diff --git a/.gitignore b/.gitignore index a547bf36d..5c9ee40e1 100644 --- a/.gitignore +++ b/.gitignore @@ -22,3 +22,6 @@ dist-ssr *.njsproj *.sln *.sw? + +# Ignore test data. +tests-ui/data/ diff --git a/tests-ui/data/object_info.json b/tests-ui/data/object_info.json deleted file mode 100644 index 3d664092c..000000000 --- a/tests-ui/data/object_info.json +++ /dev/null @@ -1,57663 +0,0 @@ -{ - "KSampler": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "seed": [ - "INT", - { - "default": 0, - "min": 0, - "max": 18446744073709552000 - } - ], - "steps": [ - "INT", - { - "default": 20, - "min": 1, - "max": 10000 - } - ], - "cfg": [ - "FLOAT", - { - "default": 8, - "min": 0, - "max": 100, - "step": 0.1, - "round": 0.01 - } - ], - "sampler_name": [ - [ - "euler", - "euler_ancestral", - "heun", - "heunpp2", - "dpm_2", - "dpm_2_ancestral", - "lms", - "dpm_fast", - "dpm_adaptive", - "dpmpp_2s_ancestral", - "dpmpp_sde", - "dpmpp_sde_gpu", - "dpmpp_2m", - "dpmpp_2m_sde", - "dpmpp_2m_sde_gpu", - "dpmpp_3m_sde", - "dpmpp_3m_sde_gpu", - "ddpm", - "lcm", - "ddim", - "uni_pc", - "uni_pc_bh2" - ] - ], - "scheduler": [ - [ - "normal", - "karras", - "exponential", - "sgm_uniform", - "simple", - "ddim_uniform" - ] - ], - "positive": [ - "CONDITIONING" - ], - "negative": [ - "CONDITIONING" - ], - "latent_image": [ - "LATENT" - ], - "denoise": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "KSampler", - "display_name": "KSampler", - "description": "", - "category": "sampling", - "output_node": false - }, - "CheckpointLoaderSimple": { - "input": { - "required": { - "ckpt_name": [ - [ - "model1.safetensors", - "model2.ckpt" - ] - ] - } - }, - "output": [ - "MODEL", - "CLIP", - "VAE" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "MODEL", - "CLIP", - "VAE" - ], - "name": "CheckpointLoaderSimple", - "display_name": "Load Checkpoint", - "description": "", - "category": "loaders", - "output_node": false - }, - "CLIPTextEncode": { - "input": { - "required": { - "text": [ - "STRING", - { - "multiline": true, - "dynamicPrompts": true - } - ], - "clip": [ - "CLIP" - ] - } - }, - "output": [ - "CONDITIONING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "CONDITIONING" - ], - "name": "CLIPTextEncode", - "display_name": "CLIP Text Encode (Prompt)", - "description": "", - "category": "conditioning", - "output_node": false - }, - "CLIPSetLastLayer": { - "input": { - "required": { - "clip": [ - "CLIP" - ], - "stop_at_clip_layer": [ - "INT", - { - "default": -1, - "min": -24, - "max": -1, - "step": 1 - } - ] - } - }, - "output": [ - "CLIP" - ], - "output_is_list": [ - false - ], - "output_name": [ - "CLIP" - ], - "name": "CLIPSetLastLayer", - "display_name": "CLIP Set Last Layer", - "description": "", - "category": "conditioning", - "output_node": false - }, - "VAEDecode": { - "input": { - "required": { - "samples": [ - "LATENT" - ], - "vae": [ - "VAE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "VAEDecode", - "display_name": "VAE Decode", - "description": "", - "category": "latent", - "output_node": false - }, - "VAEEncode": { - "input": { - "required": { - "pixels": [ - "IMAGE" - ], - "vae": [ - "VAE" - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "VAEEncode", - "display_name": "VAE Encode", - "description": "", - "category": "latent", - "output_node": false - }, - "VAEEncodeForInpaint": { - "input": { - "required": { - "pixels": [ - "IMAGE" - ], - "vae": [ - "VAE" - ], - "mask": [ - "MASK" - ], - "grow_mask_by": [ - "INT", - { - "default": 6, - "min": 0, - "max": 64, - "step": 1 - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "VAEEncodeForInpaint", - "display_name": "VAE Encode (for Inpainting)", - "description": "", - "category": "latent/inpaint", - "output_node": false - }, - "VAELoader": { - "input": { - "required": { - "vae_name": [ - [ - "vae1.safetensors", - "vae2.ckpt" - ] - ] - } - }, - "output": [ - "VAE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "VAE" - ], - "name": "VAELoader", - "display_name": "Load VAE", - "description": "", - "category": "loaders", - "output_node": false - }, - "EmptyLatentImage": { - "input": { - "required": { - "width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 16384, - "step": 8 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 16384, - "step": 8 - } - ], - "batch_size": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096 - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "EmptyLatentImage", - "display_name": "Empty Latent Image", - "description": "", - "category": "latent", - "output_node": false - }, - "LatentUpscale": { - "input": { - "required": { - "samples": [ - "LATENT" - ], - "upscale_method": [ - [ - "nearest-exact", - "bilinear", - "area", - "bicubic", - "bislerp" - ] - ], - "width": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "crop": [ - [ - "disabled", - "center" - ] - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "LatentUpscale", - "display_name": "Upscale Latent", - "description": "", - "category": "latent", - "output_node": false - }, - "LatentUpscaleBy": { - "input": { - "required": { - "samples": [ - "LATENT" - ], - "upscale_method": [ - [ - "nearest-exact", - "bilinear", - "area", - "bicubic", - "bislerp" - ] - ], - "scale_by": [ - "FLOAT", - { - "default": 1.5, - "min": 0.01, - "max": 8, - "step": 0.01 - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "LatentUpscaleBy", - "display_name": "Upscale Latent By", - "description": "", - "category": "latent", - "output_node": false - }, - "LatentFromBatch": { - "input": { - "required": { - "samples": [ - "LATENT" - ], - "batch_index": [ - "INT", - { - "default": 0, - "min": 0, - "max": 63 - } - ], - "length": [ - "INT", - { - "default": 1, - "min": 1, - "max": 64 - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "LatentFromBatch", - "display_name": "Latent From Batch", - "description": "", - "category": "latent/batch", - "output_node": false - }, - "RepeatLatentBatch": { - "input": { - "required": { - "samples": [ - "LATENT" - ], - "amount": [ - "INT", - { - "default": 1, - "min": 1, - "max": 64 - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "RepeatLatentBatch", - "display_name": "Repeat Latent Batch", - "description": "", - "category": "latent/batch", - "output_node": false - }, - "SaveImage": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "filename_prefix": [ - "STRING", - { - "default": "ComfyUI" - } - ] - }, - "hidden": { - "prompt": "PROMPT", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "SaveImage", - "display_name": "Save Image", - "description": "", - "category": "image", - "output_node": true - }, - "PreviewImage": { - "input": { - "required": { - "images": [ - "IMAGE" - ] - }, - "hidden": { - "prompt": "PROMPT", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "PreviewImage", - "display_name": "Preview Image", - "description": "", - "category": "image", - "output_node": true - }, - "LoadImage": { - "input": { - "required": { - "image": [ - [ - "00000-2427730660.png", - "00006-2966685768 (1).png", - "00006-2966685768.png", - "00023-3076193459.png", - "00066-4225385850.png", - "00138-648843619.png", - "1 (1).webp", - "1.webp", - "15.png", - "3.webp", - "309219693-e7e2d80e-ffbe-4724-812a-5139a88027e3.png", - "322326752-b89a2151-df43-4137-a297-deb70fbda27c.png", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe (1).jpg", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe (2).jpg", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe.jpg", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (1).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (2).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (3).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2.png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269 (1).png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269 (2).png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269.png", - "35877b78-8568-4242-8d87-9c9f3f69c238 (1).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (2).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (3).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (4).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (5).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238.jpeg", - "360_F_244328590_RiyvTqK8DUKDX6GSHj3JVMjiuJnwhu0y.jpg", - "4.jpg", - "4.webp", - "5.webp", - "5b57323c40b09034008b45e7.webp", - "8 (1).webp", - "8.webp", - "GNb-BZSbwAAHX4z.jpg", - "IMG_1354.JPG", - "IMG_1563.png", - "Image_20230919232822.jpg", - "RGBMask (1).png", - "RGBMask.png", - "blended.png", - "chair.png", - "demo2.png", - "dog (1).png", - "dog (2).png", - "dog.png", - "dog512.png", - "example.png", - "i3 (1).png", - "i3.png", - "iris.png", - "mask.png", - "old_man.png", - "pngtree-science-and-technology-space-station-light-effect-background-image_2049440.jpg", - "s-l1200 (1).jpg", - "s-l1200.jpg", - "tong(1) (1).png", - "tong(1).png", - "unnamed.jpg" - ], - { - "image_upload": true - } - ] - } - }, - "output": [ - "IMAGE", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "IMAGE", - "MASK" - ], - "name": "LoadImage", - "display_name": "Load Image", - "description": "", - "category": "image", - "output_node": false - }, - "LoadImageMask": { - "input": { - "required": { - "image": [ - [ - "00000-2427730660.png", - "00006-2966685768 (1).png", - "00006-2966685768.png", - "00023-3076193459.png", - "00066-4225385850.png", - "00138-648843619.png", - "1 (1).webp", - "1.webp", - "15.png", - "3.webp", - "309219693-e7e2d80e-ffbe-4724-812a-5139a88027e3.png", - "322326752-b89a2151-df43-4137-a297-deb70fbda27c.png", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe (1).jpg", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe (2).jpg", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe.jpg", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (1).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (2).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (3).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2.png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269 (1).png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269 (2).png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269.png", - "35877b78-8568-4242-8d87-9c9f3f69c238 (1).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (2).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (3).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (4).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (5).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238.jpeg", - "360_F_244328590_RiyvTqK8DUKDX6GSHj3JVMjiuJnwhu0y.jpg", - "4.jpg", - "4.webp", - "5.webp", - "5b57323c40b09034008b45e7.webp", - "8 (1).webp", - "8.webp", - "GNb-BZSbwAAHX4z.jpg", - "IMG_1354.JPG", - "IMG_1563.png", - "Image_20230919232822.jpg", - "RGBMask (1).png", - "RGBMask.png", - "blended.png", - "chair.png", - "demo2.png", - "dog (1).png", - "dog (2).png", - "dog.png", - "dog512.png", - "example.png", - "i3 (1).png", - "i3.png", - "iris.png", - "mask.png", - "old_man.png", - "pngtree-science-and-technology-space-station-light-effect-background-image_2049440.jpg", - "s-l1200 (1).jpg", - "s-l1200.jpg", - "tong(1) (1).png", - "tong(1).png", - "unnamed.jpg" - ], - { - "image_upload": true - } - ], - "channel": [ - [ - "alpha", - "red", - "green", - "blue" - ] - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "LoadImageMask", - "display_name": "Load Image (as Mask)", - "description": "", - "category": "mask", - "output_node": false - }, - "ImageScale": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "upscale_method": [ - [ - "nearest-exact", - "bilinear", - "area", - "bicubic", - "lanczos" - ] - ], - "width": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 1 - } - ], - "crop": [ - [ - "disabled", - "center" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageScale", - "display_name": "Upscale Image", - "description": "", - "category": "image/upscaling", - "output_node": false - }, - "ImageScaleBy": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "upscale_method": [ - [ - "nearest-exact", - "bilinear", - "area", - "bicubic", - "lanczos" - ] - ], - "scale_by": [ - "FLOAT", - { - "default": 1, - "min": 0.01, - "max": 8, - "step": 0.01 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageScaleBy", - "display_name": "Upscale Image By", - "description": "", - "category": "image/upscaling", - "output_node": false - }, - "ImageInvert": { - "input": { - "required": { - "image": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageInvert", - "display_name": "Invert Image", - "description": "", - "category": "image", - "output_node": false - }, - "ImageBatch": { - "input": { - "required": { - "image1": [ - "IMAGE" - ], - "image2": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageBatch", - "display_name": "Batch Images", - "description": "", - "category": "image", - "output_node": false - }, - "ImagePadForOutpaint": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "left": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "top": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "right": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "bottom": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "feathering": [ - "INT", - { - "default": 40, - "min": 0, - "max": 