Rename workflow JSON to dw_pose_sam3_api_copy.json

dw_pose_sam3_api_copy.json

@@ -0,0 +1,1135 @@
+{
+  "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": [
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+        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
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+      "image2": [
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+        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": {
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+      "length": [
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+        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": [
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+    },
+    "class_type": "PoseKeypointToMask",
+    "_meta": {
+      "title": "Pose Keypoint to Mask"
+    }
+  },
+  "5927": {
+    "inputs": {
+      "mask": [
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+        0
+      ]
+    },
+    "class_type": "InvertMask",
+    "_meta": {
+      "title": "Invert Mask"
+    }
+  },
+  "5928": {
+    "inputs": {
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+      "y": 0,
+      "operation": "multiply",
+      "destination": [
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+      "source": [
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+    },
+    "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": [
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+        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": [
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+        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": [
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+        1
+      ]
+    },
+    "class_type": "PoseKeypointToMask",
+    "_meta": {
+      "title": "Pose Keypoint to Mask"
+    }
+  },
+  "6048": {
+    "inputs": {
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+        0
+      ],
+      "on_false": [
+        "5894:5829",
+        0
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+      "on_true": [
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+        0
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+    },
+    "class_type": "ComfySwitchNode",
+    "_meta": {
+      "title": "Switch"
+    }
+  },
+  "6050": {
+    "inputs": {
+      "switch": [
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+        0
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+      "on_false": [
+        "5918",
+        0
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+      "on_true": [
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+        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": [
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+        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": {
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+      "strength_model": 1,
+      "model": [
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+    },
+    "class_type": "LTXICLoRALoaderModelOnly",
+    "_meta": {
+      "title": "🅛🅣🅧 IC-LoRA Loader Model Only"
+    }
+  },
+  "5894:5841": {
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+      "duration": [
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+      "audio": [
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+    "class_type": "TrimAudioDuration",
+    "_meta": {
+      "title": "Trim Audio Duration"
+    }
+  },
+  "5894:5863": {
+    "inputs": {
+      "lora_name": [
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+      "strength_model": 0,
+      "model": [
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+    },
+    "class_type": "LTXICLoRALoaderModelOnly",
+    "_meta": {
+      "title": "🅛🅣🅧 IC-LoRA Loader Model Only"
+    }
+  },
+  "5894:5847": {
+    "inputs": {
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+      "audio_vae": [
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+    "class_type": "LTXVAudioVAEEncode",
+    "_meta": {
+      "title": "LTXV Audio VAE Encode"
+    }
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+  "5894:5837": {
+    "inputs": {
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+      "positive": [
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+      "negative": [
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+    "class_type": "LTXVConditioning",
+    "_meta": {
+      "title": "LTXVConditioning"
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+  "5894:6030": {
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+      "model": [
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+    "class_type": "AudioTimestepOverride",
+    "_meta": {
+      "title": "Audio Timestep Override"
+    }
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+  "5894:5832": {
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+      "model": [
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+      "positive": [
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+      "negative": [
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+    "class_type": "CFGGuider",
+    "_meta": {
+      "title": "CFGGuider"
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+  "5894:5860": {
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+      "image": [
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+        0
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+    },
+    "class_type": "LTXVPreprocess",
+    "_meta": {
+      "title": "LTXVPreprocess"
+    }
+  },
+  "5894:5848": {
+    "inputs": {
+      "resize_type": "scale to multiple",
+      "resize_type.multiple": [
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+      "scale_method": "lanczos",
+      "input": [
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+    "class_type": "ResizeImageMaskNode",
+    "_meta": {
+      "title": "Resize Image/Mask"
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