277.27,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"101718803\",\"ncf\":\"B1458639671\",\"fecha_comprobante\":\"20240302\",\"monto_facturado_servicios\":184900.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":33282.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"OZUNA & CONTIN AGROINDUSTRIAL\\nOZUNA & CONTIN AGROINDUSTRIAL SRL\\nRNC EMISOR: 131742335\\nCLIENTE: GAELLE DE CAMPOS FURLUGEANU-DOCLIN\\nRNC CLIENTE: 00116310715\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1533690602\\nFACTURA NO.: 6264202\\nAUTORIZACION: 396864934\\nTELEFONO: 809-549-7573\\nFECHA: 12/05/2025  HORA: 19:08\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     804.00\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                     981.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  22,474.95\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  32,836.00\\n-------------------------------------------\\nSUB-TOTAL RD$       57,095.95\\nIMPUESTO ITBIS RD$      10,277.27\\nTOTAL RD$          67,373.22\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 177765\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 50761164\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nOCA\\n\\n--- FACTURA ---\\n\\nARHAMAG & ASOCIADOS\\nARHAMAG & ASOCIADOS SRL\\nRNC EMISOR: 101718803\\nCLIENTE: COMPANIA DE TRANSPORTE TRAUMABAPU SRL\\nRNC CLIENTE: 131974287\\nFACTURA DE CREDITO FISCAL\\nNCF B1458639671\\nFACTURA NO.: 2178750\\nAUTORIZACION: 156779985\\nTELEFONO: 809-695-4679\\nFECHA: 02/03/2024  HORA: 19:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   25  PAGINA    TRADUCCION DE DOCUMENTOS    23,900.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA      22,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       4,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    75,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    60,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      184,900.00\\nITBIS RD$      33,282.00\\nTOTAL RD$         218,182.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 9626903\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 11016010\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["131742335","101718803"],"invoice_ids":["inv_0740973be1c9d55f1955","inv_ff988567c59842826bf0"],"observation_id":"obs_d4f2ae7e66564b21c114","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":5.04,"augmentation_metadata":{"downscale_factor":0.967,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":1.032,"brightness_factor":1.03,"blur_sigma":0.119,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.37,"jpeg_quality":92,"documents":[{"rotation_deg":0.234,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.634,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"OCA"},{"kind":"none","text":""}]},"num_invoices":2,"seed":3443245962491078695,"difficulty":"medium","split":"train"}
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{"image":"images/606_009664.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00105174494\",\"ncf\":\"E449295158460\",\"fecha_comprobante\":\"20240124\",\"monto_facturado_servicios\":16680.00,\"monto_facturado_bienes\":2119.80,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"CONSULTORIO DENTAL DRA LEBRON\\nJOSEFINA DEL ROSARIO LEBRON DE PAREDES\\nRNC 00105174494\\nCLIENTE: TEUDISELA ZABALA LUCIANO\\nRNC CLIENTE: 00100380963\\nFACTURA DE CREDITO FISCAL\\nNCF E449295158460\\nFACTURA NO.: 3615197\\nAUTORIZACION: 555991737\\nTELEFONO: 809-358-3673\\nFECHA: 24/01/2024  HORA: 11:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PROCEDIMIENTO AMBULATORIO    9,491.00\\n    4  UNIDAD    MATERIAL MEDICO DESECHABLE    2,119.80\\n    1  SERVICIO  ANALISIS DE LABORATORIO      7,189.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       18,799.80\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          18,799.80\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 1103881\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["salud"],"catalog_sources":[["curated"]],"issuer_rncs":["00105174494"],"invoice_ids":["inv_dc828617012c1f0ffd05"],"observation_id":"obs_0e9d93de6c18f92d27b5","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.49,"augmentation_metadata":{"downscale_factor":0.911,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":0.985,"brightness_factor":0.86,"blur_sigma":0.313,"crop_applied":false,"camera_distance_factors":[0.96],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.87,"jpeg_quality":86,"documents":[{"rotation_deg":0.221,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9538349846110174260,"difficulty":"light","split":"train"}
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{"image":"images/606_009668.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"06400167547\",\"ncf\":\"B1407160625\",\"fecha_comprobante\":\"20240426\",\"monto_facturado_servicios\":4260.00,\"monto_facturado_bienes\":29656.00,\"itbis_facturado\":6104.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"DINARDY MERCEDES AYBAR MARIA\\nDINARDY MERCEDES AYBAR MARIA\\nRNC: 06400167547\\nCLIENTE: SOCIEDAD DE ESTUDIO PARA LA\\nREFORMA INC\\nRNC CLIENTE: 430069752\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1407160625\\nFACTURA NO.: 9891888\\nAUTORIZACION: 55606164\\nTELEFONO: 809-272-3351\\nFECHA: 26/04/2024  HORA: 13:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  SERVICIO  SERVICIO DE ENTREGA\\n                                   4,260.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   2,265.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,292.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  13,099.00\\n-------------------------------------------\\nSUBTOTAL RD$       33,916.00\\nITBIS RD$       6,104.88\\nTOTAL RD$          40,020.88\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 9144967\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 61789999\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDMA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["06400167547"],"invoice_ids":["inv_cfec4ee88d3cb859922b"],"observation_id":"obs_115fd151c88e4d9528c1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":8.23,"augmentation_metadata":{"downscale_factor":0.968,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":0.941,"brightness_factor":0.988,"blur_sigma":0.185,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.14,"jpeg_quality":93,"documents":[{"rotation_deg":-0.699,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"DMA"}]},"num_invoices":1,"seed":8723439212617310739,"difficulty":"light","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 40328277\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nSHN\\nCopia cliente\\n\\n--- FACTURA ---\\n\\nREPOSTERIA ANA HERRERA\\nRNC EMISOR: 22300522251\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION COMUNITARIA CON DERECHO\\nA IND\\nRNC CLIENTE: 430126969\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E314816075761\\nFACTURA NO.: 9622886\\nAUTORIZACION: 868596013\\nTELEFONO: 809-607-4630\\nFECHA: 25/06/2024  HORA: 13:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     411.00\\n-------------------------------------------\\nSUB-TOTAL RD$          411.00\\nITBIS RD$          73.98\\nTOTAL RD$             484.98\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 6452486\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 37973852\\n\\n--- FACTURA ---\\n\\nCAFETERIA LA JAVILLA\\nRNC EMISOR: 03102971664\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FRAMART CONSULTING SRL\\nRNC CLIENTE: 133556146\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E326003799359\\nFACTURA NO.: 5391155\\nAUTORIZACION: 358700433\\nTELEFONO: 809-412-9261\\nFECHA: 19/05/2025  HORA: 19:12\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    4  UNIDAD    PLATO DEL DIA                1,704.00\\n    4  UNIDAD    PIZZA MEDIANA                4,670.00\\n    3  UNIDAD    REFRESCO                       323.85\\n    1  SERVICIO  SERVICIO DE CATERING        16,856.50\\n    2  UNIDAD    JUGO NATURAL                   475.98\\n----------------------------------------------\\nSUBTOTAL RD$       24,030.33\\nIMPUESTO ITBIS RD$       4,325.46\\nTOTAL RD$          28,355.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 2186133\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 35615147\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13,5,3],"business_categories":["profesional","comercio_general","restaurante"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101170433","22300522251","03102971664"],"invoice_ids":["inv_7fe108fa90696a473347","inv_11826f009a2a6fb34986","inv_530e749ff23c3d1ca1a6"],"observation_id":"obs_5653b6088f028ed6d900","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.944,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.942,"brightness_factor":0.989,"blur_sigma":0.098,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.32,"jpeg_quality":96,"documents":[{"rotation_deg":-0.373,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.137,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.036,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"SHN"},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":13270584955289633171,"difficulty":"hard","split":"train"}
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{"image":"images/607_009677.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"04701247720\",\"ncf\":\"E452050362589\",\"fecha_comprobante\":\"20240618\",\"monto_facturado\":23104.97,\"itbis_facturado\":4158.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":27263.86,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CELITO SOTO\\nRNC EMISOR: 00107114092\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOSE RAMON REYES ALMONTE\\nRNC CLIENTE: 04701247720\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452050362589\\nFACTURA NO.: 7021431\\nAUTORIZACION: 700339307\\nTELEFONO: 809-482-3139\\nFECHA: 18/06/2024  HORA: 19:45\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     373.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,032.00\\n    3  SERVICIO  SERVICIO DE ENTREGA\\n                                   2,450.97\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                  16,069.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   1,179.50\\n-------------------------------------------\\nSUB-TOTAL RD$       23,104.97\\nITBIS 18% RD$       4,158.89\\nTOTAL RD$          27,263.86\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3373813\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 98773448\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00107114092"],"invoice_ids":["inv_69326eb134dde0382fe6"],"observation_id":"obs_c4b9b575ce0ee51d3e17","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":8.98,"augmentation_metadata":{"downscale_factor":0.913,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.625,"brightness_factor":1.039,"blur_sigma":0.611,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.33,"jpeg_quality":79,"documents":[{"rotation_deg":1.039,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6309376803055101844,"difficulty":"medium","split":"train"}
{"image":"images/606_009678.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131541216\",\"ncf\":\"E319227875295\",\"fecha_comprobante\":\"20240831\",\"monto_facturado_servicios\":1003.00,\"monto_facturado_bienes\":43207.50,\"itbis_facturado\":7957.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"AUTO REPUESTO LA PIÑA\\nAUTO REPUESTO LA PIÑA SRL\\nRNC: 131541216\\nCLIENTE: SATURNINO AMPARO\\nRNC CLIENTE: 13600050887\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319227875295\\nFACTURA NO.: 3250480\\nAUTORIZACION: 39804566\\nTELEFONO: 809-341-3768\\nFECHA: 31/08/2024  HORA: 10:02\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         1,207.50\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,003.00\\n    5  UNIDAD    EQUIPO ELECTRICO            41,410.00\\n    1  UNIDAD    MATERIAL DE OFICINA            590.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       44,210.50\\nITBIS 18% RD$       7,957.89\\nTOTAL RD$          52,168.39\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4704625\\nGRACIAS POR SU COMPRA\\nProcesado\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131541216"],"invoice_ids":["inv_9c3042a6fe44000fd3bb"],"observation_id":"obs_566e2d1b4cf985b1862c","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.2,"augmentation_metadata":{"downscale_factor":0.618,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.875,"brightness_factor":0.843,"blur_sigma":0.883,"crop_applied":false,"camera_distance_factors":[0.944],"legibility_scale_corrections":[0.0],"final_contrast_stddev":32.19,"jpeg_quality":86,"documents":[{"rotation_deg":-1.307,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":10484022365697975771,"difficulty":"medium","split":"train"}
{"image":"images/607_009679.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133733366\",\"ncf\":\"E456705220521\",\"fecha_comprobante\":\"20240306\",\"monto_facturado\":19643.00,\"itbis_facturado\":3535.74,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":23178.74},{\"rnc\":\"03700298122\",\"ncf\":\"B0168328578\",\"fecha_comprobante\":\"20250821\",\"monto_facturado\":25178.00,\"itbis_facturado\":4532.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":29710.04},{\"rnc\":\"131696635\",\"ncf\":\"E320494522172\",\"fecha_comprobante\":\"20241213\",\"monto_facturado\":22850.97,\"itbis_facturado\":4113.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":26964.14}],\"ocr\":\"CENEYDA BRITO MARTEN\\nRNC EMISOR: 00100523935\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CAFETERIA DONA CAEMELITA GALAN SRL\\nRNC CLIENTE: 133733366\\nFACTURA DE CREDITO FISCAL\\nNCF E456705220521\\nFACTURA NO.: 9991717\\nAUTORIZACION: 630773806\\nTELEFONO: 809-822-3611\\nFECHA: 06/03/2024  HORA: 09:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   6,377.00\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,648.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     954.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,360.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     304.00\\n-------------------------------------------\\nSUB-TOTAL RD$       19,643.00\\nIMPUESTO ITBIS RD$       3,535.74\\nTOTAL RD$          23,178.74\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 7819682\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 70564693\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nREVISADO\\n\\n--- FACTURA ---\\n\\nFELIX VALOY DE LOS SANTOS\\nRNC EMISOR: 00104177159\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ARGENTINA ALTAGRACIA DE LEON ARZENO DE \\nRNC CLIENTE: 03700298122\\nFACTURA DE CREDITO FISCAL\\nNCF B0168328578\\nFACTURA NO.: 1894803\\nAUTORIZACION: 244564859\\nTELEFONO: 809-836-1133\\nFECHA: 21/08/2025  HORA: 19:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA       1,462.00\\n    1  VIAJE     TRANSPORTE DE CARGA         23,716.00\\n----------------------------------------------\\nSUB-TOTAL RD$       25,178.00\\nITBIS RD$       4,532.04\\nTOTAL RD$          29,710.04\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 7310241\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 76585828\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nArchivado\\n\\n--- FACTURA ---\\n\\nON THE TOP FASHION YAHWEH\\nRNC EMISOR: 00115970105\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: UNION ELECTRICA DEL SUR SRL\\nRNC CLIENTE: 131696635\\nFACTURA DE CREDITO FISCAL\\nNCF: E320494522172\\nFACTURA NO.: 2134716\\nAUTORIZACION: 801933319\\nTELEFONO: 809-223-3253\\nFECHA: 13/12/2024  HORA: 17:27\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    UNIFORME EMPRESARIAL         3,866.00\\n    1  SERVICIO  AJUSTE Y CONFECCION          1,266.00\\n    2  UNIDAD    CALZADO CASUAL               4,154.00\\n    3  UNIDAD    PANTALON CASUAL             10,016.97\\n    4  UNIDAD    CAMISA DE VESTIR             3,548.00\\n----------------------------------------------\\nSUB-TOTAL RD$       22,850.97\\nIMPUESTO ITBIS RD$       4,113.17\\nTOTAL RD$          26,964.14\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 2079549\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009691.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101781246\",\"ncf\":\"E447792555952\",\"fecha_comprobante\":\"20250512\",\"monto_facturado\":188500.00,\"itbis_facturado\":33930.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":222430.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"HECTOR RAFAEL GLOSS GOMEZ\\nRNC EMISOR: 05500047187\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO NACIONAL DE INVERSIONES C POR A\\nRNC CLIENTE: 101781246\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E447792555952\\nFACTURA NO.: 5451866\\nAUTORIZACION: 930852923\\nTELEFONO: 809-372-1691\\nFECHA: 12/05/2025  HORA: 20:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           120,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   27,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       12,500.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       21,000.00\\n    1  VISITA    INSPECCION TECNICA           7,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      188,500.00\\nIMPUESTO ITBIS RD$      33,930.00\\nTOTAL RD$         222,430.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 2464027\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 02\\nREFERENCIA: 37706897\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nHRG\\nVerificado\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["05500047187"],"invoice_ids":["inv_12e6301fd8459cf3ff17"],"observation_id":"obs_4bb37477ab28abc15ebe","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":7.69,"augmentation_metadata":{"downscale_factor":0.717,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.937,"brightness_factor":0.942,"blur_sigma":0.318,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.25,"jpeg_quality":91,"documents":[{"rotation_deg":0.95,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"HRG"}]},"num_invoices":1,"seed":1318738723510203998,"difficulty":"hard","split":"train"}
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{"image":"images/606_009696.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101534941\",\"ncf\":\"B1423866566\",\"fecha_comprobante\":\"20251001\",\"monto_facturado_servicios\":360.00,\"monto_facturado_bienes\":33862.97,\"itbis_facturado\":6160.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"INVERSIONES C A S S A\\nINVERSIONES C A S S A\\nRNC EMISOR: 101534941\\nCLIENTE: RADHAMES HERNANDEZ HERNANDEZ\\nRNC CLIENTE: 05700025942\\nFACTURA DE CREDITO FISCAL\\nNCF: B1423866566\\nFACTURA NO.: 6248163\\nAUTORIZACION: 765639112\\nTELEFONO: 809-888-3263\\nFECHA: 01/10/2025  HORA: 15:21\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  15,508.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,390.00\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,778.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,186.97\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     360.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,222.97\\nITBIS RD$       6,160.13\\nTOTAL RD$          40,383.10\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9118131\\nGRACIAS POR SU COMPRA\\nICA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101534941"],"invoice_ids":["inv_883ca6ba1aeeb129fde9"],"observation_id":"obs_26e1ea23734a2edd3744","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.76,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.027,"brightness_factor":0.977,"blur_sigma":0.031,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.59,"jpeg_quality":90,"documents":[{"rotation_deg":-0.07,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"ICA"}]},"num_invoices":1,"seed":6273713510271303459,"difficulty":"light","split":"train"}
{"image":"images/607_009697.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00113066401\",\"ncf\":\"E446350094703\",\"fecha_comprobante\":\"20250829\",\"monto_facturado\":38140.47,\"itbis_facturado\":6865.28,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":45005.75,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"03700282894\",\"ncf\":\"B1507285300\",\"fecha_comprobante\":\"20241002\",\"monto_facturado\":7500.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":7500.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"LAS PALMERAS COMPANY INC\\nRNC EMISOR: 130694011\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISIS MAGDALENA MONTES DE OCA BLANCO DE \\nRNC CLIENTE: 00113066401\\nFACTURA DE CREDITO FISCAL\\nNCF: E446350094703\\nFACTURA NO.: 6197160\\nAUTORIZACION: 54487806\\nTELEFONO: 809-286-9274\\nFECHA: 29/08/2025  HORA: 18:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            382.00\\n    5  UNIDAD    MATERIAL DE OFICINA          8,022.50\\n    5  UNIDAD    EQUIPO ELECTRICO            22,035.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11            968.97\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         6,732.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       38,140.47\\nITBIS 18% RD$       6,865.28\\nTOTAL RD$          45,005.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2396516\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 28803534\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\n\\n--- FACTURA ---\\n\\nCONEXTION NEGOCIOS INTEGRALES\\nRNC EMISOR: 131527973\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN BAUTISTA ALMONTE\\nRNC CLIENTE: 03700282894\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1507285300\\nFACTURA NO.: 5138139\\nAUTORIZACION: 78236280\\nTELEFONO: 809-726-7722\\nFECHA: 02/10/2024  HORA: 13:22\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS       7,500.00\\n----------------------------------------------\\nSUBTOTAL RD$        7,500.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$           7,500.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 2834049\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 93572171\\nDETALLE DE SERVICIOS\"}","template_ids":[10,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130694011","131527973"],"invoice_ids":["inv_8ae32886ab08632de0b1","inv_e49cf48af6748d728402"],"observation_id":"obs_5d304d0b0ac7fe011743","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":4.72,"augmentation_metadata":{"downscale_factor":0.841,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":1.003,"brightness_factor":0.94,"blur_sigma":0.238,"crop_applied":false,"camera_distance_factors":[0.957,0.987],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":49.93,"jpeg_quality":91,"documents":[{"rotation_deg":1.756,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.078,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":8797502443495174192,"difficulty":"medium","split":"train"}
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{"image":"images/607_009701.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131624413\",\"ncf\":\"E440804528868\",\"fecha_comprobante\":\"20240207\",\"monto_facturado\":17072.99,\"itbis_facturado\":3073.14,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":20146.13,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"04800507396\",\"ncf\":\"B0100514906\",\"fecha_comprobante\":\"20240211\",\"monto_facturado\":197000.00,\"itbis_facturado\":35460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":232460.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"131463541\",\"ncf\":\"E443932294833\",\"fecha_comprobante\":\"20250302\",\"monto_facturado\":36028.50,\"itbis_facturado\":6485.13,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":42513.63,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ESCUELA DE VOLIBOL CINTIA SILVESTRE\\nRNC EMISOR: 133746891\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CHINCHO RESTAURANT SRL\\nRNC CLIENTE: 131624413\\nFACTURA DE CREDITO FISCAL\\nNCF: E440804528868\\nFACTURA NO.: 9334306\\nAUTORIZACION: 506006484\\nTELEFONO: 809-972-2837\\nFECHA: 07/02/2024  HORA: 15:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    MATERIAL DE OFICINA\\n                                   8,700.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,612.99\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   6,760.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       17,072.99\\nIMPUESTO ITBIS RD$       3,073.14\\nTOTAL RD$          20,146.13\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9905823\\nGRACIAS POR SU COMPRA\\nEDV\\n\\n--- FACTURA ---\\n\\nCENTRO DE DESARROLLO INTEGRAL ASAMBLEAS DE\\nRNC EMISOR: 430303291\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISIDRO ANTONIO PEÑA ENCARNACION\\nRNC CLIENTE: 04800507396\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0100514906\\nFACTURA NO.: 2131648\\nAUTORIZACION: 665118212\\nTELEFONO: 809-323-7897\\nFECHA: 11/02/2024  HORA: 09:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  45,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  40,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  35,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                  10,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  67,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$      197,000.00\\nITBIS RD$      35,460.00\\nTOTAL RD$         232,460.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5111889\\nGRACIAS POR SU COMPRA\\nCOPIA\\n\\n--- FACTURA ---\\n\\nLER IMPORT\\nRNC EMISOR: 130480125\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PRESTAMOS FINANCIEROS & ASOCIADOS\\nALFAW\\nRNC CLIENTE: 131463541\\nFACTURA DE CREDITO FISCAL\\nNCF E443932294833\\nFACTURA NO.: 6602979\\nAUTORIZACION: 369743313\\nTELEFONO: 809-651-2090\\nFECHA: 02/03/2025  HORA: 10:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  SERVICIO  REPARACION MECANICA\\n                                  36,028.50\\n-------------------------------------------\\nBASE IMPONIBLE RD$       36,028.50\\nIMPUESTO ITBIS RD$       6,485.13\\nTOTAL RD$          42,513.63\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9119814\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 99573623\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,1,5],"business_categories":["comercio_general","profesional","automotriz"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133746891","430303291","130480125"],"invoice_ids":["inv_9df9cd77b0285c9d4ff4","inv_36857c319d1ec48f850b","inv_30c19187228ad22f8340"],"observation_id":"obs_ad74b4a2c9214cf74075","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":4.59,"augmentation_metadata":{"downscale_factor":0.687,"red_scale":0.983,"blue_scale":1.017,"contrast_factor":0.636,"brightness_factor":1.123,"blur_sigma":0.374,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.97,"jpeg_quality":82,"documents":[{"rotation_deg":-0.035,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.564,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.545,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"EDV"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":13583592842324528141,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 71252696\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRMH\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nMIPASTOH\\nMINISTERIO PASTORAL UNIDOS EN CRISTO DE HAINA MI\\nRNC: 430368474\\nCLIENTE: CIMADI-CENTRO DE IMAGENES DIAGNOSTICAS \\nRNC CLIENTE: 132058402\\nFACTURA DE CREDITO FISCAL\\nNCF: E459594127371\\nFACTURA NO.: 7047966\\nAUTORIZACION: 543430479\\nTELEFONO: 809-863-7687\\nFECHA: 13/09/2025  HORA: 13:00\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    35,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   50,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       37,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      123,000.00\\nITBIS 18% RD$      22,140.00\\nTOTAL RD$         145,140.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 827528\\nGRACIAS POR SU COMPRA\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nSUCESION DE AGRIPINO PERALTA\\nSUCESION DE AGRIPINO PERALTA\\nRNC: 130105596\\nCLIENTE: ESTHEFANY MARIA ZORRILLA DE\\nSANTANA\\nRNC CLIENTE: 02500485756\\nFACTURA DE CREDITO FISCAL\\nNCF E321491816875\\nFACTURA NO.: 1779550\\nAUTORIZACION: 965702135\\nTELEFONO: 809-854-8601\\nFECHA: 08/10/2024  HORA: 11:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     431.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   4,231.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,872.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  25,750.