16384, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "IMAGE", - "MASK" - ], - "name": "ImagePadForOutpaint", - "display_name": "Pad Image for Outpainting", - "description": "", - "category": "image", - "output_node": false - }, - "EmptyImage": { - "input": { - "required": { - "width": [ - "INT", - { - "default": 512, - "min": 1, - "max": 16384, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 1, - "max": 16384, - "step": 1 - } - ], - "batch_size": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096 - } - ], - "color": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16777215, - "step": 1, - "display": "color" - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "EmptyImage", - "display_name": "EmptyImage", - "description": "", - "category": "image", - "output_node": false - }, - "ConditioningAverage": { - "input": { - "required": { - "conditioning_to": [ - "CONDITIONING" - ], - "conditioning_from": [ - "CONDITIONING" - ], - "conditioning_to_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ] - } - }, - "output": [ - "CONDITIONING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "CONDITIONING" - ], - "name": "ConditioningAverage", - "display_name": "ConditioningAverage", - "description": "", - "category": "conditioning", - "output_node": false - }, - "ConditioningCombine": { - "input": { - "required": { - "conditioning_1": [ - "CONDITIONING" - ], - "conditioning_2": [ - "CONDITIONING" - ] - } - }, - "output": [ - "CONDITIONING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "CONDITIONING" - ], - "name": "ConditioningCombine", - "display_name": "Conditioning (Combine)", - "description": "", - "category": "conditioning", - "output_node": false - }, - "ConditioningConcat": { - "input": { - "required": { - "conditioning_to": [ - "CONDITIONING" - ], - "conditioning_from": [ - "CONDITIONING" - ] - } - }, - "output": [ - "CONDITIONING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "CONDITIONING" - ], - "name": "ConditioningConcat", - "display_name": "Conditioning (Concat)", - "description": "", - "category": "conditioning", - "output_node": false - 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"IMAGE" - ], - "channel": [ - [ - "red", - "green", - "blue" - ] - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "easy imageToMask", - "display_name": "ImageToMask", - "description": "", - "category": "EasyUse/Image", - "output_node": false - }, - "easy imageSplitList": { - "input": { - "required": { - "images": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE", - "IMAGE", - "IMAGE" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "images", - "images", - "images" - ], - "name": "easy imageSplitList", - "display_name": "imageSplitList", - "description": "", - "category": "EasyUse/Image", - "output_node": false - }, - "easy imageSave": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "filename_prefix": [ - "STRING", - { - "default": "ComfyUI" - } - ], - "only_preview": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "hidden": { - "prompt": "PROMPT", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "easy imageSave", - "display_name": "SaveImage (Simple)", - "description": "", - "category": "EasyUse/Image", - "output_node": true - }, - "easy imageRemBg": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "rem_mode": [ - [ - "RMBG-1.4" - ] - ], - "image_output": [ - [ - "Hide", - "Preview", - "Save", - "Hide/Save" - ], - { - "default": "Preview" - } - ], - "save_prefix": [ - "STRING", - { - "default": "ComfyUI" - } - ] - }, - "hidden": { - "prompt": "PROMPT", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [ - "IMAGE", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "image", - "mask" - ], - "name": "easy imageRemBg", - "display_name": "Image Remove Bg", - "description": "", - "category": "EasyUse/Image", - "output_node": true - }, - "easy joinImageBatch": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "mode": [ - [ - "horizontal", - "vertical" - ], - { - "default": "horizontal" - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "image" - ], - "name": "easy joinImageBatch", - "display_name": "JoinImageBatch", - "description": "", - "category": "EasyUse/Image", - "output_node": false - }, - "easy poseEditor": { - "input": { - "required": { - "image": [ - [ - "ComfyUI_temp_cfdai_00001_.png", - "ComfyUI_temp_cfdai_00002_.png", - "ComfyUI_temp_cfdai_00003_.png", - "ComfyUI_temp_cfdai_00004_.png", - "ComfyUI_temp_cfdai_00005_.png", - "ComfyUI_temp_cfdai_00006_.png", - "ComfyUI_temp_cfdai_00007_.png", - "ComfyUI_temp_cfdai_00008_.png", - "ComfyUI_temp_cfdai_00009_.png", - "ComfyUI_temp_cfdai_00010_.png", - "ComfyUI_temp_cfdai_00011_.png" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "easy poseEditor", - "display_name": "PoseEditor", - "description": "", - "category": "EasyUse/Image", - "output_node": false - }, - "easy string": { - "input": { - "required": { - "value": [ - "STRING", - { - "default": "" - } - ] - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "string" - ], - "name": "easy string", - "display_name": "String", - "description": "", - "category": "EasyUse/Logic/Type", - "output_node": false - }, - "easy int": { - "input": { - "required": { - "value": [ - "INT", - { - "default": 0 - } - ] - } - }, - "output": [ - "INT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "int" - ], - "name": "easy int", - "display_name": "Int", - "description": "", - "category": "EasyUse/Logic/Type", - "output_node": false - }, - "easy rangeInt": { - "input": { - "required": { - "range_mode": [ - [ - "step", - "num_steps" - ], - { - "default": "step" - } - ], - "start": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 1 - } - ], - "stop": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 1 - } - ], - "step": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 1 - } - ], - "num_steps": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 1 - } - ], - "end_mode": [ - [ - "Inclusive", - "Exclusive" - ], - { - "default": "Inclusive" - } - ] - } - }, - "output": [ - "INT", - "INT" - ], - "output_is_list": [ - true, - true - ], - "output_name": [ - "range", - "range_sizes" - ], - "name": "easy rangeInt", - "display_name": "Range(Int)", - "description": "", - "category": "EasyUse/Logic/Type", - "output_node": false - }, - "easy float": { - "input": { - "required": { - "value": [ - "FLOAT", - { - "default": 0, - "step": 0.01 - } - ] - } - }, - "output": [ - "FLOAT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "float" - ], - "name": "easy float", - "display_name": "Float", - "description": "", - "category": "EasyUse/Logic/Type", - "output_node": false - }, - "easy rangeFloat": { - "input": { - "required": { - "range_mode": [ - [ - "step", - "num_steps" - ], - { - "default": "step" - } - ], - "start": [ - "FLOAT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 0.1 - } - ], - "stop": [ - "FLOAT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 0.1 - } - ], - "step": [ - "FLOAT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 0.1 - } - ], - "num_steps": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 4096, - "step": 1 - } - ], - "end_mode": [ - [ - "Inclusive", - "Exclusive" - ], - { - "default": "Inclusive" - } - ] - } - }, - "output": [ - "FLOAT", - "INT" - ], - "output_is_list": [ - true, - true - ], - "output_name": [ - "range", - "range_sizes" - ], - "name": "easy rangeFloat", - "display_name": "Range(Float)", - "description": "", - "category": "EasyUse/Logic/Type", - "output_node": false - }, - "easy boolean": { - "input": { - "required": { - "value": [ - "BOOLEAN", - { - "default": false - } - ] - } - }, - "output": [ - "BOOLEAN" - ], - "output_is_list": [ - false - ], - "output_name": [ - "boolean" - ], - "name": "easy boolean", - "display_name": "Boolean", - "description": "", - "category": "EasyUse/Logic/Type", - "output_node": false - }, - "easy compare": { - "input": { - "required": { - "a": [ - "*", - { - "default": 0 - } - ], - "b": [ - "*", - { - "default": 0 - } - ], - "comparison": [ - [ - "a == b", - "a != b", - "a < b", - "a > b", - "a <= b", - "a >= b" - ], - { - "default": "a == b" - } - ] - } - }, - "output": [ - "BOOLEAN" - ], - "output_is_list": [ - false - ], - "output_name": [ - "boolean" - ], - "name": "easy compare", - "display_name": "Compare", - "description": "", - "category": "EasyUse/Logic/Math", - "output_node": false - }, - "easy imageSwitch": { - "input": { - "required": { - "image_a": [ - "IMAGE" - ], - "image_b": [ - "IMAGE" - ], - "boolean": [ - "BOOLEAN", - { - "default": false - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "easy imageSwitch", - "display_name": "Image Switch", - "description": "", - "category": "EasyUse/Logic/Switch", - "output_node": false - }, - "easy if": { - "input": { - "required": { - "any": [ - "*" - ], - "if": [ - "*" - ], - "else": [ - "*" - ] - } - }, - "output": [ - "*" - ], - "output_is_list": [ - false - ], - "output_name": [ - "?" - ], - "name": "easy if", - "display_name": "If", - "description": "", - "category": "EasyUse/Logic/Math", - "output_node": false - }, - "easy isSDXL": { - "input": { - "required": {}, - "optional": { - "optional_pipe": [ - "PIPE_LINE" - ], - "optional_clip": [ - "CLIP" - ] - } - }, - "output": [ - "BOOLEAN" - ], - "output_is_list": [ - false - ], - "output_name": [ - "boolean" - ], - "name": "easy isSDXL", - "display_name": "Is SDXL", - "description": "", - "category": "EasyUse/Logic", - "output_node": false - }, - "easy xyAny": { - "input": { - "required": { - "X": [ - "*", - {} - ], - "Y": [ - "*", - {} - ], - "direction": [ - [ - "horizontal", - "vertical" - ], - { - "default": "horizontal" - } - ] - } - }, - "output": [ - "*", - "*" - ], - "output_is_list": [ - true, - true - ], - "output_name": [ - "X", - "Y" - ], - "name": "easy xyAny", - "display_name": "XYAny", - "description": "", - "category": "EasyUse/Logic", - "output_node": false - }, - "easy convertAnything": { - "input": { - "required": { - "anything": [ - "*" - ], - "output_type": [ - [ - "string", - "int", - "float", - "boolean" - ], - { - "default": "string" - } - ] - } - }, - "output": [ - [ - "*" - ] - ], - "output_is_list": [ - false - ], - "output_name": [ - "*" - ], - "name": "easy convertAnything", - "display_name": "Convert Any", - "description": "", - "category": "EasyUse/Logic", - "output_node": true - }, - "easy showAnything": { - "input": { - "required": {}, - "optional": { - "anything": [ - "*", - {} - ] - }, - "hidden": { - "unique_id": "UNIQUE_ID", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "easy showAnything", - "display_name": "Show Any", - "description": "", - "category": "EasyUse/Logic", - "output_node": true - }, - "easy showTensorShape": { - "input": { - "required": { - "tensor": [ - "*" - ] - }, - "optional": {}, - "hidden": { - "unique_id": "UNIQUE_ID", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "easy showTensorShape", - "display_name": "Show Tensor Shape", - "description": "", - "category": "EasyUse/Logic", - "output_node": true - }, - "easy cleanGpuUsed": { - "input": { - "required": { - "anything": [ - "*", - {} - ] - }, - "optional": {}, - "hidden": { - "unique_id": "UNIQUE_ID", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "easy cleanGpuUsed", - "display_name": "Clean GPU Used", - "description": "", - "category": "EasyUse/Logic", - "output_node": true - }, - "HiDiffusionApply": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "aggressive_raunet": [ - "BOOLEAN", - { - "default": true - } - ], - "aggressive_step": [ - "INT", - { - "default": 8 - } - ] - } - }, - "output": [ - "MODEL" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MODEL" - ], - "name": "HiDiffusionApply", - "display_name": "HiDiffusion Apply", - "description": "", - "category": "load_model", - "output_node": false - }, - "ICLightAppply": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "ic_model": [ - "MODEL" - ], - "c_concat": [ - "LATENT" - ] - } - }, - "output": [ - "MODEL" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MODEL" - ], - "name": "ICLightAppply", - "display_name": "ICLightAppply", - "description": "", - "category": "_for_testing", - "output_node": false - }, - "ICLightApplyMaskGrey": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "alpha": [ - "MASK" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ICLightApplyMaskGrey", - "display_name": "IC Light Apply Mask Grey", - "description": "", - "category": "mask/compositing", - "output_node": false - }, - "VAEEncodeArgMax": { - "input": { - "required": { - "pixels": [ - "IMAGE" - ], - "vae": [ - "VAE" - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "VAEEncodeArgMax", - "display_name": "VAE Encode ArgMax", - "description": "", - "category": "latent", - "output_node": false - }, - "LoadAndApplyICLightUnet": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "model_path": [ - [ - "iclight_sd15_fbc_unet_ldm.safetensors", - "iclight_sd15_fc_unet_ldm.safetensors", - "merged_ic_light.safetensors" - ] - ] - } - }, - "output": [ - "MODEL" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MODEL" - ], - "name": "LoadAndApplyICLightUnet", - "display_name": "Load And Apply IC-Light", - "description": "\n \nLoads and applies the diffusers SD1.5 IC-Light models available here: \nhttps://huggingface.co/lllyasviel/ic-light/tree/main \n \nUsed with ICLightConditioning -node \n", - "category": "IC-Light", - "output_node": false - }, - "ICLightConditioning": { - "input": { - "required": { - "positive": [ - "CONDITIONING" - ], - "negative": [ - "CONDITIONING" - ], - "vae": [ - "VAE" - ], - "foreground": [ - "LATENT" - ], - "multiplier": [ - "FLOAT", - { - "default": 0.18215, - "min": 0, - "max": 1, - "step": 0.001 - } - ] - }, - "optional": { - "opt_background": [ - "LATENT" - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING", - "LATENT" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "positive", - "negative", - "empty_latent" - ], - "name": "ICLightConditioning", - "display_name": "IC-Light Conditioning", - "description": "\n \nConditioning for the IC-Light model. \nTo use the \"opt_background\" input, you also need to use the \n\"fbc\" version of the IC-Light models. \n \n", - "category": "IC-Light", - "output_node": false - }, - "LightSource": { - "input": { - "required": { - "light_position": [ - [ - "Left Light", - "Right Light", - "Top Light", - "Bottom Light", - "Top Left Light", - "Top Right Light", - "Bottom Left Light", - "Bottom Right Light" - ] - ], - "multiplier": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 100, - "step": 0.001 - } - ], - "start_color": [ - "STRING", - { - "default": "#FFFFFF" - } - ], - "end_color": [ - "STRING", - { - "default": "#000000" - } - ], - "width": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 8 - } - ] - }, - "optional": { - "batch_size": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "prev_image": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "LightSource", - "display_name": "Simple Light Source", - "description": "\nGenerates a gradient image that can be used \nas a simple light source. The color can be \nspecified in RGB or hex format. \n", - "category": "IC-Light", - "output_node": false - }, - "CalculateNormalsFromImages": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "sigma": [ - "FLOAT", - { - "default": 10, - "min": 0.01, - "max": 100, - "step": 0.01 - } - ], - "center_input_range": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "optional": { - "mask": [ - "MASK" - ] - } - }, - "output": [ - "IMAGE", - "IMAGE" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "normal", - "divided" - ], - "name": "CalculateNormalsFromImages", - "display_name": "Calculate Normals From Images", - "description": "\nCalculates normal map from different directional exposures. \nTakes in 4 images as a batch: \nleft, right, bottom, top \n\n", - "category": "IC-Light", - "output_node": false - }, - "LoadHDRImage": { - "input": { - "required": { - "image": [ - [ - "00000-2427730660.png", - "00006-2966685768 (1).png", - "00006-2966685768.png", - "00023-3076193459.png", - "00066-4225385850.png", - "00138-648843619.png", - "1 (1).webp", - "1.webp", - "15.png", - "3.webp", - "309219693-e7e2d80e-ffbe-4724-812a-5139a88027e3.png", - "322326752-b89a2151-df43-4137-a297-deb70fbda27c.png", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe (1).jpg", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe (2).jpg", - "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe.jpg", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (1).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (2).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (3).png", - "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2.png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269 (1).png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269 (2).png", - "329863297-1e8d67a9-dddb-47b2-89db-bf800298b269.png", - "35877b78-8568-4242-8d87-9c9f3f69c238 (1).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (2).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (3).jpeg", - "35877b78-8568-4242-8d87-9c9f3f69c238 (4).jpeg", - 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} - ] - } - }, - "output": [ - "DETAILER_HOOK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "DETAILER_HOOK" - ], - "name": "NoiseInjectionDetailerHookProvider", - "display_name": "NoiseInjectionDetailerHookProvider", - "description": "", - "category": "ImpactPack/Detailer", - "output_node": false - }, - "UnsamplerDetailerHookProvider": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "steps": [ - "INT", - { - "default": 25, - "min": 1, - "max": 10000 - } - ], - "start_end_at_step": [ - "INT", - { - "default": 21, - "min": 0, - "max": 10000 - } - ], - "end_end_at_step": [ - "INT", - { - "default": 24, - "min": 0, - "max": 10000 - } - ], - "cfg": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 100 - } - ], - "sampler_name": [ - [ - "euler", - "euler_ancestral", - "heun", - "heunpp2", - "dpm_2", - "dpm_2_ancestral", - "lms", - "dpm_fast", - "dpm_adaptive", - "dpmpp_2s_ancestral", - "dpmpp_sde", - "dpmpp_sde_gpu", - "dpmpp_2m", - "dpmpp_2m_sde", - "dpmpp_2m_sde_gpu", - 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false - ], - "output_name": [ - "DETAILER_HOOK" - ], - "name": "DenoiseSchedulerDetailerHookProvider", - "display_name": "DenoiseSchedulerDetailerHookProvider", - "description": "", - "category": "ImpactPack/Detailer", - "output_node": false - }, - "SEGSOrderedFilterDetailerHookProvider": { - "input": { - "required": { - "target": [ - [ - "area(=w*h)", - "width", - "height", - "x1", - "y1", - "x2", - "y2" - ] - ], - "order": [ - "BOOLEAN", - { - "default": true, - "label_on": "descending", - "label_off": "ascending" - } - ], - "take_start": [ - "INT", - { - "default": 0, - "min": 0, - "max": 9223372036854776000, - "step": 1 - } - ], - "take_count": [ - "INT", - { - "default": 1, - "min": 0, - "max": 9223372036854776000, - "step": 1 - } - ] - } - }, - "output": [ - "DETAILER_HOOK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "DETAILER_HOOK" - ], - "name": "SEGSOrderedFilterDetailerHookProvider", - "display_name": "SEGSOrderedFilterDetailerHookProvider", - "description": "", - 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] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "BitwiseAndMask", - "display_name": "Bitwise(MASK & MASK)", - "description": "", - "category": "ImpactPack/Operation", - "output_node": false - }, - "SubtractMask": { - "input": { - "required": { - "mask1": [ - "MASK" - ], - "mask2": [ - "MASK" - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "SubtractMask", - "display_name": "Bitwise(MASK - MASK)", - "description": "", - "category": "ImpactPack/Operation", - "output_node": false - }, - "AddMask": { - "input": { - "required": { - "mask1": [ - "MASK" - ], - "mask2": [ - "MASK" - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "AddMask", - "display_name": "Bitwise(MASK + MASK)", - "description": "", - "category": "ImpactPack/Operation", - "output_node": false - }, - "ImpactSegsAndMask": { - "input": { - "required": { - "segs": [ - "SEGS" - ], - "mask": [ - "MASK" - ] - } - }, - "output": [ - "SEGS" - ], - "output_is_list": [ - false - ], - "output_name": [ - "SEGS" - ], - "name": "ImpactSegsAndMask", - "display_name": "Bitwise(SEGS & MASK)", - "description": "", - "category": "ImpactPack/Operation", - "output_node": false - }, - "ImpactSegsAndMaskForEach": { - "input": { - "required": { - "segs": [ - "SEGS" - ], - "masks": [ - "MASK" - ] - } - }, - "output": [ - "SEGS" - ], - "output_is_list": [ - false - ], - "output_name": [ - "SEGS" - ], - "name": "ImpactSegsAndMaskForEach", - "display_name": "Bitwise(SEGS & MASKS ForEach)", - "description": "", - "category": "ImpactPack/Operation", - "output_node": false - }, - "EmptySegs": { - "input": { - "required": {} - }, - "output": [ - "SEGS" - ], - "output_is_list": [ - false - ], - "output_name": [ - "SEGS" - ], - "name": "EmptySegs", - "display_name": "EmptySegs", - "description": "", - "category": "ImpactPack/Util", - "output_node": false - 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"IMAGE" - ], - "name": "IDGenerationNode", - "display_name": "📷InstantID Generation", - "description": "", - "category": "📷InstantID", - "output_node": false - }, - "INTConstant": { - "input": { - "required": { - "value": [ - "INT", - { - "default": 0, - "min": 0, - "max": 18446744073709552000 - } - ] - } - }, - "output": [ - "INT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "value" - ], - "name": "INTConstant", - "display_name": "INT Constant", - "description": "", - "category": "KJNodes/constants", - "output_node": false - }, - "FloatConstant": { - "input": { - "required": { - "value": [ - "FLOAT", - { - "default": 0, - "min": -18446744073709552000, - "max": 18446744073709552000, - "step": 0.001 - } - ] - } - }, - "output": [ - "FLOAT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "value" - ], - "name": "FloatConstant", - "display_name": "Float Constant", - "description": "", - "category": "KJNodes/constants", - "output_node": false - }, - "StringConstant": { - "input": { - "required": { - "string": [ - "STRING", - { - "default": "", - "multiline": false - } - ] - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "STRING" - ], - "name": "StringConstant", - "display_name": "StringConstant", - "description": "", - "category": "KJNodes/constants", - "output_node": false - }, - "StringConstantMultiline": { - "input": { - "required": { - "string": [ - "STRING", - { - "default": "", - "multiline": true - } - ], - "strip_newlines": [ - "BOOLEAN", - { - "default": true - } - ] - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "STRING" - ], - "name": "StringConstantMultiline", - "display_name": "StringConstantMultiline", - "description": "", - "category": "KJNodes/constants", - "output_node": false - }, - "ConditioningMultiCombine": { - "input": { - "required": { - "inputcount": [ - "INT", - { - "default": 2, - "min": 2, - "max": 20, - "step": 1 - } - ], - "conditioning_1": [ - "CONDITIONING" - ], - "conditioning_2": [ - "CONDITIONING" - ] - } - }, - "output": [ - "CONDITIONING", - "INT" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "combined", - "inputcount" - ], - "name": "ConditioningMultiCombine", - "display_name": "Conditioning Multi Combine", - "description": "\nCombines multiple conditioning nodes into one\n", - "category": "KJNodes/masking/conditioning", - "output_node": false - }, - "ConditioningSetMaskAndCombine": { - "input": { - "required": { - "positive_1": [ - "CONDITIONING" - ], - "negative_1": [ - "CONDITIONING" - ], - "positive_2": [ - "CONDITIONING" - ], - "negative_2": [ - "CONDITIONING" - ], - "mask_1": [ - "MASK" - ], - "mask_2": [ - "MASK" - ], - "mask_1_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_2_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "set_cond_area": [ - [ - "default", - "mask bounds" - ] - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "combined_positive", - "combined_negative" - ], - "name": "ConditioningSetMaskAndCombine", - "display_name": "ConditioningSetMaskAndCombine", - "description": "\nBundles multiple conditioning mask and combine nodes into one,functionality is identical to ComfyUI native nodes\n", - "category": "KJNodes/masking/conditioning", - "output_node": false - }, - "ConditioningSetMaskAndCombine3": { - "input": { - "required": { - "positive_1": [ - "CONDITIONING" - ], - "negative_1": [ - "CONDITIONING" - ], - "positive_2": [ - "CONDITIONING" - ], - "negative_2": [ - "CONDITIONING" - ], - "positive_3": [ - "CONDITIONING" - ], - "negative_3": [ - "CONDITIONING" - ], - "mask_1": [ - "MASK" - ], - "mask_2": [ - "MASK" - ], - "mask_3": [ - "MASK" - ], - "mask_1_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_2_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_3_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "set_cond_area": [ - [ - "default", - "mask bounds" - ] - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "combined_positive", - "combined_negative" - ], - "name": "ConditioningSetMaskAndCombine3", - "display_name": "ConditioningSetMaskAndCombine3", - "description": "\nBundles multiple conditioning mask and combine nodes into one,functionality is identical to ComfyUI native nodes\n", - "category": "KJNodes/masking/conditioning", - "output_node": false - }, - "ConditioningSetMaskAndCombine4": { - "input": { - "required": { - "positive_1": [ - "CONDITIONING" - ], - "negative_1": [ - "CONDITIONING" - ], - "positive_2": [ - "CONDITIONING" - ], - "negative_2": [ - "CONDITIONING" - ], - "positive_3": [ - "CONDITIONING" - ], - "negative_3": [ - "CONDITIONING" - ], - "positive_4": [ - "CONDITIONING" - ], - "negative_4": [ - "CONDITIONING" - ], - "mask_1": [ - "MASK" - ], - "mask_2": [ - "MASK" - ], - "mask_3": [ - "MASK" - ], - "mask_4": [ - "MASK" - ], - "mask_1_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_2_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_3_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_4_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "set_cond_area": [ - [ - "default", - "mask bounds" - ] - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "combined_positive", - "combined_negative" - ], - "name": "ConditioningSetMaskAndCombine4", - "display_name": "ConditioningSetMaskAndCombine4", - "description": "\nBundles multiple conditioning mask and combine nodes into one,functionality is identical to ComfyUI native nodes\n", - "category": "KJNodes/masking/conditioning", - "output_node": false - }, - "ConditioningSetMaskAndCombine5": { - "input": { - "required": { - "positive_1": [ - "CONDITIONING" - ], - "negative_1": [ - "CONDITIONING" - ], - "positive_2": [ - "CONDITIONING" - ], - "negative_2": [ - "CONDITIONING" - ], - "positive_3": [ - "CONDITIONING" - ], - "negative_3": [ - "CONDITIONING" - ], - "positive_4": [ - "CONDITIONING" - ], - "negative_4": [ - "CONDITIONING" - ], - "positive_5": [ - "CONDITIONING" - ], - "negative_5": [ - "CONDITIONING" - ], - "mask_1": [ - "MASK" - ], - "mask_2": [ - "MASK" - ], - "mask_3": [ - "MASK" - ], - "mask_4": [ - "MASK" - ], - "mask_5": [ - "MASK" - ], - "mask_1_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_2_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_3_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_4_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "mask_5_strength": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "set_cond_area": [ - [ - "default", - "mask bounds" - ] - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "combined_positive", - "combined_negative" - ], - "name": "ConditioningSetMaskAndCombine5", - "display_name": "ConditioningSetMaskAndCombine5", - "description": "\nBundles multiple conditioning mask and combine nodes into one,functionality is identical to ComfyUI native nodes\n", - "category": "KJNodes/masking/conditioning", - "output_node": false - }, - "CondPassThrough": { - "input": { - "required": { - "positive": [ - "CONDITIONING" - ], - "negative": [ - "CONDITIONING" - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "positive", - "negative" - ], - "name": "CondPassThrough", - "display_name": "CondPassThrough", - "description": "\n Simply passes through the positive and negative conditioning,\n workaround for Set node not allowing bypassed inputs.