workflow_api.json

{
  "38": {
    "inputs": {
      "clip_name": "qwen_2.5_vl_7b_fp8_scaled.safetensors",
      "type": "qwen_image",
      "device": "default"
    },
    "class_type": "CLIPLoader",
    "_meta": {
      "title": "CLIP 로드"
    }
  },
  "39": {
    "inputs": {
      "vae_name": "qwen_image_vae.safetensors"
    },
    "class_type": "VAELoader",
    "_meta": {
      "title": "VAE 로드"
    }
  },
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    "inputs": {
      "shift": 3,
      "sampling": "flow",
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      ]
    },
    "class_type": "ModelSamplingAuraFlow",
    "_meta": {
      "title": "모델 샘플링 (AuraFlow)"
    }
  },
  "75": {
    "inputs": {
      "strength": 1,
      "pre_cfg": false,
      "model": [
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      ]
    },
    "class_type": "CFGNorm",
    "_meta": {
      "title": "CFGNorm"
    }
  },
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    "inputs": {
      "pixels": [
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      ],
      "vae": [
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      ]
    },
    "class_type": "VAEEncode",
    "_meta": {
      "title": "VAE 인코드"
    }
  },
  "110": {
    "inputs": {
      "prompt": "(side-view:1.5), (looking away:1.5), (head turned:1.2)",
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        "38",
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      ],
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      ],
      "image1": [
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      ],
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      ],
      "image3": [
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      ]
    },
    "class_type": "TextEncodeQwenImageEditPlus",
    "_meta": {
      "title": "TextEncodeQwenImageEditPlus(negative)"
    }
  },
  "111": {
    "inputs": {
      "prompt": "Replace the head of the man in the first image with the head of the man in the second image: the same face and the same hairstyle as the second image, black hair with a center part and long wispy curtain bangs falling over the forehead and framing both sides of the face, straight slightly tousled strands. Keep the body, clothes, pose, head direction, lighting and background of the first image. Seamless blend, natural lighting, consistent skin tone.",
      "clip": [
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      ],
      "vae": [
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      ],
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      ],
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      ],
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      ]
    },
    "class_type": "TextEncodeQwenImageEditPlus",
    "_meta": {
      "title": "텍스트 인코드 Qwen Image Edit Plus"
    }
  },
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    "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": [
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      ]
    },
    "class_type": "DWPreprocessor",
    "_meta": {
      "title": "DWPose Estimator"
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  },
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    "inputs": {
      "width": [
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      ],
      "height": [
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      ],
      "keep_proportions": true,
      "upscale_method": "nearest-exact",
      "crop": "disabled",
      "mask": [
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      ]
    },
    "class_type": "ResizeMask",
    "_meta": {
      "title": "Resize Mask"
    }
  },
  "177": {
    "inputs": {
      "downscale_algorithm": "lanczos",
      "upscale_algorithm": "lanczos",
      "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": 20,
      "mask_invert": false,
      "mask_blend_pixels": 5,
      "mask_hipass_filter": 0.1,
      "extend_for_outpainting": true,
      "extend_up_factor": 1,
      "extend_down_factor": 1,
      "extend_left_factor": 1,
      "extend_right_factor": 1,
      "context_from_mask_extend_factor": 2.5,
      "output_resize_to_target_size": true,
      "output_target_width": 1024,
      "output_target_height": 1024,
      "output_padding": "128",
      "image": [
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    },
    "class_type": "InpaintCropImproved",
    "_meta": {
      "title": "✂️ Inpaint Crop (Improved)"
    }
  },
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    "inputs": {
      "width": 1024,
      "height": 1024,
      "interpolation": "lanczos",
      "method": "keep proportion",
      "condition": "downscale if bigger",
      "multiple_of": 0,
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    },
    "class_type": "ImageResize+",
    "_meta": {
      "title": "🔧 Image Resize"
    }
  },
  "218": {
    "inputs": {
      "lora_name": "Qwen-Image-Edit-2509-Lightning-8steps-V1.0-bf16.safetensors",
      "strength_model": 1,
      "model": [
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      ]
    },
    "class_type": "LoraLoaderModelOnly",
    "_meta": {
      "title": "LoRA 로드 (모델 전용)"
    }
  },
  "247": {
    "inputs": {
      "fill": "telea",
      "falloff": 0,
      "image": [
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      ],
      "mask": [
        "172",
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      ]
    },
    "class_type": "INPAINT_MaskedFill",
    "_meta": {
      "title": "Fill Masked Area"
    }
  },
  "277": {
    "inputs": {
      "blur": 200,
      "falloff": 0,
      "image": [
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      ],
      "mask": [
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      ]
    },
    "class_type": "INPAINT_MaskedBlur",
    "_meta": {
      "title": "Blur Masked Area"
    }
  },
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    "inputs": {
      "amount": 10,
      "device": "auto",
      "mask": [
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      ]
    },
    "class_type": "MaskBlur+",
    "_meta": {
      "title": "🔧 Mask Blur"
    }
  },
  "329": {
    "inputs": {
      "prompt": "place this character into the image",
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      ],
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      ],
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      "image3": [
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      ]
    },
    "class_type": "TextEncodeQwenImageEditPlus",
    "_meta": {
      "title": "텍스트 인코드 Qwen Image Edit Plus"
    }
  },
  "340": {
    "inputs": {
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      "upscale_algorithm": "lanczos",
      "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": 0,
      "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": 1,