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       32,284.50\\nIMPUESTO ITBIS RD$       5,811.21\\nTOTAL RD$          38,095.71\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 1637279\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 50335205\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nCargo a oficina\\n\\n--- FACTURA ---\\n\\nJOYFUL JOURNEYS SERVICES\\nRNC EMISOR: 133091275\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AMBAR DEL ESTE SRL\\nRNC CLIENTE: 131084788\\nFACTURA DE CREDITO FISCAL\\nNCF B0213562410\\nFACTURA NO.: 1059154\\nAUTORIZACION: 233383672\\nTELEFONO: 809-855-2032\\nFECHA: 15/12/2025  HORA: 10:03\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                                  6,877.50\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    292.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    349.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 12,819.75\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       20,339.20\\nIMPUESTO ITBIS RD$       3,661.06\\nTOTAL RD$          24,000.26\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 9076372\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nANA MERCEDES MINAYA\\nRNC EMISOR: 40227684715\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HARES COMERCIAL GENERAL S A\\nRNC CLIENTE: 101711851\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1515006879\\nFACTURA NO.: 1968895\\nAUTORIZACION: 222022375\\nTELEFONO: 809-990-1069\\nFECHA: 31/08/2025  HORA: 08:18\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SUPERVISION DE OBRA         91,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    52,500.00\\n    1  PROYECTO  DISENO DE PLANOS           142,500.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       4,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      290,000.00\\nIMPUESTO ITBIS RD$      52,200.00\\nTOTAL RD$         342,200.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1832445\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/606_009720.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130097364\",\"ncf\":\"E443992996730\",\"fecha_comprobante\":\"20251210\",\"monto_facturado_servicios\":11833.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2129.94,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"MVIO LOGISTICS\\nMVIO LOGISTICS SRL\\nRNC: 130097364\\nCLIENTE: SOISSONS MANAGEMENT INC\\nRNC CLIENTE: 130393036\\nFACTURA DE CREDITO FISCAL\\nNCF: E443992996730\\nFACTURA NO.: 9676278\\nAUTORIZACION: 188618009\\nTELEFONO: 809-424-9175\\nFECHA: 10/12/2025  HORA: 08:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA            6,174.00\\n    1  SERVICIO  ALQUILER DE VEHICULO         4,181.00\\n    2  VIAJE     SERVICIO DE MENSAJERIA       1,478.00\\n----------------------------------------------\\nSUBTOTAL RD$       11,833.00\\nITBIS RD$       2,129.94\\nTOTAL RD$          13,962.94\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 751176\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 85649284\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["130097364"],"invoice_ids":["inv_0f72d655e3a69296c32b"],"observation_id":"obs_95df07032f1de6a05219","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":6.4,"augmentation_metadata":{"downscale_factor":0.89,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.76,"brightness_factor":1.008,"blur_sigma":0.342,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.43,"jpeg_quality":87,"documents":[{"rotation_deg":-0.634,"perspective":0.004,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":10005279507417992359,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 14815712\\nPagado\\n\\n--- FACTURA ---\\n\\nM A F SOLUCIONES ADUANALES\\nRNC EMISOR: 131632874\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JOVANNY FRANCISCO DE JESUS\\nENCARNACION\\nRNC CLIENTE: 00116801622\\nFACTURA DE CREDITO FISCAL\\nNCF: E448983215184\\nFACTURA NO.: 0543406\\nAUTORIZACION: 458290861\\nTELEFONO: 809-238-7441\\nFECHA: 17/06/2025  HORA: 18:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  VIAJE     SERVICIO DE TRANSPORTE\\n                                   8,715.80\\n-------------------------------------------\\nSUB-TOTAL RD$        8,715.80\\nITBIS 18% RD$       1,568.84\\nTOTAL RD$          10,284.64\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 989138\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 86471454\\nOK\"}","template_ids":[5,0,1],"business_categories":["profesional","comercio_general","transporte"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131751016","101017953","131632874"],"invoice_ids":["inv_9128b818a6bdb718fbc6","inv_2a11e6f061167fbd96b1","inv_b920aef8987bda8f6d49"],"observation_id":"obs_ac4ba9b6418ba5e1d8f6","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":4.39,"augmentation_metadata":{"downscale_factor":0.922,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":1.023,"brightness_factor":0.997,"blur_sigma":0.102,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.81,"jpeg_quality":92,"documents":[{"rotation_deg":-0.557,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.608,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.23,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":3810593369084512159,"difficulty":"hard","split":"train"}
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{"image":"images/606_009736.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02300192610\",\"ncf\":\"B0239328397\",\"fecha_comprobante\":\"20250118\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2492.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"00500016324\",\"ncf\":\"E317472625543\",\"fecha_comprobante\":\"20240510\",\"monto_facturado_servicios\":743.00,\"monto_facturado_bienes\":11932.95,\"itbis_facturado\":2281.67,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40220369355\",\"ncf\":\"B0200286393\",\"fecha_comprobante\":\"20250207\",\"monto_facturado_servicios\":15000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"DOMINGO NATERA\\nDOMINGO NATERA\\nRNC 02300192610\\nCLIENTE: H & A CONSULTORIAS E INGENIERIA\\nSRL\\nRNC CLIENTE: 130978581\\nFACTURA DE CREDITO FISCAL\\nNCF B0239328397\\nFACTURA NO.: 2758656\\nAUTORIZACION: 509295805\\nTELEFONO: 809-300-3404\\nFECHA: 18/01/2025  HORA: 14:53\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  QUINTAL   FRUTAS FRESCAS\\n                                   2,492.00\\n-------------------------------------------\\nSUBTOTAL RD$        2,492.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           2,492.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 4176767\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 89124084\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nRevisado\\n\\n--- FACTURA ---\\n\\nFERRETERIA POPULAR\\nRICARDO ACOSTA\\nRNC 00500016324\\nCLIENTE: AHORITA PRODUCCIONES SRL\\nRNC CLIENTE: 131731181\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317472625543\\nFACTURA NO.: 3217191\\nAUTORIZACION: 274627705\\nTELEFONO: 809-407-7332\\nFECHA: 10/05/2024  HORA: 13:39\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 10,047.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    743.00\\n    5  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                  1,735.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    150.95\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       12,675.95\\nIMPUESTO ITBIS RD$       2,281.67\\nTOTAL RD$          14,957.62\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9583763\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nROGER¿S JAVIER BAUTISTA\\nROGER¿S JAVIER BAUTISTA\\nRNC EMISOR: 40220369355\\nCLIENTE: PARADISE DELIGHT S A\\nRNC CLIENTE: 105048914\\nFACTURA DE CREDITO FISCAL\\nNCF B0200286393\\nFACTURA NO.: 3567982\\nAUTORIZACION: 332546746\\nTELEFONO: 809-437-1102\\nFECHA: 07/02/2025  HORA: 13:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO       10,000.00\\n    1  SERVICIO  ELABORACION DE INFORME       5,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,000.00\\nITBIS RD$       2,700.00\\nTOTAL RD$          17,700.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 2932290\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 04\\nREFERENCIA: 81076303\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[1,9,7],"business_categories":["agricultura","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["02300192610","00500016324","40220369355"],"invoice_ids":["inv_25c59bcb1cd0ee7e18d2","inv_e9cd61d57a8764b3d745","inv_c97846479b359db3a864"],"observation_id":"obs_6a7356ac5514a479ba61","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":3.87,"augmentation_metadata":{"downscale_factor":0.956,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.055,"brightness_factor":0.968,"blur_sigma":0.145,"crop_applied":false,"camera_distance_factors":[0.883,0.958,0.959],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":23.35,"jpeg_quality":87,"documents":[{"rotation_deg":1.886,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.651,"perspective":0.015,"shadow":true,"signature":true,"highlighter":true},{"rotation_deg":1.417,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6844720689082562167,"difficulty":"hard","split":"validation"}
{"image":"images/607_009737.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00101279446\",\"ncf\":\"B1486891122\",\"fecha_comprobante\":\"20240609\",\"monto_facturado\":52938.50,\"itbis_facturado\":9528.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":62467.43,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOEL VALDEZ CASTILLO\\nRNC EMISOR: 40212512418\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GUILLERMO RINCON PEREZ\\nRNC CLIENTE: 00101279446\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1486891122\\nFACTURA NO.: 2699029\\nAUTORIZACION: 765698797\\nTELEFONO: 809-217-3023\\nFECHA: 09/06/2024  HORA: 11:52\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       24,341.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   13,996.50\\n    1  MES       ALQUILER DE LOCAL           14,601.00\\n----------------------------------------------\\nSUB-TOTAL RD$       52,938.50\\nITBIS RD$       9,528.93\\nTOTAL RD$          62,467.43\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 8586923\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["40212512418"],"invoice_ids":["inv_cb2155b2f94149a22640"],"observation_id":"obs_812cb38d7cd5655e257b","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":5.79,"augmentation_metadata":{"downscale_factor":0.733,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":0.836,"brightness_factor":0.91,"blur_sigma":0.863,"crop_applied":false,"camera_distance_factors":[0.905],"legibility_scale_corrections":[0.0],"final_contrast_stddev":30.0,"jpeg_quality":72,"documents":[{"rotation_deg":-0.687,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15900135119326594556,"difficulty":"medium","split":"train"}
{"image":"images/606_009738.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"03200111320\",\"ncf\":\"E313675469893\",\"fecha_comprobante\":\"20251226\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":6861.50,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"JHONNY MATIAS PERALTA\\nJHONNY MATIAS PERALTA\\nRNC: 03200111320\\nCLIENTE: JORGE RAMON ABREU\\nRNC CLIENTE: 00102457173\\nFACTURA DE CREDITO FISCAL\\nNCF: E313675469893\\nFACTURA NO.: 4632687\\nAUTORIZACION: 622125651\\nTELEFONO: 809-863-7131\\nFECHA: 26/12/2025  HORA: 08:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    POSTRE DE LA CASA\\n                                     328.50\\n    2  UNIDAD    PIZZA MEDIANA\\n                                   1,788.00\\n    3  UNIDAD    POLLO A LA PLANCHA\\n                                   1,995.00\\n    2  UNIDAD    REFRESCO\\n                                     180.00\\n    4  UNIDAD    PLATO DEL DIA\\n                                   2,570.00\\n-------------------------------------------\\nSUBTOTAL RD$        6,861.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           6,861.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 5061006\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 88122785\\nOK\"}","template_ids":[5],"business_categories":["restaurante"],"catalog_sources":[["curated"]],"issuer_rncs":["03200111320"],"invoice_ids":["inv_95757d633aa2b37e5d56"],"observation_id":"obs_6a50827cc57bb4632563","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":8.91,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.937,"brightness_factor":1.049,"blur_sigma":0.47,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":79.55,"jpeg_quality":81,"documents":[{"rotation_deg":2.625,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8577071203219191958,"difficulty":"hard","split":"test"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 38144288\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nALIANZA GB & ASOCIADOS\\nRNC EMISOR: 131193609\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MELVIN JOSE REYES RODRIGUEZ\\nRNC CLIENTE: 03600436822\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0193571163\\nFACTURA NO.: 2701602\\nAUTORIZACION: 703163759\\nTELEFONO: 809-299-5825\\nFECHA: 07/04/2025  HORA: 16:58\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                                  7,753.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 11,559.80\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,353.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       20,665.80\\nIMPUESTO ITBIS RD$       3,719.84\\nTOTAL RD$          24,385.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 5722770\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 86497169\\nCOPIA\\nRevisado\"}","template_ids":[5,12,9],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["04800783369","130006301","131193609"],"invoice_ids":["inv_4d47227882f4fcc4b506","inv_3a78ca3999d1bd360916","inv_c558ba18fee781a7cc78"],"observation_id":"obs_24955fee656516d6568e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.88,"augmentation_metadata":{"downscale_factor":0.817,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":1.118,"brightness_factor":0.862,"blur_sigma":0.701,"crop_applied":false,"camera_distance_factors":[0.907,0.952,0.932],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":37.93,"jpeg_quality":76,"documents":[{"rotation_deg":-1.047,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.247,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.372,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":300411850348145321,"difficulty":"hard","split":"train"}
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{"image":"images/607_009741.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130375208\",\"ncf\":\"E312289587897\",\"fecha_comprobante\":\"20251122\",\"monto_facturado\":42491.99,\"itbis_facturado\":7648.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":36860.68,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":13279.87,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRANCISCO ALEXANDER CAMILO MARTINEZ\\nRNC EMISOR: 05900217323\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CENTRO DE NUTRICION ENDOCRINOLOGIA\\nY BA\\nRNC CLIENTE: 130375208\\nFACTURA DE CREDITO FISCAL\\nNCF: E312289587897\\nFACTURA NO.: 2939315\\nAUTORIZACION: 422286474\\nTELEFONO: 809-357-3176\\nFECHA: 22/11/2025  HORA: 14:05\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,182.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  38,875.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     434.99\\n-------------------------------------------\\nBASE IMPONIBLE RD$       42,491.99\\nITBIS RD$       7,648.56\\nTOTAL RD$          50,140.55\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 6866788\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 43753248\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["05900217323"],"invoice_ids":["inv_54c661d1b03dcb5f64aa"],"observation_id":"obs_f32f71796652b6f5c008","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":8.88,"augmentation_metadata":{"downscale_factor":0.879,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":0.864,"brightness_factor":1.08,"blur_sigma":0.07,"crop_applied":false,"camera_distance_factors":[0.917],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.67,"jpeg_quality":89,"documents":[{"rotation_deg":-1.137,"perspective":0.015,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13476282666350826641,"difficulty":"light","split":"test"}
{"image":"images/606_009742.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133376016\",\"ncf\":\"E321800282863\",\"fecha_comprobante\":\"20251008\",\"monto_facturado_servicios\":12500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"40236907693\",\"ncf\":\"B1449105430\",\"fecha_comprobante\":\"20250106\",\"monto_facturado_servicios\":52500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":9450.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"09300529063\",\"ncf\":\"B1461610348\",\"fecha_comprobante\":\"20241031\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":2219.50,\"itbis_facturado\":128.25,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"M P SOLUCIONES JURIDICA MOBILIARIA E INMOB\\nM P SOLUCIONES JURIDICA MOBILIARIA E\\nINMOBILIARI\\nRNC: 133376016\\nCLIENTE: ACADEMIA DE FORMACION EN NEGOCIOS\\nY VIS\\nRNC CLIENTE: 131765475\\nFACTURA DE CREDITO FISCAL\\nNCF E321800282863\\nFACTURA NO.: 7145301\\nAUTORIZACION: 935691784\\nTELEFONO: 809-608-6282\\nFECHA: 08/10/2025  HORA: 15:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  12,500.00\\n-------------------------------------------\\nSUB-TOTAL RD$       12,500.00\\nITBIS RD$       2,250.00\\nTOTAL RD$          14,750.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8628100\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nANA MARIA FRANCO ABREU\\nANA MARIA FRANCO ABREU\\nRNC 40236907693\\nCLIENTE: JOSE GEDINSON DIAZ ESTRELLA\\nRNC CLIENTE: 03100604895\\nFACTURA DE CREDITO FISCAL\\nNCF: B1449105430\\nFACTURA NO.: 8381203\\nAUTORIZACION: 78383741\\nTELEFONO: 809-801-2054\\nFECHA: 06/01/2025  HORA: 13:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            32,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   20,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       52,500.00\\nIMPUESTO ITBIS RD$       9,450.00\\nTOTAL RD$          61,950.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 8882745\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 12308617\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nCOLMADO SANTA CRUZ\\nANA MERCEDES RAMIREZ RIVERAS\\nRNC 09300529063\\nCLIENTE: AVENTURA SUBMARINA CABRERIZO MARTINEZ S\\nRNC CLIENTE: 130716544\\nFACTURA DE CREDITO FISCAL\\nNCF B1461610348\\nFACTURA NO.: 1160682\\nAUTORIZACION: 932797170\\nTELEFONO: 809-580-3710\\nFECHA: 31/10/2024  HORA: 08:19\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  GALON     CLORO LIQUIDO 1 GALON          712.50\\n    4  LIBRA     QUESO BLANCO DE FREIR LIBRA      856.00\\n  2.5  LIBRA     SALAMI SUPER ESPECIAL LIBRA      575.00\\n    2  LIBRA     HARINA DE TRIGO LIBRA           76.00\\n----------------------------------------------\\nSUB-TOTAL RD$        2,219.50\\nITBIS RD$         128.25\\nTOTAL RD$           2,347.75\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 618408\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 81657705\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0,4,3],"business_categories":["profesional","profesional","colmado_alimentos"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133376016","40236907693","09300529063"],"invoice_ids":["inv_f76371a18583f486a99f","inv_21ed21b8c97f5948dad1","inv_d731027b1dd63647c6f3"],"observation_id":"obs_dbcd17ff09b2422fd833","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":3.97,"augmentation_metadata":{"downscale_factor":0.771,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":0.896,"brightness_factor":0.938,"blur_sigma":0.164,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.29,"jpeg_quality":80,"documents":[{"rotation_deg":0.722,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-2.121,"perspective":0.018,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.71,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":10767238476904424992,"difficulty":"hard","split":"validation"}
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{"image":"images/606_009746.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132408871\",\"ncf\":\"E451720499565\",\"fecha_comprobante\":\"20240219\",\"monto_facturado_servicios\":26238.00,\"monto_facturado_bienes\":7274.00,\"itbis_facturado\":6032.16,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"00116328733\",\"ncf\":\"E317155559185\",\"fecha_comprobante\":\"20240129\",\"monto_facturado_servicios\":172838.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":31110.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"430292281\",\"ncf\":\"B1401824192\",\"fecha_comprobante\":\"20250416\",\"monto_facturado_servicios\":16500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2970.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"BLESS FILMS & PRODUCCIONS\\nBLESS FILMS & PRODUCCIONS SRL\\nRNC EMISOR: 132408871\\nCLIENTE: NAUDY ANDRES DE LEON TAVERAS\\nRNC CLIENTE: 40220129452\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451720499565\\nFACTURA NO.: 4767077\\nAUTORIZACION: 959677219\\nTELEFONO: 809-510-2020\\nFECHA: 19/02/2024  HORA: 18:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    TARJETAS DE PRESENTACION\\n                                   6,021.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  10,972.00\\n    1  SERVICIO  ROTULACION EN VINIL\\n                                  15,266.00\\n    1  UNIDAD    BANNER PUBLICITARIO\\n                                   1,253.00\\n-------------------------------------------\\nSUB-TOTAL RD$       33,512.00\\nITBIS 18% RD$       6,032.16\\nTOTAL RD$          39,544.16\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 7871447\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEULALIO MODESTO ALMONTE RUBIERA\\nEULALIO MODESTO ALMONTE RUBIERA\\nRNC 00116328733\\nCLIENTE: GRUPO MATEO SANTIAGO CONTRUSCAR SRL\\nRNC CLIENTE: 133225931\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E317155559185\\nFACTURA NO.: 3209769\\nAUTORIZACION: 771074675\\nTELEFONO: 809-584-6865\\nFECHA: 29/01/2024  HORA: 13:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            38,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       5,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   90,000.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES    15,000.00\\n   22  PAGINA    TRADUCCION DE DOCUMENTOS    24,838.00\\n----------------------------------------------\\nSUBTOTAL RD$      172,838.00\\nITBIS 18% RD$      31,110.84\\nTOTAL RD$         203,948.84\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4529005\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 13502167\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\\nREVISADO\\n\\n--- FACTURA ---\\n\\nFUNDACION TRABAJANDO POR LA FAMILIA EN AMO\\nFUNDACION TRABAJANDO POR LA FAMILIA EN AMOR A CR\\nRNC: 430292281\\nCLIENTE: CACHIM BURGER SRL\\nRNC CLIENTE: 131746081\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1401824192\\nFACTURA NO.: 0463071\\nAUTORIZACION: 314327677\\nTELEFONO: 809-319-3878\\nFECHA: 16/04/2025  HORA: 14:14\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME      16,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       16,500.00\\nIMPUESTO ITBIS RD$       2,970.00\\nTOTAL RD$          19,470.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9326461\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 91327988\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[0,11,4],"business_categories":["publicidad_impresion","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132408871","00116328733","430292281"],"invoice_ids":["inv_926e991fd783b17d921e","inv_91293691d5b9cad34d15","inv_3a4b11385f4f9582bc65"],"observation_id":"obs_03fea2465ab5b7c4b8fe","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":3.98,"augmentation_metadata":{"downscale_factor":0.662,"red_scale":0.964,"blue_scale":1.036,"contrast_factor":0.902,"brightness_factor":0.994,"blur_sigma":0.384,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":67.67,"jpeg_quality":80,"documents":[{"rotation_deg":1.08,"perspective":0.018,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":2.067,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.836,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":18115753043743089366,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 23488856\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPendiente\\n\\n--- FACTURA ---\\n\\nFAMOSA REAL ESTATE GROUP\\nRNC EMISOR: 133641674\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INVERSIONES CALUNA C POR A\\nRNC CLIENTE: 130015661\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E443235815018\\nFACTURA NO.: 0915530\\nAUTORIZACION: 804374688\\nTELEFONO: 809-403-6191\\nFECHA: 11/11/2024  HORA: 16:06\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD       17,779.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   27,470.00\\n    1  SERVICIO  COMISION INMOBILIARIA       29,641.00\\n----------------------------------------------\\nSUBTOTAL RD$       74,890.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          74,890.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 1934724\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nCOMERCIALIZADORA BALMES SRL\\nRNC EMISOR: 130827052\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PROYECTO YENERO REALTY SRL\\nRNC CLIENTE: 133141949\\nFACTURA DE CREDITO FISCAL\\nNCF E329899919374\\nFACTURA NO.: 5276900\\nAUTORIZACION: 676142111\\nTELEFONO: 809-811-9553\\nFECHA: 04/11/2024  HORA: 10:40\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    7  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                                 11,753.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                                 14,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                                 15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                                 86,000.00\\n----------------------------------------------------------\\nSUB-TOTAL RD$      127,253.00\\nITBIS RD$      22,905.54\\nTOTAL RD$         150,158.54\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 5967927\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009755.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133347352\",\"ncf\":\"B0290587402\",\"fecha_comprobante\":\"20240522\",\"monto_facturado\":44155.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":22.95,\"monto_propina_legal\":0.00,\"efectivo\":18097.46,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":26080.49,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JUAN RAFAEL ABREU VARGAS\\nRNC EMISOR: 00106780521\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FARMACIA JUAN FRANCISCO J F SRL\\nRNC CLIENTE: 133347352\\nFACTURA DE CREDITO FISCAL\\nNCF B0290587402\\nFACTURA NO.: 0778030\\nAUTORIZACION: 64960345\\nTELEFONO: 809-899-2378\\nFECHA: 22/05/2024  HORA: 09:00\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  VIAJE     SERVICIO DE TRANSPORTE\\n                                  34,294.00\\n    1  SERVICIO  GESTION LOGISTICA\\n                                   5,361.00\\n    3  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                   4,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       44,155.00\\nIMPUESTO ITBIS RD$           0.00\\nOTROS IMPUESTOS RD$      22.95\\nTOTAL RD$          44,177.95\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 1273578\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 79527862\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["00106780521"],"invoice_ids":["inv_7223f43f30345baf78e9"],"observation_id":"obs_537465cf04c617fddf19","variant_index":0,"degradation_profile":"bad_phone","scene_type":"fabric","estimated_min_text_px":7.98,"augmentation_metadata":{"downscale_factor":0.647,"red_scale":1.013,"blue_scale":0.987,"contrast_factor":0.943,"brightness_factor":1.066,"blur_sigma":0.784,"crop_applied":false,"camera_distance_factors":[0.91],"legibility_scale_corrections":[0.0],"final_contrast_stddev":60.11,"jpeg_quality":76,"documents":[{"rotation_deg":3.172,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9728005749086324113,"difficulty":"very_hard","split":"train"}