\n", - "category": "KJNodes/misc", - "output_node": false - }, - "BatchCLIPSeg": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "text": [ - "STRING", - { - "multiline": false - } - ], - "threshold": [ - "FLOAT", - { - "default": 0.1, - "min": 0, - "max": 10, - "step": 0.001 - } - ], - "binary_mask": [ - "BOOLEAN", - { - "default": true - } - ], - "combine_mask": [ - "BOOLEAN", - { - "default": false - } - ], - "use_cuda": [ - "BOOLEAN", - { - "default": true - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "Mask" - ], - "name": "BatchCLIPSeg", - "display_name": "BatchCLIPSeg", - "description": "\nSegments an image or batch of images using CLIPSeg.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "RoundMask": { - "input": { - "required": { - "mask": [ - "MASK" - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "RoundMask", - "display_name": "RoundMask", - "description": "\nRounds the mask or batch of masks to a binary mask. \n\"RoundMask\n\n", - "category": "KJNodes/masking", - "output_node": false - }, - "ResizeMask": { - "input": { - "required": { - "mask": [ - "MASK" - ], - "width": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 8, - "display": "number" - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 0, - "max": 16384, - "step": 8, - "display": "number" - } - ], - "keep_proportions": [ - "BOOLEAN", - { - "default": false - } - ] - } - }, - "output": [ - "MASK", - "INT", - "INT" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "mask", - "width", - "height" - ], - "name": "ResizeMask", - "display_name": "ResizeMask", - "description": "\nResizes the mask or batch of masks to the specified width and height.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "OffsetMask": { - "input": { - "required": { - "mask": [ - "MASK" - ], - "x": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 16384, - "step": 1, - "display": "number" - } - ], - "y": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 16384, - "step": 1, - "display": "number" - } - ], - "angle": [ - "INT", - { - "default": 0, - "min": -360, - "max": 360, - "step": 1, - "display": "number" - } - ], - "duplication_factor": [ - "INT", - { - "default": 1, - "min": 1, - "max": 1000, - "step": 1, - "display": "number" - } - ], - "roll": [ - "BOOLEAN", - { - "default": false - } - ], - "incremental": [ - "BOOLEAN", - { - "default": false - } - ], - "padding_mode": [ - [ - "empty", - "border", - "reflection" - ], - { - "default": "empty" - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "mask" - ], - "name": "OffsetMask", - "display_name": "OffsetMask", - "description": "\nOffsets the mask by the specified amount. \n - mask: Input mask or mask batch\n - x: Horizontal offset\n - y: Vertical offset\n - angle: Angle in degrees\n - roll: roll edge wrapping\n - duplication_factor: Number of times to duplicate the mask to form a batch\n - border padding_mode: Padding mode for the mask\n", - "category": "KJNodes/masking", - "output_node": false - }, - "MaskBatchMulti": { - "input": { - "required": { - "inputcount": [ - "INT", - { - "default": 2, - "min": 2, - "max": 1000, - "step": 1 - } - ], - "mask_1": [ - "MASK" - ], - "mask_2": [ - "MASK" - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "masks" - ], - "name": "MaskBatchMulti", - "display_name": "Mask Batch Multi", - "description": "\nCreates an image batch from multiple masks. \nYou can set how many inputs the node has, \nwith the **inputcount** and clicking update.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "GrowMaskWithBlur": { - "input": { - "required": { - "mask": [ - "MASK" - ], - "expand": [ - "INT", - { - "default": 0, - "min": -16384, - "max": 16384, - "step": 1 - } - ], - "incremental_expandrate": [ - "FLOAT", - { - "default": 0, - "min": 0, - "max": 100, - "step": 0.1 - } - ], - "tapered_corners": [ - "BOOLEAN", - { - "default": true - } - ], - "flip_input": [ - "BOOLEAN", - { - "default": false - } - ], - "blur_radius": [ - "FLOAT", - { - "default": 0, - "min": 0, - "max": 100, - "step": 0.1 - } - ], - "lerp_alpha": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "decay_factor": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ] - }, - "optional": { - "fill_holes": [ - "BOOLEAN", - { - "default": false - } - ] - } - }, - "output": [ - "MASK", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "mask", - "mask_inverted" - ], - "name": "GrowMaskWithBlur", - "display_name": "GrowMaskWithBlur", - "description": "\n# GrowMaskWithBlur\n- mask: Input mask or mask batch\n- expand: Expand or contract mask or mask batch by a given amount\n- incremental_expandrate: increase expand rate by a given amount per frame\n- tapered_corners: use tapered corners\n- flip_input: flip input mask\n- blur_radius: value higher than 0 will blur the mask\n- lerp_alpha: alpha value for interpolation between frames\n- decay_factor: decay value for interpolation between frames\n- fill_holes: fill holes in the mask (slow)", - "category": "KJNodes/masking", - "output_node": false - }, - "ColorToMask": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "red": [ - "INT", - { - "default": 0, - "min": 0, - "max": 255, - "step": 1 - } - ], - "green": [ - "INT", - { - "default": 0, - "min": 0, - "max": 255, - "step": 1 - } - ], - "blue": [ - "INT", - { - "default": 0, - "min": 0, - "max": 255, - "step": 1 - } - ], - "threshold": [ - "INT", - { - "default": 10, - "min": 0, - "max": 255, - "step": 1 - } - ], - "per_batch": [ - "INT", - { - "default": 16, - "min": 1, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "ColorToMask", - "display_name": "ColorToMask", - "description": "\nConverts chosen RGB value to a mask. \nWith batch inputs, the **per_batch** \ncontrols the number of images processed at once.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "CreateGradientMask": { - "input": { - "required": { - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "frames": [ - "INT", - { - "default": 0, - "min": 0, - "max": 255, - "step": 1 - } - ], - "width": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "CreateGradientMask", - "display_name": "CreateGradientMask", - "description": "", - "category": "KJNodes/masking/generate", - "output_node": false - }, - "CreateTextMask": { - "input": { - "required": { - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "frames": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "text_x": [ - "INT", - { - "default": 0, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "text_y": [ - "INT", - { - "default": 0, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "font_size": [ - "INT", - { - "default": 32, - "min": 8, - "max": 4096, - "step": 1 - } - ], - "font_color": [ - "STRING", - { - "default": "white" - } - ], - "text": [ - "STRING", - { - "default": "HELLO!", - "multiline": true - } - ], - "font": [ - [] - ], - "width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "start_rotation": [ - "INT", - { - "default": 0, - "min": 0, - "max": 359, - "step": 1 - } - ], - "end_rotation": [ - "INT", - { - "default": 0, - "min": -359, - "max": 359, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "IMAGE", - "MASK" - ], - "name": "CreateTextMask", - "display_name": "CreateTextMask", - "description": "\nCreates a text image and mask. \nLooks for fonts from this folder: \nComfyUI/custom_nodes/ComfyUI-KJNodes/fonts\n \nIf start_rotation and/or end_rotation are different values, \ncreates animation between them.\n", - "category": "KJNodes/text", - "output_node": false - }, - "CreateAudioMask": { - "input": { - "required": { - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "frames": [ - "INT", - { - "default": 16, - "min": 1, - "max": 255, - "step": 1 - } - ], - "scale": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 2, - "step": 0.01 - } - ], - "audio_path": [ - "STRING", - { - "default": "audio.wav" - } - ], - "width": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "CreateAudioMask", - "display_name": "CreateAudioMask (Deprecated)", - "description": "", - "category": "KJNodes/deprecated", - "output_node": false - }, - "CreateFadeMask": { - "input": { - "required": { - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "frames": [ - "INT", - { - "default": 2, - "min": 2, - "max": 255, - "step": 1 - } - ], - "width": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "interpolation": [ - [ - "linear", - "ease_in", - "ease_out", - "ease_in_out" - ] - ], - "start_level": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "midpoint_level": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "end_level": [ - "FLOAT", - { - "default": 0, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "midpoint_frame": [ - "INT", - { - "default": 0, - "min": 0, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "CreateFadeMask", - "display_name": "CreateFadeMask (Deprecated)", - "description": "", - "category": "KJNodes/deprecated", - "output_node": false - }, - "CreateFadeMaskAdvanced": { - "input": { - "required": { - "points_string": [ - "STRING", - { - "default": "0:(0.0),\n7:(1.0),\n15:(0.0)\n", - "multiline": true - } - ], - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "frames": [ - "INT", - { - "default": 16, - "min": 2, - "max": 255, - "step": 1 - } - ], - "width": [ - "INT", - { - "default": 512, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "interpolation": [ - [ - "linear", - "ease_in", - "ease_out", - "ease_in_out" - ] - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "CreateFadeMaskAdvanced", - "display_name": "CreateFadeMaskAdvanced", - "description": "\nCreate a batch of masks interpolated between given frames and values. \nUses same syntax as Fizz' BatchValueSchedule.\nFirst value is the frame index (not that this starts from 0, not 1) \nand the second value inside the brackets is the float value of the mask in range 0.0 - 1.0 \n\nFor example the default values: \n0:(0.0) \n7:(1.0) \n15:(0.0) \n \nWould create a mask batch fo 16 frames, starting from black, \ninterpolating with the chosen curve to fully white at the 8th frame, \nand interpolating from that to fully black at the 16th frame.\n", - "category": "KJNodes/masking/generate", - "output_node": false - }, - "CreateFluidMask": { - "input": { - "required": { - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "frames": [ - "INT", - { - "default": 0, - "min": 0, - "max": 255, - "step": 1 - } - ], - "width": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 256, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "inflow_count": [ - "INT", - { - "default": 3, - "min": 0, - "max": 255, - "step": 1 - } - ], - "inflow_velocity": [ - "INT", - { - "default": 1, - "min": 0, - "max": 255, - "step": 1 - } - ], - "inflow_radius": [ - "INT", - { - "default": 8, - "min": 0, - "max": 255, - "step": 1 - } - ], - "inflow_padding": [ - "INT", - { - "default": 50, - "min": 0, - "max": 255, - "step": 1 - } - ], - "inflow_duration": [ - "INT", - { - "default": 60, - "min": 0, - "max": 255, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "IMAGE", - "MASK" - ], - "name": "CreateFluidMask", - "display_name": "CreateFluidMask", - "description": "", - "category": "KJNodes/masking/generate", - "output_node": false - }, - "CreateShapeMask": { - "input": { - "required": { - "shape": [ - [ - "circle", - "square", - "triangle" - ], - { - "default": "circle" - } - ], - "frames": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "location_x": [ - "INT", - { - "default": 256, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "location_y": [ - "INT", - { - "default": 256, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "grow": [ - "INT", - { - "default": 0, - "min": -512, - "max": 512, - "step": 1 - } - ], - "frame_width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "frame_height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "shape_width": [ - "INT", - { - "default": 128, - "min": 8, - "max": 4096, - "step": 1 - } - ], - "shape_height": [ - "INT", - { - "default": 128, - "min": 8, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "MASK", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "mask", - "mask_inverted" - ], - "name": "CreateShapeMask", - "display_name": "CreateShapeMask", - "description": "\nCreates a mask or batch of masks with the specified shape. \nLocations are center locations. \nGrow value is the amount to grow the shape on each frame, creating animated masks.