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https://huggingface.co/spaces/sunyoung00/SPAO/resolve/main/workflow_api.json
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curl -L -o workflow_api.json https://huggingface.co/spaces/sunyoung00/SPAO/resolve/main/workflow_api.json
13.9 kB
| { | |
| "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" | |
| } | |
| }, | |
| "66": { | |
| "inputs": { | |
| "shift": 3, | |
| "sampling": "flow", | |
| "model": [ | |
| "218", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ModelSamplingAuraFlow", | |
| "_meta": { | |
| "title": "모델 샘플링 (AuraFlow)" | |
| } | |
| }, | |
| "75": { | |
| "inputs": { | |
| "strength": 1, | |
| "pre_cfg": false, | |
| "model": [ | |
| "66", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CFGNorm", | |
| "_meta": { | |
| "title": "CFGNorm" | |
| } | |
| }, | |
| "88": { | |
| "inputs": { | |
| "pixels": [ | |
| "340", | |
| 1 | |
| ], | |
| "vae": [ | |
| "39", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VAEEncode", | |
| "_meta": { | |
| "title": "VAE 인코드" | |
| } | |
| }, | |
| "110": { | |
| "inputs": { | |
| "prompt": "(side-view:1.5), (looking away:1.5), (head turned:1.2)", | |
| "clip": [ | |
| "38", | |
| 0 | |
| ], | |
| "vae": [ | |
| "39", | |
| 0 | |
| ], | |
| "image1": [ | |
| "277", | |
| 0 | |
| ], | |
| "image2": [ | |
| "340", | |
| 1 | |
| ], | |
| "image3": [ | |
| "129", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "TextEncodeQwenImageEditPlus", | |
| "_meta": { | |
| "title": "TextEncodeQwenImageEditPlus(negative)" | |
| } | |
| }, | |
| "111": { | |
| "inputs": { | |
| "prompt": "combine the body from first image with the head from the second image, seamless blend, natural lighting, consistent skin tone", | |
| "clip": [ | |
| "38", | |
| 0 | |
| ], | |
| "vae": [ | |
| "39", | |
| 0 | |
| ], | |
| "image1": [ | |
| "277", | |
| 0 | |
| ], | |
| "image2": [ | |
| "340", | |
| 1 | |
| ], | |
| "image3": [ | |
| "129", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "TextEncodeQwenImageEditPlus", | |
| "_meta": { | |
| "title": "텍스트 인코드 Qwen Image Edit Plus" | |
| } | |
| }, | |
| "129": { | |
| "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": [ | |
| "183", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "DWPreprocessor", | |
| "_meta": { | |
| "title": "DWPose Estimator" | |
| } | |
| }, | |
| "172": { | |
| "inputs": { | |
| "width": [ | |
| "183", | |
| 1 | |
| ], | |
| "height": [ | |
| "183", | |
| 2 | |
| ], | |
| "keep_proportions": true, | |
| "upscale_method": "nearest-exact", | |
| "crop": "disabled", | |
| "mask": [ | |
| "177", | |
| 2 | |
| ] | |
| }, | |
| "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": [ | |
| "786", | |
| 0 | |
| ], | |
| "mask": [ | |
| "809", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "InpaintCropImproved", | |
| "_meta": { | |
| "title": "✂️ Inpaint Crop (Improved)" | |
| } | |
| }, | |
| "183": { | |
| "inputs": { | |
| "width": 1024, | |
| "height": 1024, | |
| "interpolation": "lanczos", | |
| "method": "keep proportion", | |
| "condition": "downscale if bigger", | |
| "multiple_of": 0, | |
| "image": [ | |
| "177", | |
| 1 | |
| ] | |
| }, | |
| "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": [ | |
| "652", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LoraLoaderModelOnly", | |
| "_meta": { | |
| "title": "LoRA 로드 (모델 전용)" | |
| } | |
| }, | |
| "247": { | |
| "inputs": { | |
| "fill": "telea", | |
| "falloff": 0, | |
| "image": [ | |