{"image":"images/606_009756.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130015602\",\"ncf\":\"E457789017402\",\"fecha_comprobante\":\"20250917\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":54330.50,\"itbis_facturado\":9779.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"01000214930\",\"ncf\":\"B0229704296\",\"fecha_comprobante\":\"20250428\",\"monto_facturado_servicios\":948.00,\"monto_facturado_bienes\":26563.00,\"itbis_facturado\":4951.98,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"09700217459\",\"ncf\":\"B0228450463\",\"fecha_comprobante\":\"20250901\",\"monto_facturado_servicios\":85500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15390.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MERCADSA S A\\nMERCADSA S A\\nRNC: 130015602\\nCLIENTE: MORALVA C POR A\\nRNC CLIENTE: 101836679\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457789017402\\nFACTURA NO.: 6437113\\nAUTORIZACION: 318546630\\nTELEFONO: 809-755-8077\\nFECHA: 17/09/2025  HORA: 09:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  32,384.00\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  18,420.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     439.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,185.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     902.50\\n-------------------------------------------\\nSUBTOTAL RD$       54,330.50\\nIMPUESTO ITBIS RD$       9,779.49\\nTOTAL RD$          64,109.99\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1894381\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 46457248\\n\\n--- FACTURA ---\\n\\nPEDRO JOSELITO ENCARNACION VILCHEZ\\nPEDRO JOSELITO ENCARNACION VILCHEZ\\nRNC: 01000214930\\nCLIENTE: ARELIS MERCEDES TORRES POLANCO\\nRNC CLIENTE: 03600318855\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0229704296\\nFACTURA NO.: 1407015\\nAUTORIZACION: 169466748\\nTELEFONO: 809-705-9555\\nFECHA: 28/04/2025  HORA: 19:45\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                                    621.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                    948.00\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                                 15,666.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                  3,386.00\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                                  6,890.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       27,511.00\\nITBIS 18% RD$       4,951.98\\nTOTAL RD$          32,462.98\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 560266\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 91995762\\n\\n--- FACTURA ---\\n\\nPIERPAOLO BIANCHI\\nPIERPAOLO BIANCHI\\nRNC: 09700217459\\nCLIENTE: F&FSERVICIONS MULTIPLES SRL\\nRNC CLIENTE: 133358484\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0228450463\\nFACTURA NO.: 2458210\\nAUTORIZACION: 50433768\\nTELEFONO: 809-521-8764\\nFECHA: 01/09/2025  HORA: 12:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   54,500.00\\n    1  CASO      REPRESENTACION LEGAL        31,000.00\\n----------------------------------------------\\nSUBTOTAL RD$       85,500.00\\nIMPUESTO ITBIS RD$      15,390.00\\nTOTAL RD$         100,890.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 6943973\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 87581067\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[1,9,4],"business_categories":["comercio_general","comercio_general","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130015602","01000214930","09700217459"],"invoice_ids":["inv_49fa4372ce47eacf204a","inv_7c4cbca929f1f2429547","inv_eee5da6bf9e69cbec445"],"observation_id":"obs_0a9911da6fd2b5c24109","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.003,"brightness_factor":0.979,"blur_sigma":0.108,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.26,"jpeg_quality":90,"documents":[{"rotation_deg":0.163,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.44,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.227,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":3867802957897264246,"difficulty":"hard","split":"train"}
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{"image":"images/606_009758.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00117585760\",\"ncf\":\"E318448795940\",\"fecha_comprobante\":\"20250311\",\"monto_facturado_servicios\":1985564.95,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":357401.69,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"RAVELLY ALEXANDRA MONZON REYES\\nRAVELLY ALEXANDRA MONZON REYES\\nRNC EMISOR: 00117585760\\nCLIENTE: FUNDACION PARA LA PREVENCION DE DESASTR\\nRNC CLIENTE: 430315583\\nFACTURA DE CREDITO FISCAL\\nNCF: E318448795940\\nFACTURA NO.: 4225605\\nAUTORIZACION: 233558629\\nTELEFONO: 809-393-5334\\nFECHA: 11/03/2025  HORA: 10:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  SERVICIO  COMISION INMOBILIARIA      1,116,349.95\\n    5  MES       ALQUILER DE LOCAL          869,215.00\\n----------------------------------------------\\nSUB-TOTAL RD$    1,985,564.95\\nIMPUESTO ITBIS RD$     357,401.69\\nTOTAL RD$       2,342,966.64\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 1043997\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["00117585760"],"invoice_ids":["inv_77bc4af4fc67d199940d"],"observation_id":"obs_ef47a51bfc2432e030a5","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.73,"augmentation_metadata":{"downscale_factor":0.717,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.936,"brightness_factor":0.957,"blur_sigma":0.445,"crop_applied":false,"camera_distance_factors":[0.881],"legibility_scale_corrections":[0.0],"final_contrast_stddev":49.8,"jpeg_quality":83,"documents":[{"rotation_deg":1.27,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9572166157623474303,"difficulty":"medium","split":"train"}
{"image":"images/607_009759.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101884282\",\"ncf\":\"E320549200818\",\"fecha_comprobante\":\"20240126\",\"monto_facturado\":798.00,\"itbis_facturado\":143.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":941.64,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MEDICO VETERINARIO LAURA VÁSQUEZ\\nRNC EMISOR: 40208894036\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AVIACO AIRLINEA  S A\\nRNC CLIENTE: 101884282\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320549200818\\nFACTURA NO.: 9652741\\nAUTORIZACION: 863562460\\nTELEFONO: 809-854-3299\\nFECHA: 26/01/2024  HORA: 15:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     798.00\\n-------------------------------------------\\nSUBTOTAL RD$          798.00\\nITBIS 18% RD$         143.64\\nTOTAL RD$             941.64\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4206460\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 85422717\\nArchivado\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["40208894036"],"invoice_ids":["inv_7703a27a096396fbdf8b"],"observation_id":"obs_d68ac54ab04cab9d1d1e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":9.63,"augmentation_metadata":{"downscale_factor":0.666,"red_scale":0.999,"blue_scale":1.001,"contrast_factor":1.004,"brightness_factor":0.893,"blur_sigma":0.602,"crop_applied":false,"camera_distance_factors":[0.935],"legibility_scale_corrections":[0.0],"final_contrast_stddev":66.52,"jpeg_quality":80,"documents":[{"rotation_deg":-3.23,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15275716658643573611,"difficulty":"medium","split":"train"}
{"image":"images/606_009760.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132354575\",\"ncf\":\"B1528828279\",\"fecha_comprobante\":\"20250122\",\"monto_facturado_servicios\":179000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":32220.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"HOSTAL FELIZ OVIEDO\\nHOSTAL FELIZ OVIEDO EIRL\\nRNC: 132354575\\nCLIENTE: HENRY EDUARDO DIAZ MATISTA\\nRNC CLIENTE: 03104253087\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1528828279\\nFACTURA NO.: 1694015\\nAUTORIZACION: 415269243\\nTELEFONO: 809-610-9065\\nFECHA: 22/01/2025  HORA: 16:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       60,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   14,000.00\\n    1  MES       SUPERVISION DE OBRA         33,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   71,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      179,000.00\\nITBIS 18% RD$      32,220.00\\nTOTAL RD$         211,220.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4857849\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 30885270\"}","template_ids":[13],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["132354575"],"invoice_ids":["inv_077bafb3fca9991c5ca5"],"observation_id":"obs_88c7eb6585efac95175c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":7.82,"augmentation_metadata":{"downscale_factor":0.988,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":0.984,"brightness_factor":1.019,"blur_sigma":0.125,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.14,"jpeg_quality":95,"documents":[{"rotation_deg":-0.134,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7323010953293913235,"difficulty":"light","split":"train"}
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{"image":"images/606_009762.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"04701190649\",\"ncf\":\"B1449260770\",\"fecha_comprobante\":\"20250526\",\"monto_facturado_servicios\":7070.00,\"monto_facturado_bienes\":5373.30,\"itbis_facturado\":2239.79,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2},{\"rnc\":\"00110966272\",\"ncf\":\"E456048860458\",\"fecha_comprobante\":\"20240127\",\"monto_facturado_servicios\":69500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":12510.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ZORAIDA ALTAGRACIA LOPEZ OSORIA\\nZORAIDA ALTAGRACIA LOPEZ OSORIA\\nRNC: 04701190649\\nCLIENTE: TEISCA SRL\\nRNC CLIENTE: 132142314\\nFACTURA DE CREDITO FISCAL\\nNCF B1449260770\\nFACTURA NO.: 3547334\\nAUTORIZACION: 588240599\\nTELEFONO: 809-416-3561\\nFECHA: 26/05/2025  HORA: 20:40\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  TRATAMIENTO CAPILAR          2,101.00\\n    2  SERVICIO  MANICURA Y PEDICURA          4,474.00\\n    4  UNIDAD    CHAMPU PROFESIONAL           4,143.80\\n    1  UNIDAD    TINTE PARA CABELLO           1,229.50\\n    1  SERVICIO  CORTE Y PEINADO                495.00\\n----------------------------------------------\\nSUB-TOTAL RD$       12,443.30\\nITBIS 18% RD$       2,239.79\\nTOTAL RD$          14,683.09\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 3780891\\nGRACIAS POR SU COMPRA\\nPagado\\n\\n--- FACTURA ---\\n\\nPIER ANGELI.STETIC.HAIR STUDIO\\nPIER ANGELI ROSARIO PEGUERO\\nRNC 00110966272\\nCLIENTE: CANDIDA ROSA MEJIA MEJIA\\nRNC CLIENTE: 00108988031\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E456048860458\\nFACTURA NO.: 5639516\\nAUTORIZACION: 707676158\\nTELEFONO: 809-888-4958\\nFECHA: 27/01/2024  HORA: 14:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES    9,500.00\\n    1  PROYECTO  DISENO DE PLANOS            60,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       69,500.00\\nITBIS RD$      12,510.00\\nTOTAL RD$          82,010.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7121790\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 60690595\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\"}","template_ids":[3,4],"business_categories":["belleza","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["04701190649","00110966272"],"invoice_ids":["inv_1c5ef7afefad89ff1700","inv_ea7af7c33c00dfa54b75"],"observation_id":"obs_939277c7f28c056168bd","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_white","estimated_min_text_px":5.08,"augmentation_metadata":{"downscale_factor":0.983,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.023,"brightness_factor":1.015,"blur_sigma":0.19,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":20.88,"jpeg_quality":91,"documents":[{"rotation_deg":0.3,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.099,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":13606732840626472991,"difficulty":"medium","split":"validation"}
{"image":"images/607_009763.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131867103\",\"ncf\":\"B0211417185\",\"fecha_comprobante\":\"20240123\",\"monto_facturado\":30122.00,\"itbis_facturado\":5421.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":18592.93,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":16951.03,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"GRUPO BELBOK\\nRNC EMISOR: 132378261\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: OTBALSOFT EIRL\\nRNC CLIENTE: 131867103\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0211417185\\nFACTURA NO.: 0748529\\nAUTORIZACION: 460337736\\nTELEFONO: 809-783-8598\\nFECHA: 23/01/2024  HORA: 15:55\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  SERVICIO DE ENTREGA\\n                                   7,872.50\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                  22,249.50\\n-------------------------------------------\\nSUBTOTAL RD$       30,122.00\\nIMPUESTO ITBIS RD$       5,421.96\\nTOTAL RD$          35,543.96\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 8885246\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 38268106\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132378261"],"invoice_ids":["inv_3a4887a63b0dc6d539fc"],"observation_id":"obs_1cdf4594f42fd47fbfb7","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":9.49,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.018,"brightness_factor":0.99,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.28,"jpeg_quality":97,"documents":[{"rotation_deg":-0.002,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":1238759103757352910,"difficulty":"clean","split":"train"}
{"image":"images/606_009764.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101066709\",\"ncf\":\"B1500165646\",\"fecha_comprobante\":\"20250223\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":25358.30,\"itbis_facturado\":4564.49,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SERVICENTRO 27 DE FEBRERO S A\\nSERVICENTRO 27 DE FEBRERO S A\\nRNC EMISOR: 101066709\\nCLIENTE: PEDRO BRITO REYES\\nRNC CLIENTE: 03700799434\\nFACTURA DE CREDITO FISCAL\\nNCF: B1500165646\\nFACTURA NO.: 8246843\\nAUTORIZACION: 248011694\\nTELEFONO: 809-586-6049\\nFECHA: 23/02/2025  HORA: 13:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,275.80\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,109.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,476.00\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  20,497.50\\n-------------------------------------------\\nSUB-TOTAL RD$       25,358.30\\nITBIS 18% RD$       4,564.49\\nTOTAL RD$          29,922.79\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9298935\\nGRACIAS POR SU COMPRA\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101066709"],"invoice_ids":["inv_6d42255bfee7929bb4fe"],"observation_id":"obs_a7a670ec8ba17916a8ce","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":10.71,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":1.011,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.55,"jpeg_quality":95,"documents":[{"rotation_deg":-0.084,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":8665910512360202767,"difficulty":"clean","split":"test"}
{"image":"images/607_009765.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101077702\",\"ncf\":\"E323130788774\",\"fecha_comprobante\":\"20240103\",\"monto_facturado\":2071.95,\"itbis_facturado\":372.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":2444.90,\"otras_formas_de_venta\":0.00}],\"ocr\":\"PANIFICADORA PEÑALO\\nRNC EMISOR: 131271261\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BONZAI ARTESANIA SRL\\nRNC CLIENTE: 101077702\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323130788774\\nFACTURA NO.: 3169889\\nAUTORIZACION: 576152016\\nTELEFONO: 809-867-8517\\nFECHA: 03/01/2024  HORA: 16:07\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,482.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     589.95\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,071.95\\nIMPUESTO ITBIS RD$         372.95\\nTOTAL RD$           2,444.90\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8103804\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 57720005\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131271261"],"invoice_ids":["inv_7424356d0a707c62500d"],"observation_id":"obs_8914e829cbc73150f070","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":9.58,"augmentation_metadata":{"downscale_factor":0.859,"red_scale":0.975,"blue_scale":1.025,"contrast_factor":0.872,"brightness_factor":1.082,"blur_sigma":0.599,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.78,"jpeg_quality":80,"documents":[{"rotation_deg":0.074,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":40024920324885980,"difficulty":"hard","split":"train"}
{"image":"images/606_009766.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133023482\",\"ncf\":\"E451267699772\",\"fecha_comprobante\":\"20250621\",\"monto_facturado_servicios\":125000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":22500.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MBC SERVICIOS JURIDICOS\\nMBC SERVICIOS JURIDICOS SRL\\nRNC EMISOR: 133023482\\nCLIENTE: TRANSPORTE AEREO 15 DE FEBRERO C POR A\\nRNC CLIENTE: 123014627\\nFACTURA DE CREDITO FISCAL\\nNCF E451267699772\\nFACTURA NO.: 5438968\\nAUTORIZACION: 721145270\\nTELEFONO: 809-633-7299\\nFECHA: 21/06/2025  HORA: 11:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS      110,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   15,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      125,000.00\\nITBIS RD$      22,500.00\\nTOTAL RD$         147,500.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9892256\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 99411569\\nMSJ\"}","template_ids":[3],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["133023482"],"invoice_ids":["inv_df4fa4a468eaacdf531b"],"observation_id":"obs_03552637d4203c6f34f4","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":7.8,"augmentation_metadata":{"downscale_factor":0.746,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.784,"brightness_factor":1.089,"blur_sigma":0.371,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.49,"jpeg_quality":83,"documents":[{"rotation_deg":-0.245,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MSJ"}]},"num_invoices":1,"seed":8777264669392473980,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 03\\nREFERENCIA: 35928741\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nIMPROV4IT\\nIMPROV4IT SRL\\nRNC EMISOR: 132010401\\nCLIENTE: D'EMBIANCE SRL\\nRNC CLIENTE: 133712492\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1441341413\\nFACTURA NO.: 2004258\\nAUTORIZACION: 217939812\\nTELEFONO: 809-578-5688\\nFECHA: 30/04/2024  HORA: 15:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,159.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,159.00\\nITBIS 18% RD$         388.62\\nTOTAL RD$           2,547.62\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 3598766\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 34997383\\n\\n--- FACTURA ---\\n\\nCREEKVIEW CAPITAL\\nCREEKVIEW CAPITAL SRL\\nRNC EMISOR: 131946862\\nCLIENTE: PARADISESTORE RD SRL\\nRNC CLIENTE: 133387956\\nFACTURA DE CREDITO FISCAL\\nNCF: E315675889141\\nFACTURA NO.: 2703402\\nAUTORIZACION: 224514938\\nTELEFONO: 809-299-7861\\nFECHA: 05/07/2025  HORA: 18:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,565.00\\n    1  UNIDAD    MATERIAL DE OFICINA            822.99\\n----------------------------------------------\\nSUBTOTAL RD$        8,387.99\\nIMPUESTO ITBIS RD$       1,509.84\\nTOTAL RD$           9,897.83\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 364939\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 78161837\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[1,5,6],"business_categories":["agricultura","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["12200011919","132010401","131946862"],"invoice_ids":["inv_21485a07e6f2060f9cba","inv_577f6e7adacf56affc30","inv_3cc17952af0e1ce5a0e2"],"observation_id":"obs_60e8126299975f5d5cb1","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.43,"augmentation_metadata":{"downscale_factor":0.945,"red_scale":0.993,"blue_scale":1.007,"contrast_factor":1.013,"brightness_factor":1.008,"blur_sigma":0.013,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.43,"jpeg_quality":91,"documents":[{"rotation_deg":0.01,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.634,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.677,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":6289315538763840045,"difficulty":"hard","split":"train"}
{"image":"images/607_009769.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101755865\",\"ncf\":\"E313624997402\",\"fecha_comprobante\":\"20240430\",\"monto_facturado\":11707.85,\"itbis_facturado\":2107.41,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":4891.79,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8923.47,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"INVERSIONES ARACHE GUZMAN\\nRNC EMISOR: 131657508\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FAGESA S A\\nRNC CLIENTE: 101755865\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E313624997402\\nFACTURA NO.: 8339305\\nAUTORIZACION: 452115840\\nTELEFONO: 809-201-1421\\nFECHA: 30/04/2024  HORA: 19:19\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    TINTE PARA CABELLO\\n                                   1,208.00\\n    3  SERVICIO  TRATAMIENTO CAPILAR\\n                                   4,451.85\\n    1  SERVICIO  MANICURA Y PEDICURA\\n                                   1,836.00\\n    1  SERVICIO  CORTE Y PEINADO\\n                                   1,104.00\\n    3  UNIDAD    CHAMPU PROFESIONAL\\n                                   3,108.00\\n-------------------------------------------\\nSUB-TOTAL RD$       11,707.85\\nITBIS 18% RD$       2,107.41\\nTOTAL RD$          13,815.26\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 3250454\\nGRACIAS POR SU COMPRA\\nAPROBADO\"}","template_ids":[5],"business_categories":["belleza"],"catalog_sources":[["curated"]],"issuer_rncs":["131657508"],"invoice_ids":["inv_d956256b3890e5319392"],"observation_id":"obs_e98dde722e8abb7b88c0","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":8.71,"augmentation_metadata":{"downscale_factor":0.637,"red_scale":0.962,"blue_scale":1.038,"contrast_factor":0.923,"brightness_factor":0.882,"blur_sigma":0.624,"crop_applied":true,"camera_distance_factors":[0.89],"legibility_scale_corrections":[0.0],"final_contrast_stddev":46.22,"jpeg_quality":88,"documents":[{"rotation_deg":2.329,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":5358444915826874283,"difficulty":"medium","split":"train"}
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{"image":"images/606_009778.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130766118\",\"ncf\":\"E322498785842\",\"fecha_comprobante\":\"20251221\",\"monto_facturado_servicios\":297.00,\"monto_facturado_bienes\":9188.33,\"itbis_facturado\":1707.36,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131892035\",\"ncf\":\"B0196072206\",\"fecha_comprobante\":\"20240516\",\"monto_facturado_servicios\":27000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MARIA VARGAS DISENOS\\nMARIA VARGAS DISENOS SRL\\nRNC: 130766118\\nCLIENTE: ADMINISTRACION PLAZA PIANTINI PP\\nSRL\\nRNC CLIENTE: 130826803\\nFACTURA DE CREDITO FISCAL\\nNCF E322498785842\\nFACTURA NO.: 8950595\\nAUTORIZACION: 307860024\\nTELEFONO: 809-519-1992\\nFECHA: 21/12/2025  HORA: 13:11\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   1,437.00\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   3,341.85\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,615.98\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     297.00\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     793.50\\n-------------------------------------------\\nSUBTOTAL RD$        9,485.33\\nIMPUESTO ITBIS RD$       1,707.36\\nTOTAL RD$          11,192.69\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 4470766\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 51199421\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nMVD\\n\\n--- FACTURA ---\\n\\nINSAE INGENIERIA SOLUCIONES AMBIENTALES Y\\nINSAE INGENIERIA SOLUCIONES AMBIENTALES Y\\nENERGE\\nRNC 131892035\\nCLIENTE: DISENOS Y DETALLES AB S A\\nRNC CLIENTE: 130296588\\nFACTURA DE CREDITO FISCAL\\nNCF B0196072206\\nFACTURA NO.: 9967018\\nAUTORIZACION: 883164653\\nTELEFONO: 809-204-8318\\nFECHA: 16/05/2024  HORA: 18:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  MES       SUPERVISION DE OBRA\\n                                  27,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       27,000.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          27,000.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2397629\\nGRACIAS POR SU COMPRA\"}","template_ids":[0,1],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130766118","131892035"],"invoice_ids":["inv_0c1fe2a320c3d780432c","inv_b437200bd0f675017fa9"],"observation_id":"obs_524a8a217c57256d1995","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":6.09,"augmentation_metadata":{"downscale_factor":0.898,"red_scale":0.957,"blue_scale":1.043,"contrast_factor":0.98,"brightness_factor":0.974,"blur_sigma":0.071,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.74,"jpeg_quality":92,"documents":[{"rotation_deg":-0.265,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.751,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"initials","text":"MVD"},{"kind":"none","text":""}]},"num_invoices":2,"seed":5646726638781793696,"difficulty":"medium","split":"train"}
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{"image":"images/606_009786.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"09400151313\",\"ncf\":\"B0269791904\",\"fecha_comprobante\":\"20250417\",\"monto_facturado_servicios\":1658.00,\"monto_facturado_bienes\":8459.83,\"itbis_facturado\":1821.21,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"OSVALDO ESTRELLA CABRERA\\nOSVALDO ESTRELLA CABRERA\\nRNC: 09400151313\\nCLIENTE: MARTHA YOSAIRA GRULLON ECHAVARRIA\\nRNC CLIENTE: 00300961216\\nFACTURA DE CREDITO FISCAL\\nNCF B0269791904\\nFACTURA NO.: 4803016\\nAUTORIZACION: 998071815\\nTELEFONO: 809-489-3255\\nFECHA: 17/04/2025  HORA: 10:12\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                     743.99\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,658.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     470.99\\n    3  UNIDAD    EQUIPO ELECTRICO\\n                                   4,502.85\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   2,742.00\\n-------------------------------------------\\nSUBTOTAL RD$       10,117.83\\nITBIS RD$       1,821.21\\nTOTAL RD$          11,939.04\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 782514\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 54757891\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPendiente\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["09400151313"],"invoice_ids":["inv_12723c0b1323696c1708"],"observation_id":"obs_de90b3fb5060fc8e87d4","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":7.87,"augmentation_metadata":{"downscale_factor":0.75,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.886,"brightness_factor":0.91,"blur_sigma":0.44,"crop_applied":true,"camera_distance_factors":[0.964],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.62,"jpeg_quality":75,"documents":[{"rotation_deg":3.685,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":17868278825414190037,"difficulty":"medium","split":"train"}
{"image":"images/607_009787.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"40239122886\",\"ncf\":\"E456859223500\",\"fecha_comprobante\":\"20250328\",\"monto_facturado\":12500.00,\"itbis_facturado\":2250.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":79.65,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":14829.65},{\"rnc\":\"00108185430\",\"ncf\":\"E320351900620\",\"fecha_comprobante\":\"20250506\",\"monto_facturado\":24928.20,\"itbis_facturado\":4487.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":29415.28,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRONT STAGE ENTERTAINMENT\\nRNC EMISOR: 130708193\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PIERINA DEL CARMEN DIAZ JAVIER\\nRNC CLIENTE: 40239122886\\nFACTURA DE CREDITO FISCAL\\nNCF E456859223500\\nFACTURA NO.: 5574484\\nAUTORIZACION: 942609567\\nTELEFONO: 809-782-4871\\nFECHA: 28/03/2025  HORA: 13:50\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       12,500.00\\nIMPUESTO ITBIS RD$       2,250.00\\nOTROS IMPUESTOS RD$      79.65\\nTOTAL RD$          14,829.65\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: ANA\\nORDEN: 6931614\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 42278060\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nJOHN JOHN\\nRNC EMISOR: 03100138407\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FELIPE VARGAS\\nRNC CLIENTE: 00108185430\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E320351900620\\nFACTURA NO.: 6328522\\nAUTORIZACION: 322699153\\nTELEFONO: 809-742-4315\\nFECHA: 06/05/2025  HORA: 17:59\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            279.50\\n    5  UNIDAD    PAPEL BOND 8.5 X 11          1,344.75\\n    5  UNIDAD    EQUIPO ELECTRICO            19,304.95\\n    3  UNIDAD    ARTICULO DE LIMPIEZA         3,999.00\\n----------------------------------------------\\nSUBTOTAL RD$       24,928.20\\nITBIS 18% RD$       4,487.08\\nTOTAL RD$          29,415.28\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 6143109\\nGRACIAS POR SU COMPRA\\nREPRESENTACION IMPRESA e-CF\\nDocumento generado electrónicamente\"}","template_ids":[7,11],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["130708193","03100138407"],"invoice_ids":["inv_1f7fe2606820331a0a8a","inv_58d0931785ae8c56a144"],"observation_id":"obs_5b4a23ad4c7a6d3cc121","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":4.2,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":1.001,"brightness_factor":0.996,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.19,"jpeg_quality":95,"documents":[{"rotation_deg":-0.108,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.024,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":15587232405655724239,"difficulty":"medium","split":"train"}