\n", - "category": "KJNodes/masking/generate", - "output_node": false - }, - "CreateVoronoiMask": { - "input": { - "required": { - "frames": [ - "INT", - { - "default": 16, - "min": 2, - "max": 4096, - "step": 1 - } - ], - "num_points": [ - "INT", - { - "default": 15, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "line_width": [ - "INT", - { - "default": 4, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "speed": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "frame_width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "frame_height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "MASK", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "mask", - "mask_inverted" - ], - "name": "CreateVoronoiMask", - "display_name": "CreateVoronoiMask", - "description": "", - "category": "KJNodes/masking/generate", - "output_node": false - }, - "CreateMagicMask": { - "input": { - "required": { - "frames": [ - "INT", - { - "default": 16, - "min": 2, - "max": 4096, - "step": 1 - } - ], - "depth": [ - "INT", - { - "default": 12, - "min": 1, - "max": 500, - "step": 1 - } - ], - "distortion": [ - "FLOAT", - { - "default": 1.5, - "min": 0, - "max": 100, - "step": 0.01 - } - ], - "seed": [ - "INT", - { - "default": 123, - "min": 0, - "max": 99999999, - "step": 1 - } - ], - "transitions": [ - "INT", - { - "default": 1, - "min": 1, - "max": 20, - "step": 1 - } - ], - "frame_width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "frame_height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "MASK", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "mask", - "mask_inverted" - ], - "name": "CreateMagicMask", - "display_name": "CreateMagicMask", - "description": "", - "category": "KJNodes/masking/generate", - "output_node": false - }, - "RemapMaskRange": { - "input": { - "required": { - "mask": [ - "MASK" - ], - "min": [ - "FLOAT", - { - "default": 0, - "min": -10, - "max": 1, - "step": 0.01 - } - ], - "max": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "mask" - ], - "name": "RemapMaskRange", - "display_name": "RemapMaskRange", - "description": "\nSets new min and max values for the mask.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "ImageBatchMulti": { - "input": { - "required": { - "inputcount": [ - "INT", - { - "default": 2, - "min": 2, - "max": 1000, - "step": 1 - } - ], - "image_1": [ - "IMAGE" - ], - "image_2": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "images" - ], - "name": "ImageBatchMulti", - "display_name": "Image Batch Multi", - "description": "\nCreates an image batch from multiple images. \nYou can set how many inputs the node has, \nwith the **inputcount** and clicking update.\n", - "category": "KJNodes/image", - "output_node": false - }, - "ColorMatch": { - "input": { - "required": { - "image_ref": [ - "IMAGE" - ], - "image_target": [ - "IMAGE" - ], - "method": [ - [ - "mkl", - "hm", - "reinhard", - "mvgd", - "hm-mvgd-hm", - "hm-mkl-hm" - ], - { - "default": "mkl" - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "image" - ], - "name": "ColorMatch", - "display_name": "ColorMatch", - "description": "\ncolor-matcher enables color transfer across images which comes in handy for automatic \ncolor-grading of photographs, paintings and film sequences as well as light-field \nand stopmotion corrections. \n\nThe methods behind the mappings are based on the approach from Reinhard et al., \nthe Monge-Kantorovich Linearization (MKL) as proposed by Pitie et al. and our analytical solution \nto a Multi-Variate Gaussian Distribution (MVGD) transfer in conjunction with classical histogram \nmatching. As shown below our HM-MVGD-HM compound outperforms existing methods. \nhttps://github.com/hahnec/color-matcher/\n\n", - "category": "KJNodes/image", - "output_node": false - }, - "CrossFadeImages": { - "input": { - "required": { - "images_1": [ - "IMAGE" - ], - "images_2": [ - "IMAGE" - ], - "interpolation": [ - [ - "linear", - "ease_in", - "ease_out", - "ease_in_out", - "bounce", - "elastic", - "glitchy", - "exponential_ease_out" - ] - ], - "transition_start_index": [ - "INT", - { - "default": 1, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "transitioning_frames": [ - "INT", - { - "default": 1, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "start_level": [ - "FLOAT", - { - "default": 0, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "end_level": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "CrossFadeImages", - "display_name": "CrossFadeImages", - "description": "", - "category": "KJNodes/image", - "output_node": false - }, - "GetImageRangeFromBatch": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "start_index": [ - "INT", - { - "default": 0, - "min": -1, - "max": 4096, - "step": 1 - } - ], - "num_frames": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "GetImageRangeFromBatch", - "display_name": "GetImageRangeFromBatch", - "description": "\nCreates a new batch using images from the input, \nbatch, starting from start_index.\n", - "category": "KJNodes/image", - "output_node": false - }, - "SaveImageWithAlpha": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "mask": [ - "MASK" - ], - "filename_prefix": [ - "STRING", - { - "default": "ComfyUI" - } - ] - }, - "hidden": { - "prompt": "PROMPT", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "SaveImageWithAlpha", - "display_name": "SaveImageWithAlpha", - "description": "\nSaves an image and mask as .PNG with the mask as the alpha channel. \n", - "category": "KJNodes/image", - "output_node": true - }, - "ReverseImageBatch": { - "input": { - "required": { - "images": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ReverseImageBatch", - "display_name": "ReverseImageBatch", - "description": "\nReverses the order of the images in a batch.\n", - "category": "KJNodes/image", - "output_node": false - }, - "ImageGridComposite2x2": { - "input": { - "required": { - "image1": [ - "IMAGE" - ], - "image2": [ - "IMAGE" - ], - "image3": [ - "IMAGE" - ], - "image4": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageGridComposite2x2", - "display_name": "ImageGridComposite2x2", - "description": "\nConcatenates the 4 input images into a 2x2 grid. \n", - "category": "KJNodes/image", - "output_node": false - }, - "ImageGridComposite3x3": { - "input": { - "required": { - "image1": [ - "IMAGE" - ], - "image2": [ - "IMAGE" - ], - "image3": [ - "IMAGE" - ], - "image4": [ - "IMAGE" - ], - "image5": [ - "IMAGE" - ], - "image6": [ - "IMAGE" - ], - "image7": [ - "IMAGE" - ], - "image8": [ - "IMAGE" - ], - "image9": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageGridComposite3x3", - "display_name": "ImageGridComposite3x3", - "description": "\nConcatenates the 9 input images into a 3x3 grid. \n", - "category": "KJNodes/image", - "output_node": false - }, - "ImageConcanate": { - "input": { - "required": { - "image1": [ - "IMAGE" - ], - "image2": [ - "IMAGE" - ], - "direction": [ - [ - "right", - "down", - "left", - "up" - ], - { - "default": "right" - } - ], - "match_image_size": [ - "BOOLEAN", - { - "default": false - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageConcanate", - "display_name": "ImageConcatenate", - "description": "\nConcatenates the image2 to image1 in the specified direction.\n", - "category": "KJNodes/image", - "output_node": false - }, - "ImageBatchTestPattern": { - "input": { - "required": { - "batch_size": [ - "INT", - { - "default": 1, - "min": 1, - "max": 255, - "step": 1 - } - ], - "start_from": [ - "INT", - { - "default": 0, - "min": 0, - "max": 255, - "step": 1 - } - ], - "text_x": [ - "INT", - { - "default": 256, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "text_y": [ - "INT", - { - "default": 256, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "font": [ - [] - ], - "font_size": [ - "INT", - { - "default": 255, - "min": 8, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageBatchTestPattern", - "display_name": "ImageBatchTestPattern", - "description": "", - "category": "KJNodes/text", - "output_node": false - }, - "ReplaceImagesInBatch": { - "input": { - "required": { - "original_images": [ - "IMAGE" - ], - "replacement_images": [ - "IMAGE" - ], - "start_index": [ - "INT", - { - "default": 1, - "min": 0, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ReplaceImagesInBatch", - "display_name": "ReplaceImagesInBatch", - "description": "\nReplaces the images in a batch, starting from the specified start index, \nwith the replacement images.\n", - "category": "KJNodes/image", - "output_node": false - }, - "ImageGrabPIL": { - "input": { - "required": { - "x": [ - "INT", - { - "default": 0, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "y": [ - "INT", - { - "default": 0, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "width": [ - "INT", - { - "default": 512, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "num_frames": [ - "INT", - { - "default": 1, - "min": 1, - "max": 255, - "step": 1 - } - ], - "delay": [ - "FLOAT", - { - "default": 0.1, - "min": 0, - "max": 10, - "step": 0.01 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "image" - ], - "name": "ImageGrabPIL", - "display_name": "ImageGrabPIL", - "description": "\nCaptures an area specified by screen coordinates. \nCan be used for realtime diffusion with autoqueue.\n", - "category": "KJNodes/experimental", - "output_node": false - }, - "AddLabel": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "text_x": [ - "INT", - { - "default": 10, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "text_y": [ - "INT", - { - "default": 2, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 48, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "font_size": [ - "INT", - { - "default": 32, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "font_color": [ - "STRING", - { - "default": "white" - } - ], - "label_color": [ - "STRING", - { - "default": "black" - } - ], - "font": [ - [] - ], - "text": [ - "STRING", - { - "default": "Text" - } - ], - "direction": [ - [ - "up", - "down" - ], - { - "default": "up" - } - ] - }, - "optional": { - "caption": [ - "STRING", - { - "default": "", - "forceInput": true - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "AddLabel", - "display_name": "AddLabel", - "description": "\nCreates a new with the given text, and concatenates it to \neither above or below the input image. \nNote that this changes the input image's height! \nFonts are loaded from this folder: \nComfyUI/custom_nodes/ComfyUI-KJNodes/fonts\n", - "category": "KJNodes/text", - "output_node": false - }, - "ImageUpscaleWithModelBatched": { - "input": { - "required": { - "upscale_model": [ - "UPSCALE_MODEL" - ], - "images": [ - "IMAGE" - ], - "per_batch": [ - "INT", - { - "default": 16, - "min": 1, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageUpscaleWithModelBatched", - "display_name": "ImageUpscaleWithModelBatched", - "description": "\nSame as ComfyUI native model upscaling node, \nbut allows setting sub-batches for reduced VRAM usage.\n", - "category": "KJNodes/image", - "output_node": false - }, - "GetImagesFromBatchIndexed": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "indexes": [ - "STRING", - { - "default": "0, 1, 2", - "multiline": true - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "GetImagesFromBatchIndexed", - "display_name": "GetImagesFromBatchIndexed", - "description": "\nSelects and returns the images at the specified indices as an image batch.\n", - "category": "KJNodes/image", - "output_node": false - }, - "InsertImagesToBatchIndexed": { - "input": { - "required": { - "original_images": [ - "IMAGE" - ], - "images_to_insert": [ - "IMAGE" - ], - "indexes": [ - "STRING", - { - "default": "0, 1, 2", - "multiline": true - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "InsertImagesToBatchIndexed", - "display_name": "InsertImagesToBatchIndexed", - "description": "\nInserts images at the specified indices into the original image batch.