Download dw_pose_sam3_api copy.json from Yuvrajxms09/ltx2.3_edit_workflowtoo: direct link, hf CLI and curl.
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20.2 kB
| { | |
| "5879": { | |
| "inputs": { | |
| "start": 0, | |
| "length": 1, | |
| "image": [ | |
| "5896", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "ImageFromBatch+", | |
| "_meta": { | |
| "title": "🔧 Image From Batch" | |
| } | |
| }, | |
| "5882": { | |
| "inputs": { | |
| "value": 0 | |
| }, | |
| "class_type": "FloatConstant", | |
| "_meta": { | |
| "title": "6. Set Audio File Start Index (in seconds)" | |
| } | |
| }, | |
| "5883": { | |
| "inputs": { | |
| "audio": "weapon_17s.mp3", | |
| "audioUI": "/api/view?filename=weapon_17s.mp3&type=input&subfolder=&rand=0.33409026463724145" | |
| }, | |
| "class_type": "LoadAudio", | |
| "_meta": { | |
| "title": "4. Load Audio File here - recommend MP3" | |
| } | |
| }, | |
| "5884": { | |
| "inputs": { | |
| "video_info": [ | |
| "5893", | |
| 3 | |
| ] | |
| }, | |
| "class_type": "VHS_VideoInfo", | |
| "_meta": { | |
| "title": "Video Info 🎥🅥🅗🅢" | |
| } | |
| }, | |
| "5885": { | |
| "inputs": { | |
| "value": 10 | |
| }, | |
| "class_type": "FloatConstant", | |
| "_meta": { | |
| "title": "7. Set Audio Length (in seconds)" | |
| } | |
| }, | |
| "5886": { | |
| "inputs": { | |
| "value": "a*b+1", | |
| "a": [ | |
| "5885", | |
| 0 | |
| ], | |
| "b": [ | |
| "5884", | |
| 5 | |
| ] | |
| }, | |
| "class_type": "SimpleMath+", | |
| "_meta": { | |
| "title": "🔧 Simple Math" | |
| } | |
| }, | |
| "5891": { | |
| "inputs": { | |
| "detect_hand": "enable", | |
| "detect_body": "enable", | |
| "detect_face": "enable", | |
| "resolution": 1024, | |
| "bbox_detector": "yolox_l.onnx", | |
| "pose_estimator": "dw-ll_ucoco_384_bs5.torchscript.pt", | |
| "scale_stick_for_xinsr_cn": "disable", | |
| "image": [ | |
| "6067", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "DWPreprocessor", | |
| "_meta": { | |
| "title": "DWPose Estimator" | |
| } | |
| }, | |
| "5893": { | |
| "inputs": { | |
| "video": "first12s.mp4", | |
| "force_rate": 24, | |
| "custom_width": 640, | |
| "custom_height": 360, | |
| "frame_load_cap": 241, | |
| "skip_first_frames": 0, | |
| "select_every_nth": 1, | |
| "format": "AnimateDiff" | |
| }, | |
| "class_type": "VHS_LoadVideo", | |
| "_meta": { | |
| "title": "Load Video (Upload) 🎥🅥🅗🅢" | |
| } | |
| }, | |
| "5896": { | |
| "inputs": { | |
| "downscale_algorithm": "bilinear", | |
| "upscale_algorithm": "bicubic", | |
| "preresize": false, | |
| "preresize_mode": "ensure minimum resolution", | |
| "preresize_min_width": 1024, | |
| "preresize_min_height": 1024, | |
| "preresize_max_width": 16384, | |
| "preresize_max_height": 16384, | |
| "mask_fill_holes": true, | |
| "mask_expand_pixels": 0, | |
| "mask_invert": false, | |
| "mask_blend_pixels": 32, | |
| "mask_hipass_filter": 0.1, | |
| "extend_for_outpainting": false, | |
| "extend_up_factor": 1, | |
| "extend_down_factor": 1, | |
| "extend_left_factor": 1, | |
| "extend_right_factor": 1, | |
| "context_from_mask_extend_factor": 2, | |
| "output_resize_to_target_size": true, | |
| "output_target_width": 640, | |
| "output_target_height": 360, | |
| "output_padding": "32", | |
| "device_mode": "gpu (much faster)", | |
| "image": [ | |
| "5893", | |
| 0 | |
| ], | |
| "mask": [ | |
| "5928", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "InpaintCropImproved", | |
| "_meta": { | |
| "title": "✂️ Inpaint Crop" | |
| } | |
| }, | |
| "5899": { | |
| "inputs": { | |
| "block_size": 64, | |
| "device": "cpu", | |
| "masks": [ | |
| "5908", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "BlockifyMask", | |
| "_meta": { | |
| "title": "Blockify Mask" | |
| } | |
| }, | |
| "5900": { | |