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{"image":"images/606_009792.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101823242\",\"ncf\":\"E459771357961\",\"fecha_comprobante\":\"20251125\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":4380.00,\"itbis_facturado\":788.40,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"HAZIM MOTORS S A\\nHAZIM MOTORS S A\\nRNC 101823242\\nCLIENTE: JUAN WILMER LIRIANO GOMEZ\\nRNC CLIENTE: 22400068973\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459771357961\\nFACTURA NO.: 4952414\\nAUTORIZACION: 296291042\\nTELEFONO: 809-419-9759\\nFECHA: 25/11/2025  HORA: 15:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   4,380.00\\n-------------------------------------------\\nSUB-TOTAL RD$        4,380.00\\nITBIS 18% RD$         788.40\\nTOTAL RD$           5,168.40\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 3472244\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 35763238\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["101823242"],"invoice_ids":["inv_ecaa643f6fc0e067f792"],"observation_id":"obs_acbf0201fcafcbe4f1f2","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"desk_beige","estimated_min_text_px":9.08,"augmentation_metadata":{"downscale_factor":0.729,"red_scale":1.034,"blue_scale":0.966,"contrast_factor":1.095,"brightness_factor":0.898,"blur_sigma":0.413,"crop_applied":false,"camera_distance_factors":[0.948],"legibility_scale_corrections":[0.0],"final_contrast_stddev":20.75,"jpeg_quality":75,"documents":[{"rotation_deg":-3.898,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":15355819388546054266,"difficulty":"medium","split":"test"}
{"image":"images/607_009793.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"105023571\",\"ncf\":\"B1581469807\",\"fecha_comprobante\":\"20250504\",\"monto_facturado\":161500.00,\"itbis_facturado\":29070.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":190570.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IBR CONSULTING SRL\\nRNC EMISOR: 130317811\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TS-D-301 S A\\nRNC CLIENTE: 105023571\\nFACTURA DE CREDITO FISCAL\\nNCF B1581469807\\nFACTURA NO.: 3569784\\nAUTORIZACION: 731358413\\nTELEFONO: 809-922-2507\\nFECHA: 04/05/2025  HORA: 10:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    65,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO       42,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   16,500.00\\n    1  PROYECTO  DISENO DE PLANOS            37,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      161,500.00\\nIMPUESTO ITBIS RD$      29,070.00\\nTOTAL RD$         190,570.00\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 1360586\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 13724220\\nDETALLE DE SERVICIOS\\nAPROBADO\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["130317811"],"invoice_ids":["inv_13441423e19a135e57e6"],"observation_id":"obs_98e06a3ade68bfeb7aa4","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":0.702,"red_scale":1.048,"blue_scale":0.952,"contrast_factor":0.748,"brightness_factor":1.049,"blur_sigma":0.41,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.77,"jpeg_quality":86,"documents":[{"rotation_deg":-0.052,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8961571154609912634,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 03\\nREFERENCIA: 78356959\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nREVISADO\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nNIAS COMPLEMENTOS\\nROSA FRANCIA MORALES RAMOS\\nRNC EMISOR: 130602867\\nCLIENTE: RAFAEL REYNALDO MARMOLEJOS CASTRO\\nRNC CLIENTE: 00102027562\\nFACTURA DE CREDITO FISCAL\\nNCF B0241172303\\nFACTURA NO.: 3400462\\nAUTORIZACION: 774862508\\nTELEFONO: 809-560-8569\\nFECHA: 14/04/2024  HORA: 09:26\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      118,813.99\\n----------------------------------------------\\nBASE IMPONIBLE RD$      118,813.99\\nIMPUESTO ITBIS RD$      21,386.52\\nTOTAL RD$         140,200.51\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 6255098\\nGRACIAS POR SU COMPRA\\nRESUMEN\"}","template_ids":[4,6,12],"business_categories":["profesional","profesional","inmobiliario"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["130696081","133564815","130602867"],"invoice_ids":["inv_4bceb2ae98c066a6c226","inv_bd64cd19e420050ef892","inv_5401df386bba9edebfa8"],"observation_id":"obs_bf4aba941111fd6e9b17","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.841,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":0.811,"brightness_factor":1.043,"blur_sigma":0.306,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.44,"jpeg_quality":79,"documents":[{"rotation_deg":0.77,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.177,"perspective":0.004,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.164,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":5114353567884488100,"difficulty":"hard","split":"train"}
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{"image":"images/606_009814.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00103165411\",\"ncf\":\"E311282240251\",\"fecha_comprobante\":\"20240628\",\"monto_facturado_servicios\":5000.00,\"monto_facturado_bienes\":2988.00,\"itbis_facturado\":1437.84,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"131227198\",\"ncf\":\"B1525047761\",\"fecha_comprobante\":\"20250922\",\"monto_facturado_servicios\":58000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":10440.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03104579465\",\"ncf\":\"B1534497563\",\"fecha_comprobante\":\"20251209\",\"monto_facturado_servicios\":35000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6300.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"YOCABEL MARTINEZ\\nYOCABEL MARTINEZ\\nRNC: 00103165411\\nCLIENTE: INVERSIONES INMOBILIARIAS MADRID SRL\\nRNC CLIENTE: 133219395\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E311282240251\\nFACTURA NO.: 5030907\\nAUTORIZACION: 744832620\\nTELEFONO: 809-413-7049\\nFECHA: 28/06/2024  HORA: 17:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  LIBRA     CLAVOS CORRIENTES 2 PULGADAS      130.00\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    5,000.00\\n    1  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    1,866.00\\n    1  FUNDA     CEMENTO GRIS 42.5 KG           582.00\\n    2  UNIDAD    RODILLO PARA PINTURA 9 PULGADAS      410.00\\n----------------------------------------------\\nSUB-TOTAL RD$        7,988.00\\nITBIS RD$       1,437.84\\nTOTAL RD$           9,425.84\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 5794932\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 03\\nREFERENCIA: 94890467\\n\\n--- FACTURA ---\\n\\nCONSULTORA VISEJ\\nCONSULTORA VISEJ SRL\\nRNC 131227198\\nCLIENTE: SUDAN C POR A\\nRNC CLIENTE: 105005271\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1525047761\\nFACTURA NO.: 8034964\\nAUTORIZACION: 106389909\\nTELEFONO: 809-917-9078\\nFECHA: 22/09/2025  HORA: 20:38\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA    6,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   23,000.00\\n    1  SERVICIO  GESTION ADMINISTRATIVA       7,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      14,000.00\\n    1  DOCUMENT  REDACCION DE CONTRATO        7,500.00\\n----------------------------------------------\\nSUBTOTAL RD$       58,000.00\\nITBIS 18% RD$      10,440.00\\nTOTAL RD$          68,440.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 8371730\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nProcesado\\n\\n--- FACTURA ---\\n\\nMIGUELINA AURELINDA GARCIA MERCADO\\nMIGUELINA AURELINDA GARCIA MERCADO\\nRNC: 03104579465\\nCLIENTE: JUAN JESUS DIPRE YSABEL\\nRNC CLIENTE: 00200905156\\nFACTURA DE CREDITO FISCAL\\nNCF: B1534497563\\nFACTURA NO.: 4285966\\nAUTORIZACION: 592110227\\nTELEFONO: 809-447-6636\\nFECHA: 09/12/2025  HORA: 16:58\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS       35,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       35,000.00\\nITBIS 18% RD$       6,300.00\\nTOTAL RD$          41,300.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 1034019\\nGRACIAS POR SU COMPRA\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[13,4,7],"business_categories":["construccion_ferreteria","profesional","profesional"],"catalog_sources":[["curated","proconsumidor_ferreteria_2025"],["curated"],["curated"]],"issuer_rncs":["00103165411","131227198","03104579465"],"invoice_ids":["inv_df5cc8efa72d55fe8761","inv_9cbace734fba99b6cd89","inv_4bb7c89b1f93761d6b7d"],"observation_id":"obs_b6b8ac8ec2255a2fd0a6","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.992,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.994,"brightness_factor":1.028,"blur_sigma":0.128,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.26,"jpeg_quality":94,"documents":[{"rotation_deg":0.209,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.01,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.246,"perspective":0.003,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":13414386887435009419,"difficulty":"hard","split":"train"}
{"image":"images/607_009815.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132953681\",\"ncf\":\"E455685627150\",\"fecha_comprobante\":\"20251006\",\"monto_facturado\":37029.95,\"itbis_facturado\":6665.39,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":43695.34}],\"ocr\":\"SERVICIOS Y DISTRIBUCION DE ALIMENTOS SEDA\\nRNC EMISOR: 130545987\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LUMOS DYNAMICS SRL\\nRNC CLIENTE: 132953681\\nFACTURA DE CREDITO FISCAL\\nNCF: E455685627150\\nFACTURA NO.: 3793219\\nAUTORIZACION: 194562307\\nTELEFONO: 809-650-1552\\nFECHA: 06/10/2025  HORA: 12:30\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,400.00\\n    2  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     528.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  32,340.00\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     249.95\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,512.00\\n-------------------------------------------\\nSUB-TOTAL RD$       37,029.95\\nITBIS RD$       6,665.39\\nTOTAL RD$          43,695.34\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 5648783\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 27070599\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130545987"],"invoice_ids":["inv_ec11104ce6bb90506c96"],"observation_id":"obs_3a9fa0d09c944ef808c9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.78,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":1.009,"brightness_factor":0.999,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.86,"jpeg_quality":96,"documents":[{"rotation_deg":0.038,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3251056671193432300,"difficulty":"clean","split":"train"}
{"image":"images/606_009816.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"02400103616\",\"ncf\":\"B1421121444\",\"fecha_comprobante\":\"20250530\",\"monto_facturado_servicios\":1586.00,\"monto_facturado_bienes\":38179.95,\"itbis_facturado\":7157.87,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"OSCAR ARISTIDES GOMEZ SANTANA\\nOSCAR ARISTIDES GOMEZ SANTANA\\nRNC 02400103616\\nCLIENTE: OBRAS CONSTRUCCIONES Y DISEÑOS\\nARQUITEC\\nRNC CLIENTE: 130928258\\nFACTURA DE CREDITO FISCAL\\nNCF B1421121444\\nFACTURA NO.: 3202673\\nAUTORIZACION: 705229910\\nTELEFONO: 809-462-2651\\nFECHA: 30/05/2025  HORA: 19:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  30,229.95\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   7,950.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,586.00\\n-------------------------------------------\\nSUB-TOTAL RD$       39,765.95\\nIMPUESTO ITBIS RD$       7,157.87\\nTOTAL RD$          46,923.82\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 8403981\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 54683289\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["02400103616"],"invoice_ids":["inv_a0dc873c4ec8c224a7ed"],"observation_id":"obs_6fd7bb6a026e6282b783","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":9.26,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.99,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.35,"jpeg_quality":97,"documents":[{"rotation_deg":0.002,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":2268460501747282322,"difficulty":"clean","split":"train"}
{"image":"images/607_009817.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"423001534\",\"ncf\":\"E450754420613\",\"fecha_comprobante\":\"20250414\",\"monto_facturado\":60888.94,\"itbis_facturado\":10960.01,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":71848.95,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"00300801420\",\"ncf\":\"E318345104173\",\"fecha_comprobante\":\"20240622\",\"monto_facturado\":47000.00,\"itbis_facturado\":8460.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":55460.00},{\"rnc\":\"133131285\",\"ncf\":\"E314626944234\",\"fecha_comprobante\":\"20240312\",\"monto_facturado\":219500.00,\"itbis_facturado\":39510.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":259010.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CIGOTO FILMS\\nRNC EMISOR: 131623344\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION ACCION SOC Y DEPORT PARA\\nEL D\\nRNC CLIENTE: 423001534\\nFACTURA DE CREDITO FISCAL\\nNCF: E450754420613\\nFACTURA NO.: 8972596\\nAUTORIZACION: 854088845\\nTELEFONO: 809-902-1376\\nFECHA: 14/04/2025  HORA: 17:33\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    BANNER PUBLICITARIO\\n                                  11,086.00\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                   4,616.95\\n    3  UNIDAD    TARJETAS DE PRESENTACION\\n                                   8,937.00\\n    1  SERVICIO  DISENO GRAFICO\\n                                  14,805.99\\n    1  SERVICIO  GESTION DE REDES SOCIALES\\n                                  21,443.00\\n-------------------------------------------\\nSUBTOTAL RD$       60,888.94\\nITBIS 18% RD$      10,960.01\\nTOTAL RD$          71,848.95\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: ANA\\nORDEN: 7193882\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nSERVICIOS MEDICOS MARIA S\\nRNC EMISOR: 132423887\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: WILLIAM ODALIS PIMENTEL DE LOS\\nSANTOS\\nRNC CLIENTE: 00300801420\\nFACTURA DE CREDITO FISCAL\\nNCF E318345104173\\nFACTURA NO.: 1668808\\nAUTORIZACION: 97292350\\nTELEFONO: 809-494-6455\\nFECHA: 22/06/2024  HORA: 14:57\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  22,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  20,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   5,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       47,000.00\\nIMPUESTO ITBIS RD$       8,460.00\\nTOTAL RD$          55,460.00\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 9065816\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 17760514\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nDECA SRL\\nRNC EMISOR: 101142901\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GRUPO VICODOM SRL\\nRNC CLIENTE: 133131285\\nFACTURA DE CREDITO FISCAL\\nNCF E314626944234\\nFACTURA NO.: 1286562\\nAUTORIZACION: 358133478\\nTELEFONO: 809-801-8583\\nFECHA: 12/03/2024  HORA: 20:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  55,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  23,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  28,000.00\\n    1  SERVICIO  PREPARACION DE ESTADOS\\n                 FINANCIEROS\\n                                  71,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                  42,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      219,500.00\\nIMPUESTO ITBIS RD$      39,510.00\\nTOTAL RD$         259,010.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4310300\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 95688059\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,0,5],"business_categories":["publicidad_impresion","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131623344","132423887","101142901"],"invoice_ids":["inv_e679198a337d0deca5a5","inv_110c5759354f46c19150","inv_6685dfa2edbd76081862"],"observation_id":"obs_a21cf825bd0c7f9f2779","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.776,"red_scale":0.989,"blue_scale":1.011,"contrast_factor":0.648,"brightness_factor":1.117,"blur_sigma":0.474,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.25,"jpeg_quality":81,"documents":[{"rotation_deg":0.13,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.004,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.336,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":8612252812437544327,"difficulty":"hard","split":"train"}
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{"image":"images/606_009822.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101540583\",\"ncf\":\"E451693083379\",\"fecha_comprobante\":\"20241125\",\"monto_facturado_servicios\":1071.00,\"monto_facturado_bienes\":36599.00,\"itbis_facturado\":6780.60,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":5},{\"rnc\":\"03700120284\",\"ncf\":\"E316312078648\",\"fecha_comprobante\":\"20240425\",\"monto_facturado_servicios\":72500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":13050.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"01001124898\",\"ncf\":\"E448645528286\",\"fecha_comprobante\":\"20250324\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1223.98,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7}],\"ocr\":\"CIA ATLAS INDUSTRIAL S A\\nCIA ATLAS INDUSTRIAL S A\\nRNC 101540583\\nCLIENTE: SECURITY PLACE J&Y SRL\\nRNC CLIENTE: 133167621\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E451693083379\\nFACTURA NO.: 3398429\\nAUTORIZACION: 497867744\\nTELEFONO: 809-625-9969\\nFECHA: 25/11/2024  HORA: 08:28\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    MATERIAL DE OFICINA\\n                                     339.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,084.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  33,396.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,780.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,071.00\\n-------------------------------------------\\nSUBTOTAL RD$       37,670.00\\nIMPUESTO ITBIS RD$       6,780.60\\nTOTAL RD$          44,450.60\\nFORMA DE PAGO: PERMUTA\\nCAJERO: JOSE\\nORDEN: 6183321\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 55104176\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nVerificado\\n\\n--- FACTURA ---\\n\\nMARTIN                         SILVERIO\\nMARTIN                         SILVERIO\\nRNC EMISOR: 03700120284\\nCLIENTE: ANAR INVEST EIRL\\nRNC CLIENTE: 131615732\\nFACTURA DE CREDITO FISCAL\\nNCF: E316312078648\\nFACTURA NO.: 8477721\\nAUTORIZACION: 36885003\\nTELEFONO: 809-648-9694\\nFECHA: 25/04/2024  HORA: 17:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  DOCUMENT  REDACCION DE CONTRATO\\n                                  37,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS\\n                                   7,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  27,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       72,500.00\\nITBIS RD$      13,050.00\\nTOTAL RD$          85,550.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 5425811\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 03\\nREFERENCIA: 98327280\\n\\n--- FACTURA ---\\n\\nCHARLY RANJEL RAMIREZ RAMIREZ\\nCHARLY RANJEL RAMIREZ RAMIREZ\\nRNC EMISOR: 01001124898\\nCLIENTE: VIFAROPIMED SRL\\nRNC CLIENTE: 131158392\\nFACTURA DE CREDITO FISCAL\\nNCF E448645528286\\nFACTURA NO.: 9419207\\nAUTORIZACION: 500150554\\nTELEFONO: 809-231-3093\\nFECHA: 24/03/2025  HORA: 18:50\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    8  LIBRA     POLLO FRESCO LIBRA\\n                                                    632.00\\n    2  CARTON    HUEVOS CARTON 30 UNIDADES\\n                                                    591.98\\n----------------------------------------------------------\\nSUB-TOTAL RD$        1,223.98\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$           1,223.98\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4935776\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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{"image":"images/607_009829.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"06800377175\",\"ncf\":\"B0112724097\",\"fecha_comprobante\":\"20251207\",\"monto_facturado\":5250.50,\"itbis_facturado\":945.09,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":6195.59,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"OTROUSO\\nRNC EMISOR: 132181484\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JUAN PINALES DE LOS SANTOS\\nRNC CLIENTE: 06800377175\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0112724097\\nFACTURA NO.: 1027868\\nAUTORIZACION: 936571799\\nTELEFONO: 809-409-8069\\nFECHA: 07/12/2025  HORA: 13:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         3,096.00\\n    1  UNIDAD    MATERIAL DE OFICINA          2,154.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,250.50\\nIMPUESTO ITBIS RD$         945.09\\nTOTAL RD$           6,195.59\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6889869\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 43261119\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132181484"],"invoice_ids":["inv_0cda88189d21c317cba5"],"observation_id":"obs_e94ab84962adec79d9bf","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":6.09,"augmentation_metadata":{"downscale_factor":0.722,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.895,"brightness_factor":0.926,"blur_sigma":0.249,"crop_applied":false,"camera_distance_factors":[0.951],"legibility_scale_corrections":[0.0],"final_contrast_stddev":47.35,"jpeg_quality":81,"documents":[{"rotation_deg":0.726,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16366041931694342150,"difficulty":"medium","split":"train"}
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{"image":"images/607_009831.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130286477\",\"ncf\":\"B1424325899\",\"fecha_comprobante\":\"20251103\",\"monto_facturado\":9602.98,\"itbis_facturado\":1728.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":11331.52,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ZONELECTRIC INTERNATIONAL GROUP\\nRNC EMISOR: 132159047\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: REDUCE TELECOM S A\\nRNC CLIENTE: 130286477\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1424325899\\nFACTURA NO.: 2197555\\nAUTORIZACION: 667593195\\nTELEFONO: 809-741-8776\\nFECHA: 03/11/2025  HORA: 08:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   5,501.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,780.00\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,321.98\\n-------------------------------------------\\nBASE IMPONIBLE RD$        9,602.98\\nITBIS 18% RD$       1,728.54\\nTOTAL RD$          11,331.52\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 800139\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 86525384\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132159047"],"invoice_ids":["inv_97ae19bfb7cf2f71da7c"],"observation_id":"obs_9706b599aaf7cbb1b369","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":7.88,"augmentation_metadata":{"downscale_factor":0.886,"red_scale":1.01,"blue_scale":0.99,"contrast_factor":0.906,"brightness_factor":0.849,"blur_sigma":0.33,"crop_applied":false,"camera_distance_factors":[0.885],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.19,"jpeg_quality":88,"documents":[{"rotation_deg":0.487,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6256721427927909435,"difficulty":"light","split":"train"}
{"image":"images/606_009832.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133563398\",\"ncf\":\"E441231430704\",\"fecha_comprobante\":\"20250511\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":785.90,\"itbis_facturado\":141.46,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MIVAMAC\\nMIVAMAC SRL\\nRNC EMISOR: 133563398\\nCLIENTE: TOMMY MANUEL MOREL\\nRNC CLIENTE: 05401369243\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E441231430704\\nFACTURA NO.: 1585947\\nAUTORIZACION: 619997993\\nTELEFONO: 809-831-2240\\nFECHA: 11/05/2025  HORA: 13:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            785.90\\n----------------------------------------------\\nSUB-TOTAL RD$          785.90\\nIMPUESTO ITBIS RD$         141.46\\nTOTAL RD$             927.36\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 7524980\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 88857685\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\\nCOPIA\"}","template_ids":[7],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133563398"],"invoice_ids":["inv_875182d0bfcffb8bc964"],"observation_id":"obs_a98df647d5105c0759c1","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":6.41,"augmentation_metadata":{"downscale_factor":0.72,"red_scale":1.032,"blue_scale":0.968,"contrast_factor":0.869,"brightness_factor":1.04,"blur_sigma":0.625,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.17,"jpeg_quality":81,"documents":[{"rotation_deg":0.554,"perspective":0.002,"shadow":false,"signature":true,"highlighter":true}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":true}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":5313461083651972198,"difficulty":"hard","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nGONZALEZ GANDOLFFI\\nRNC EMISOR: 131138535\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: FUNDACION YOGOLICIUS DOMINICANA INC\\nRNC CLIENTE: 430203866\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323035652610\\nFACTURA NO.: 0944474\\nAUTORIZACION: 912942036\\nTELEFONO: 809-748-8956\\nFECHA: 02/11/2025  HORA: 13:51\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  GALON     PINTURA ACRILICA SUPERIOR 1 GAL    4,822.50\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS    7,500.00\\n    6  UNIDAD    CODO PVC 1/2 PULGADA           113.94\\n    5  FUNDA     CEMENTO GRIS 42.5 KG         3,039.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,476.39\\nIMPUESTO ITBIS RD$       2,785.75\\nTOTAL RD$          18,262.14\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 963672\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\nProcesado\"}","template_ids":[4,7,6],"business_categories":["inmobiliario","construccion_ferreteria","construccion_ferreteria"],"catalog_sources":[["curated"],["curated","proconsumidor_ferreteria_2025"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["130279268","101163501","131138535"],"invoice_ids":["inv_833a6a70e25084d29f40","inv_43e685e0699d0c89310b","inv_af90695ee7810daf36a3"],"observation_id":"obs_540635df9ca1294b38d3","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.99,"blue_scale":1.01,"contrast_factor":1.018,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":23.4,"jpeg_quality":95,"documents":[{"rotation_deg":0.079,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":0.085,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.033,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":true,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":906460297076728348,"difficulty":"hard","split":"test"}