\n", - "category": "KJNodes/image", - "output_node": false - }, - "ImageBatchRepeatInterleaving": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "repeats": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageBatchRepeatInterleaving", - "display_name": "ImageBatchRepeatInterleaving", - "description": "\nRepeats each image in a batch by the specified number of times. \nExample batch of 5 images: 0, 1 ,2, 3, 4 \nwith repeats 2 becomes batch of 10 images: 0, 0, 1, 1, 2, 2, 3, 3, 4, 4 \n", - "category": "KJNodes/image", - "output_node": false - }, - "ImageNormalize_Neg1_To_1": { - "input": { - "required": { - "images": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageNormalize_Neg1_To_1", - "display_name": "ImageNormalize_Neg1_To_1", - "description": "\nNormalize the images to be in the range [-1, 1] \n", - "category": "KJNodes/misc", - "output_node": false - }, - "RemapImageRange": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "min": [ - "FLOAT", - { - "default": 0, - "min": -10, - "max": 1, - "step": 0.01 - } - ], - "max": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "clamp": [ - "BOOLEAN", - { - "default": true - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "RemapImageRange", - "display_name": "RemapImageRange", - "description": "\nRemaps the image values to the specified range. \n", - "category": "KJNodes/image", - "output_node": false - }, - "ImagePass": { - "input": { - "required": { - "image": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImagePass", - "display_name": "ImagePass", - "description": "\nPasses the image through without modifying it.\n", - "category": "KJNodes/misc", - "output_node": false - }, - "ImagePadForOutpaintMasked": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "left": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "top": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "right": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "bottom": [ - "INT", - { - "default": 0, - "min": 0, - "max": 16384, - "step": 8 - } - ], - "feathering": [ - "INT", - { - "default": 40, - "min": 0, - "max": 16384, - "step": 1 - } - ] - }, - "optional": { - "mask": [ - "MASK" - ] - } - }, - "output": [ - "IMAGE", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "IMAGE", - "MASK" - ], - "name": "ImagePadForOutpaintMasked", - "display_name": "Pad Image For Outpaint Masked", - "description": "", - "category": "image", - "output_node": false - }, - "ImageAndMaskPreview": { - "input": { - "required": { - "mask_opacity": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "mask_color": [ - "STRING", - { - "default": "255, 255, 255" - } - ], - "pass_through": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "optional": { - "image": [ - "IMAGE" - ], - "mask": [ - "MASK" - ] - }, - "hidden": { - "prompt": "PROMPT", - "extra_pnginfo": "EXTRA_PNGINFO" - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "composite" - ], - "name": "ImageAndMaskPreview", - "display_name": "Image & Mask Preview", - "description": "\nPreview an image or a mask, when both inputs are used \ncomposites the mask on top of the image.\nwith pass_through on the preview is disabled and the \ncomposite is returned from the composite slot instead, \nthis allows for the preview to be passed for video combine \nnodes for example.\n", - "category": "KJNodes", - "output_node": true - }, - "BatchCropFromMask": { - "input": { - "required": { - "original_images": [ - "IMAGE" - ], - "masks": [ - "MASK" - ], - "crop_size_mult": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.001 - } - ], - "bbox_smooth_alpha": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ] - } - }, - "output": [ - "IMAGE", - "IMAGE", - "BBOX", - "INT", - "INT" - ], - "output_is_list": [ - false, - false, - false, - false, - false - ], - "output_name": [ - "original_images", - "cropped_images", - "bboxes", - "width", - "height" - ], - "name": "BatchCropFromMask", - "display_name": "BatchCropFromMask", - "description": "", - "category": "KJNodes/masking", - "output_node": false - }, - "BatchCropFromMaskAdvanced": { - "input": { - "required": { - "original_images": [ - "IMAGE" - ], - "masks": [ - "MASK" - ], - "crop_size_mult": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "bbox_smooth_alpha": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ] - } - }, - "output": [ - "IMAGE", - "IMAGE", - "MASK", - "IMAGE", - "MASK", - "BBOX", - "BBOX", - "INT", - "INT" - ], - "output_is_list": [ - false, - false, - false, - false, - false, - false, - false, - false, - false - ], - "output_name": [ - "original_images", - "cropped_images", - "cropped_masks", - "combined_crop_image", - "combined_crop_masks", - "bboxes", - "combined_bounding_box", - "bbox_width", - "bbox_height" - ], - "name": "BatchCropFromMaskAdvanced", - "display_name": "BatchCropFromMaskAdvanced", - "description": "", - "category": "KJNodes/masking", - "output_node": false - }, - "FilterZeroMasksAndCorrespondingImages": { - "input": { - "required": { - "masks": [ - "MASK" - ] - }, - "optional": { - "original_images": [ - "IMAGE" - ] - } - }, - "output": [ - "MASK", - "IMAGE", - "IMAGE", - "INDEXES" - ], - "output_is_list": [ - false, - false, - false, - false - ], - "output_name": [ - "non_zero_masks_out", - "non_zero_mask_images_out", - "zero_mask_images_out", - "zero_mask_images_out_indexes" - ], - "name": "FilterZeroMasksAndCorrespondingImages", - "display_name": "FilterZeroMasksAndCorrespondingImages", - "description": "\nFilter out all the empty (i.e. all zero) mask in masks \nAlso filter out all the corresponding images in original_images by indexes if provide \n \noriginal_images (optional): If provided, need have same length as masks.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "InsertImageBatchByIndexes": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "images_to_insert": [ - "IMAGE" - ], - "insert_indexes": [ - "INDEXES" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "images_after_insert" - ], - "name": "InsertImageBatchByIndexes", - "display_name": "InsertImageBatchByIndexes", - "description": "\nThis node is designed to be use with node FilterZeroMasksAndCorrespondingImages\nIt inserts the images_to_insert into images according to insert_indexes\n\nReturns:\n images_after_insert: updated original images with origonal sequence order\n", - "category": "KJNodes/image", - "output_node": false - }, - "BatchUncrop": { - "input": { - "required": { - "original_images": [ - "IMAGE" - ], - "cropped_images": [ - "IMAGE" - ], - "bboxes": [ - "BBOX" - ], - "border_blending": [ - "FLOAT", - { - "default": 0.25, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "crop_rescale": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "border_top": [ - "BOOLEAN", - { - "default": true - } - ], - "border_bottom": [ - "BOOLEAN", - { - "default": true - } - ], - "border_left": [ - "BOOLEAN", - { - "default": true - } - ], - "border_right": [ - "BOOLEAN", - { - "default": true - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "BatchUncrop", - "display_name": "BatchUncrop", - "description": "", - "category": "KJNodes/masking", - "output_node": false - }, - "BatchUncropAdvanced": { - "input": { - "required": { - "original_images": [ - "IMAGE" - ], - "cropped_images": [ - "IMAGE" - ], - "cropped_masks": [ - "MASK" - ], - "combined_crop_mask": [ - "MASK" - ], - "bboxes": [ - "BBOX" - ], - "border_blending": [ - "FLOAT", - { - "default": 0.25, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "crop_rescale": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 10, - "step": 0.01 - } - ], - "use_combined_mask": [ - "BOOLEAN", - { - "default": false - } - ], - "use_square_mask": [ - "BOOLEAN", - { - "default": true - } - ] - }, - "optional": { - "combined_bounding_box": [ - "BBOX", - { - "default": null - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "BatchUncropAdvanced", - "display_name": "BatchUncropAdvanced", - "description": "", - "category": "KJNodes/masking", - "output_node": false - }, - "SplitBboxes": { - "input": { - "required": { - "bboxes": [ - "BBOX" - ], - "index": [ - "INT", - { - "default": 0, - "min": 0, - "max": 99999999, - "step": 1 - } - ] - } - }, - "output": [ - "BBOX", - "BBOX" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "bboxes_a", - "bboxes_b" - ], - "name": "SplitBboxes", - "display_name": "SplitBboxes", - "description": "\nSplits the specified bbox list at the given index into two lists.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "BboxToInt": { - "input": { - "required": { - "bboxes": [ - "BBOX" - ], - "index": [ - "INT", - { - "default": 0, - "min": 0, - "max": 99999999, - "step": 1 - } - ] - } - }, - "output": [ - "INT", - "INT", - "INT", - "INT", - "INT", - "INT" - ], - "output_is_list": [ - false, - false, - false, - false, - false, - false - ], - "output_name": [ - "x_min", - "y_min", - "width", - "height", - "center_x", - "center_y" - ], - "name": "BboxToInt", - "display_name": "BboxToInt", - "description": "\nReturns selected index from bounding box list as integers.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "BboxVisualize": { - "input": { - "required": { - "images": [ - "IMAGE" - ], - "bboxes": [ - "BBOX" - ], - "line_width": [ - "INT", - { - "default": 1, - "min": 1, - "max": 10, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "images" - ], - "name": "BboxVisualize", - "display_name": "BboxVisualize", - "description": "\nVisualizes the specified bbox on the image.\n", - "category": "KJNodes/masking", - "output_node": false - }, - "GenerateNoise": { - "input": { - "required": { - "width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "batch_size": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096 - } - ], - "seed": [ - "INT", - { - "default": 123, - "min": 0, - "max": 18446744073709552000, - "step": 1 - } - ], - "multiplier": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 4096, - "step": 0.01 - } - ], - "constant_batch_noise": [ - "BOOLEAN", - { - "default": false - } - ], - "normalize": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "optional": { - "model": [ - "MODEL" - ], - "sigmas": [ - "SIGMAS" - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "GenerateNoise", - "display_name": "GenerateNoise", - "description": "\nGenerates noise for injection or to be used as empty latents on samplers with add_noise off.\n", - "category": "KJNodes/noise", - "output_node": false - }, - "FlipSigmasAdjusted": { - "input": { - "required": { - "sigmas": [ - "SIGMAS" - ], - "divide_by_last_sigma": [ - "BOOLEAN", - { - "default": false - } - ], - "divide_by": [ - "FLOAT", - { - "default": 1, - "min": 1, - "max": 255, - "step": 0.01 - } - ], - "offset_by": [ - "INT", - { - "default": 1, - "min": -100, - "max": 100, - "step": 1 - } - ] - } - }, - "output": [ - "SIGMAS", - "STRING" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "SIGMAS", - "sigmas_string" - ], - "name": "FlipSigmasAdjusted", - "display_name": "FlipSigmasAdjusted", - "description": "", - "category": "KJNodes/noise", - "output_node": false - }, - "InjectNoiseToLatent": { - "input": { - "required": { - "latents": [ - "LATENT" - ], - "strength": [ - "FLOAT", - { - "default": 0.1, - "min": 0, - "max": 200, - "step": 0.0001 - } - ], - "noise": [ - "LATENT" - ], - "normalize": [ - "BOOLEAN", - { - "default": false - } - ], - "average": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "optional": { - "mask": [ - "MASK" - ], - "mix_randn_amount": [ - "FLOAT", - { - "default": 0, - "min": 0, - "max": 1000, - "step": 0.001 - } - ], - "seed": [ - "INT", - { - "default": 123, - "min": 0, - "max": 18446744073709552000, - "step": 1 - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "InjectNoiseToLatent", - "display_name": "InjectNoiseToLatent", - "description": "", - "category": "KJNodes/noise", - "output_node": false - }, - "CustomSigmas": { - "input": { - "required": { - "sigmas_string": [ - "STRING", - { - "default": "14.615, 6.475, 3.861, 2.697, 1.886, 1.396, 0.963, 0.652, 0.399, 0.152, 0.029", - "multiline": true - } - ], - "interpolate_to_steps": [ - "INT", - { - "default": 10, - "min": 0, - "max": 255, - "step": 1 - } - ] - } - }, - "output": [ - "SIGMAS" - ], - "output_is_list": [ - false - ], - "output_name": [ - "SIGMAS" - ], - "name": "CustomSigmas", - "display_name": "Custom Sigmas", - "description": "\nCreates a sigmas tensor from a string of comma separated values. \nExamples: \n \nNvidia's optimized AYS 10 step schedule for SD 1.5: \n14.615, 6.475, 3.861, 2.697, 1.886, 1.396, 0.963, 0.652, 0.399, 0.152, 0.029 \nSDXL: \n14.615, 6.315, 3.771, 2.181, 1.342, 0.862, 0.555, 0.380, 0.234, 0.113, 0.029 \nSVD: \n700.00, 54.5, 15.886, 7.977, 4.248, 1.789, 0.981, 0.403, 0.173, 0.034, 0.002 \n", - "category": "KJNodes/noise", - "output_node": false - }, - "WidgetToString": { - "input": { - "required": { - "id": [ - "INT", - { - "default": 0 - } - ], - "widget_name": [ - "STRING", - { - "multiline": false - } - ], - "return_all": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "hidden": { - "extra_pnginfo": "EXTRA_PNGINFO", - "prompt": "PROMPT" - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "STRING" - ], - "name": "WidgetToString", - "display_name": "WidgetToString", - "description": "\nSelects a node and it's specified widget and outputs the value as a string. \nTo see node id's, enable node id display from Manager badge menu.\n", - "category": "KJNodes/text", - "output_node": false - }, - "DummyLatentOut": { - "input": { - "required": { - "latent": [ - "LATENT" - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "DummyLatentOut", - "display_name": "DummyLatentOut", - "description": "\nDoes nothing, used to trigger generic workflow output. \nA way to get previews in the UI without saving anything to disk.