| "183", | |
| 0 | |
| ], | |
| "mask": [ | |
| "172", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "INPAINT_MaskedFill", | |
| "_meta": { | |
| "title": "Fill Masked Area" | |
| } | |
| }, | |
| "277": { | |
| "inputs": { | |
| "blur": 200, | |
| "falloff": 0, | |
| "image": [ | |
| "247", | |
| 0 | |
| ], | |
| "mask": [ | |
| "172", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "INPAINT_MaskedBlur", | |
| "_meta": { | |
| "title": "Blur Masked Area" | |
| } | |
| }, | |
| "316": { | |
| "inputs": { | |
| "amount": 10, | |
| "device": "auto", | |
| "mask": [ | |
| "172", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "MaskBlur+", | |
| "_meta": { | |
| "title": "🔧 Mask Blur" | |
| } | |
| }, | |
| "329": { | |
| "inputs": { | |
| "prompt": "place this character into the image", | |
| "clip": [ | |
| "38", | |
| 0 | |
| ], | |
| "vae": [ | |
| "39", | |
| 0 | |
| ], | |
| "image1": [ | |
| "183", | |
| 0 | |
| ], | |
| "image2": [ | |
| "340", | |
| 1 | |
| ], | |
| "image3": [ | |
| "129", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "TextEncodeQwenImageEditPlus", | |
| "_meta": { | |
| "title": "텍스트 인코드 Qwen Image Edit Plus" | |
| } | |
| }, | |
| "340": { | |
| "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": 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": [ | |
| "787", | |
| 0 | |
| ], | |
| "mask": [ | |
| "812", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "InpaintCropImproved", | |
| "_meta": { | |
| "title": "✂️ Inpaint Crop (Improved)" | |
| } | |
| }, | |
| "385": { | |
| "inputs": { | |
| "noise_mask": true, | |
| "positive": [ | |
| "111", | |
| 0 | |
| ], | |
| "negative": [ | |
| "110", | |
| 0 | |
| ], | |
| "vae": [ | |
| "39", | |
| 0 | |
| ], | |
| "pixels": [ | |
| "183", | |
| 0 | |
| ], | |
| "mask": [ | |
| "316", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "InpaintModelConditioning", | |
| "_meta": { | |
| "title": "인페인팅 모델 조건 설정" | |
| } | |
| }, | |
| "387": { | |
| "inputs": { | |
| "strength": 1, | |
| "model": [ | |
| "75", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "DifferentialDiffusion", | |
| "_meta": { | |
| "title": "차등 확산" | |
| } | |
| }, | |
| "396": { | |
| "inputs": { | |
| "conditioning": [ | |
| "329", | |
| 0 | |
| ], | |
| "latent": [ | |
| "88", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ReferenceLatent", | |
| "_meta": { | |
| "title": "참조 잠재" | |
| } | |
| }, | |
| "494": { | |
| "inputs": { | |
| "samples": [ | |
| "781", | |
| 0 | |
| ], | |
| "vae": [ | |
| "39", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VAEDecode", | |
| "_meta": { | |
| "title": "VAE 디코드" | |
| } | |
| }, | |
| "518": { | |
| "inputs": { | |
| "stitcher": [ | |
| "177", | |
| 0 | |
| ], | |
| "inpainted_image": [ | |
| "494", | |
| 0 | |
| ] | |
| }, | |
| "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", | |
| 0 | |
| ], | |
| "height": [ | |
| "772", | |
| 1 | |
| ], | |
| "interpolation": "lanczos", | |
| "method": "keep proportion", | |
| "condition": "always", | |
| "multiple_of": 0, | |
| "image": [ | |
| "518", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageResize+", | |
| "_meta": { | |
| "title": "🔧 Image Resize" | |
| } | |
| }, | |
| "760": { | |
| "inputs": { | |
| "filename_prefix": "ComfyUI", | |
| "images": [ | |
| "716", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SaveImage", | |
| "_meta": { | |
| "title": "Image Save(Output)" | |
| } | |
| }, | |
| "772": { | |
| "inputs": { | |
| "image": [ | |
| "645", | |
| 0 | |