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{"image":"images/607_009847.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131942431\",\"ncf\":\"E453244066593\",\"fecha_comprobante\":\"20240111\",\"monto_facturado\":69389.95,\"itbis_facturado\":12490.19,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":81880.14}],\"ocr\":\"JOSE DOLORES TAVAREZ TAVAREZ\\nRNC EMISOR: 00101427466\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PINTURAS ROEN KOLOR SRL\\nRNC CLIENTE: 131942431\\nFACTURA DE CREDITO FISCAL\\nNCF E453244066593\\nFACTURA NO.: 8431692\\nAUTORIZACION: 855638090\\nTELEFONO: 809-291-8436\\nFECHA: 11/01/2024  HORA: 12:59\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  VIAJE     SERVICIO DE MENSAJERIA\\n                                                    579.95\\n    1  SERVICIO  ALQUILER DE VEHICULO\\n                                                  8,036.00\\n    1  SERVICIO  PEAJE Y GASTOS DE RUTA\\n                                                    922.00\\n    2  SERVICIO  GESTION LOGISTICA\\n                                                 59,852.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       69,389.95\\nITBIS RD$      12,490.19\\nTOTAL RD$          81,880.14\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: ANA\\nORDEN: 8551183\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["transporte"],"catalog_sources":[["curated"]],"issuer_rncs":["00101427466"],"invoice_ids":["inv_f96940ee610a26b502f8"],"observation_id":"obs_cfe3493c6dddcfffdea1","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":10.28,"augmentation_metadata":{"downscale_factor":0.695,"red_scale":0.987,"blue_scale":1.013,"contrast_factor":0.935,"brightness_factor":0.993,"blur_sigma":0.354,"crop_applied":false,"camera_distance_factors":[0.977],"legibility_scale_corrections":[0.0],"final_contrast_stddev":76.68,"jpeg_quality":82,"documents":[{"rotation_deg":0.334,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":11066863570617564351,"difficulty":"medium","split":"train"}
{"image":"images/606_009848.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132566637\",\"ncf\":\"E458328173196\",\"fecha_comprobante\":\"20240208\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":17654.97,\"itbis_facturado\":3177.89,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"ABRAHAM NUNEZ IMPORT\\nABRAHAM NUNEZ IMPORT SRL\\nRNC 132566637\\nCLIENTE: WOODMADERA CAFE SRL\\nRNC CLIENTE: 130718253\\nFACTURA DE CREDITO FISCAL\\nNCF E458328173196\\nFACTURA NO.: 6035008\\nAUTORIZACION: 95479676\\nTELEFONO: 809-800-6279\\nFECHA: 08/02/2024  HORA: 10:43\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    EQUIPO ELECTRICO            17,654.97\\n----------------------------------------------\\nBASE IMPONIBLE RD$       17,654.97\\nITBIS RD$       3,177.89\\nTOTAL RD$          20,832.86\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4496279\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 29050046\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\"}","template_ids":[2],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132566637"],"invoice_ids":["inv_b551ff61f13f70f08454"],"observation_id":"obs_a93aa729bce39b46552e","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":6.84,"augmentation_metadata":{"downscale_factor":0.742,"red_scale":1.019,"blue_scale":0.981,"contrast_factor":1.084,"brightness_factor":1.058,"blur_sigma":0.289,"crop_applied":false,"camera_distance_factors":[0.944],"legibility_scale_corrections":[0.0],"final_contrast_stddev":84.22,"jpeg_quality":72,"documents":[{"rotation_deg":3.904,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":978592020450294368,"difficulty":"medium","split":"train"}
{"image":"images/607_009849.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131502042\",\"ncf\":\"E322381909963\",\"fecha_comprobante\":\"20241030\",\"monto_facturado\":29469.75,\"itbis_facturado\":5304.56,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":34774.31}],\"ocr\":\"JANSEL AGRAMONTE POLANCO\\nRNC EMISOR: 06600246448\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: KARAYA FILM SRL\\nRNC CLIENTE: 131502042\\nFACTURA DE CREDITO FISCAL\\nNCF E322381909963\\nFACTURA NO.: 2638025\\nAUTORIZACION: 636127363\\nTELEFONO: 809-208-3471\\nFECHA: 30/10/2024  HORA: 16:18\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                  22,828.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     792.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   5,849.75\\n-------------------------------------------\\nSUBTOTAL RD$       29,469.75\\nITBIS 18% RD$       5,304.56\\nTOTAL RD$          34,774.31\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 1409681\\nGRACIAS POR SU COMPRA\\nJAP\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["06600246448"],"invoice_ids":["inv_ceb9bcce022702fd0e14"],"observation_id":"obs_861ff3189cd5a995a3b8","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.8,"augmentation_metadata":{"downscale_factor":0.955,"red_scale":0.988,"blue_scale":1.012,"contrast_factor":0.978,"brightness_factor":0.984,"blur_sigma":0.228,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.63,"jpeg_quality":92,"documents":[{"rotation_deg":0.453,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"JAP"}]},"num_invoices":1,"seed":6129884579180236431,"difficulty":"light","split":"train"}
{"image":"images/606_009850.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430297471\",\"ncf\":\"B0162709206\",\"fecha_comprobante\":\"20250617\",\"monto_facturado_servicios\":109000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19620.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"03105722361\",\"ncf\":\"E453061412545\",\"fecha_comprobante\":\"20250714\",\"monto_facturado_servicios\":15446.50,\"monto_facturado_bienes\":19376.00,\"itbis_facturado\":6268.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"ADEHER\\nASOCIACION DE HERMANOS LOS AMIGOS DE JESUS\\nRNC: 430297471\\nCLIENTE: VIA MARTINEZ CONSULTING SRL\\nRNC CLIENTE: 133495902\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0162709206\\nFACTURA NO.: 7203973\\nAUTORIZACION: 509731996\\nTELEFONO: 809-814-6252\\nFECHA: 17/06/2025  HORA: 20:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   28,000.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      17,500.00\\n    1  MES       SUPERVISION DE OBRA         30,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    33,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      109,000.00\\nITBIS 18% RD$      19,620.00\\nTOTAL RD$         128,620.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 6358380\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 04\\nREFERENCIA: 45535738\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nBRAIN FOCUS SOLUCIONES CREATIVAS\\nERIKA HILARIO MORALES\\nRNC EMISOR: 03105722361\\nCLIENTE: SERES ANIMATION STUDIOS SRL\\nRNC CLIENTE: 131150764\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453061412545\\nFACTURA NO.: 7861309\\nAUTORIZACION: 795751590\\nTELEFONO: 809-913-7663\\nFECHA: 14/07/2025  HORA: 08:25\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                  15,446.50\\n    4  UNIDAD    BANNER PUBLICITARIO\\n                                  19,376.00\\n-------------------------------------------\\nSUBTOTAL RD$       34,822.50\\nIMPUESTO ITBIS RD$       6,268.05\\nTOTAL RD$          41,090.55\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1504602\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 66355773\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nBFS\\nPagado\"}","template_ids":[4,5],"business_categories":["profesional","publicidad_impresion"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["430297471","03105722361"],"invoice_ids":["inv_fc4a45e8d79ba659b644","inv_8313e3223dc0f44efc72"],"observation_id":"obs_59472c6c670dcf7bd13a","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":4.92,"augmentation_metadata":{"downscale_factor":0.705,"red_scale":0.996,"blue_scale":1.004,"contrast_factor":1.067,"brightness_factor":0.856,"blur_sigma":0.3,"crop_applied":true,"camera_distance_factors":[0.989,0.973],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":78.01,"jpeg_quality":86,"documents":[{"rotation_deg":-1.259,"perspective":0.035,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.555,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"BFS"}]},"num_invoices":2,"seed":1064679200186269070,"difficulty":"medium","split":"validation"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 30519768\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nQUIVAS SRL\\nQUIVAS SRL\\nRNC: 105056348\\nCLIENTE: JUAN NARCISO FIGUEREO\\nRNC CLIENTE: 00112424460\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E328289085400\\nFACTURA NO.: 5324313\\nAUTORIZACION: 180488157\\nTELEFONO: 809-439-8971\\nFECHA: 12/03/2025  HORA: 18:21\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    PAPEL BOND 8.5 X 11            692.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         2,628.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        3,320.00\\nITBIS RD$         597.60\\nTOTAL RD$           3,917.60\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 2365064\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 01\\nREFERENCIA: 89904454\\nQ\\n\\n--- FACTURA ---\\n\\nDISTAZIZ\\nDISTAZIZ SRL\\nRNC EMISOR: 131183702\\nCLIENTE: EDILIANNY VASQUEZ REYES\\nRNC CLIENTE: 06400322373\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E323449008296\\nFACTURA NO.: 2948439\\nAUTORIZACION: 264118718\\nTELEFONO: 809-601-1084\\nFECHA: 03/01/2025  HORA: 11:44\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,055.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO        21,042.50\\n----------------------------------------------\\nBASE IMPONIBLE RD$       22,098.00\\nIMPUESTO ITBIS RD$       3,977.64\\nTOTAL RD$          26,075.64\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 8113744\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 03\\nREFERENCIA: 66774653\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[4,2,6],"business_categories":["inmobiliario","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["133762781","105056348","131183702"],"invoice_ids":["inv_9fd8e5d81ccc42ac15ef","inv_d2dda35638e4e61dbc2d","inv_f7ae87fd8ba7949455ac"],"observation_id":"obs_b44151248ace1bd911c9","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.08,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.995,"blue_scale":1.005,"contrast_factor":1.008,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":21.74,"jpeg_quality":95,"documents":[{"rotation_deg":0.03,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.126,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.138,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"Q"},{"kind":"none","text":""}]},"num_invoices":3,"seed":4048050533540325256,"difficulty":"hard","split":"test"}
{"image":"images/607_009853.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101110912\",\"ncf\":\"B1587261797\",\"fecha_comprobante\":\"20250821\",\"monto_facturado\":160500.00,\"itbis_facturado\":28890.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":189390.00}],\"ocr\":\"CHARLIE CAR WASH\\nRNC EMISOR: 01100383197\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RASSO S A\\nRNC CLIENTE: 101110912\\nFACTURA DE CREDITO FISCAL\\nNCF B1587261797\\nFACTURA NO.: 0674028\\nAUTORIZACION: 405734191\\nTELEFONO: 809-770-6279\\nFECHA: 21/08/2025  HORA: 08:54\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  70,000.00\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                  12,500.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  78,000.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      160,500.00\\nITBIS 18% RD$      28,890.00\\nTOTAL RD$         189,390.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 8976120\\nGRACIAS POR SU COMPRA\\nCCW\"}","template_ids":[0],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["01100383197"],"invoice_ids":["inv_def1a3383dfeacc84591"],"observation_id":"obs_15d92ef58c8086a0918d","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"counter","estimated_min_text_px":11.06,"augmentation_metadata":{"downscale_factor":0.77,"red_scale":1.028,"blue_scale":0.972,"contrast_factor":0.551,"brightness_factor":1.045,"blur_sigma":0.729,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.04,"jpeg_quality":78,"documents":[{"rotation_deg":-0.183,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CCW"}]},"num_invoices":1,"seed":4407921237186419548,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 96837069\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nPagado\\n\\n--- FACTURA ---\\n\\nSANTO PABLO RUIZ ARIAS\\nSANTO PABLO RUIZ ARIAS\\nRNC EMISOR: 00105501506\\nCLIENTE: BLUETERRA SRL\\nRNC CLIENTE: 133489368\\nFACTURA DE CREDITO FISCAL\\nNCF B1580593540\\nFACTURA NO.: 4793948\\nAUTORIZACION: 958015524\\nTELEFONO: 809-519-9758\\nFECHA: 07/05/2025  HORA: 15:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   6,357.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,551.50\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  28,254.75\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,449.00\\n-------------------------------------------\\nSUB-TOTAL RD$       37,612.25\\nITBIS 18% RD$       6,770.21\\nTOTAL RD$          44,382.46\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 9750629\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 24191722\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nAPROBADO\\n\\n--- FACTURA ---\\n\\nLA FAMILIAR HALMON\\nLA FAMILIAR HALMON SRL\\nRNC: 131653669\\nCLIENTE: MAR TRES DOMINICANA SRL\\nRNC CLIENTE: 131326048\\nFACTURA DE CREDITO FISCAL\\nNCF: B0146306777\\nFACTURA NO.: 4319172\\nAUTORIZACION: 119912963\\nTELEFONO: 809-654-3415\\nFECHA: 04/05/2024  HORA: 14:57\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   12,500.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       29,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       41,500.00\\nITBIS 18% RD$       7,470.00\\nTOTAL RD$          48,970.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 8119042\\nGRACIAS POR SU COMPRA\\nRESUMEN\\nCargo almacen\\n\\n--- FACTURA ---\\n\\nJORGE VALENTIN ESPEJO FERREIRA\\nJORGE VALENTIN ESPEJO FERREIRA\\nRNC EMISOR: 00101152486\\nCLIENTE: TRANSPORTE Y AGREGADOS BOTELLO BAEZ SRL\\nRNC CLIENTE: 131533809\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1520717217\\nFACTURA NO.: 8406417\\nAUTORIZACION: 68792579\\nTELEFONO: 809-447-7943\\nFECHA: 21/05/2025  HORA: 19:39\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   30,000.00\\n    1  MES       SUPERVISION DE OBRA         95,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      125,500.00\\nITBIS 18% RD$      22,590.00\\nTOTAL RD$         148,090.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4614657\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nPAGADO\"}","template_ids":[5,1,12,4],"business_categories":["comercio_general","comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["101040491","00105501506","131653669","00101152486"],"invoice_ids":["inv_510c77f293a6997e6d10","inv_7206add175eb994211a1","inv_e8cdea4f9ac40979bf55","inv_670625498d55cfd7b671"],"observation_id":"obs_dcfbc92c891f19d67920","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.58,"augmentation_metadata":{"downscale_factor":0.824,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":1.062,"brightness_factor":0.971,"blur_sigma":0.1,"crop_applied":false,"camera_distance_factors":[0.994,0.912,0.883,0.999],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":48.52,"jpeg_quality":88,"documents":[{"rotation_deg":-0.598,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.181,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.395,"perspective":0.015,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":1.78,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":10231458903702667754,"difficulty":"very_hard","split":"train"}
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{"image":"images/606_009856.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131265596\",\"ncf\":\"B0173711359\",\"fecha_comprobante\":\"20251016\",\"monto_facturado_servicios\":86000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":15480.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"IMPRENTA COMPOSTELA\\nIMPRENTA COMPOSTELA SRL\\nRNC: 131265596\\nCLIENTE: EMPRESA DE TRANSPORTE URBANO EMTRAURZET\\nRNC CLIENTE: 132702042\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0173711359\\nFACTURA NO.: 5722652\\nAUTORIZACION: 553900384\\nTELEFONO: 809-723-2457\\nFECHA: 16/10/2025  HORA: 11:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ASESORIA TECNICA            30,000.00\\n    1  SERVICIO  ELABORACION DE INFORME      18,500.00\\n    1  SERVICIO  PREPARACION DE ESTADOS FINANCIEROS   37,500.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       86,000.00\\nITBIS 18% RD$      15,480.00\\nTOTAL RD$         101,480.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 6013999\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 16883649\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131265596"],"invoice_ids":["inv_18507ce9020c9d6a9e45"],"observation_id":"obs_483e3e251d954814e2a8","variant_index":0,"degradation_profile":"bad_phone","scene_type":"dark_desk","estimated_min_text_px":7.05,"augmentation_metadata":{"downscale_factor":0.648,"red_scale":0.938,"blue_scale":1.062,"contrast_factor":0.894,"brightness_factor":0.968,"blur_sigma":0.611,"crop_applied":false,"camera_distance_factors":[0.903],"legibility_scale_corrections":[0.0],"final_contrast_stddev":64.79,"jpeg_quality":73,"documents":[{"rotation_deg":-0.261,"perspective":0.045,"shadow":true,"signature":true,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":13660418055621162559,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_009861.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131282539\",\"ncf\":\"E317065905120\",\"fecha_comprobante\":\"20240926\",\"monto_facturado\":15277.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":15277.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"IVELISSE VILLEGAS FIGUEREO\\nRNC EMISOR: 01200253787\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA SOTO GARABITO & ASOC SRL\\nRNC CLIENTE: 131282539\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E317065905120\\nFACTURA NO.: 2740795\\nAUTORIZACION: 437699134\\nTELEFONO: 809-909-5933\\nFECHA: 26/09/2024  HORA: 17:55\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            325.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO         6,085.00\\n    5  UNIDAD    MATERIAL DE OFICINA          4,675.00\\n    4  UNIDAD    ARTICULO DE LIMPIEZA         4,192.00\\n----------------------------------------------\\nSUB-TOTAL RD$       15,277.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          15,277.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 2067606\\nGRACIAS POR SU COMPRA\"}","template_ids":[13],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["01200253787"],"invoice_ids":["inv_53d98150aed66fb90cff"],"observation_id":"obs_596f21cde3c176a70804","variant_index":0,"degradation_profile":"good_phone","scene_type":"desk_beige","estimated_min_text_px":6.97,"augmentation_metadata":{"downscale_factor":0.959,"red_scale":1.048,"blue_scale":0.952,"contrast_factor":0.961,"brightness_factor":0.912,"blur_sigma":0.29,"crop_applied":false,"camera_distance_factors":[0.924],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.44,"jpeg_quality":92,"documents":[{"rotation_deg":1.863,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":9092538973862120643,"difficulty":"light","split":"train"}
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{"image":"images/606_009870.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130236102\",\"ncf\":\"E440489643369\",\"fecha_comprobante\":\"20250227\",\"monto_facturado_servicios\":1679.50,\"monto_facturado_bienes\":27774.47,\"itbis_facturado\":5301.71,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"V F FARMACEUTICA C X A\\nV F FARMACEUTICA C X A\\nRNC EMISOR: 130236102\\nCLIENTE: JEFRY OTONIEL DE OLEO PEREZ\\nRNC CLIENTE: 22400810069\\nFACTURA DE CREDITO FISCAL\\nNCF E440489643369\\nFACTURA NO.: 8216083\\nAUTORIZACION: 797734233\\nTELEFONO: 809-375-2151\\nFECHA: 27/02/2025  HORA: 08:14\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   4,021.50\\n    3  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,025.00\\n    4  UNIDAD    EQUIPO ELECTRICO\\n                                  18,914.00\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   2,813.97\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,679.50\\n-------------------------------------------\\nSUBTOTAL RD$       29,453.97\\nIMPUESTO ITBIS RD$       5,301.71\\nTOTAL RD$          34,755.68\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 4038770\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 18877776\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130236102"],"invoice_ids":["inv_feaa5e28db05e846f64f"],"observation_id":"obs_ef71758b005d5174270e","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":8.3,"augmentation_metadata":{"downscale_factor":0.838,"red_scale":0.984,"blue_scale":1.016,"contrast_factor":0.74,"brightness_factor":1.009,"blur_sigma":0.389,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.69,"jpeg_quality":91,"documents":[{"rotation_deg":-1.204,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6440437900224679081,"difficulty":"medium","split":"train"}
{"image":"images/607_009871.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"133355965\",\"ncf\":\"E321425412073\",\"fecha_comprobante\":\"20250517\",\"monto_facturado\":167500.00,\"itbis_facturado\":30150.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":197650.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132168011\",\"ncf\":\"B0173291060\",\"fecha_comprobante\":\"20250626\",\"monto_facturado\":236500.00,\"itbis_facturado\":42570.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":279070.00}],\"ocr\":\"MARIANA PEREZ CEBALLOS\\nRNC EMISOR: 00100994722\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: TRIA GROUP SRL\\nRNC CLIENTE: 133355965\\nFACTURA DE CREDITO FISCAL\\nNCF E321425412073\\nFACTURA NO.: 3850428\\nAUTORIZACION: 563505917\\nTELEFONO: 809-851-6382\\nFECHA: 17/05/2025  HORA: 13:03\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  PROYECTO  DISENO DE PLANOS           102,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS       3,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS    7,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO       55,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      167,500.00\\nITBIS RD$      30,150.00\\nTOTAL RD$         197,650.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 4895108\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 01\\nREFERENCIA: 89358217\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nPendiente\\n\\n--- FACTURA ---\\n\\nBANRESERVAS\\nRNC EMISOR: 00119103679\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MELUFA SMART SRL\\nRNC CLIENTE: 132168011\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0173291060\\nFACTURA NO.: 1771507\\nAUTORIZACION: 681316342\\nTELEFONO: 809-310-3380\\nFECHA: 26/06/2025  HORA: 12:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                  22,000.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                  15,000.00\\n    1  PROYECTO  DISENO DE PLANOS\\n                                 130,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  17,500.00\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                  52,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      236,500.00\\nITBIS 18% RD$      42,570.00\\nTOTAL RD$         279,070.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 5483044\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 02\\nREFERENCIA: 64283498\"}","template_ids":[4,5],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["00100994722","00119103679"],"invoice_ids":["inv_85f3f1eb88adf7ab1792","inv_19444c282d48459461b1"],"observation_id":"obs_e7798aa27d633d8ef236","variant_index":0,"degradation_profile":"handled_document","scene_type":"dark_desk","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.81,"red_scale":0.985,"blue_scale":1.015,"contrast_factor":0.951,"brightness_factor":0.958,"blur_sigma":0.065,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":84.01,"jpeg_quality":92,"documents":[{"rotation_deg":-0.468,"perspective":0.018,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-1.443,"perspective":0.018,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":4241155067514936372,"difficulty":"hard","split":"validation"}
{"image":"images/606_009872.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130468206\",\"ncf\":\"E319584071211\",\"fecha_comprobante\":\"20240628\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":8754.00,\"itbis_facturado\":1575.72,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"FOUR SIDES\\nFOUR SIDES INC\\nRNC 130468206\\nCLIENTE: J E RODRIGUEZ VINAS Y CIA CPORA\\nRNC CLIENTE: 104001125\\nFACTURA DE CREDITO FISCAL\\nNCF: E319584071211\\nFACTURA NO.: 7320383\\nAUTORIZACION: 51328731\\nTELEFONO: 809-566-2999\\nFECHA: 28/06/2024  HORA: 17:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO         8,754.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        8,754.00\\nITBIS RD$       1,575.72\\nTOTAL RD$          10,329.72\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 4263178\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[6],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130468206"],"invoice_ids":["inv_cf344c67425dcbe01d21"],"observation_id":"obs_e895e1b748c2cf0bf47f","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_dark","estimated_min_text_px":8.83,"augmentation_metadata":{"downscale_factor":0.593,"red_scale":1.03,"blue_scale":0.97,"contrast_factor":1.107,"brightness_factor":0.881,"blur_sigma":0.855,"crop_applied":false,"camera_distance_factors":[0.961],"legibility_scale_corrections":[0.0],"final_contrast_stddev":68.17,"jpeg_quality":73,"documents":[{"rotation_deg":3.909,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":9346934777776971464,"difficulty":"medium","split":"train"}
{"image":"images/607_009873.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132165381\",\"ncf\":\"E459177610917\",\"fecha_comprobante\":\"20250303\",\"monto_facturado\":25265.85,\"itbis_facturado\":3319.38,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":28585.23,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"G E H DOMINICANA\\nRNC EMISOR: 130824487\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: GARMA AUTO DETAILING BAR AND GRILL\\nSRL\\nRNC CLIENTE: 132165381\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E459177610917\\nFACTURA NO.: 6268952\\nAUTORIZACION: 142539523\\nTELEFONO: 809-464-7537\\nFECHA: 03/03/2025  HORA: 20:32\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    SEMILLAS CERTIFICADAS\\n                                   1,090.00\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                  17,351.00\\n    3  QUINTAL   ARROZ EN CASCARA\\n                                   4,514.85\\n    3  QUINTAL   FRUTAS FRESCAS\\n                                   2,229.00\\n    2  UNIDAD    PLATANO BARAHONERO\\n                                      81.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       25,265.85\\nITBIS RD$       3,319.38\\nTOTAL RD$          28,585.23\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7799300\\nGRACIAS POR SU COMPRA\"}","template_ids":[1],"business_categories":["agricultura"],"catalog_sources":[["curated"]],"issuer_rncs":["130824487"],"invoice_ids":["inv_5de9c7b4cb223b07bfc6"],"observation_id":"obs_28547ce9f9b84ebf9264","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"dark_desk","estimated_min_text_px":9.18,"augmentation_metadata":{"downscale_factor":0.746,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.899,"brightness_factor":0.853,"blur_sigma":0.26,"crop_applied":false,"camera_distance_factors":[0.966],"legibility_scale_corrections":[0.0],"final_contrast_stddev":58.9,"jpeg_quality":74,"documents":[{"rotation_deg":2.908,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":12618823349664570056,"difficulty":"medium","split":"train"}