\n", - "category": "KJNodes/misc", - "output_node": true - }, - "GetLatentsFromBatchIndexed": { - "input": { - "required": { - "latents": [ - "LATENT" - ], - "indexes": [ - "STRING", - { - "default": "0, 1, 2", - "multiline": true - } - ] - } - }, - "output": [ - "LATENT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "LATENT" - ], - "name": "GetLatentsFromBatchIndexed", - "display_name": "GetLatentsFromBatchIndexed", - "description": "\nSelects and returns the latents at the specified indices as an latent batch.\n", - "category": "KJNodes", - "output_node": false - }, - "ScaleBatchPromptSchedule": { - "input": { - "required": { - "input_str": [ - "STRING", - { - "forceInput": true, - "default": "0:(0.0),\n7:(1.0),\n15:(0.0)\n" - } - ], - "old_frame_count": [ - "INT", - { - "forceInput": true, - "default": 1, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "new_frame_count": [ - "INT", - { - "forceInput": true, - "default": 1, - "min": 1, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "STRING" - ], - "name": "ScaleBatchPromptSchedule", - "display_name": "ScaleBatchPromptSchedule", - "description": "\nScales a batch schedule from Fizz' nodes BatchPromptSchedule\nto a different frame count.\n", - "category": "KJNodes", - "output_node": false - }, - "CameraPoseVisualizer": { - "input": { - "required": { - "pose_file_path": [ - "STRING", - { - "default": "", - "multiline": false - } - ], - "base_xval": [ - "FLOAT", - { - "default": 0.2, - "min": 0, - "max": 100, - "step": 0.01 - } - ], - "zval": [ - "FLOAT", - { - "default": 0.3, - "min": 0, - "max": 100, - "step": 0.01 - } - ], - "scale": [ - "FLOAT", - { - "default": 1, - "min": 0.01, - "max": 10, - "step": 0.01 - } - ], - "use_exact_fx": [ - "BOOLEAN", - { - "default": false - } - ], - "relative_c2w": [ - "BOOLEAN", - { - "default": true - } - ], - "use_viewer": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "optional": { - "cameractrl_poses": [ - "CAMERACTRL_POSES", - { - "default": null - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "CameraPoseVisualizer", - "display_name": "CameraPoseVisualizer", - "description": "\nVisualizes the camera poses, from Animatediff-Evolved CameraCtrl Pose \nor a .txt file with RealEstate camera intrinsics and coordinates, in a 3D plot. \n", - "category": "KJNodes/misc", - "output_node": false - }, - "JoinStrings": { - "input": { - "required": { - "string1": [ - "STRING", - { - "default": "", - "forceInput": true - } - ], - "string2": [ - "STRING", - { - "default": "", - "forceInput": true - } - ], - "delimiter": [ - "STRING", - { - "default": " ", - "multiline": false - } - ] - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "STRING" - ], - "name": "JoinStrings", - "display_name": "JoinStrings", - "description": "", - "category": "KJNodes/constants", - "output_node": false - }, - "Sleep": { - "input": { - "required": { - "input": [ - "*", - {} - ], - "minutes": [ - "INT", - { - "default": 0, - "min": 0, - "max": 1439 - } - ], - "seconds": [ - "FLOAT", - { - "default": 0, - "min": 0, - "max": 59.99, - "step": 0.01 - } - ] - } - }, - "output": [ - "*" - ], - "output_is_list": [ - false - ], - "output_name": [ - "*" - ], - "name": "Sleep", - "display_name": "🛌 Sleep 🛌", - "description": "\nDelays the execution for the input amount of time.\n", - "category": "KJNodes/misc", - "output_node": false - }, - "VRAM_Debug": { - "input": { - "required": { - "empty_cache": [ - "BOOLEAN", - { - "default": true - } - ], - "gc_collect": [ - "BOOLEAN", - { - "default": true - } - ], - "unload_all_models": [ - "BOOLEAN", - { - "default": false - } - ] - }, - "optional": { - "any_input": [ - "*", - {} - ], - "image_pass": [ - "IMAGE" - ], - "model_pass": [ - "MODEL" - ] - } - }, - "output": [ - "*", - "IMAGE", - "MODEL", - "INT", - "INT" - ], - "output_is_list": [ - false, - false, - false, - false, - false - ], - "output_name": [ - "any_output", - "image_pass", - "model_pass", - "freemem_before", - "freemem_after" - ], - "name": "VRAM_Debug", - "display_name": "VRAM Debug", - "description": "\nReturns the inputs unchanged, they are only used as triggers, \nand performs comfy model management functions and garbage collection, \nreports free VRAM before and after the operations.\n", - "category": "KJNodes/misc", - "output_node": false - }, - "SomethingToString": { - "input": { - "required": { - "input": [ - "*", - {} - ] - }, - "optional": { - "prefix": [ - "STRING", - { - "default": "" - } - ], - "suffix": [ - "STRING", - { - "default": "" - } - ] - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "STRING" - ], - "name": "SomethingToString", - "display_name": "SomethingToString", - "description": "\nConverts any type to a string.\n", - "category": "KJNodes/text", - "output_node": false - }, - "EmptyLatentImagePresets": { - "input": { - "required": { - "dimensions": [ - [ - "512 x 512", - "768 x 512", - "960 x 512", - "1024 x 512", - "1536 x 640", - "1344 x 768", - "1216 x 832", - "1152 x 896", - "1024 x 1024" - ], - { - "default": "512 x 512" - } - ], - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "batch_size": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096 - } - ] - } - }, - "output": [ - "LATENT", - "INT", - "INT" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "Latent", - "Width", - "Height" - ], - "name": "EmptyLatentImagePresets", - "display_name": "EmptyLatentImagePresets", - "description": "", - "category": "KJNodes", - "output_node": false - }, - "NormalizedAmplitudeToMask": { - "input": { - "required": { - "normalized_amp": [ - "NORMALIZED_AMPLITUDE" - ], - "width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "frame_offset": [ - "INT", - { - "default": 0, - "min": -255, - "max": 255, - "step": 1 - } - ], - "location_x": [ - "INT", - { - "default": 256, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "location_y": [ - "INT", - { - "default": 256, - "min": 0, - "max": 4096, - "step": 1 - } - ], - "size": [ - "INT", - { - "default": 128, - "min": 8, - "max": 4096, - "step": 1 - } - ], - "shape": [ - [ - "none", - "circle", - "square", - "triangle" - ], - { - "default": "none" - } - ], - "color": [ - [ - "white", - "amplitude" - ], - { - "default": "amplitude" - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "NormalizedAmplitudeToMask", - "display_name": "NormalizedAmplitudeToMask", - "description": "\nWorks as a bridge to the AudioScheduler -nodes: \nhttps://github.com/a1lazydog/ComfyUI-AudioScheduler \nCreates masks based on the normalized amplitude.\n", - "category": "KJNodes/audio", - "output_node": false - }, - "OffsetMaskByNormalizedAmplitude": { - "input": { - "required": { - "normalized_amp": [ - "NORMALIZED_AMPLITUDE" - ], - "mask": [ - "MASK" - ], - "x": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 16384, - "step": 1, - "display": "number" - } - ], - "y": [ - "INT", - { - "default": 0, - "min": -4096, - "max": 16384, - "step": 1, - "display": "number" - } - ], - "rotate": [ - "BOOLEAN", - { - "default": false - } - ], - "angle_multiplier": [ - "FLOAT", - { - "default": 0, - "min": -1, - "max": 1, - "step": 0.001, - "display": "number" - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "mask" - ], - "name": "OffsetMaskByNormalizedAmplitude", - "display_name": "OffsetMaskByNormalizedAmplitude", - "description": "\nWorks as a bridge to the AudioScheduler -nodes: \nhttps://github.com/a1lazydog/ComfyUI-AudioScheduler \nOffsets masks based on the normalized amplitude.\n", - "category": "KJNodes/audio", - "output_node": false - }, - "ImageTransformByNormalizedAmplitude": { - "input": { - "required": { - "normalized_amp": [ - "NORMALIZED_AMPLITUDE" - ], - "zoom_scale": [ - "FLOAT", - { - "default": 0, - "min": -1, - "max": 1, - "step": 0.001, - "display": "number" - } - ], - "x_offset": [ - "INT", - { - "default": 0, - "min": -16383, - "max": 16384, - "step": 1, - "display": "number" - } - ], - "y_offset": [ - "INT", - { - "default": 0, - "min": -16383, - "max": 16384, - "step": 1, - "display": "number" - } - ], - "cumulative": [ - "BOOLEAN", - { - "default": false - } - ], - "image": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ImageTransformByNormalizedAmplitude", - "display_name": "ImageTransformByNormalizedAmplitude", - "description": "\nWorks as a bridge to the AudioScheduler -nodes: \nhttps://github.com/a1lazydog/ComfyUI-AudioScheduler \nTransforms image based on the normalized amplitude.\n", - "category": "KJNodes/audio", - "output_node": false - }, - "SplineEditor": { - "input": { - "required": { - "points_store": [ - "STRING", - { - "multiline": false - } - ], - "coordinates": [ - "STRING", - { - "multiline": false - } - ], - "mask_width": [ - "INT", - { - "default": 512, - "min": 8, - "max": 4096, - "step": 8 - } - ], - "mask_height": [ - "INT", - { - "default": 512, - "min": 8, - "max": 4096, - "step": 8 - } - ], - "points_to_sample": [ - "INT", - { - "default": 16, - "min": 2, - "max": 1000, - "step": 1 - } - ], - "sampling_method": [ - [ - "path", - "time" - ], - { - "default": "time" - } - ], - "interpolation": [ - [ - "cardinal", - "monotone", - "basis", - "linear", - "step-before", - "step-after", - "polar", - "polar-reverse" - ], - { - "default": "cardinal" - } - ], - "tension": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "repeat_output": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096, - "step": 1 - } - ], - "float_output_type": [ - [ - "list", - "pandas series", - "tensor" - ], - { - "default": "list" - } - ] - }, - "optional": { - "min_value": [ - "FLOAT", - { - "default": 0, - "min": -10000, - "max": 10000, - "step": 0.01 - } - ], - "max_value": [ - "FLOAT", - { - "default": 1, - "min": -10000, - "max": 10000, - "step": 0.01 - } - ] - } - }, - "output": [ - "MASK", - "STRING", - "FLOAT", - "INT" - ], - "output_is_list": [ - false, - false, - false, - false - ], - "output_name": [ - "mask", - "string", - "float", - "count" - ], - "name": "SplineEditor", - "display_name": "Spline Editor", - "description": "\n# WORK IN PROGRESS \nDo not count on this as part of your workflow yet, \nprobably contains lots of bugs and stability is not \nguaranteed!! \n \n## Graphical editor to create values for various \n## schedules and/or mask batches. \n\n**Shift + click** to add control point at end.\n**Ctrl + click** to add control point (subdivide) between two points. \n**Right click on a point** to delete it. \nNote that you can't delete from start/end. \n \nRight click on canvas for context menu: \nThese are purely visual options, doesn't affect the output: \n - Toggle handles visibility\n - Display sample points: display the points to be returned. \n\n**points_to_sample** value sets the number of samples \nreturned from the **drawn spline itself**, this is independent from the \nactual control points, so the interpolation type matters. \nsampling_method: \n - time: samples along the time axis, used for schedules \n - path: samples along the path itself, useful for coordinates \n\noutput types:\n - mask batch \n example compatible nodes: anything that takes masks \n - list of floats\n example compatible nodes: IPAdapter weights \n - pandas series\n example compatible nodes: anything that takes Fizz' \n nodes Batch Value Schedule \n - torch tensor \n example compatible nodes: unknown\n", - "category": "KJNodes/experimental", - "output_node": false - }, - "CreateShapeMaskOnPath": { - "input": { - "required": { - "shape": [ - [ - "circle", - "square", - "triangle" - ], - { - "default": "circle" - } - ], - "coordinates": [ - "STRING", - { - "forceInput": true - } - ], - "grow": [ - "INT", - { - "default": 0, - "min": -512, - "max": 512, - "step": 1 - } - ], - "frame_width": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "frame_height": [ - "INT", - { - "default": 512, - "min": 16, - "max": 4096, - "step": 1 - } - ], - "shape_width": [ - "INT", - { - "default": 128, - "min": 8, - "max": 4096, - "step": 1 - } - ], - "shape_height": [ - "INT", - { - "default": 128, - "min": 8, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "MASK", - "MASK" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "mask", - "mask_inverted" - ], - "name": "CreateShapeMaskOnPath", - "display_name": "Create Shape Mask On Path", - "description": "\nCreates a mask or batch of masks with the specified shape. \nLocations are center locations. \nGrow value is the amount to grow the shape on each frame, creating animated masks.