      "output_resize_to_target_size": true,
      "output_target_width": 1024,
      "output_target_height": 1024,
      "output_padding": "32",
      "image": [
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      ],
      "mask": [
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      ]
    },
    "class_type": "InpaintCropImproved",
    "_meta": {
      "title": "✂️ Inpaint Crop (Improved)"
    }
  },
  "385": {
    "inputs": {
      "noise_mask": true,
      "positive": [
        "111",
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      ],
      "negative": [
        "110",
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      ],
      "vae": [
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      ],
      "pixels": [
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        0
      ],
      "mask": [
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      ]
    },
    "class_type": "InpaintModelConditioning",
    "_meta": {
      "title": "인페인팅 모델 조건 설정"
    }
  },
  "387": {
    "inputs": {
      "strength": 1,
      "model": [
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      ]
    },
    "class_type": "DifferentialDiffusion",
    "_meta": {
      "title": "차등 확산"
    }
  },
  "396": {
    "inputs": {
      "conditioning": [
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      ],
      "latent": [
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      ]
    },
    "class_type": "ReferenceLatent",
    "_meta": {
      "title": "참조 잠재"
    }
  },
  "494": {
    "inputs": {
      "samples": [
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      ],
      "vae": [
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      ]
    },
    "class_type": "VAEDecode",
    "_meta": {
      "title": "VAE 디코드"
    }
  },
  "518": {
    "inputs": {
      "stitcher": [
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      ],
      "inpainted_image": [
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      ]
    },
    "class_type": "InpaintStitchImproved",
    "_meta": {
      "title": "✂️ Inpaint Stitch (Improved)"
    }
  },
  "645": {
    "inputs": {
      "image": "3377158fc21b2b671e8917420d5dfe0245074b3a35bac6d197a30414b6b40ddf.jpeg"
    },
    "class_type": "LoadImage",
    "_meta": {
      "title": "Main Image"
    }
  },
  "646": {
    "inputs": {
      "image": "2b9078b596527954e2b9713c8eff69cb1fc41cf9a36791f7fbe154b128660157.png"
    },
    "class_type": "LoadImage",
    "_meta": {
      "title": "Reference Face Image"
    }
  },
  "652": {
    "inputs": {
      "unet_name": "qwen_image_edit_2509_fp8_e4m3fn.safetensors",
      "weight_dtype": "fp8_e4m3fn"
    },
    "class_type": "UNETLoader",
    "_meta": {
      "title": "확산 모델 로드"
    }
  },
  "716": {
    "inputs": {
      "width": [
        "772",
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      ],
      "height": [
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      ],
      "interpolation": "lanczos",
      "method": "keep proportion",
      "condition": "always",
      "multiple_of": 0,
      "image": [
        "518",
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      ]
    },
    "class_type": "ImageResize+",
    "_meta": {
      "title": "🔧 Image Resize"
    }
  },
  "760": {
    "inputs": {
      "filename_prefix": "ComfyUI",
      "images": [
        "716",
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      ]
    },
    "class_type": "SaveImage",
    "_meta": {
      "title": "Image Save(Output)"
    }
  },
  "772": {
    "inputs": {
      "image": [
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      ]
    },
    "class_type": "Get Image Size",
    "_meta": {
      "title": "Get Image Size"
    }
  },
  "781": {
    "inputs": {
      "seed": 235289200744936,
      "steps": 8,
      "cfg": 1,
      "sampler_name": "euler",
      "scheduler": "simple",
      "denoise": 0.4,
      "model": [
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      ],
      "positive": [
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      ],
      "negative": [
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      ],
      "latent_image": [
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    },
    "class_type": "KSampler",
    "_meta": {
      "title": "KSampler (denoise = 가장 센 강도. 영역별 상대값은 903·906 이 정함)"
    }
  },
  "786": {
    "inputs": {
      "upscale_method": "lanczos",
      "largest_size": 2000,
      "image": [
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    },
    "class_type": "ImageScaleToMaxDimension",
    "_meta": {
      "title": "Scale Image to Max Dimension (2000px)"
    }
  },
  "787": {
    "inputs": {
      "upscale_method": "lanczos",
      "largest_size": 1000,
      "image": [
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      ]
    },
    "class_type": "ImageScaleToMaxDimension",
    "_meta": {
      "title": "Scale Image to Max Dimension (1000px)"
    }
  },
  "800": {
    "inputs": {
      "ckpt_name": "sam3.1_multiplex_fp16.safetensors"
    },
    "class_type": "CheckpointLoaderSimple",
    "_meta": {
      "title": "Load SAM3 Model"
    }
  },
  "801": {
    "inputs": {
      "text": "face:1, head:1, hair:1",
      "clip": [
        "800",
        1
      ]
    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "SAM3 Prompt (Main Image)"
    }
  },
  "802": {
    "inputs": {
      "text": "face:1, head:1, hair:1",
      "clip": [
        "800",
        1
      ]
    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "SAM3 Prompt (Reference Face)"
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  },
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    "inputs": {
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      "individual_masks": false,
      "model": [
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      "conditioning": [
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    },
    "class_type": "SAM3_Detect",
    "_meta": {
      "title": "Auto Mask - Main Image (head+hair)"
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  },
  "804": {
    "inputs": {
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      "refine_iterations": 2,
      "individual_masks": false,
      "model": [
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      "image": [
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      "conditioning": [
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    "class_type": "SAM3_Detect",
    "_meta": {
      "title": "Auto Mask - Reference Face (head+hair)"
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  },
  "805": {
    "inputs": {
      "mask": [
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    },
    "class_type": "MaskPreview",
    "_meta": {
      "title": "Mask Preview (Main)"
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  },
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    "inputs": {