| ] | |
| }, | |
| "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": [ | |
| "387", | |
| 0 | |
| ], | |
| "positive": [ | |
| "385", | |
| 0 | |
| ], | |
| "negative": [ | |
| "385", | |
| 1 | |
| ], | |
| "latent_image": [ | |
| "385", | |
| 2 | |
| ] | |
| }, | |
| "class_type": "KSampler", | |
| "_meta": { | |
| "title": "KSampler" | |
| } | |
| }, | |
| "786": { | |
| "inputs": { | |
| "upscale_method": "lanczos", | |
| "largest_size": 2000, | |
| "image": [ | |
| "645", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageScaleToMaxDimension", | |
| "_meta": { | |
| "title": "Scale Image to Max Dimension (2000px)" | |
| } | |
| }, | |
| "787": { | |
| "inputs": { | |
| "upscale_method": "lanczos", | |
| "largest_size": 1000, | |
| "image": [ | |
| "646", | |
| 0 | |
| ] | |
| }, | |
| "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)" | |
| } | |
| }, | |
| "803": { | |
| "inputs": { | |
| "threshold": 0.3, | |
| "refine_iterations": 2, | |
| "individual_masks": false, | |
| "model": [ | |
| "800", | |
| 0 | |
| ], | |
| "image": [ | |
| "786", | |
| 0 | |
| ], | |
| "conditioning": [ | |
| "801", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SAM3_Detect", | |
| "_meta": { | |
| "title": "Auto Mask - Main Image (head+hair)" | |
| } | |
| }, | |
| "804": { | |
| "inputs": { | |
| "threshold": 0.3, | |
| "refine_iterations": 2, | |
| "individual_masks": false, | |
| "model": [ | |
| "800", | |
| 0 | |
| ], | |
| "image": [ | |
| "787", | |
| 0 | |
| ], | |
| "conditioning": [ | |
| "802", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SAM3_Detect", | |
| "_meta": { | |
| "title": "Auto Mask - Reference Face (head+hair)" | |
| } | |
| }, | |
| "805": { | |
| "inputs": { | |
| "mask": [ | |
| "809", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "MaskPreview", | |
| "_meta": { | |
| "title": "Mask Preview (Main)" | |
| } | |
| }, | |
| "806": { | |
| "inputs": { | |
| "mask": [ | |
| "812", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "MaskPreview", | |
| "_meta": { | |
| "title": "Mask Preview (Reference)" | |
| } | |
| }, | |
| "807": { | |
| "inputs": { | |
| "expand": 50, | |
| "tapered_corners": true, | |
| "mask": [ | |
| "803", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GrowMask", | |
| "_meta": { | |
| "title": "Main: close gaps (+50)" | |
| } | |
| }, | |
| "808": { | |
| "inputs": { | |
| "masks": [ | |
| "807", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "Mask Fill Holes", | |
| "_meta": { | |
| "title": "Main: fill holes" | |
| } | |
| }, | |
| "809": { | |
| "inputs": { | |
| "expand": -50, | |
| "tapered_corners": true, | |
| "mask": [ | |
| "808", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GrowMask", | |
| "_meta": { | |
| "title": "Main: restore edge (-50)" | |
| } | |
| }, | |
| "810": { | |
| "inputs": { | |
| "expand": 30, | |
| "tapered_corners": true, | |
| "mask": [ | |
| "804", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GrowMask", | |
| "_meta": { | |
| "title": "Ref: close gaps (+30)" | |
| } | |
| }, | |
| "811": { | |
| "inputs": { | |
| "masks": [ | |
| "810", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "Mask Fill Holes", | |
| "_meta": { | |
| "title": "Ref: fill holes" | |
| } | |
| }, | |
| "812": { | |
| "inputs": { | |
| "expand": -30, | |
| "tapered_corners": true, | |
| "mask": [ | |
| "811", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GrowMask", | |
| "_meta": { | |
| "title": "Ref: restore edge (-30)" | |
| } | |
| } | |
| } |