| { |
| "1": { |
| "class_type": "UNETLoader", |
| "inputs": { |
| "unet_name": "qwen_image_edit_2511_bf16.safetensors", |
| "weight_dtype": "default" |
| } |
| }, |
| "13": { |
| "class_type": "ModelSamplingAuraFlow", |
| "inputs": { |
| "model": [ |
| "53:6", |
| 0 |
| ], |
| "shift": 3.1 |
| } |
| }, |
| "14": { |
| "class_type": "CFGNorm", |
| "inputs": { |
| "model": [ |
| "13", |
| 0 |
| ], |
| "pre_cfg": false, |
| "strength": 1 |
| } |
| }, |
| "15": { |
| "_meta": { |
| "title": "upscale_input_to_max_size" |
| }, |
| "class_type": "PrimitiveBoolean", |
| "inputs": { |
| "value": true |
| } |
| }, |
| "16": { |
| "_meta": { |
| "title": "downscale_input_to_max_size" |
| }, |
| "class_type": "PrimitiveBoolean", |
| "inputs": { |
| "value": false |
| } |
| }, |
| "20": { |
| "_meta": { |
| "title": "Main Image" |
| }, |
| "class_type": "LoadImage", |
| "inputs": { |
| "image": "733427737_18059858666742129_6215894921112236726_n.jpg" |
| } |
| }, |
| "21": { |
| "_meta": { |
| "title": "Input max size (main)" |
| }, |
| "class_type": "PrimitiveInt", |
| "inputs": { |
| "value": 2048 |
| } |
| }, |
| "27": { |
| "_meta": { |
| "title": "Main image config" |
| }, |
| "class_type": "QwenEditConfigPreparer", |
| "inputs": { |
| "image": [ |
| "20", |
| 0 |
| ], |
| "ref_crop": "pad", |
| "ref_longest_edge": [ |
| "54:5", |
| 0 |
| ], |
| "ref_main_image": true, |
| "ref_upscale": "lanczos", |
| "to_ref": true, |
| "to_vl": true, |
| "vl_crop": "center", |
| "vl_resize": true, |
| "vl_target_size": 384, |
| "vl_upscale": "bicubic" |
| } |
| }, |
| "3": { |
| "class_type": "CLIPLoader", |
| "inputs": { |
| "clip_name": "qwen_2.5_vl_7b.safetensors", |
| "device": "default", |
| "type": "qwen_image" |
| } |
| }, |
| "4": { |
| "class_type": "VAELoader", |
| "inputs": { |
| "vae_name": "qwen_image_vae.safetensors" |
| } |
| }, |
| "40": { |
| "_meta": { |
| "title": "Qwen Edit Encode (prompt here)" |
| }, |
| "class_type": "TextEncodeQwenImageEditPlusCustom_lrzjason", |
| "inputs": { |
| "clip": [ |
| "3", |
| 0 |
| ], |
| "configs": [ |
| "27", |
| 0 |
| ], |
| "instruction": "", |
| "prompt": "Keep the person exactly as they are, unchanged. Regenerate the background into a sharp, photorealistic, high-detail version of the same scene: crisp focus, clean fine texture, natural depth and perspective. Remove all blur, bokeh, compression artifacts, noise and distortion from the background. Match the lighting, color temperature and white balance to the subject. High quality, ultra sharp details, 4k.", |
| "return_full_refs_cond": true, |
| "vae": [ |
| "4", |
| 0 |
| ] |
| } |
| }, |
| "41": { |
| "class_type": "QwenEditOutputExtractor", |
| "inputs": { |
| "custom_output": [ |
| "40", |
| 2 |
| ] |
| } |
| }, |
| "42": { |
| "_meta": { |
| "title": "Negative (zeroed)" |
| }, |
| "class_type": "ConditioningZeroOut", |
| "inputs": { |
| "conditioning": [ |
| "40", |
| 0 |
| ] |
| } |
| }, |
| "43": { |
| "class_type": "KSampler", |
| "inputs": { |
| "cfg": [ |
| "53:14", |
| 0 |
| ], |
| "denoise": 1, |
| "latent_image": [ |
| "40", |
| 1 |
| ], |
| "model": [ |
| "14", |
| 0 |
| ], |
| "negative": [ |
| "42", |
| 0 |
| ], |
| "positive": [ |
| "40", |
| 0 |
| ], |
| "sampler_name": "euler", |
| "scheduler": "simple", |
| "seed": 440984114065874, |
| "steps": [ |
| "53:11", |
| 0 |
| ] |
| } |
| }, |
| "44": { |
| "class_type": "VAEDecode", |
| "inputs": { |