| "inputs": { | |
| "frame_rate": 24, | |
| "loop_count": 0, | |
| "filename_prefix": "AnimateDiff", | |
| "format": "video/h264-mp4", | |
| "pix_fmt": "yuv420p", | |
| "crf": 19, | |
| "save_metadata": true, | |
| "trim_to_audio": false, | |
| "pingpong": false, | |
| "save_output": false, | |
| "images": [ | |
| "5907", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VHS_VideoCombine", | |
| "_meta": { | |
| "title": "MASK PREVIEW" | |
| } | |
| }, | |
| "5901": { | |
| "inputs": { | |
| "stitcher": [ | |
| "5896", | |
| 0 | |
| ], | |
| "inpainted_image": [ | |
| "5915", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "InpaintStitchImproved", | |
| "_meta": { | |
| "title": "✂️ Inpaint Stitch" | |
| } | |
| }, | |
| "5905": { | |
| "inputs": { | |
| "mask": [ | |
| "5896", | |
| 2 | |
| ] | |
| }, | |
| "class_type": "InvertMask", | |
| "_meta": { | |
| "title": "Invert Mask" | |
| } | |
| }, | |
| "5906": { | |
| "inputs": { | |
| "mask": [ | |
| "5905", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "MaskToImage", | |
| "_meta": { | |
| "title": "Convert Mask to Image" | |
| } | |
| }, | |
| "5907": { | |
| "inputs": { | |
| "blend_factor": 0.9, | |
| "blend_mode": "multiply", | |
| "image1": [ | |
| "5906", | |
| 0 | |
| ], | |
| "image2": [ | |
| "5896", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "ImageBlend", | |
| "_meta": { | |
| "title": "Blend Images" | |
| } | |
| }, | |
| "5908": { | |
| "inputs": { | |
| "expand": 40, | |
| "tapered_corners": false, | |
| "mask": [ | |
| "6050", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GrowMask", | |
| "_meta": { | |
| "title": "Grow Mask" | |
| } | |
| }, | |
| "5915": { | |
| "inputs": { | |
| "start": 0, | |
| "length": [ | |
| "5916", | |
| 3 | |
| ], | |
| "image": [ | |
| "5894:5829", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageFromBatch+", | |
| "_meta": { | |
| "title": "🔧 Image From Batch" | |
| } | |
| }, | |
| "5916": { | |
| "inputs": { | |
| "image": [ | |
| "5894:5829", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetImageSizeAndCount", | |
| "_meta": { | |
| "title": "Get Image Size & Count" | |
| } | |
| }, | |
| "5917": { | |
| "inputs": { | |
| "output": "", | |
| "source": [ | |
| "5886", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "Display Any (rgthree)", | |
| "_meta": { | |
| "title": "NEEDED FRAME COUNT" | |
| } | |
| }, | |
| "5918": { | |
| "inputs": { | |
| "region": "mouth", | |
| "dilate_px": 0, | |
| "blur_px": 0, | |
| "person_index": 0, | |
| "pose_kps": [ | |
| "5891", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "PoseKeypointToMask", | |
| "_meta": { | |
| "title": "Pose Keypoint to Mask" | |
| } | |
| }, | |
| "5919": { | |
| "inputs": { | |
| "x": 0, | |
| "y": 0, | |
| "operation": "add", | |
| "destination": [ | |
| "5918", | |
| 0 | |
| ], | |
| "source": [ | |
| "6029", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "MaskComposite", | |
| "_meta": { | |
| "title": "Combine Masks" | |
| } | |
| }, | |
| "5921": { | |
| "inputs": { | |
| "frame_rate": 24, | |
| "loop_count": 0, | |
| "filename_prefix": "LTX2-3_LIP-SYNC", | |
| "format": "video/h264-mp4", | |
| "pix_fmt": "yuv420p", | |
| "crf": 19, | |
| "save_metadata": true, | |
| "trim_to_audio": false, | |
| "pingpong": false, | |
| "save_output": true, | |
| "images": [ | |
| "6048", | |
| 0 | |
| ], | |
| "audio": [ | |
| "5894:5839", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VHS_VideoCombine", | |
| "_meta": { | |
| "title": "FINAL VIDEO (INPAINTING)" | |
| } | |
| }, | |
| "5925": { | |
| "inputs": { | |
| "region": "both_eyes", | |
| "dilate_px": 0, | |
| "blur_px": 0, | |
| "person_index": 0, | |
| "pose_kps": [ | |
| "5891", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "PoseKeypointToMask", | |