{"image":"images/606_009874.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132738055\",\"ncf\":\"E316364608470\",\"fecha_comprobante\":\"20250304\",\"monto_facturado_servicios\":263500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":47430.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4},{\"rnc\":\"40221886639\",\"ncf\":\"E453998029731\",\"fecha_comprobante\":\"20240915\",\"monto_facturado_servicios\":149500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26910.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1},{\"rnc\":\"133094533\",\"ncf\":\"E449179849915\",\"fecha_comprobante\":\"20240902\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":7768.75,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"EUROSALUD\\nEUROSALUD SRL\\nRNC 132738055\\nCLIENTE: CUME COMERCIAL SRL\\nRNC CLIENTE: 130988382\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E316364608470\\nFACTURA NO.: 7594830\\nAUTORIZACION: 321765246\\nTELEFONO: 809-237-8946\\nFECHA: 04/03/2025  HORA: 13:24\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  AUDITORIA DE PROCESOS      131,000.00\\n    1  PROYECTO  DISENO DE PLANOS           132,500.00\\n----------------------------------------------\\nSUBTOTAL RD$      263,500.00\\nITBIS RD$      47,430.00\\nTOTAL RD$         310,930.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 2917227\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 72833719\\nRESUMEN\\n\\n--- FACTURA ---\\n\\nVASAIO ARQUITECTURA\\nELIZABEL DIAZ MOREL\\nRNC: 40221886639\\nCLIENTE: FLOR ELISA VARGAS BURGOS\\nRNC CLIENTE: 03104215227\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E453998029731\\nFACTURA NO.: 7098467\\nAUTORIZACION: 310863422\\nTELEFONO: 809-266-8707\\nFECHA: 15/09/2024  HORA: 20:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  MES       SERVICIOS CONTABLES DEL MES   10,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    38,500.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   60,000.00\\n    1  SERVICIO  ASESORIA TECNICA            14,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$      149,500.00\\nIMPUESTO ITBIS RD$      26,910.00\\nTOTAL RD$         176,410.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7406850\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 58414799\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\nRecibido\\n\\n--- FACTURA ---\\n\\nTEJEVEN GROUP\\nTEJEVEN GROUP SRL\\nRNC 133094533\\nCLIENTE: CONSTRUCTORA HIRALDO S A\\nRNC CLIENTE: 101057408\\nFACTURA DE CREDITO FISCAL\\nNCF E449179849915\\nFACTURA NO.: 6741376\\nAUTORIZACION: 238067412\\nTELEFONO: 809-677-6529\\nFECHA: 02/09/2024  HORA: 09:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  FUNDA     CEMENTO GRIS 42.5 KG\\n                                   2,944.95\\n    4  LIBRA     CLAVOS CORRIENTES 2\\n                 PULGADAS\\n                                     207.80\\n    4  UNIDAD    TUBO PVC PRESION 2\\n                 PULGADAS\\n                                   4,616.00\\n-------------------------------------------\\nSUB-TOTAL RD$        7,768.75\\nITBIS 18% RD$           0.00\\nTOTAL RD$           7,768.75\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 1482364\\nGRACIAS POR SU COMPRA\"}","template_ids":[12,4,1],"business_categories":["profesional","profesional","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["proconsumidor_ferreteria_2025"]],"issuer_rncs":["132738055","40221886639","133094533"],"invoice_ids":["inv_07890b1ca904eac98192","inv_69b68807dfb77bab7a88","inv_95b4576c1202a5104148"],"observation_id":"obs_c4a5646d62e1ad007b16","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.66,"augmentation_metadata":{"downscale_factor":0.673,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":1.015,"brightness_factor":1.047,"blur_sigma":0.881,"crop_applied":false,"camera_distance_factors":[0.938,0.969,0.982],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":56.05,"jpeg_quality":74,"documents":[{"rotation_deg":3.662,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-1.092,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":3.335,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":17414837726748189658,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 35742364\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nTAINO AIR LINES S A\\nRNC EMISOR: 101063084\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ROSA MARGARITA MINAYA\\nRNC CLIENTE: 00107448474\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E323590901317\\nFACTURA NO.: 7859422\\nAUTORIZACION: 260550772\\nTELEFONO: 809-282-5421\\nFECHA: 07/10/2024  HORA: 13:04\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION LOGISTICA           25,880.00\\n    3  VIAJE     SERVICIO DE MENSAJERIA       3,937.50\\n----------------------------------------------\\nSUB-TOTAL RD$       29,817.50\\nITBIS RD$       5,367.15\\nTOTAL RD$          35,184.65\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: LUIS\\nORDEN: 1473531\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 01\\nREFERENCIA: 45668842\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nTAL\\n\\n--- FACTURA ---\\n\\nLUPE HERMANOS MOOL CXA\\nRNC EMISOR: 101022086\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLAUDIA NATHALIE SUAREZ TORRES\\nRNC CLIENTE: 03102855024\\nFACTURA DE CREDITO FISCAL\\nNCF: E317886954884\\nFACTURA NO.: 3074653\\nAUTORIZACION: 586983629\\nTELEFONO: 809-733-2279\\nFECHA: 11/11/2025  HORA: 08:42\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA          1,314.00\\n    4  UNIDAD    MATERIAL DE OFICINA          3,916.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$        5,230.00\\nIMPUESTO ITBIS RD$         941.40\\nTOTAL RD$           6,171.40\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 5213936\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\\n\\n--- FACTURA ---\\n\\nGLENYS ALTAGRACIA VASQUEZ FLORES\\nRNC EMISOR: 00111050852\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: INSTITUTO TECNICO DE ESPECIALIDADES DEL\\nRNC CLIENTE: 132267168\\nFACTURA DE CREDITO FISCAL\\nNCF: E450231669928\\nFACTURA NO.: 7370575\\nAUTORIZACION: 711900920\\nTELEFONO: 809-592-3875\\nFECHA: 17/07/2024  HORA: 20:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            807.00\\n    5  UNIDAD    EQUIPO ELECTRICO            15,194.75\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,548.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,125.00\\n----------------------------------------------\\nSUB-TOTAL RD$       18,674.75\\nITBIS RD$       3,361.46\\nTOTAL RD$          22,036.21\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: LUIS\\nORDEN: 1640862\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\"}","template_ids":[6,2,6,4],"business_categories":["tecnologia","transporte","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["130146098","101063084","101022086","00111050852"],"invoice_ids":["inv_2d5482d88c8d22b60029","inv_ed563f38ebfaae0e72f4","inv_89b5696c8bb465704763","inv_2b928c726525a9d167bf"],"observation_id":"obs_22a397af55b6239df7c6","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.03,"augmentation_metadata":{"downscale_factor":0.723,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.666,"brightness_factor":1.053,"blur_sigma":0.417,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":19.44,"jpeg_quality":81,"documents":[{"rotation_deg":1.152,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.139,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-1.248,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.909,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"TAL"},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":4,"seed":1324346193526285950,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_009889.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00108868969\",\"ncf\":\"B0260876093\",\"fecha_comprobante\":\"20250612\",\"monto_facturado\":9435.93,\"itbis_facturado\":1698.47,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":11134.40}],\"ocr\":\"IMPORTADORA DIVA INTIMA\\nRNC EMISOR: 133345706\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: AGUSTIN ABREU GONZALEZ\\nRNC CLIENTE: 00108868969\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0260876093\\nFACTURA NO.: 0817419\\nAUTORIZACION: 773985206\\nTELEFONO: 809-264-2890\\nFECHA: 12/06/2025  HORA: 10:44\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   5,987.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     672.99\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     305.99\\n    3  UNIDAD    MATERIAL DE OFICINA\\n                                   2,469.00\\n-------------------------------------------\\nSUB-TOTAL RD$        9,435.93\\nITBIS RD$       1,698.47\\nTOTAL RD$          11,134.40\\nFORMA DE PAGO: PERMUTA\\nCAJERO: ANA\\nORDEN: 852772\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 03\\nREFERENCIA: 91725420\\nIDI\"}","template_ids":[1],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["133345706"],"invoice_ids":["inv_9fddadadc14bfbe09d1e"],"observation_id":"obs_8c456036b0947c5bcdc3","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":9.19,"augmentation_metadata":{"downscale_factor":0.974,"red_scale":1.007,"blue_scale":0.993,"contrast_factor":0.981,"brightness_factor":1.024,"blur_sigma":0.249,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.22,"jpeg_quality":95,"documents":[{"rotation_deg":0.206,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"IDI"}]},"num_invoices":1,"seed":4420810338374330807,"difficulty":"light","split":"train"}
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{"image":"images/607_009891.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131963617\",\"ncf\":\"E451218095507\",\"fecha_comprobante\":\"20240718\",\"monto_facturado\":39898.00,\"itbis_facturado\":7181.64,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":47079.64,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40222118107\",\"ncf\":\"B0150002360\",\"fecha_comprobante\":\"20250605\",\"monto_facturado\":63000.00,\"itbis_facturado\":11340.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":43100.15,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":31239.85,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"133346095\",\"ncf\":\"B1583492367\",\"fecha_comprobante\":\"20240726\",\"monto_facturado\":61500.00,\"itbis_facturado\":11070.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":72570.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ENECOOP\\nRNC EMISOR: 430178195\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CARPAS & SERVICIOS NATERA SRL\\nRNC CLIENTE: 131963617\\nFACTURA DE CREDITO FISCAL\\nNCF: E451218095507\\nFACTURA NO.: 0397134\\nAUTORIZACION: 32087099\\nTELEFONO: 809-740-6555\\nFECHA: 18/07/2024  HORA: 09:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    REPUESTO Y ACCESORIO         6,484.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,800.00\\n    1  UNIDAD    ARTICULO DE LIMPIEZA           884.00\\n    5  UNIDAD    EQUIPO ELECTRICO            30,730.00\\n----------------------------------------------\\nSUBTOTAL RD$       39,898.00\\nITBIS 18% RD$       7,181.64\\nTOTAL RD$          47,079.64\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9533719\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 18926010\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nE\\n\\n--- FACTURA ---\\n\\nSOCODECO\\nRNC EMISOR: 430400955\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ISAIAS EMMANUEL CRUZ CRISOSTOMO\\nRNC CLIENTE: 40222118107\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0150002360\\nFACTURA NO.: 5115395\\nAUTORIZACION: 478798993\\nTELEFONO: 809-738-1949\\nFECHA: 05/06/2025  HORA: 15:15\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,000.00\\n    1  MES       SUPERVISION DE OBRA         51,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       63,000.00\\nIMPUESTO ITBIS RD$      11,340.00\\nTOTAL RD$          74,340.00\\nFORMA DE PAGO: MIXTO\\nCAJERO: JOSE\\nORDEN: 285754\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 34956571\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nFUNPAZ\\nRNC EMISOR: 430031801\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BURBUJAPARTYS INT SRL\\nRNC CLIENTE: 133346095\\nFACTURA DE CREDITO FISCAL\\nNCF: B1583492367\\nFACTURA NO.: 2549634\\nAUTORIZACION: 757273413\\nTELEFONO: 809-559-9231\\nFECHA: 26/07/2024  HORA: 09:47\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA       7,500.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    35,000.00\\n    1  PROYECTO  DISENO DE PLANOS            19,000.00\\n----------------------------------------------\\nSUB-TOTAL RD$       61,500.00\\nIMPUESTO ITBIS RD$      11,070.00\\nTOTAL RD$          72,570.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 3157333\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 39054646\\nRESUMEN\\nCopia cliente\"}","template_ids":[3,4,12],"business_categories":["comercio_general","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["430178195","430400955","430031801"],"invoice_ids":["inv_bacf3edf5e6a560b19a7","inv_fb876532579bee73cc52","inv_670b737c0500f270d00b"],"observation_id":"obs_ee2f0844f945404b1d7a","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":4.02,"augmentation_metadata":{"downscale_factor":0.761,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.722,"brightness_factor":1.097,"blur_sigma":0.323,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":19.28,"jpeg_quality":80,"documents":[{"rotation_deg":1.196,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.219,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.002,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"E"},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":18420033285566536715,"difficulty":"hard","split":"train"}
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{"image":"images/607_009899.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"101543604\",\"ncf\":\"B1585804703\",\"fecha_comprobante\":\"20250822\",\"monto_facturado\":2794.15,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":2794.15},{\"rnc\":\"130502447\",\"ncf\":\"E317402779867\",\"fecha_comprobante\":\"20241021\",\"monto_facturado\":4227.00,\"itbis_facturado\":760.86,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":4987.86,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132301714\",\"ncf\":\"E445045396491\",\"fecha_comprobante\":\"20250304\",\"monto_facturado\":9202.48,\"itbis_facturado\":1656.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":10858.93,\"otras_formas_de_venta\":0.00}],\"ocr\":\"AMAURIS ANTONIO LIRIANO MORA\\nRNC EMISOR: 03105398386\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MONDONOVO HOTEL & BEACH RESORT S A\\nRNC CLIENTE: 101543604\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1585804703\\nFACTURA NO.: 9769852\\nAUTORIZACION: 114721227\\nTELEFONO: 809-233-7639\\nFECHA: 22/08/2025  HORA: 16:52\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  PAQUETE   SERVILLETAS PAQUETE 100\\n                 UND\\n                                     259.50\\n    5  GALON     CLORO LIQUIDO 1 GALON\\n                                     910.00\\n    7  LIBRA     AZUCAR CREMA LIBRA\\n                                     328.65\\n    1  UNIDAD    DETERGENTE EN POLVO\\n                                     181.00\\n    5  LIBRA     QUESO BLANCO DE FREIR\\n                 LIBRA\\n                                   1,115.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        2,794.15\\nITBIS 18% RD$           0.00\\nTOTAL RD$           2,794.15\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: MARIA\\nORDEN: 8731795\\nGRACIAS POR SU COMPRA\\nPROCESADO\\n\\n--- FACTURA ---\\n\\nCLUB DEPORTIVO Y CULTURAL LOS VECINITOS\\nRNC EMISOR: 430088595\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: BOSTON MEDICAL DEVICE DOMINCANA\\nSRL\\nRNC CLIENTE: 130502447\\nFACTURA DE CREDITO FISCAL\\nNCF: E317402779867\\nFACTURA NO.: 3689142\\nAUTORIZACION: 687008054\\nTELEFONO: 809-911-7857\\nFECHA: 21/10/2024  HORA: 17:27\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    REPUESTO Y ACCESORIO\\n                                   4,227.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        4,227.00\\nITBIS 18% RD$         760.86\\nTOTAL RD$           4,987.86\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 6069612\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 04\\nREFERENCIA: 32002579\\nOK\\n\\n--- FACTURA ---\\n\\nCORPORACION PIEDRAS BLANCAS INC\\nRNC EMISOR: 131704662\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CREATION AND SERVICE YOY SRL\\nRNC CLIENTE: 132301714\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445045396491\\nFACTURA NO.: 4527447\\nAUTORIZACION: 696300259\\nTELEFONO: 809-670-7424\\nFECHA: 04/03/2025  HORA: 19:36\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            385.50\\n    5  UNIDAD    ARTICULO DE LIMPIEZA         7,535.00\\n    2  UNIDAD    MATERIAL DE OFICINA          1,281.98\\n----------------------------------------------\\nBASE IMPONIBLE RD$        9,202.48\\nIMPUESTO ITBIS RD$       1,656.45\\nTOTAL RD$          10,858.93\\nFORMA DE PAGO: CREDITO\\nCAJERO: LUIS\\nORDEN: 9099961\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 79270245\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nCANT. UND. DESCRIPCION IMPORTE\"}","template_ids":[0,5,7],"business_categories":["colmado_alimentos","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["03105398386","430088595","131704662"],"invoice_ids":["inv_e57c7d4b688b51f8a317","inv_028a0ead58a14cd96d1e","inv_e9c37e4a2346b9a2952d"],"observation_id":"obs_8a0929915ecc62be9f35","variant_index":0,"degradation_profile":"good_phone","scene_type":"wood_light","estimated_min_text_px":3.94,"augmentation_metadata":{"downscale_factor":0.874,"red_scale":1.037,"blue_scale":0.963,"contrast_factor":0.91,"brightness_factor":0.96,"blur_sigma":0.292,"crop_applied":false,"camera_distance_factors":[0.981,0.894,0.964],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":32.83,"jpeg_quality":90,"documents":[{"rotation_deg":1.871,"perspective":0.015,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.679,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":-0.308,"perspective":0.015,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":true,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":14876581171760848002,"difficulty":"hard","split":"validation"}
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{"image":"images/606_009902.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101161256\",\"ncf\":\"E324968644568\",\"fecha_comprobante\":\"20250730\",\"monto_facturado_servicios\":108672.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":19560.96,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":10867.20,\"forma_pago\":2},{\"rnc\":\"132249925\",\"ncf\":\"E458069058559\",\"fecha_comprobante\":\"20250508\",\"monto_facturado_servicios\":146500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":26370.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"HOTEL REST VISTA HEROMOSA\\nCIA TURISTICA VISTA HERMOSA S A\\nRNC 101161256\\nCLIENTE: FUNDACION DE INFORMATICA PARA EL DESARR\\nRNC CLIENTE: 430030155\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324968644568\\nFACTURA NO.: 6882591\\nAUTORIZACION: 628723288\\nTELEFONO: 809-312-2647\\nFECHA: 30/07/2025  HORA: 10:05\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n   22  PAGINA    TRADUCCION DE DOCUMENTOS    29,172.00\\n    1  CASO      REPRESENTACION LEGAL        67,500.00\\n    1  SERVICIO  REVISION DE DOCUMENTOS      12,000.00\\n----------------------------------------------\\nSUBTOTAL RD$      108,672.00\\nIMPUESTO ITBIS RD$      19,560.96\\nPROPINA LEGAL RD$    10,867.20\\nTOTAL RD$         139,100.16\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: MARIA\\nORDEN: 169214\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 42350465\\nDETALLE DE SERVICIOS\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nFIDEICOMISO IRREVOCABLE DE ADMINISTRACION\\nFIDEICOMISO IRREVOCABLE DE ADMINISTRACION\\nPATRIM\\nRNC: 132249925\\nCLIENTE: RICHARD SANCHEZ BERIGUETE\\nRNC CLIENTE: 01000784148\\nFACTURA DE CREDITO FISCAL\\nNCF E458069058559\\nFACTURA NO.: 8243906\\nAUTORIZACION: 487247109\\nTELEFONO: 809-670-6131\\nFECHA: 08/05/2025  HORA: 12:59\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ELABORACION DE INFORME\\n                                   5,000.00\\n    1  MES       SUPERVISION DE OBRA\\n                                  75,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL\\n                                  42,500.00\\n    1  SERVICIO  ASESORIA TECNICA\\n                                   4,000.00\\n    1  VISITA    INSPECCION TECNICA\\n                                  20,000.00\\n-------------------------------------------\\nSUBTOTAL RD$      146,500.00\\nITBIS 18% RD$      26,370.00\\nTOTAL RD$         172,870.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 9610366\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 01\\nREFERENCIA: 93644405\"}","template_ids":[4,1],"business_categories":["profesional","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101161256","132249925"],"invoice_ids":["inv_a71181fa7c8df2e3fddf","inv_b5465b1ccfd8796112a8"],"observation_id":"obs_ac210f536d362206d680","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_white","estimated_min_text_px":5.01,"augmentation_metadata":{"downscale_factor":0.803,"red_scale":1.018,"blue_scale":0.982,"contrast_factor":0.723,"brightness_factor":1.065,"blur_sigma":0.55,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":18.86,"jpeg_quality":86,"documents":[{"rotation_deg":-0.903,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":1.22,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":10711200710898324360,"difficulty":"medium","split":"train"}
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{"image":"images/606_009904.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132107454\",\"ncf\":\"E440561421897\",\"fecha_comprobante\":\"20250817\",\"monto_facturado_servicios\":1478.99,\"monto_facturado_bienes\":10242.98,\"itbis_facturado\":2109.95,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"LA COSTURA BY ROSSI REYES\\nLA COSTURA BY ROSSI REYES SRL\\nRNC: 132107454\\nCLIENTE: SPORT L & A SRL\\nRNC CLIENTE: 131318444\\nFACTURA DE CREDITO FISCAL\\nNCF E440561421897\\nFACTURA NO.: 0763490\\nAUTORIZACION: 550299377\\nTELEFONO: 809-568-1002\\nFECHA: 17/08/2025  HORA: 17:53\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    GORRA BORDADA                1,249.00\\n    2  UNIDAD    PANTALON CASUAL              3,216.00\\n    1  SERVICIO  AJUSTE Y CONFECCION          1,478.99\\n    2  UNIDAD    CAMISA DE VESTIR             5,777.98\\n----------------------------------------------\\nSUB-TOTAL RD$       11,721.97\\nITBIS 18% RD$       2,109.95\\nTOTAL RD$          13,831.92\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3029178\\nGRACIAS POR SU COMPRA\\nPROCESADO\"}","template_ids":[13],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["132107454"],"invoice_ids":["inv_944ada77e0a06e465b9d"],"observation_id":"obs_5c7c95458ee5d7ca9e2a","variant_index":0,"degradation_profile":"bad_phone","scene_type":"wood_dark","estimated_min_text_px":6.74,"augmentation_metadata":{"downscale_factor":0.637,"red_scale":1.014,"blue_scale":0.986,"contrast_factor":1.089,"brightness_factor":0.901,"blur_sigma":0.891,"crop_applied":false,"camera_distance_factors":[0.93],"legibility_scale_corrections":[0.0],"final_contrast_stddev":70.19,"jpeg_quality":68,"documents":[{"rotation_deg":3.892,"perspective":0.045,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":12300049271051728114,"difficulty":"very_hard","split":"train"}
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{"image":"images/607_009913.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132325852\",\"ncf\":\"E318657931224\",\"fecha_comprobante\":\"20250411\",\"monto_facturado\":80362.90,\"itbis_facturado\":14465.32,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":94828.22,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YECENIA NUÑEZ CASTELLANOS\\nRNC EMISOR: 09200139468\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SERVICIOS MULTIPLES YULI MERCEDES\\nSANTA\\nRNC CLIENTE: 132325852\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E318657931224\\nFACTURA NO.: 0900488\\nAUTORIZACION: 47591660\\nTELEFONO: 809-603-4887\\nFECHA: 11/04/2025  HORA: 11:47\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  25,370.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   7,860.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   3,969.95\\n    5  UNIDAD    EQUIPO ELECTRICO\\n                                  41,589.95\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,573.00\\n-------------------------------------------\\nSUBTOTAL RD$       80,362.90\\nIMPUESTO ITBIS RD$      14,465.32\\nTOTAL RD$          94,828.22\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7477933\\nGRACIAS POR SU COMPRA\\nYNE\"}","template_ids":[5],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["09200139468"],"invoice_ids":["inv_31e876534e37e089983d"],"observation_id":"obs_783cd61bf8d7f17a4484","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":9.07,"augmentation_metadata":{"downscale_factor":0.822,"red_scale":1.0,"blue_scale":1.0,"contrast_factor":1.046,"brightness_factor":0.849,"blur_sigma":0.64,"crop_applied":false,"camera_distance_factors":[0.937],"legibility_scale_corrections":[0.0],"final_contrast_stddev":38.2,"jpeg_quality":75,"documents":[{"rotation_deg":1.812,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"YNE"}]},"num_invoices":1,"seed":14162149401964315000,"difficulty":"medium","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 01\\nREFERENCIA: 40607204\\nRESUMEN\\nAJB\\nENTREGADO\\n\\n--- FACTURA ---\\n\\nSPARTA NAVIGATION\\nSPARTA NAVIGATION\\nRNC 101143045\\nCLIENTE: MEDIA NET PARTNERS LTD\\nRNC CLIENTE: 131580882\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E324095138045\\nFACTURA NO.: 5222795\\nAUTORIZACION: 545210602\\nTELEFONO: 809-248-7208\\nFECHA: 05/09/2024  HORA: 12:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    MATERIAL DE OFICINA\\n                                   3,839.00\\n-------------------------------------------\\nSUB-TOTAL RD$        3,839.00\\nIMPUESTO ITBIS RD$         691.02\\nTOTAL RD$           4,530.02\\nFORMA DE PAGO: PERMUTA\\nCAJERO: MARIA\\nORDEN: 2424703\\nGRACIAS POR SU COMPRA\\nVERIFICADO\\n\\n--- FACTURA ---\\n\\nCOLMADO JIMENEZ\\nFRANKLIN ARIAS NUÑEZ\\nRNC EMISOR: 07200056401\\nCLIENTE: SERGIO RAMON OZUNA MATOS\\nRNC CLIENTE: 00106380835\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E327837479057\\nFACTURA NO.: 5788026\\nAUTORIZACION: 615934876\\nTELEFONO: 809-893-4290\\nFECHA: 18/09/2025  HORA: 15:32\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  LIBRA     CAFE MOLIDO 1 LB             1,007.97\\n    3  UNIDAD    AGUA PURIFICADA 20 OZ           69.00\\n    7  LIBRA     HARINA DE TRIGO LIBRA          244.65\\n    4  PAQUETE   SERVILLETAS PAQUETE 100 UND      274.00\\n    1  LITRO     LECHE UHT 1 LITRO              113.95\\n----------------------------------------------\\nBASE IMPONIBLE RD$        1,709.57\\nIMPUESTO ITBIS RD$         243.17\\nTOTAL RD$           1,952.74\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 7808762\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 60307471\\nREVISADO\\nProcesado\\n\\n--- FACTURA ---\\n\\nGRUPO WEIR\\nGRUPO WEIR EIRL\\nRNC 130781923\\nCLIENTE: WIEDER FULLEN REPARACIONES Y\\nMAQUINARIA\\nRNC CLIENTE: 131843735\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0297420453\\nFACTURA NO.: 1181983\\nAUTORIZACION: 593192862\\nTELEFONO: 809-857-8868\\nFECHA: 12/04/2024  HORA: 12:42\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  22,500.00\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   7,500.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  66,000.00\\n-------------------------------------------\\nSUBTOTAL RD$       96,000.00\\nITBIS RD$      17,280.00\\nTOTAL RD$         113,280.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 4569560\\nGRACIAS POR SU COMPRA\\nGW\\n\\n--- FACTURA ---\\n\\nJOSE HERNANDEZ GUZMAN\\nJOSE HERNANDEZ GUZMAN\\nRNC EMISOR: 00108952839\\nCLIENTE: OBS ADVISORY SERVICES S R L\\nRNC CLIENTE: 130348561\\nFACTURA DE CREDITO FISCAL\\nNCF: B0281197340\\nFACTURA NO.: 1803542\\nAUTORIZACION: 763699283\\nTELEFONO: 809-877-5989\\nFECHA: 24/12/2024  HORA: 09:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  DECLARACION JURADA DE\\n                 IMPUESTOS\\n                                   7,500.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  24,000.00\\n-------------------------------------------\\nSUB-TOTAL RD$       31,500.00\\nITBIS 18% RD$       5,670.00\\nTOTAL RD$          37,170.00\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 1881664\\nGRACIAS POR SU COMPRA\\nJHG\\n\\n--- FACTURA ---\\n\\nIMSENG GLOBAL BUSINESS\\nIMSENG GLOBAL BUSINESS SRL\\nRNC EMISOR: 132142861\\nCLIENTE: JAVIER CASHIER & MOBILE ACCESORIES SRL\\nRNC CLIENTE: 133437139\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E457124143946\\nFACTURA NO.: 5810330\\nAUTORIZACION: 943505016\\nTELEFONO: 809-849-2000\\nFECHA: 22/10/2025  HORA: 12:29\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  HONORARIOS PROFESIONALES\\n                                                  7,000.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                                 50,000.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       57,000.00\\nITBIS 18% RD$      10,260.00\\nTOTAL RD$          67,260.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 4022722\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 41202340\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,5,0,9],"business_categories":["profesional","profesional","profesional","profesional"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["22300520644","130781923","00108952839","132142861"],"invoice_ids":["inv_0b89fc5897dbb5f224c7","inv_b1663939356ca47201da","inv_1252ff963c66a859dbd0","inv_2d7267618754c8f335a9"],"observation_id":"obs_d9f8edbba12049d8e926","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"wood_dark","estimated_min_text_px":3.99,"augmentation_metadata":{"downscale_factor":0.7,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.568,"brightness_factor":1.036,"blur_sigma":0.365,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":48.92,"jpeg_quality":86,"documents":[{"rotation_deg":-1.763,"perspective":0.008,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":-0.234,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.588,"perspective":0.008,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":0.352,"perspective":0.008,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":true,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"initials","text":"GW"},{"kind":"initials","text":"JHG"},{"kind":"none","text":""}]},"num_invoices":4,"seed":6686439826073449576,"difficulty":"very_hard","split":"train"}