| "samples": [ |
| "43", |
| 0 |
| ], |
| "vae": [ |
| "4", |
| 0 |
| ] |
| } |
| }, |
| "45": { |
| "_meta": { |
| "title": "Remove padding" |
| }, |
| "class_type": "CropWithPadInfo", |
| "inputs": { |
| "image": [ |
| "44", |
| 0 |
| ], |
| "pad_info": [ |
| "41", |
| 0 |
| ] |
| } |
| }, |
| "5": { |
| "_meta": { |
| "title": "Sampling mode: 1=4-step / 2=8-step / 3=quality" |
| }, |
| "class_type": "PrimitiveInt", |
| "inputs": { |
| "value": 1 |
| } |
| }, |
| "50": { |
| "class_type": "SaveImage", |
| "inputs": { |
| "filename_prefix": "qwen-bg-enhance", |
| "images": [ |
| "63", |
| 0 |
| ] |
| } |
| }, |
| "52": { |
| "_meta": { |
| "title": "User LoRAs" |
| }, |
| "class_type": "Power Lora Loader (rgthree)", |
| "inputs": { |
| "lora_1": { |
| "lora": "Qwen_LoRA_Skin_Fix_v2.safetensors", |
| "on": false, |
| "strength": 1, |
| "strengthTwo": null |
| }, |
| "lora_2": { |
| "lora": "Qwen_LoRA_Amateur_Photo_v1.safetensors", |
| "on": false, |
| "strength": 1, |
| "strengthTwo": null |
| }, |
| "model": [ |
| "1", |
| 0 |
| ] |
| } |
| }, |
| "53:1": { |
| "_meta": { |
| "title": "LoRA: Lightning 4 steps" |
| }, |
| "class_type": "LoraLoaderModelOnly", |
| "inputs": { |
| "lora_name": "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors", |
| "model": [ |
| "52", |
| 0 |
| ], |
| "strength_model": 1 |
| } |
| }, |
| "53:10": { |
| "_meta": { |
| "title": "Steps switch 4/8" |
| }, |
| "class_type": "ComfySwitchNode", |
| "inputs": { |
| "on_false": [ |
| "53:7", |
| 0 |
| ], |
| "on_true": [ |
| "53:8", |
| 0 |
| ], |
| "switch": [ |
| "53:3", |
| 2 |
| ] |
| } |
| }, |
| "53:11": { |
| "_meta": { |
| "title": "Steps switch quality" |
| }, |
| "class_type": "ComfySwitchNode", |
| "inputs": { |
| "on_false": [ |
| "53:10", |
| 0 |
| ], |
| "on_true": [ |
| "53:9", |
| 0 |
| ], |
| "switch": [ |
| "53:4", |
| 2 |
| ] |
| } |
| }, |
| "53:12": { |
| "_meta": { |
| "title": "CFG (lightning)" |
| }, |
| "class_type": "PrimitiveFloat", |
| "inputs": { |
| "value": 1.0 |
| } |
| }, |
| "53:13": { |
| "_meta": { |
| "title": "CFG (quality)" |
| }, |
| "class_type": "PrimitiveFloat", |
| "inputs": { |
| "value": 3.0 |
| } |
| }, |
| "53:14": { |
| "_meta": { |
| "title": "CFG switch" |
| }, |
| "class_type": "ComfySwitchNode", |
| "inputs": { |
| "on_false": [ |
| "53:12", |
| 0 |
| ], |
| "on_true": [ |
| "53:13", |
| 0 |
| ], |
| "switch": [ |
| "53:4", |
| 2 |
| ] |
| } |
| }, |
| "53:2": { |
| "_meta": { |
| "title": "LoRA: Lightning 8 steps" |
| }, |
| "class_type": "LoraLoaderModelOnly", |
| "inputs": { |
| "lora_name": "Qwen-Image-Edit-2511-Lightning-8steps-V1.0-bf16.safetensors", |
| "model": [ |
| "52", |
| 0 |
| ], |
| "strength_model": 1 |
| } |
| }, |
| "53:3": { |
| "_meta": { |
| "title": "is 8-step (mode == 2)" |
| }, |
| "class_type": "ComfyMathExpression", |
| "inputs": { |
| "expression": "a == 2", |
| "values.a": [ |
| "5", |
| 0 |
| ] |
| } |
| }, |
| "53:4": { |
| "_meta": { |
| "title": "is quality (mode == 3)" |
| }, |
| "class_type": "ComfyMathExpression", |
| "inputs": { |
| "expression": "a == 3", |
| "values.a": [ |
| "5", |
| 0 |
| ] |
| } |
| }, |
| "53:5": { |
| "_meta": { |
| "title": "Model switch 4/8" |
| }, |
| "class_type": "ComfySwitchNode", |
| "inputs": { |
| "on_false": [ |
| "53:1", |
| 0 |
| ], |
| "on_true": [ |
| "53:2", |
| 0 |
| ], |
| "switch": [ |
| "53:3", |
| 2 |
| ] |
| } |
| }, |
| "53:6": { |
| "_meta": { |