| "_meta": { | |
| "title": "Pose Keypoint to Mask" | |
| } | |
| }, | |
| "5927": { | |
| "inputs": { | |
| "mask": [ | |
| "5929", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "InvertMask", | |
| "_meta": { | |
| "title": "Invert Mask" | |
| } | |
| }, | |
| "5928": { | |
| "inputs": { | |
| "x": 0, | |
| "y": 0, | |
| "operation": "multiply", | |
| "destination": [ | |
| "5927", | |
| 0 | |
| ], | |
| "source": [ | |
| "5899", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "MaskComposite", | |
| "_meta": { | |
| "title": "Combine Masks" | |
| } | |
| }, | |
| "5929": { | |
| "inputs": { | |
| "block_size": 64, | |
| "device": "cpu", | |
| "masks": [ | |
| "5931", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "BlockifyMask", | |
| "_meta": { | |
| "title": "Blockify Mask" | |
| } | |
| }, | |
| "5931": { | |
| "inputs": { | |
| "expand": 10, | |
| "tapered_corners": true, | |
| "mask": [ | |
| "5925", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GrowMask", | |
| "_meta": { | |
| "title": "Grow Mask" | |
| } | |
| }, | |
| "6012": { | |
| "inputs": { | |
| "lora_name": "ltx-2-19b-lora-camera-control-static.safetensors" | |
| }, | |
| "class_type": "easy loraNames", | |
| "_meta": { | |
| "title": "Lora Names" | |
| } | |
| }, | |
| "6014": { | |
| "inputs": { | |
| "switch": [ | |
| "6015", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "5893", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "5896", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch" | |
| } | |
| }, | |
| "6015": { | |
| "inputs": { | |
| "value": false | |
| }, | |
| "class_type": "PrimitiveBoolean", | |
| "_meta": { | |
| "title": "USE INPAINTING?" | |
| } | |
| }, | |
| "6016": { | |
| "inputs": { | |
| "switch": [ | |
| "6015", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "5928", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "5896", | |
| 2 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch" | |
| } | |
| }, | |
| "6023": { | |
| "inputs": { | |
| "lora_name": "ltx-2-19b-ic-lora-detailer.safetensors" | |
| }, | |
| "class_type": "easy loraNames", | |
| "_meta": { | |
| "title": "Lora Names" | |
| } | |
| }, | |
| "6029": { | |
| "inputs": { | |
| "region": "chin", | |
| "dilate_px": 8, | |
| "blur_px": 6, | |
| "person_index": 0, | |
| "pose_kps": [ | |
| "5891", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "PoseKeypointToMask", | |
| "_meta": { | |
| "title": "Pose Keypoint to Mask" | |
| } | |
| }, | |
| "6048": { | |
| "inputs": { | |
| "switch": [ | |
| "6015", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "5894:5829", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "5901", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch" | |
| } | |
| }, | |
| "6050": { | |
| "inputs": { | |
| "switch": [ | |
| "6051", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "5918", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "5919", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch Chin Mask" | |
| } | |
| }, | |
| "6051": { | |
| "inputs": { | |
| "value": true | |
| }, | |
| "class_type": "PrimitiveBoolean", | |
| "_meta": { | |
| "title": "USE CHIN MASK?" | |
| } | |
| }, | |
| "6055": { | |
| "inputs": { | |
| "unet_name": "ltx-2.3-22b-distilled-1.1_transformer_only_fp8_scaled.safetensors", | |
| "weight_dtype": "default" | |
| }, | |
| "class_type": "UNETLoader", | |
| "_meta": { | |
| "title": "Load Diffusion Model" | |
| } | |
| }, | |
| "6056": { | |
| "inputs": { | |
| "vae_name": "LTX23_video_vae_bf16.safetensors" | |
| }, | |
| "class_type": "VAELoader", | |
| "_meta": { | |
| "title": "Load VAE" | |
| } | |
| }, | |
| "6058": { | |
| "inputs": { | |
| "vae_name": "LTX23_audio_vae_bf16.safetensors" | |