{"image":"images/607_009921.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"105002175\",\"ncf\":\"B0237652799\",\"fecha_comprobante\":\"20251114\",\"monto_facturado\":7007.00,\"itbis_facturado\":1261.26,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":8268.26,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"40221481308\",\"ncf\":\"B1525629584\",\"fecha_comprobante\":\"20240409\",\"monto_facturado\":115500.00,\"itbis_facturado\":20790.00,\"impuesto_selectivo_al_consumo\":11550.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":147840.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"05601031221\",\"ncf\":\"E311804020120\",\"fecha_comprobante\":\"20250825\",\"monto_facturado\":321.99,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":321.99,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"MACKARTHUR INVESTMENTS SAS\\nRNC EMISOR: 131476007\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: RAYMUNDO RODRIGUEZ E H S A\\nRNC CLIENTE: 105002175\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B0237652799\\nFACTURA NO.: 7986697\\nAUTORIZACION: 282409226\\nTELEFONO: 809-322-8120\\nFECHA: 14/11/2025  HORA: 16:01\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  SERVICIO DE COSECHA\\n                                   7,007.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        7,007.00\\nITBIS RD$       1,261.26\\nTOTAL RD$           8,268.26\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 4902167\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 50527591\\n\\n--- FACTURA ---\\n\\nRUD ESTER VARGAS VICENTE\\nRNC EMISOR: 00105876478\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: MOISES EZEQUIEL FIGUEROA BACILIO\\nRNC CLIENTE: 40221481308\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1525629584\\nFACTURA NO.: 1742512\\nAUTORIZACION: 878199867\\nTELEFONO: 809-555-3000\\nFECHA: 09/04/2024  HORA: 20:37\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  CASO      REPRESENTACION LEGAL\\n                                  73,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA\\n                                  42,500.00\\n-------------------------------------------\\nSUBTOTAL RD$      115,500.00\\nITBIS 18% RD$      20,790.00\\nIMP. SELECTIVO RD$  11,550.00\\nTOTAL RD$         147,840.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: LUIS\\nORDEN: 5171653\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 34028590\\n\\n--- FACTURA ---\\n\\nEXTRA FERRETERA\\nRNC EMISOR: 131220819\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALEJANDRO PADILLA AMARO\\nRNC CLIENTE: 05601031221\\nFACTURA DE CREDITO FISCAL\\nNCF: E311804020120\\nFACTURA NO.: 3470227\\nAUTORIZACION: 77102453\\nTELEFONO: 809-611-2801\\nFECHA: 25/08/2025  HORA: 20:10\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     321.99\\n-------------------------------------------\\nSUBTOTAL RD$          321.99\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$             321.99\\nFORMA DE PAGO:\\nCHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: LUIS\\nORDEN: 4794174\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 03\\nREFERENCIA: 94337627\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[1,5,0],"business_categories":["agricultura","profesional","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["131476007","00105876478","131220819"],"invoice_ids":["inv_1f76fb64be9cd978b577","inv_34eb05206aeafde48ea9","inv_337dacfe45a99f9f0bfe"],"observation_id":"obs_85bb2e39be30e9e0ba42","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"counter","estimated_min_text_px":4.55,"augmentation_metadata":{"downscale_factor":0.899,"red_scale":1.006,"blue_scale":0.994,"contrast_factor":1.034,"brightness_factor":1.022,"blur_sigma":0.182,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":18.53,"jpeg_quality":93,"documents":[{"rotation_deg":0.333,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.314,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.786,"perspective":0.004,"shadow":false,"signature":false,"highlighter":true}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":5253299061283507709,"difficulty":"hard","split":"train"}
{"image":"images/606_009922.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"101070285\",\"ncf\":\"E325874282928\",\"fecha_comprobante\":\"20240116\",\"monto_facturado_servicios\":1028.00,\"monto_facturado_bienes\":25907.00,\"itbis_facturado\":4848.30,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":7},{\"rnc\":\"131832768\",\"ncf\":\"E452799926627\",\"fecha_comprobante\":\"20240708\",\"monto_facturado_servicios\":15000.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":2700.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":4}],\"ocr\":\"MOBILIARIA JAMAO\\nMOBILIARIA JAMAO SRL\\nRNC EMISOR: 101070285\\nCLIENTE: DE POOL Y ASOCIADOS CXA\\nRNC CLIENTE: 101138092\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E325874282928\\nFACTURA NO.: 8054629\\nAUTORIZACION: 478197217\\nTELEFONO: 809-953-6977\\nFECHA: 16/01/2024  HORA: 12:40\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    4  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   1,692.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                   1,028.00\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                  10,060.00\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                  14,155.00\\n-------------------------------------------\\nSUB-TOTAL RD$       26,935.00\\nIMPUESTO ITBIS RD$       4,848.30\\nTOTAL RD$          31,783.30\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 4055435\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 85695875\\nMJ\\nRecibido\\n\\n--- FACTURA ---\\n\\nHILTON ASTWOOD INGENIEROS CIVILES\\nHILTON ASTWOOD INGENIEROS CIVILES SRL\\nRNC EMISOR: 131832768\\nCLIENTE: SERVICIOS MEDICOS DIVERSOS DISOLMED SRL\\nRNC CLIENTE: 131387969\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E452799926627\\nFACTURA NO.: 2083121\\nAUTORIZACION: 91306822\\nTELEFONO: 809-428-4821\\nFECHA: 08/07/2024  HORA: 15:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  GESTION ADMINISTRATIVA      15,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       15,000.00\\nIMPUESTO ITBIS RD$       2,700.00\\nTOTAL RD$          17,700.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: JOSE\\nORDEN: 6072859\\nGRACIAS POR SU COMPRA\\nDETALLE DE SERVICIOS\\nENTREGADO\"}","template_ids":[5,4],"business_categories":["comercio_general","profesional"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["101070285","131832768"],"invoice_ids":["inv_48154eca7b8af5cf38a8","inv_66c8f26a4d2b16c29107"],"observation_id":"obs_06adc717416f338193e8","variant_index":0,"degradation_profile":"handled_document","scene_type":"desk_beige","estimated_min_text_px":4.89,"augmentation_metadata":{"downscale_factor":0.655,"red_scale":0.97,"blue_scale":1.03,"contrast_factor":0.961,"brightness_factor":0.942,"blur_sigma":0.539,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.41,"jpeg_quality":83,"documents":[{"rotation_deg":1.321,"perspective":0.018,"shadow":true,"signature":true,"highlighter":false},{"rotation_deg":2.129,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"MJ"},{"kind":"none","text":""}]},"num_invoices":2,"seed":8011327505653520746,"difficulty":"hard","split":"validation"}
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UND. DESCRIPCION IMPORTE\\nRevisado\\n\\n--- FACTURA ---\\n\\nE M COMPUTERS S A\\nRNC EMISOR: 130143919\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: A & A CITY SRL\\nRNC CLIENTE: 130784361\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B0236325645\\nFACTURA NO.: 9733162\\nAUTORIZACION: 201429862\\nTELEFONO: 809-877-5501\\nFECHA: 14/12/2024  HORA: 16:46\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MONITOR LED 24 PULGADAS     41,070.00\\n    1  LICENCIA  LICENCIA DE SOFTWARE         4,184.00\\n----------------------------------------------\\nSUBTOTAL RD$       45,254.00\\nITBIS 18% RD$           0.00\\nTOTAL RD$          45,254.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 1551971\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nHERACLES S A\\nRNC EMISOR: 101529611\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CLARA MARIA JIMENEZ CRUZ\\nRNC CLIENTE: 03200152720\\nFACTURA DE CREDITO FISCAL\\nNCF B0185073986\\nFACTURA NO.: 9320546\\nAUTORIZACION: 250206002\\nTELEFONO: 809-739-5623\\nFECHA: 10/09/2025  HORA: 13:37\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO        12,284.00\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,882.00\\n    5  UNIDAD    EQUIPO ELECTRICO            30,495.00\\n    5  UNIDAD    MATERIAL DE OFICINA          3,405.00\\n    1  SERVICIO  SERVICIO DE ENTREGA            702.50\\n----------------------------------------------\\nSUB-TOTAL RD$       48,768.50\\nITBIS RD$       8,778.33\\nTOTAL RD$          57,546.83\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 9541642\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 85383508\\nRECIBIDO\"}","template_ids":[7,2,13],"business_categories":["profesional","tecnologia","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["00109763128","130143919","101529611"],"invoice_ids":["inv_9257f32e94fc7087c08b","inv_d1c49e4e6822d1f0fc5b","inv_ac6873abefce9beb5c4d"],"observation_id":"obs_3dbbe0231f198bc76058","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":3.63,"augmentation_metadata":{"downscale_factor":0.848,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.048,"brightness_factor":1.017,"blur_sigma":0.598,"crop_applied":false,"camera_distance_factors":[0.9,0.959,0.909],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":40.0,"jpeg_quality":89,"documents":[{"rotation_deg":-1.686,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":3.819,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":0.619,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":true},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"geometric","text":""},{"kind":"geometric","text":""}]},"num_invoices":3,"seed":4671562182803589512,"difficulty":"hard","split":"train"}
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{"image":"images/607_009925.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130411727\",\"ncf\":\"E450241080263\",\"fecha_comprobante\":\"20240918\",\"monto_facturado\":5003.00,\"itbis_facturado\":900.54,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":5903.54,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRATA FILM S A CAMAROGRAFO\\nRNC EMISOR: 03900156856\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONSTRUCTORA MATOS TAVAREZ SRL\\nRNC CLIENTE: 130411727\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E450241080263\\nFACTURA NO.: 5952808\\nAUTORIZACION: 38918483\\nTELEFONO: 809-690-6155\\nFECHA: 18/09/2024  HORA: 13:31\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR\\n                                                  5,003.00\\n----------------------------------------------------------\\nSUBTOTAL RD$        5,003.00\\nIMPUESTO ITBIS RD$         900.54\\nTOTAL RD$           5,903.54\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 9191744\\nGRACIAS POR SU COMPRA\\nENTREGADO\"}","template_ids":[9],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["03900156856"],"invoice_ids":["inv_d433da43e67666f69401"],"observation_id":"obs_da2bfcf71bc753249071","variant_index":0,"degradation_profile":"handled_document","scene_type":"fabric","estimated_min_text_px":9.94,"augmentation_metadata":{"downscale_factor":0.677,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.871,"brightness_factor":0.968,"blur_sigma":0.226,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":53.15,"jpeg_quality":84,"documents":[{"rotation_deg":-2.985,"perspective":0.018,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8219915073968133407,"difficulty":"hard","split":"train"}
{"image":"images/606_009926.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"430133345\",\"ncf\":\"E445413704384\",\"fecha_comprobante\":\"20240331\",\"monto_facturado_servicios\":37500.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":6750.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"MINISTERIO SIRVIENDO CON AMOR INC\\nMINISTERIO SIRVIENDO CON AMOR INC\\nRNC: 430133345\\nCLIENTE: GRUPO G S & ASOCIADOS EIRL\\nRNC CLIENTE: 130141037\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E445413704384\\nFACTURA NO.: 6292864\\nAUTORIZACION: 752754277\\nTELEFONO: 809-959-9985\\nFECHA: 31/03/2024  HORA: 15:56\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  JORNADA   CAPACITACION EMPRESARIAL    37,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$       37,500.00\\nITBIS RD$       6,750.00\\nTOTAL RD$          44,250.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 2052980\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 65568293\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nARCHIVADO\"}","template_ids":[2],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["430133345"],"invoice_ids":["inv_199f88b8ee3943eb8852"],"observation_id":"obs_6467485de1ed21398aae","variant_index":0,"degradation_profile":"photocopy","scene_type":"scanner_beige","estimated_min_text_px":7.75,"augmentation_metadata":{"downscale_factor":0.825,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":0.737,"brightness_factor":1.035,"blur_sigma":0.443,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.17,"jpeg_quality":87,"documents":[{"rotation_deg":0.57,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065}],"annotations":[{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":216549877029651050,"difficulty":"medium","split":"train"}
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{"image":"images/607_009929.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132259653\",\"ncf\":\"B1563839991\",\"fecha_comprobante\":\"20240121\",\"monto_facturado\":152000.00,\"itbis_facturado\":27360.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":179360.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"02500007303\",\"ncf\":\"E320465554221\",\"fecha_comprobante\":\"20250206\",\"monto_facturado\":31316.95,\"itbis_facturado\":5637.05,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":36954.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"FRESH LENDING DR\\nRNC EMISOR: 133276518\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CONTROL DE PLAGAS LLANO VERDE SRL\\nRNC CLIENTE: 132259653\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1563839991\\nFACTURA NO.: 6525731\\nAUTORIZACION: 404848393\\nTELEFONO: 809-719-1232\\nFECHA: 21/01/2024  HORA: 15:48\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  REVISION DE DOCUMENTOS      15,000.00\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   45,000.00\\n    1  JORNADA   CAPACITACION EMPRESARIAL    65,000.00\\n    1  SERVICIO  DECLARACION JURADA DE IMPUESTOS   27,000.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      152,000.00\\nIMPUESTO ITBIS RD$      27,360.00\\nTOTAL RD$         179,360.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 7040305\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 57064621\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nDETALLE DE SERVICIOS\\n\\n--- FACTURA ---\\n\\nVITRALES DECORATIVOS S A\\nRNC EMISOR: 102308136\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ANGEL YOEL AUGUSTO ROBLES JEREZ\\nRNC CLIENTE: 02500007303\\nFACTURA DE CREDITO FISCAL\\nNCF E320465554221\\nFACTURA NO.: 9598192\\nAUTORIZACION: 89440143\\nTELEFONO: 809-470-1781\\nFECHA: 06/02/2025  HORA: 10:38\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    MATERIAL DE OFICINA\\n                                   6,692.50\\n    2  UNIDAD    ARTICULO DE LIMPIEZA\\n                                     565.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     763.50\\n    5  UNIDAD    REPUESTO Y ACCESORIO\\n                                   7,809.95\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                  15,486.00\\n-------------------------------------------\\nSUB-TOTAL RD$       31,316.95\\nITBIS RD$       5,637.05\\nTOTAL RD$          36,954.00\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4516667\\nGRACIAS POR SU COMPRA\"}","template_ids":[4,5],"business_categories":["profesional","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133276518","102308136"],"invoice_ids":["inv_224f18e2e2c91f5e636b","inv_837fa12edaabed3019e4"],"observation_id":"obs_5e154cb9efcc4847f8cb","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_beige","estimated_min_text_px":5.07,"augmentation_metadata":{"downscale_factor":0.794,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":0.752,"brightness_factor":1.05,"blur_sigma":0.263,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.12,"jpeg_quality":72,"documents":[{"rotation_deg":-0.491,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.772,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"photocopy","ink_fade":0.15,"dropout":0.065},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":2,"seed":5165903314093261041,"difficulty":"hard","split":"train"}
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{"image":"images/606_009942.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00200889327\",\"ncf\":\"E319779281302\",\"fecha_comprobante\":\"20240217\",\"monto_facturado_servicios\":273416.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":49214.88,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":1}],\"ocr\":\"JOSE DANIEL JIMENEZ BELLO\\nJOSE DANIEL JIMENEZ BELLO\\nRNC EMISOR: 00200889327\\nCLIENTE: ASOCIACION DE PARCELEROS Y\\nAGRICULTORES\\nRNC CLIENTE: 430403229\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E319779281302\\nFACTURA NO.: 9905513\\nAUTORIZACION: 306796275\\nTELEFONO: 809-518-7010\\nFECHA: 17/02/2024  HORA: 13:56\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n   24  PAGINA    TRADUCCION DE DOCUMENTOS\\n                                  46,416.00\\n    1  MES       SERVICIOS CONTABLES DEL\\n                 MES\\n                                  16,500.00\\n    1  SERVICIO  AUDITORIA DE PROCESOS\\n                                  78,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO\\n                                  45,000.00\\n    1  CASO      REPRESENTACION LEGAL\\n                                  87,500.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$      273,416.00\\nIMPUESTO ITBIS RD$      49,214.88\\nTOTAL RD$         322,630.88\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: MARIA\\nORDEN: 5566171\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 06  TURNO: 02\\nREFERENCIA: 88916664\\nArchivado\"}","template_ids":[5],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["00200889327"],"invoice_ids":["inv_954366db4b2b57fd8a69"],"observation_id":"obs_174b6afcd872def1c436","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"wood_light","estimated_min_text_px":8.51,"augmentation_metadata":{"downscale_factor":0.951,"red_scale":1.02,"blue_scale":0.98,"contrast_factor":0.962,"brightness_factor":0.97,"blur_sigma":0.188,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":43.56,"jpeg_quality":91,"documents":[{"rotation_deg":0.211,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":15342243442469884548,"difficulty":"light","split":"train"}
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{"image":"images/607_009947.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131761291\",\"ncf\":\"E326120766026\",\"fecha_comprobante\":\"20241211\",\"monto_facturado\":346622.24,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":346622.24,\"otras_formas_de_venta\":0.00},{\"rnc\":\"132646932\",\"ncf\":\"E451892074658\",\"fecha_comprobante\":\"20240306\",\"monto_facturado\":19300.95,\"itbis_facturado\":3474.17,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":22775.12,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00},{\"rnc\":\"130514321\",\"ncf\":\"B1428203984\",\"fecha_comprobante\":\"20240213\",\"monto_facturado\":3381.00,\"itbis_facturado\":608.58,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":0.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":3989.58,\"otras_formas_de_venta\":0.00}],\"ocr\":\"CAYENA LODGE\\nRNC EMISOR: 430294047\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ORIMAR GRUR SRL\\nRNC CLIENTE: 131761291\\nFACTURA DE CREDITO FISCAL\\nNCF: E326120766026\\nFACTURA NO.: 3385208\\nAUTORIZACION: 970885897\\nTELEFONO: 809-647-4539\\nFECHA: 11/12/2024  HORA: 20:41\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  SERVICIO  TASACION DE PROPIEDAD\\n                                 111,709.75\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                 119,098.99\\n    5  MES       ALQUILER DE LOCAL\\n                                  91,102.50\\n    1  SERVICIO  MANTENIMIENTO DE AREA\\n                 COMUN\\n                                  24,711.00\\n-------------------------------------------\\nSUB-TOTAL RD$      346,622.24\\nITBIS 18% RD$           0.00\\nTOTAL RD$         346,622.24\\nFORMA DE PAGO: CREDITO\\nCAJERO: MARIA\\nORDEN: 381222\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nMOISES ELIAS MAHFOUD MENA\\nRNC EMISOR: 00118635325\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: JHH COMERCIAL SRL\\nRNC CLIENTE: 132646932\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E451892074658\\nFACTURA NO.: 9856733\\nAUTORIZACION: 355568642\\nTELEFONO: 809-254-7496\\nFECHA: 06/03/2024  HORA: 19:05\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  TASACION DE PROPIEDAD\\n                                                 19,300.95\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       19,300.95\\nITBIS RD$       3,474.17\\nTOTAL RD$          22,775.12\\nFORMA DE PAGO: TARJETA\\nCAJERO: JOSE\\nORDEN: 5577199\\nGRACIAS POR SU COMPRA\\nORIGINAL - 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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 01\\nREFERENCIA: 69545245\\n\\n--- FACTURA ---\\n\\nBOXCORP 9\\nRNC EMISOR: 132582314\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: ALTA CONSTRUCCION POP ALCON SRL\\nRNC CLIENTE: 131001132\\nFACTURA DE CREDITO FISCAL\\nNCF: E314197026868\\nFACTURA NO.: 1153558\\nAUTORIZACION: 222278905\\nTELEFONO: 809-644-8628\\nFECHA: 27/09/2024  HORA: 08:29\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,243.50\\n    1  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,469.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     504.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$        5,216.50\\nIMPUESTO ITBIS RD$         938.97\\nTOTAL RD$           6,155.47\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 8778840\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 04\\nREFERENCIA: 45382583\\nB9\\n\\n--- FACTURA ---\\n\\nARTESPSANT\\nRNC EMISOR: 101721952\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: SUPLICARIBE JOJ SRL\\nRNC CLIENTE: 131675247\\nFACTURA DE CREDITO FISCAL\\nNCF: B0179160682\\nFACTURA NO.: 1838178\\nAUTORIZACION: 668628750\\nTELEFONO: 809-544-3117\\nFECHA: 21/01/2024  HORA: 16:09\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  UNIDAD    ARTICULO DE LIMPIEZA         1,717.00\\n    5  UNIDAD    MATERIAL DE OFICINA          1,622.50\\n    4  UNIDAD    PAPEL BOND 8.5 X 11          1,871.96\\n----------------------------------------------\\nSUBTOTAL RD$        5,211.46\\nIMPUESTO ITBIS RD$         938.06\\nTOTAL RD$           6,149.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 1150290\\nGRACIAS POR SU COMPRA\\nCOMPROBANTE / RECIBO DE CAJA\\nCANT / UND / CONCEPTO / IMPORTE\\nRECIBIDO POR\"}","template_ids":[9,5,6],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["132778202","132582314","101721952"],"invoice_ids":["inv_e731edf9a86d9f4b1e69","inv_653cf330196642b3924e","inv_8043778cda04f166a3d8"],"observation_id":"obs_97a1ba4b98020bee1867","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":4.67,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":0.992,"blue_scale":1.008,"contrast_factor":1.009,"brightness_factor":0.991,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":24.95,"jpeg_quality":96,"documents":[{"rotation_deg":0.093,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.147,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.0,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""},{"kind":"initials","text":"B9"},{"kind":"none","text":""}]},"num_invoices":3,"seed":13961030417671568457,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 82965811\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\n\\n--- FACTURA ---\\n\\nRESTAURANT ALJENIS\\nRESTAURANT ALJENIS SRL\\nRNC EMISOR: 133484692\\nCLIENTE: ROBERT MANUEL BEATO\\nRNC CLIENTE: 40209417571\\nFACTURA DE CREDITO FISCAL\\nNCF: E327270559658\\nFACTURA NO.: 9061282\\nAUTORIZACION: 214012303\\nTELEFONO: 809-315-8710\\nFECHA: 12/08/2024  HORA: 16:41\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    JUGO NATURAL                   739.50\\n    4  UNIDAD    POSTRE DE LA CASA            1,279.80\\n    4  UNIDAD    PIZZA MEDIANA                3,652.00\\n----------------------------------------------\\nSUB-TOTAL RD$        5,671.30\\nITBIS RD$       1,020.83\\nTOTAL RD$           6,692.13\\nFORMA DE PAGO: MIXTO\\nCAJERO: LUIS\\nORDEN: 7574938\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA CHAVERAS\\nINMOBILIARIA CHAVERAS SRL\\nRNC EMISOR: 101811897\\nCLIENTE: FD SECURITY S A\\nRNC CLIENTE: 101896612\\nFACTURA DE CREDITO FISCAL\\nNCF: E327197642751\\nFACTURA NO.: 7144006\\nAUTORIZACION: 590162406\\nTELEFONO: 809-586-7474\\nFECHA: 19/10/2024  HORA: 13:01\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE   25,663.50\\n    4  MES       ALQUILER DE LOCAL          242,272.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN    7,637.00\\n    1  SERVICIO  TASACION DE PROPIEDAD       27,603.95\\n    1  SERVICIO  COMISION INMOBILIARIA       72,918.50\\n----------------------------------------------\\nSUB-TOTAL RD$      376,094.95\\nITBIS RD$      67,697.09\\nTOTAL RD$         443,792.04\\nFORMA DE PAGO: CREDITO\\nCAJERO: ANA\\nORDEN: 4073554\\nGRACIAS POR SU COMPRA\\n\\n--- FACTURA ---\\n\\nEURI SANTANA AUTO CONNECTION\\nEURI SANTANA AUTO CONNECTION EIRL\\nRNC 133512947\\nCLIENTE: HELADERIA KOURIE S A\\nRNC CLIENTE: 101620293\\nFACTURA DE CREDITO FISCAL\\ne-NCF: E318978507683\\nFACTURA NO.: 5266024\\nAUTORIZACION: 641003294\\nTELEFONO: 809-831-2154\\nFECHA: 30/04/2025  HORA: 13:33\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  VIAJE     TRANSPORTE DE CARGA         55,119.00\\n    3  VIAJE     SERVICIO DE TRANSPORTE      48,270.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$      103,389.00\\nITBIS 18% RD$      18,610.02\\nTOTAL RD$         121,999.02\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 7349095\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 04\\nREFERENCIA: 32249193\\nRESUMEN\"}","template_ids":[5,3,13,12],"business_categories":["comercio_general","restaurante","inmobiliario","transporte"],"catalog_sources":[["curated"],["curated"],["curated"],["curated"]],"issuer_rncs":["130342156","133484692","101811897","133512947"],"invoice_ids":["inv_9fc82af9d1730c02b166","inv_2c17761eb7112a1b0c8b","inv_6d3ec172ed94618e9aba","inv_aced45f43a8c194a38f0"],"observation_id":"obs_b1ac961521736c577a24","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":3.93,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.009,"blue_scale":0.991,"contrast_factor":1.005,"brightness_factor":0.992,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0,0.0],"final_contrast_stddev":21.89,"jpeg_quality":96,"documents":[{"rotation_deg":0.041,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.053,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.13,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":-0.069,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"geometric","text":""}]},"num_invoices":4,"seed":18356235121096047705,"difficulty":"very_hard","split":"test"}