| "title": "Model switch quality" |
| }, |
| "class_type": "ComfySwitchNode", |
| "inputs": { |
| "on_false": [ |
| "53:5", |
| 0 |
| ], |
| "on_true": [ |
| "52", |
| 0 |
| ], |
| "switch": [ |
| "53:4", |
| 2 |
| ] |
| } |
| }, |
| "53:7": { |
| "_meta": { |
| "title": "Steps (4-step)" |
| }, |
| "class_type": "PrimitiveInt", |
| "inputs": { |
| "value": 4 |
| } |
| }, |
| "53:8": { |
| "_meta": { |
| "title": "Steps (8-step)" |
| }, |
| "class_type": "PrimitiveInt", |
| "inputs": { |
| "value": 8 |
| } |
| }, |
| "53:9": { |
| "_meta": { |
| "title": "Steps (quality)" |
| }, |
| "class_type": "PrimitiveInt", |
| "inputs": { |
| "value": 12 |
| } |
| }, |
| "54:1": { |
| "_meta": { |
| "title": "native edge" |
| }, |
| "class_type": "MathExpression|pysssss", |
| "inputs": { |
| "a": [ |
| "20", |
| 0 |
| ], |
| "expression": "max(a.width, a.height)" |
| } |
| }, |
| "54:2": { |
| "_meta": { |
| "title": "upscaled edge" |
| }, |
| "class_type": "MathExpression|pysssss", |
| "inputs": { |
| "a": [ |
| "20", |
| 0 |
| ], |
| "c": [ |
| "21", |
| 0 |
| ], |
| "expression": "max(a.width, a.height, c)" |
| } |
| }, |
| "54:3": { |
| "_meta": { |
| "title": "apply upscale" |
| }, |
| "class_type": "ComfySwitchNode", |
| "inputs": { |
| "on_false": [ |
| "54:1", |
| 0 |
| ], |
| "on_true": [ |
| "54:2", |
| 0 |
| ], |
| "switch": [ |
| "15", |
| 0 |
| ] |
| } |
| }, |
| "54:4": { |
| "_meta": { |
| "title": "downscaled edge" |
| }, |
| "class_type": "MathExpression|pysssss", |
| "inputs": { |
| "a": [ |
| "54:3", |
| 0 |
| ], |
| "c": [ |
| "21", |
| 0 |
| ], |
| "expression": "min(a, c)" |
| } |
| }, |
| "54:5": { |
| "_meta": { |
| "title": "apply downscale" |
| }, |
| "class_type": "ComfySwitchNode", |
| "inputs": { |
| "on_false": [ |
| "54:3", |
| 0 |
| ], |
| "on_true": [ |
| "54:4", |
| 0 |
| ], |
| "switch": [ |
| "16", |
| 0 |
| ] |
| } |
| }, |
| "60": { |
| "_meta": { |
| "title": "Segment PERSON (SAM3)" |
| }, |
| "class_type": "SAM3Segment", |
| "inputs": { |
| "background": "Alpha", |
| "confidence_threshold": 0.5, |
| "device": "Auto", |
| "image": [ |
| "20", |
| 0 |
| ], |
| "invert_output": false, |
| "mask_blur": 0, |
| "mask_offset": 0, |
| "max_segments": 0, |
| "output_mode": "Merged", |
| "prompt": "person", |
| "segment_pick": 0, |
| "unload_model": false |
| } |
| }, |
| "61": { |
| "_meta": { |
| "title": "Person keep mask (grow+feather)" |
| }, |
| "class_type": "GrowMaskWithBlur", |
| "inputs": { |
| "blur_radius": 12.0, |
| "decay_factor": 1.0, |
| "expand": 6, |
| "fill_holes": true, |
| "flip_input": false, |
| "incremental_expandrate": 0.0, |
| "lerp_alpha": 1.0, |
| "mask": [ |
| "60", |
| 1 |
| ], |
| "tapered_corners": true |
| } |
| }, |
| "62": { |
| "_meta": { |
| "title": "Resize to original size" |
| }, |
| "class_type": "ImageResizeKJ", |
| "inputs": { |
| "crop": "disabled", |
| "divisible_by": 0, |
| "get_image_size": [ |
| "20", |
| 0 |
| ], |
| "height": 1024, |
| "image": [ |
| "45", |
| 0 |
| ], |
| "keep_proportion": false, |
| "upscale_method": "lanczos", |
| "width": 1024 |
| } |
| }, |
| "63": { |
| "_meta": { |
| "title": "Original person over new background" |
| }, |
| "class_type": "ImageCompositeMasked", |
| "inputs": { |
| "destination": [ |
| "62", |
| 0 |
| ], |
| "mask": [ |
| "61", |
| 0 |
| ], |
| "resize_source": false, |
| "source": [ |
| "20", |
| 0 |
| ], |
| "x": 0, |
| "y": 0 |
| } |
| } |
| } |
|
|