| }, | |
| "class_type": "VAELoader", | |
| "_meta": { | |
| "title": "Load VAE" | |
| } | |
| }, | |
| "6059": { | |
| "inputs": { | |
| "clip_name1": "gemma_3_12B_it_fpmixed.safetensors", | |
| "clip_name2": "ltx-2.3_text_projection_bf16.safetensors", | |
| "type": "ltxv", | |
| "device": "default" | |
| }, | |
| "class_type": "DualCLIPLoader", | |
| "_meta": { | |
| "title": "DualCLIPLoader" | |
| } | |
| }, | |
| "6060": { | |
| "inputs": { | |
| "lora_name": "ltx-2.3-22b-ic-lora-lipdub-0.9.safetensors" | |
| }, | |
| "class_type": "easy loraNames", | |
| "_meta": { | |
| "title": "Lora Names" | |
| } | |
| }, | |
| "6062": { | |
| "inputs": { | |
| "lora_name": [ | |
| "6023", | |
| 0 | |
| ], | |
| "strength_model": 0, | |
| "model": [ | |
| "5894:5863", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LTXICLoRALoaderModelOnly", | |
| "_meta": { | |
| "title": "🅛🅣🅧 IC-LoRA Loader Model Only" | |
| } | |
| }, | |
| "6063": { | |
| "inputs": { | |
| "prompt": "the woman in the video", | |
| "sam2_model": "sam2.1_hiera_tiny", | |
| "dino_model": "GroundingDINO_SwinT_OGC (694MB)", | |
| "device": "Auto", | |
| "threshold": 0.35, | |
| "mask_blur": 0, | |
| "mask_offset": 0, | |
| "invert_output": false, | |
| "background": "Alpha", | |
| "background_color": "#222222" | |
| }, | |
| "class_type": "SAM2Segment", | |
| "_meta": { | |
| "title": "SAM2 Segmentation (RMBG)" | |
| } | |
| }, | |
| "6067": { | |
| "inputs": { | |
| "prompt": "man", | |
| "output_mode": "Merged", | |
| "confidence_threshold": 0.5, | |
| "max_segments": 0, | |
| "segment_pick": 0, | |
| "mask_blur": 0, | |
| "mask_offset": 0, | |
| "device": "Auto", | |
| "invert_output": false, | |
| "unload_model": false, | |
| "background": "Alpha", | |
| "background_color": "#222222", | |
| "image": [ | |
| "5893", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SAM3Segment", | |
| "_meta": { | |
| "title": "SAM3 Segmentation (RMBG)" | |
| } | |
| }, | |
| "5894:5830": { | |
| "inputs": { | |
| "sigmas": "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" | |
| }, | |
| "class_type": "ManualSigmas", | |
| "_meta": { | |
| "title": "ManualSigmas" | |
| } | |
| }, | |
| "5894:5831": { | |
| "inputs": { | |
| "sampler_name": "euler_ancestral_cfg_pp" | |
| }, | |
| "class_type": "KSamplerSelect", | |
| "_meta": { | |
| "title": "KSamplerSelect" | |
| } | |
| }, | |
| "5894:5833": { | |
| "inputs": { | |
| "noise_seed": 810479638879627 | |
| }, | |
| "class_type": "RandomNoise", | |
| "_meta": { | |
| "title": "RandomNoise" | |
| } | |
| }, | |
| "5894:5855": { | |
| "inputs": { | |
| "value": "a*32", | |
| "a": [ | |
| "5885", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SimpleMath+", | |
| "_meta": { | |
| "title": "🔧 Simple Math" | |
| } | |
| }, | |
| "5894:5834": { | |
| "inputs": { | |
| "text": "", | |
| "clip": [ | |
| "6059", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Positive Prompt)" | |
| } | |
| }, | |
| "5894:5835": { | |
| "inputs": { | |
| "text": "pc game, console game, video game, cartoon, childish, ugly, music, piano, guitar, organ", | |
| "clip": [ | |
| "6059", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Negative Prompt)" | |
| } | |
| }, | |
| "5894:5857": { | |
| "inputs": { | |
| "lora_name": [ | |
| "6060", | |
| 0 | |
| ], | |
| "strength_model": 1, | |
| "model": [ | |
| "6055", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LTXICLoRALoaderModelOnly", | |
| "_meta": { | |
| "title": "🅛🅣🅧 IC-LoRA Loader Model Only" | |
| } | |
| }, | |
| "5894:5841": { | |
| "inputs": { | |
| "start_index": 0, | |
| "duration": [ | |
| "5885", | |
| 0 | |
| ], | |
| "audio": [ | |
| "5883", | |
| 0 | |
| ] | |
| }, | |
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