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{"image":"images/606_009968.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"131620622\",\"ncf\":\"B1509156646\",\"fecha_comprobante\":\"20240229\",\"monto_facturado_servicios\":880.50,\"monto_facturado_bienes\":4572.00,\"itbis_facturado\":981.45,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"IMPORTADORA PEIHAO\\nIMPORTADORA PEIHAO SRL\\nRNC 131620622\\nCLIENTE: EDDY DAVID WRIGHT\\nRNC CLIENTE: 00105023279\\nFACTURA DE CREDITO FISCAL\\nNCF: B1509156646\\nFACTURA NO.: 7678500\\nAUTORIZACION: 780770261\\nTELEFONO: 809-610-9915\\nFECHA: 29/02/2024  HORA: 14:31\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    3  UNIDAD    PAPEL BOND 8.5 X 11\\n                                   1,200.00\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                     880.50\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                   3,372.00\\n-------------------------------------------\\nSUBTOTAL RD$        5,452.50\\nITBIS RD$         981.45\\nTOTAL RD$           6,433.95\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 9612981\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 04\\nREFERENCIA: 75821842\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["131620622"],"invoice_ids":["inv_48757835f2fe37c070e5"],"observation_id":"obs_086c7dcbcad4a6bd2950","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":9.58,"augmentation_metadata":{"downscale_factor":0.982,"red_scale":0.967,"blue_scale":1.033,"contrast_factor":0.995,"brightness_factor":0.985,"blur_sigma":0.133,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.39,"jpeg_quality":91,"documents":[{"rotation_deg":0.203,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":13246337718413159994,"difficulty":"light","split":"validation"}
{"image":"images/607_009969.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"132002938\",\"ncf\":\"B0203630556\",\"fecha_comprobante\":\"20250419\",\"monto_facturado\":136500.00,\"itbis_facturado\":24570.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":161070.00,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"SECONIN\\nRNC EMISOR: 131264042\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: PYRO EVENTOS SRL\\nRNC CLIENTE: 132002938\\nFACTURA DE CREDITO FISCAL\\nNCF: B0203630556\\nFACTURA NO.: 1110673\\nAUTORIZACION: 103076673\\nTELEFONO: 809-445-5645\\nFECHA: 19/04/2025  HORA: 12:11\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  CONSULTORIA ESPECIALIZADA   65,000.00\\n    1  SERVICIO  LEVANTAMIENTO TECNICO        9,000.00\\n    1  MES       SUPERVISION DE OBRA         62,500.00\\n----------------------------------------------\\nSUB-TOTAL RD$      136,500.00\\nITBIS RD$      24,570.00\\nTOTAL RD$         161,070.00\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 8789891\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 03\\nREFERENCIA: 62940825\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\"}","template_ids":[10],"business_categories":["profesional"],"catalog_sources":[["curated"]],"issuer_rncs":["131264042"],"invoice_ids":["inv_ca3aa90d2e84a5959424"],"observation_id":"obs_4e35532ad3e3cf8a147d","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.62,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.004,"blue_scale":0.996,"contrast_factor":0.993,"brightness_factor":1.003,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":65.44,"jpeg_quality":97,"documents":[{"rotation_deg":0.037,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":6897593782070074470,"difficulty":"clean","split":"validation"}
{"image":"images/606_009970.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132934075\",\"ncf\":\"B1585771882\",\"fecha_comprobante\":\"20240720\",\"monto_facturado_servicios\":84930.00,\"monto_facturado_bienes\":348.00,\"itbis_facturado\":15350.04,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":2}],\"ocr\":\"G S & T INMOBILIARIA\\nG S & T INMOBILIARIA SRL\\nRNC 132934075\\nCLIENTE: REYNA GIL JIMENEZ DE DIAZ\\nRNC CLIENTE: 00104061254\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1585771882\\nFACTURA NO.: 9781751\\nAUTORIZACION: 261892285\\nTELEFONO: 809-634-6577\\nFECHA: 20/07/2024  HORA: 20:35\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE VARILLAS\\n                                                  5,000.00\\n    4  UNIDAD    DISCO DE CORTE 4.5 PULGADAS\\n                                                    348.00\\n    4  SERVICIO  MANO DE OBRA DE REPARACION\\n                                                 79,930.00\\n----------------------------------------------------------\\nBASE IMPONIBLE RD$       85,278.00\\nIMPUESTO ITBIS RD$      15,350.04\\nTOTAL RD$         100,628.04\\nFORMA DE PAGO: CHEQUE/TRANSFERENCIA/DEPOSITO\\nCAJERO: JOSE\\nORDEN: 4229364\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["132934075"],"invoice_ids":["inv_5669c742b49ed9e3614e"],"observation_id":"obs_f65fbeabbfc15e524e11","variant_index":0,"degradation_profile":"scan_bad","scene_type":"scanner_white","estimated_min_text_px":10.46,"augmentation_metadata":{"downscale_factor":0.688,"red_scale":0.968,"blue_scale":1.032,"contrast_factor":0.81,"brightness_factor":1.099,"blur_sigma":0.413,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":31.32,"jpeg_quality":80,"documents":[{"rotation_deg":0.542,"perspective":0.002,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":14157328365558768361,"difficulty":"hard","split":"train"}
{"image":"images/607_009971.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"131909221\",\"ncf\":\"E443219602745\",\"fecha_comprobante\":\"20250425\",\"monto_facturado\":61670.35,\"itbis_facturado\":11100.66,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":19386.09,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":53384.92,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"YO OPINO\\nRNC EMISOR: 13300014977\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CPV AUTO REPUESTOS SRL\\nRNC CLIENTE: 131909221\\nFACTURA DE CREDITO FISCAL\\nNCF: E443219602745\\nFACTURA NO.: 1065465\\nAUTORIZACION: 59454459\\nTELEFONO: 809-487-8614\\nFECHA: 25/04/2025  HORA: 09:30\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  IMPRESION FULL COLOR         9,763.00\\n    3  UNIDAD    BANNER PUBLICITARIO         16,718.85\\n    1  SERVICIO  GESTION DE REDES SOCIALES    6,586.50\\n    1  SERVICIO  DISENO GRAFICO              24,388.00\\n    1  SERVICIO  ROTULACION EN VINIL          4,214.00\\n----------------------------------------------\\nSUB-TOTAL RD$       61,670.35\\nIMPUESTO ITBIS RD$      11,100.66\\nTOTAL RD$          72,771.01\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6221483\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 02\\nREFERENCIA: 59723959\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[13],"business_categories":["publicidad_impresion"],"catalog_sources":[["curated"]],"issuer_rncs":["13300014977"],"invoice_ids":["inv_db914275eab8e8ba49cd"],"observation_id":"obs_4267085891be00cabb97","variant_index":0,"degradation_profile":"digital_clean","scene_type":"white","estimated_min_text_px":7.84,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.003,"blue_scale":0.997,"contrast_factor":0.983,"brightness_factor":0.994,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.14,"jpeg_quality":96,"documents":[{"rotation_deg":-0.037,"perspective":0.0,"shadow":false,"signature":true,"highlighter":false}],"print":[{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7114501732899550460,"difficulty":"clean","split":"train"}
{"image":"images/606_009972.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132234898\",\"ncf\":\"B0215365686\",\"fecha_comprobante\":\"20240129\",\"monto_facturado_servicios\":2500.00,\"monto_facturado_bienes\":661.50,\"itbis_facturado\":569.07,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"SUPLI FAST INVESTMENT\\nSUPLI FAST INVESTMENT SRL\\nRNC: 132234898\\nCLIENTE: JOSE AGUSTIN HENRIQUEZ ALBA\\nRNC CLIENTE: 05400905369\\nFACTURA DE CREDITO FISCAL\\nNCF: B0215365686\\nFACTURA NO.: 1173020\\nAUTORIZACION: 790956029\\nTELEFONO: 809-209-3392\\nFECHA: 29/01/2024  HORA: 10:50\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  CORTE Y DOBLADO DE\\n                 VARILLAS\\n                                   2,500.00\\n    3  UNIDAD    RODILLO PARA PINTURA 9\\n                 PULGADAS\\n                                     603.00\\n    3  UNIDAD    CODO PVC 1/2 PULGADA\\n                                      58.50\\n-------------------------------------------\\nSUB-TOTAL RD$        3,161.50\\nITBIS 18% RD$         569.07\\nTOTAL RD$           3,730.57\\nFORMA DE PAGO: TARJETA\\nCAJERO: LUIS\\nORDEN: 3433530\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 04\\nREFERENCIA: 46357591\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\\nProcesado\"}","template_ids":[1],"business_categories":["construccion_ferreteria"],"catalog_sources":[["curated"]],"issuer_rncs":["132234898"],"invoice_ids":["inv_ce05d40512bf08dc5a0c"],"observation_id":"obs_d8b3184e414ae24d03e8","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":8.87,"augmentation_metadata":{"downscale_factor":0.958,"red_scale":1.002,"blue_scale":0.998,"contrast_factor":0.995,"brightness_factor":0.997,"blur_sigma":0.082,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.42,"jpeg_quality":90,"documents":[{"rotation_deg":-0.427,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""}]},"num_invoices":1,"seed":6187725464580947654,"difficulty":"light","split":"train"}
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UND. DESCRIPCION IMPORTE\\n\\n--- FACTURA ---\\n\\nACADEMIA DE BASEBALL OLIVER MATEO\\nRNC EMISOR: 131918441\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: LAFRANCE MANOUCHEKA HAIR SRL\\nRNC CLIENTE: 132631562\\nFACTURA DE CREDITO FISCAL\\nNCF: B0199524800\\nFACTURA NO.: 3772878\\nAUTORIZACION: 908771597\\nTELEFONO: 809-525-3265\\nFECHA: 12/04/2025  HORA: 16:35\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  SERVICIO DE ENTREGA            884.00\\n    5  UNIDAD    MATERIAL DE OFICINA          6,014.95\\n    2  UNIDAD    ARTICULO DE LIMPIEZA         3,299.00\\n    1  UNIDAD    PAPEL BOND 8.5 X 11            291.00\\n----------------------------------------------\\nBASE IMPONIBLE RD$       10,488.95\\nIMPUESTO ITBIS RD$       1,888.01\\nTOTAL RD$          12,376.96\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: JOSE\\nORDEN: 7173658\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 03  TURNO: 02\\nREFERENCIA: 56530511\\nDETALLE DE SERVICIOS\\nARCHIVADO\"}","template_ids":[5,7,4],"business_categories":["comercio_general","comercio_general","comercio_general"],"catalog_sources":[["curated"],["curated"],["curated"]],"issuer_rncs":["101508086","101759917","131918441"],"invoice_ids":["inv_1ff0502346faa171b710","inv_297e592dd74ccce0efd8","inv_bd8057b2e605ad5e88a4"],"observation_id":"obs_fd77acccc38c3bb60516","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"fabric","estimated_min_text_px":3.64,"augmentation_metadata":{"downscale_factor":0.66,"red_scale":1.012,"blue_scale":0.988,"contrast_factor":0.848,"brightness_factor":0.983,"blur_sigma":0.818,"crop_applied":false,"camera_distance_factors":[0.887,0.91,0.93],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":49.17,"jpeg_quality":74,"documents":[{"rotation_deg":-2.995,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false},{"rotation_deg":1.855,"perspective":0.035,"shadow":true,"signature":false,"highlighter":true},{"rotation_deg":-3.441,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04},{"print_profile":"inkjet","ink_fade":0.14,"dropout":0.04}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":true},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"geometric","text":""},{"kind":"none","text":""},{"kind":"none","text":""}]},"num_invoices":3,"seed":54538428942986900,"difficulty":"hard","split":"train"}
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CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 05  TURNO: 02\\nREFERENCIA: 83306052\\nRESUMEN\\nCAT\\n\\n--- FACTURA ---\\n\\nREPUESTOS MONCHY C POR A\\nREPUESTOS MONCHY C POR A\\nRNC EMISOR: 101658215\\nCLIENTE: RUTH ELIZABETH BELLO DE DIONICIO\\nRNC CLIENTE: 10400004718\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: B1487008841\\nFACTURA NO.: 7849365\\nAUTORIZACION: 569416113\\nTELEFONO: 809-937-6840\\nFECHA: 25/11/2024  HORA: 17:48\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    EQUIPO ELECTRICO\\n                                   3,860.00\\n-------------------------------------------\\nSUBTOTAL RD$        3,860.00\\nITBIS RD$         694.80\\nTOTAL RD$           4,554.80\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 6005945\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 02  TURNO: 01\\nREFERENCIA: 22745722\\nRMC\\n\\n--- FACTURA ---\\n\\nINMOBILIARIA BIORTESIC\\nINMOBILIARIA BIORTESIC SRL\\nRNC: 133753677\\nCLIENTE: DAYBI FERMIN FERMIN\\nRNC CLIENTE: 02301248403\\nFACTURA DE CREDITO FISCAL\\nNCF E314185448053\\nFACTURA NO.: 0569486\\nAUTORIZACION: 31445651\\nTELEFONO: 809-792-9661\\nFECHA: 26/03/2025  HORA: 20:08\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    7  UNIDAD    INTERRUPTOR SENCILLO\\n                                                  1,130.50\\n    5  QUINTAL   VARILLA CORRUGADA 3/8\\n                                                 16,155.00\\n----------------------------------------------------------\\nSUBTOTAL RD$       17,285.50\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          17,285.50\\nFORMA DE PAGO: MIXTO\\nCAJERO: ANA\\nORDEN: 3366406\\nGRACIAS POR SU COMPRA\"}","template_ids":[12,5,9],"business_categories":["profesional","comercio_general","construccion_ferreteria"],"catalog_sources":[["curated"],["curated"],["curated","proconsumidor_ferreteria_2025"]],"issuer_rncs":["00101994291","101658215","133753677"],"invoice_ids":["inv_b26bb17ec2a9f7e43a82","inv_6f4a27e24c22bcfa90b0","inv_49ae5d43a3835e702588"],"observation_id":"obs_7cc01280928d4a3e802c","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":4.07,"augmentation_metadata":{"downscale_factor":0.989,"red_scale":0.982,"blue_scale":1.018,"contrast_factor":1.014,"brightness_factor":1.012,"blur_sigma":0.019,"crop_applied":false,"camera_distance_factors":[1.0,1.0,1.0],"legibility_scale_corrections":[0.0,0.0,0.0],"final_contrast_stddev":28.13,"jpeg_quality":92,"documents":[{"rotation_deg":0.224,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.471,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false},{"rotation_deg":0.189,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false},{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"CAT"},{"kind":"initials","text":"RMC"},{"kind":"none","text":""}]},"num_invoices":3,"seed":15432006768977823309,"difficulty":"hard","split":"train"}
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{"image":"images/606_009984.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"133630648\",\"ncf\":\"E448637125849\",\"fecha_comprobante\":\"20240325\",\"monto_facturado_servicios\":84790.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":0.00,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3},{\"rnc\":\"101175761\",\"ncf\":\"B1413435610\",\"fecha_comprobante\":\"20241107\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":11161.45,\"itbis_facturado\":2009.06,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"GRUPO IRE ASHE\\nGRUPO IRE ASHE SRL\\nRNC: 133630648\\nCLIENTE: PARROQUIA SANTA BARBARA DE LA ZONA\\nCOLO\\nRNC CLIENTE: 430029653\\nFACTURA DE CREDITO FISCAL\\nNCF E448637125849\\nFACTURA NO.: 8850203\\nAUTORIZACION: 536153114\\nTELEFONO: 809-739-5968\\nFECHA: 25/03/2024  HORA: 11:06\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    1  SERVICIO  ADMINISTRACION DE INMUEBLE\\n                                   9,782.00\\n    1  MES       ALQUILER DE LOCAL\\n                                  15,359.00\\n    1  SERVICIO  COMISION INMOBILIARIA\\n                                  59,649.00\\n-------------------------------------------\\nSUBTOTAL RD$       84,790.00\\nIMPUESTO ITBIS RD$           0.00\\nTOTAL RD$          84,790.00\\nFORMA DE PAGO: TARJETA\\nCAJERO: MARIA\\nORDEN: 5704822\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 04  TURNO: 02\\nREFERENCIA: 62776260\\nGIA\\n\\n--- FACTURA ---\\n\\nRIVAS & LANTIGUA C POR A\\nRIVAS & LANTIGUA C POR A\\nRNC EMISOR: 101175761\\nCLIENTE: FELIX MOTA NUÑEZ\\nRNC CLIENTE: 00110603370\\nFACTURA DE CREDITO FISCAL\\ne-NCF: B1413435610\\nFACTURA NO.: 8831013\\nAUTORIZACION: 760433892\\nTELEFONO: 809-281-2062\\nFECHA: 07/11/2024  HORA: 13:49\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                   2,349.95\\n    1  UNIDAD    PAPEL BOND 8.5 X 11\\n                                     365.50\\n    1  UNIDAD    EQUIPO ELECTRICO\\n                                   8,446.00\\n-------------------------------------------\\nBASE IMPONIBLE RD$       11,161.45\\nITBIS 18% RD$       2,009.06\\nTOTAL RD$          13,170.51\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 9452827\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 07  TURNO: 01\\nREFERENCIA: 13273864\\nARCHIVADO\"}","template_ids":[0,5],"business_categories":["inmobiliario","comercio_general"],"catalog_sources":[["curated"],["curated"]],"issuer_rncs":["133630648","101175761"],"invoice_ids":["inv_1b298d39393993ee4f4f","inv_091ff8047aa43f71b9b3"],"observation_id":"obs_27f2a6446d9d9ba85746","variant_index":0,"degradation_profile":"thermal_clean","scene_type":"white","estimated_min_text_px":7.3,"augmentation_metadata":{"downscale_factor":0.964,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":0.941,"brightness_factor":0.982,"blur_sigma":0.098,"crop_applied":false,"camera_distance_factors":[1.0,1.0],"legibility_scale_corrections":[0.0,0.0],"final_contrast_stddev":19.35,"jpeg_quality":90,"documents":[{"rotation_deg":0.662,"perspective":0.004,"shadow":false,"signature":true,"highlighter":false},{"rotation_deg":-0.6,"perspective":0.004,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08},{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":true,"highlighter":false},{"stamp":true,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"GIA"},{"kind":"geometric","text":""}]},"num_invoices":2,"seed":6520447905675380240,"difficulty":"medium","split":"train"}
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{"image":"images/606_009988.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"132930894\",\"ncf\":\"E453807734776\",\"fecha_comprobante\":\"20250729\",\"monto_facturado_servicios\":1421.95,\"monto_facturado_bienes\":15387.75,\"itbis_facturado\":3025.75,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":6}],\"ocr\":\"IMPORTADORA Y EXPORTADORA ZHONGYONG LIMITA\\nIMPORTADORA Y EXPORTADORA ZHONGYONG LIMITADA SRL\\nRNC: 132930894\\nCLIENTE: ANTONIA GONZALEZ ROSARIO\\nRNC CLIENTE: 00102932647\\nFACTURA DE CREDITO FISCAL\\nNCF E453807734776\\nFACTURA NO.: 9467890\\nAUTORIZACION: 557313413\\nTELEFONO: 809-296-2426\\nFECHA: 29/07/2025  HORA: 12:29\\n----------------------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                                   IMPORTE\\n    4  UNIDAD    REPUESTO Y ACCESORIO\\n                                                 14,708.00\\n    5  UNIDAD    ARTICULO DE LIMPIEZA\\n                                                    679.75\\n    1  SERVICIO  SERVICIO DE ENTREGA\\n                                                  1,421.95\\n----------------------------------------------------------\\nSUBTOTAL RD$       16,809.70\\nIMPUESTO ITBIS RD$       3,025.75\\nTOTAL RD$          19,835.45\\nFORMA DE PAGO: NOTA DE CREDITO\\nCAJERO: JOSE\\nORDEN: 2369499\\nGRACIAS POR SU COMPRA\"}","template_ids":[9],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["132930894"],"invoice_ids":["inv_a78a5003af4302a3f7e6"],"observation_id":"obs_98e1c7a8f17af2591eea","variant_index":0,"degradation_profile":"scan_clean","scene_type":"scanner_beige","estimated_min_text_px":10.49,"augmentation_metadata":{"downscale_factor":0.943,"red_scale":1.011,"blue_scale":0.989,"contrast_factor":1.016,"brightness_factor":1.007,"blur_sigma":0.106,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":39.17,"jpeg_quality":94,"documents":[{"rotation_deg":0.503,"perspective":0.003,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":7280914787361263484,"difficulty":"light","split":"train"}
{"image":"images/607_009989.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"00104488192\",\"ncf\":\"B0159082785\",\"fecha_comprobante\":\"20251225\",\"monto_facturado\":5036.00,\"itbis_facturado\":906.48,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":5942.48,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":0.00,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"ROSA SUERO\\nRNC EMISOR: 09200156074\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: CRISTINA ALTAGRACIA PAYANO RAMIREZ\\nRAMI\\nRNC CLIENTE: 00104488192\\nFACTURA DE CREDITO FISCAL\\nNCF: B0159082785\\nFACTURA NO.: 7214458\\nAUTORIZACION: 815924741\\nTELEFONO: 809-762-9421\\nFECHA: 25/12/2025  HORA: 20:23\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    CAMISA DE VESTIR\\n                                   4,084.00\\n    1  UNIDAD    GORRA BORDADA\\n                                     952.00\\n-------------------------------------------\\nSUB-TOTAL RD$        5,036.00\\nIMPUESTO ITBIS RD$         906.48\\nTOTAL RD$           5,942.48\\nFORMA DE PAGO: EFECTIVO\\nCAJERO: ANA\\nORDEN: 7197439\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 08  TURNO: 04\\nREFERENCIA: 25385647\\nRS\"}","template_ids":[0],"business_categories":["ropa_comercio"],"catalog_sources":[["curated"]],"issuer_rncs":["09200156074"],"invoice_ids":["inv_3d55ab336d7f4bedf46f"],"observation_id":"obs_7f51718e8ddf827ba4df","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":10.11,"augmentation_metadata":{"downscale_factor":0.803,"red_scale":0.994,"blue_scale":1.006,"contrast_factor":0.645,"brightness_factor":1.094,"blur_sigma":0.505,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.2,"jpeg_quality":80,"documents":[{"rotation_deg":1.088,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"initials","text":"RS"}]},"num_invoices":1,"seed":6021365595669432063,"difficulty":"hard","split":"train"}
{"image":"images/606_009990.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"130027668\",\"ncf\":\"E329229900954\",\"fecha_comprobante\":\"20240725\",\"monto_facturado_servicios\":137506.00,\"monto_facturado_bienes\":0.00,\"itbis_facturado\":24751.08,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":0}],\"ocr\":\"INMOBILIARIA SABALA S A\\nINMOBILIARIA SABALA S A\\nRNC EMISOR: 130027668\\nCLIENTE: MARIA VIOLETA DEL CARMEN SAINT HILAIRE \\nRNC CLIENTE: 00105291397\\nFACTURA DE CREDITO FISCAL\\nNCF: E329229900954\\nFACTURA NO.: 1352272\\nAUTORIZACION: 597886493\\nTELEFONO: 809-819-4811\\nFECHA: 25/07/2024  HORA: 15:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    1  SERVICIO  COMISION INMOBILIARIA      112,927.00\\n    1  SERVICIO  MANTENIMIENTO DE AREA COMUN   24,579.00\\n----------------------------------------------\\nSUB-TOTAL RD$      137,506.00\\nITBIS RD$      24,751.08\\nTOTAL RD$         162,257.08\\nFORMA DE PAGO: DESCONOCIDO\\nCAJERO: JOSE\\nORDEN: 7631841\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 01  TURNO: 01\\nREFERENCIA: 72499873\\nDETALLE DE SERVICIOS\"}","template_ids":[4],"business_categories":["inmobiliario"],"catalog_sources":[["curated"]],"issuer_rncs":["130027668"],"invoice_ids":["inv_3fd137cce4bd68615649"],"observation_id":"obs_d149e96562f0f4604cc0","variant_index":0,"degradation_profile":"digital_clean","scene_type":"full_frame","estimated_min_text_px":8.6,"augmentation_metadata":{"downscale_factor":1.0,"red_scale":1.001,"blue_scale":0.999,"contrast_factor":1.013,"brightness_factor":0.999,"blur_sigma":0.0,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":19.38,"jpeg_quality":95,"documents":[{"rotation_deg":-0.147,"perspective":0.0,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":16987101184087727616,"difficulty":"clean","split":"train"}
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{"image":"images/606_009998.jpg","prefix":"<DGII_606>","suffix":"{\"registros\":[{\"rnc\":\"00109073965\",\"ncf\":\"E312575952407\",\"fecha_comprobante\":\"20240525\",\"monto_facturado_servicios\":0.00,\"monto_facturado_bienes\":1964.00,\"itbis_facturado\":353.52,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos\":0.00,\"monto_propina\":0.00,\"forma_pago\":3}],\"ocr\":\"RICHARD LEONEL BISONO MENDEZ\\nRICHARD LEONEL BISONO MENDEZ\\nRNC: 00109073965\\nCLIENTE: ASOCIACION JAYCEES 80\\nRNC CLIENTE: 430039411\\nFACTURA DE CREDITO FISCAL\\nCOMPROBANTE: E312575952407\\nFACTURA NO.: 8745181\\nAUTORIZACION: 535471832\\nTELEFONO: 809-481-6066\\nFECHA: 25/05/2024  HORA: 14:20\\n-------------------------------------------\\nCANT  UND      DESCRIPCION\\n                                    IMPORTE\\n    2  UNIDAD    REPUESTO Y ACCESORIO\\n                                   1,964.00\\n-------------------------------------------\\nSUB-TOTAL RD$        1,964.00\\nITBIS RD$         353.52\\nTOTAL RD$           2,317.52\\nFORMA DE PAGO: TARJETA\\nCAJERO: ANA\\nORDEN: 8713101\\nGRACIAS POR SU COMPRA\\nORIGINAL - CLIENTE\\nNO SE ACEPTAN DEVOLUCIONES EN EFECTIVO\\nCONSERVE ESTE COMPROBANTE\\nTERMINAL: 09  TURNO: 03\\nREFERENCIA: 43279655\\nLOS CAMBIOS REQUIEREN FACTURA ORIGINAL\\nMERCANCIA SUJETA A REVISION\\nIMPRESO POR SISTEMA DE FACTURACION\"}","template_ids":[0],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["00109073965"],"invoice_ids":["inv_438c436f90a88479a9c8"],"observation_id":"obs_c56ee219730b361e5cd8","variant_index":0,"degradation_profile":"thermal_worn","scene_type":"desk_beige","estimated_min_text_px":9.69,"augmentation_metadata":{"downscale_factor":0.637,"red_scale":0.965,"blue_scale":1.035,"contrast_factor":0.629,"brightness_factor":1.113,"blur_sigma":0.407,"crop_applied":false,"camera_distance_factors":[1.0],"legibility_scale_corrections":[0.0],"final_contrast_stddev":18.67,"jpeg_quality":76,"documents":[{"rotation_deg":-1.199,"perspective":0.008,"shadow":false,"signature":false,"highlighter":false}],"print":[{"print_profile":"thermal","ink_fade":0.25,"dropout":0.08}],"annotations":[{"stamp":false,"handwriting":false,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":8532102024883762949,"difficulty":"hard","split":"train"}
{"image":"images/607_009999.jpg","prefix":"<DGII_607>","suffix":"{\"registros\":[{\"rnc\":\"130221571\",\"ncf\":\"E440952114286\",\"fecha_comprobante\":\"20250903\",\"monto_facturado\":16382.93,\"itbis_facturado\":2948.93,\"impuesto_selectivo_al_consumo\":0.00,\"otros_impuestos_o_tasas\":0.00,\"monto_propina_legal\":0.00,\"efectivo\":8187.07,\"cheque_transferencia_deposito\":0.00,\"tarjeta_debito_credito\":11144.79,\"venta_a_credito\":0.00,\"otras_formas_de_venta\":0.00}],\"ocr\":\"JOVAL COMERCIAL\\nRNC EMISOR: 130476268\\nSANTO DOMINGO, REPUBLICA DOMINICANA\\nCLIENTE: HELVECIA S A\\nRNC CLIENTE: 130221571\\nFACTURA DE CREDITO FISCAL\\nNCF: E440952114286\\nFACTURA NO.: 4422879\\nAUTORIZACION: 143680572\\nTELEFONO: 809-405-9372\\nFECHA: 03/09/2025  HORA: 15:10\\n----------------------------------------------\\nCANT UND DESCRIPCION             IMPORTE\\n    3  UNIDAD    MATERIAL DE OFICINA          5,750.97\\n    4  UNIDAD    REPUESTO Y ACCESORIO        10,631.96\\n----------------------------------------------\\nSUB-TOTAL RD$       16,382.93\\nITBIS 18% RD$       2,948.93\\nTOTAL RD$          19,331.86\\nFORMA DE PAGO: MIXTO\\nCAJERO: MARIA\\nORDEN: 1459767\\nGRACIAS POR SU COMPRA\\nFACTURA FISCAL\\nDETALLE / CANTIDAD / UNIDAD / IMPORTE\\nArchivado\"}","template_ids":[10],"business_categories":["comercio_general"],"catalog_sources":[["curated"]],"issuer_rncs":["130476268"],"invoice_ids":["inv_ae111a1c967fbde44d5e"],"observation_id":"obs_afa673a8922604fec1fc","variant_index":0,"degradation_profile":"mobile_photo","scene_type":"wood_light","estimated_min_text_px":7.03,"augmentation_metadata":{"downscale_factor":0.642,"red_scale":1.005,"blue_scale":0.995,"contrast_factor":1.041,"brightness_factor":1.065,"blur_sigma":0.224,"crop_applied":false,"camera_distance_factors":[0.897],"legibility_scale_corrections":[0.0],"final_contrast_stddev":54.84,"jpeg_quality":88,"documents":[{"rotation_deg":-0.055,"perspective":0.035,"shadow":true,"signature":false,"highlighter":false}],"print":[{"print_profile":"laser","ink_fade":0.1,"dropout":0.025}],"annotations":[{"stamp":false,"handwriting":true,"signature":false,"highlighter":false}],"logos":[{"kind":"none","text":""}]},"num_invoices":1,"seed":3169964118012600098,"difficulty":"medium","split":"train"}