      "mask": [
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      ]
    },
    "class_type": "MaskPreview",
    "_meta": {
      "title": "Mask Preview (Reference)"
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  },
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    "inputs": {
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      "tapered_corners": true,
      "mask": [
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    "class_type": "GrowMask",
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      "title": "Main: close gaps (+50)"
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  },
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    "inputs": {
      "masks": [
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    "class_type": "Mask Fill Holes",
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      "title": "Main: fill holes"
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  },
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    "inputs": {
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      "mask": [
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    "class_type": "GrowMask",
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      "title": "Main: restore edge (-50)"
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      "tapered_corners": true,
      "mask": [
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    "class_type": "GrowMask",
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      "title": "Ref: close gaps (+30)"
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  },
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    "inputs": {
      "masks": [
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    "class_type": "Mask Fill Holes",
    "_meta": {
      "title": "Ref: fill holes"
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  },
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    "inputs": {
      "expand": -30,
      "tapered_corners": true,
      "mask": [
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    },
    "class_type": "GrowMask",
    "_meta": {
      "title": "Ref: restore edge (-30)"
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  },
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    "inputs": {
      "text": "hairstyle:1, black hair:1, hair:1",
      "clip": [
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      ]
    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "SAM3 Prompt (Hair region)"
    }
  },
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    "inputs": {
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      "refine_iterations": 2,
      "individual_masks": false,
      "model": [
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      "image": [
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      "conditioning": [
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    },
    "class_type": "SAM3_Detect",
    "_meta": {
      "title": "Auto Mask - Hair (crop)"
    }
  },
  "936": {
    "inputs": {
      "text": "face:1, neck:1",
      "clip": [
        "800",
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      ]
    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "SAM3 Prompt (Face + Neck)"
    }
  },
  "937": {
    "inputs": {
      "threshold": 0.3,
      "refine_iterations": 2,
      "individual_masks": false,
      "model": [
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      ],
      "image": [
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      "conditioning": [
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    },
    "class_type": "SAM3_Detect",
    "_meta": {
      "title": "Auto Mask - Face+Neck (crop)"
    }
  },
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    "inputs": {
      "expand": 12,
      "tapered_corners": true,
      "mask": [
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    },
    "class_type": "GrowMask",
    "_meta": {
      "title": "Face+Neck: margin (+12)"
    }
  },
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      "operation": "multiply",
      "destination": [
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      "source": [
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    },
    "class_type": "MaskComposite",
    "_meta": {
      "title": "Hair ∩ Head"
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  },
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    "inputs": {
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      "operation": "subtract",
      "destination": [
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      "source": [
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      ]
    },
    "class_type": "MaskComposite",
    "_meta": {
      "title": "Hair only (Hair − Face/Neck)"
    }
  },
  "903": {
    "inputs": {
      "value": 1,
      "width": 1024,
      "height": 1024
    },
    "class_type": "SolidMask",
    "_meta": {
      "title": "얼굴 강도 상대값 (앱이 채움: 1 = KSampler denoise 와 같음)"
    }
  },
  "906": {
    "inputs": {
      "value": 1,
      "width": 1024,
      "height": 1024
    },
    "class_type": "SolidMask",
    "_meta": {
      "title": "머리 강도 상대값 (앱이 채움: 1 = KSampler denoise 와 같음)"
    }
  },
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    "inputs": {
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      "operation": "multiply",
      "destination": [
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      "source": [
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    },
    "class_type": "MaskComposite",
    "_meta": {
      "title": "Face strength × Head"
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  },
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      "operation": "multiply",
      "destination": [
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      "source": [
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    },
    "class_type": "MaskComposite",
    "_meta": {
      "title": "Hair strength × Hair"
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  },
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    "inputs": {
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      "operation": "subtract",
      "destination": [
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      ],
      "source": [
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    },
    "class_type": "MaskComposite",
    "_meta": {
      "title": "Face part (Head − Hair)"
    }
  },
  "909": {
    "inputs": {
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      "y": 0,
      "operation": "add",
      "destination": [
        "908",
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      ],
      "source": [
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      ]
    },
    "class_type": "MaskComposite",
    "_meta": {
      "title": "Strength map (face + hair)"
    }
  }
}