\n", - "category": "KJNodes/masking/generate", - "output_node": false - }, - "WeightScheduleExtend": { - "input": { - "required": { - "input_values_1": [ - "FLOAT", - { - "default": 0, - "forceInput": true - } - ], - "input_values_2": [ - "FLOAT", - { - "default": 0, - "forceInput": true - } - ], - "output_type": [ - [ - "match_input", - "list", - "pandas series", - "tensor" - ], - { - "default": "match_input" - } - ] - } - }, - "output": [ - "FLOAT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "FLOAT" - ], - "name": "WeightScheduleExtend", - "display_name": "Weight Schedule Extend", - "description": "\nExtends, and converts if needed, different value lists/series \n", - "category": "KJNodes", - "output_node": false - }, - "MaskOrImageToWeight": { - "input": { - "required": { - "output_type": [ - [ - "list", - "pandas series", - "tensor" - ], - { - "default": "list" - } - ] - }, - "optional": { - "images": [ - "IMAGE" - ], - "masks": [ - "MASK" - ] - } - }, - "output": [ - "FLOAT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "FLOAT" - ], - "name": "MaskOrImageToWeight", - "display_name": "Mask Or Image To Weight", - "description": "\nGets the mean values from mask or image batch \nand returns that as the selected output type. \n", - "category": "KJNodes", - "output_node": false - }, - "WeightScheduleConvert": { - "input": { - "required": { - "input_values": [ - "FLOAT", - { - "default": 0, - "forceInput": true - } - ], - "output_type": [ - [ - "match_input", - "list", - "pandas series", - "tensor" - ], - { - "default": "list" - } - ], - "invert": [ - "BOOLEAN", - { - "default": false - } - ], - "repeat": [ - "INT", - { - "default": 1, - "min": 1, - "max": 255, - "step": 1 - } - ] - }, - "optional": { - "remap_to_frames": [ - "INT", - { - "default": 0 - } - ], - "interpolation_curve": [ - "FLOAT", - { - "forceInput": true - } - ] - } - }, - "output": [ - "FLOAT" - ], - "output_is_list": [ - false - ], - "output_name": [ - "FLOAT" - ], - "name": "WeightScheduleConvert", - "display_name": "Weight Schedule Convert", - "description": "\nConverts different value lists/series to another type. \n", - "category": "KJNodes", - "output_node": false - }, - "FloatToMask": { - "input": { - "required": { - "input_values": [ - "FLOAT", - { - "forceInput": true, - "default": 0 - } - ], - "width": [ - "INT", - { - "default": 100, - "min": 1 - } - ], - "height": [ - "INT", - { - "default": 100, - "min": 1 - } - ] - } - }, - "output": [ - "MASK" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MASK" - ], - "name": "FloatToMask", - "display_name": "Float To Mask", - "description": "\nGenerates a batch of masks based on the input float values.\nThe batch size is determined by the length of the input float values.\nEach mask is generated with the specified width and height.\n", - "category": "KJNodes", - "output_node": false - }, - "FloatToSigmas": { - "input": { - "required": { - "float_list": [ - "FLOAT", - { - "default": 0, - "forceInput": true - } - ] - } - }, - "output": [ - "SIGMAS" - ], - "output_is_list": [ - false - ], - "output_name": [ - "SIGMAS" - ], - "name": "FloatToSigmas", - "display_name": "Float To Sigmas", - "description": "\nCreates a sigmas tensor from list of float values. \n\n", - "category": "KJNodes/noise", - "output_node": false - }, - "StabilityAPI_SD3": { - "input": { - "required": { - "prompt": [ - "STRING", - { - "multiline": true - } - ], - "n_prompt": [ - "STRING", - { - "multiline": true - } - ], - "seed": [ - "INT", - { - "default": 123, - "min": 0, - "max": 4294967294, - "step": 1 - } - ], - "model": [ - [ - "sd3", - "sd3-turbo" - ], - { - "default": "sd3" - } - ], - "aspect_ratio": [ - [ - "1:1", - "16:9", - "21:9", - "2:3", - "3:2", - "4:5", - "5:4", - "9:16", - "9:21" - ], - { - "default": "1:1" - } - ], - "output_format": [ - [ - "png", - "jpeg" - ], - { - "default": "jpeg" - } - ] - }, - "optional": { - "api_key": [ - "STRING", - { - "multiline": true - } - ], - "image": [ - "IMAGE" - ], - "img2img_strength": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "disable_metadata": [ - "BOOLEAN", - { - "default": true - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "StabilityAPI_SD3", - "display_name": "Stability API SD3", - "description": "\n## Calls StabilityAI API\n \nAlthough you may have multiple keys in your account, \nyou should use the same key for all requests to this API. \n\nGet your API key here: https://platform.stability.ai/account/keys \nRecommended to set the key in the config.json -file under this \nnode packs folder. \n# WARNING: \nOtherwise the API key may get saved in the image metadata even \nwith \"disable_metadata\" on if the workflow includes save nodes \nseparate from this node. \n \nsd3 requires 6.5 credits per generation \nsd3-turbo requires 4 credits per generation \n\nIf no image is provided, mode is set to text-to-image \n\n", - "category": "KJNodes/experimental", - "output_node": false - }, - "SoundReactive": { - "input": { - "required": { - "sound_level": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 99999, - "step": 0.01 - } - ], - "start_range_hz": [ - "INT", - { - "default": 150, - "min": 0, - "max": 9999, - "step": 1 - } - ], - "end_range_hz": [ - "INT", - { - "default": 2000, - "min": 0, - "max": 9999, - "step": 1 - } - ], - "multiplier": [ - "FLOAT", - { - "default": 1, - "min": 0.01, - "max": 99999, - "step": 0.01 - } - ], - "smoothing_factor": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "normalize": [ - "BOOLEAN", - { - "default": false - } - ] - } - }, - "output": [ - "FLOAT", - "INT" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "sound_level", - "sound_level_int" - ], - "name": "SoundReactive", - "display_name": "SoundReactive", - "description": "\nReacts to the sound level of the input. \nUses your browsers sound input options and requires. \nMeant to be used with realtime diffusion with autoqueue.\n", - "category": "KJNodes/audio", - "output_node": false - }, - "StableZero123_BatchSchedule": { - "input": { - "required": { - "clip_vision": [ - "CLIP_VISION" - ], - "init_image": [ - "IMAGE" - ], - "vae": [ - "VAE" - ], - "width": [ - "INT", - { - "default": 256, - "min": 16, - "max": 16384, - "step": 8 - } - ], - "height": [ - "INT", - { - "default": 256, - "min": 16, - "max": 16384, - "step": 8 - } - ], - "batch_size": [ - "INT", - { - "default": 1, - "min": 1, - "max": 4096 - } - ], - "interpolation": [ - [ - "linear", - "ease_in", - "ease_out", - "ease_in_out" - ] - ], - "azimuth_points_string": [ - "STRING", - { - "default": "0:(0.0),\n7:(1.0),\n15:(0.0)\n", - "multiline": true - } - ], - "elevation_points_string": [ - "STRING", - { - "default": "0:(0.0),\n7:(0.0),\n15:(0.0)\n", - "multiline": true - } - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING", - "LATENT" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "positive", - "negative", - "latent" - ], - "name": "StableZero123_BatchSchedule", - "display_name": "StableZero123_BatchSchedule", - "description": "", - "category": "KJNodes/experimental", - "output_node": false - }, - "SV3D_BatchSchedule": { - "input": { - "required": { - "clip_vision": [ - "CLIP_VISION" - ], - "init_image": [ - "IMAGE" - ], - "vae": [ - "VAE" - ], - "width": [ - "INT", - { - "default": 576, - "min": 16, - "max": 16384, - "step": 8 - } - ], - "height": [ - "INT", - { - "default": 576, - "min": 16, - "max": 16384, - "step": 8 - } - ], - "batch_size": [ - "INT", - { - "default": 21, - "min": 1, - "max": 4096 - } - ], - "interpolation": [ - [ - "linear", - "ease_in", - "ease_out", - "ease_in_out" - ] - ], - "azimuth_points_string": [ - "STRING", - { - "default": "0:(0.0),\n9:(180.0),\n20:(360.0)\n", - "multiline": true - } - ], - "elevation_points_string": [ - "STRING", - { - "default": "0:(0.0),\n9:(0.0),\n20:(0.0)\n", - "multiline": true - } - ] - } - }, - "output": [ - "CONDITIONING", - "CONDITIONING", - "LATENT" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "positive", - "negative", - "latent" - ], - "name": "SV3D_BatchSchedule", - "display_name": "SV3D_BatchSchedule", - "description": "\nAllow scheduling of the azimuth and elevation conditions for SV3D. \nNote that SV3D is still a video model and the schedule needs to always go forward \nhttps://huggingface.co/stabilityai/sv3d\n", - "category": "KJNodes/experimental", - "output_node": false - }, - "LoadResAdapterNormalization": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "resadapter_path": [ - [ - "3Guofeng3_v32Light.safetensors", - "AWPortrait_v1.4.safetensors", - "AnythingV5Ink_v32Ink.safetensors", - "CounterfeitV25_25.safetensors", - "V08_V08.safetensors", - "abyssorangemix2_Hard.safetensors", - "abyssorangemix3AOM3_aom3a1b.safetensors", - "abyssorangemix3AOM3_aom3a2.safetensors", - "abyssorangemix3AOM3_aom3a3.safetensors", - "animagine-xl-2.0.safetensors", - "anygenV37_anygenv37.ckpt", - "anygenz5.6.vae.pt", - "aoaokoPVCStyleModel_pvcAOAOKO.safetensors", - "awportrait_v13.safetensors", - "beautifulRealistic_v60.safetensors", - "cetusMix_Codaedition.safetensors", - "chilloutmix_NiPrunedFp32Fix.safetensors", - "coloringPage_v10.safetensors", - "counterfeitxl_v10.safetensors", - "cuteyukimixAdorable_neochapter2.safetensors", - "cuteyukimixSpecializedAnd_echodimension.safetensors", - "dosmix_.safetensors", - "dreamshaperXL10_alpha2Xl10.safetensors", - "dreamshaper_6BakedVae.safetensors", - "etherBluMix_etherBluMix5.safetensors", - "etherRealMix_etherRealMix3.safetensors", - "ghostmix_v20Bakedvae.safetensors", - "hassakuHentaiModel_hassakuv1.safetensors", - "henmixReal_v10.safetensors", - "juggernautXL_v8Rundiffusion.safetensors", - "kohakuXLDelta_rev1.safetensors", - "lyriel_v13.safetensors", - "majicmixRealistic_v6.safetensors", - "matrixHentaiPlusXL_v10.safetensors", - "meinahentai_v2.safetensors", - "meinahentai_v3.safetensors", - "meinamix_meinaV7.safetensors", - "meinapastel_v6Pastel.safetensors", - "netaArtXL_v10.safetensors", - "pastelMixStylizedAnime_pastelMixPrunedFP16.safetensors", - "perfectWorld_v2Baked.safetensors", - "perfectWorld_v4Baked.safetensors", - "ponyDiffusionV6XL_v6StartWithThisOne.safetensors", - "realisticVisionV20_v20.safetensors", - "realvisxlV40_v40Bakedvae.safetensors", - "sd-v1-5-pruned-noema-fp16.safetensors", - "sd3_medium_incl_clips_t5xxlfp8.safetensors", - "sd_xl_base_1.0.safetensors", - "sd_xl_base_1.0_inpainting_0.1.safetensors", - "sd_xl_refiner_1.0.safetensors", - "sdxl_lightning_4step_unet.safetensors", - "spiritforeseermix_spiritforeseerO.safetensors", - "uberRealisticPornMerge_urpmv13.safetensors", - "v1-5-pruned-emaonly.safetensors" - ] - ] - } - }, - "output": [ - "MODEL" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MODEL" - ], - "name": "LoadResAdapterNormalization", - "display_name": "LoadResAdapterNormalization", - "description": "", - "category": "KJNodes/experimental", - "output_node": false - }, - "Superprompt": { - "input": { - "required": { - "instruction_prompt": [ - "STRING", - { - "default": "Expand the following prompt to add more detail", - "multiline": true - } - ], - "prompt": [ - "STRING", - { - "default": "", - "multiline": true, - "forceInput": true - } - ], - "max_new_tokens": [ - "INT", - { - "default": 128, - "min": 1, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "STRING" - ], - "output_is_list": [ - false - ], - "output_name": [ - "STRING" - ], - "name": "Superprompt", - "display_name": "Superprompt", - "description": "\n# SuperPrompt\nA T5 model fine-tuned on the SuperPrompt dataset for \nupsampling text prompts to more detailed descriptions. \nMeant to be used as a pre-generation step for text-to-image \nmodels that benefit from more detailed prompts. \nhttps://huggingface.co/roborovski/superprompt-v1\n", - "category": "KJNodes/text", - "output_node": false - }, - "GLIGENTextBoxApplyBatch": { - "input": { - "required": { - "conditioning_to": [ - "CONDITIONING" - ], - "latents": [ - "LATENT" - ], - "clip": [ - "CLIP" - ], - "gligen_textbox_model": [ - "GLIGEN" - ], - "text": [ - "STRING", - { - "multiline": true - } - ], - "width": [ - "INT", - { - "default": 64, - "min": 8, - "max": 16384, - "step": 8 - } - ], - "height": [ - "INT", - { - "default": 64, - "min": 8, - "max": 16384, - "step": 8 - } - ], - "coordinates": [ - "STRING", - { - "multiline": true - } - ], - "interpolation": [ - [ - "straight", - "CubicSpline" - ], - { - "default": "CubicSpline" - } - ] - } - }, - "output": [ - "CONDITIONING", - "IMAGE" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "CONDITIONING", - "IMAGE" - ], - "name": "GLIGENTextBoxApplyBatch", - "display_name": "GLIGENTextBoxApplyBatch", - "description": "\nExperimental, does not function yet as ComfyUI base changes are needed\n", - "category": "KJNodes/experimental", - "output_node": false - }, - "GLIGENTextBoxApplyBatchCoords": { - "input": { - "required": { - "conditioning_to": [ - "CONDITIONING" - ], - "latents": [ - "LATENT" - ], - "clip": [ - "CLIP" - ], - "gligen_textbox_model": [ - "GLIGEN" - ], - "coordinates": [ - "STRING", - { - "forceInput": true - } - ], - "text": [ - "STRING", - { - "multiline": true - } - ], - "width": [ - "INT", - { - "default": 64, - "min": 8, - "max": 4096, - "step": 8 - } - ], - "height": [ - "INT", - { - "default": 64, - "min": 8, - "max": 4096, - "step": 8 - } - ] - } - }, - "output": [ - "CONDITIONING", - "IMAGE" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "CONDITIONING", - "IMAGE" - ], - "name": "GLIGENTextBoxApplyBatchCoords", - "display_name": "GLIGENTextBoxApplyBatchCoords", - "description": "\nExperimental, does not function yet as ComfyUI base changes are needed\n", - "category": "KJNodes/experimental", - "output_node": false - }, - "Intrinsic_lora_sampling": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "lora_name": [ - [] - ], - "task": [ - [ - "depth map", - "surface normals", - "albedo", - "shading" - ], - { - "default": "depth map" - 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"default": 1, - "min": -1, - "max": 3, - "step": 0.05 - } - ] - } - }, - "output": [ - "MODEL" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MODEL" - ], - "name": "LayeredDiffusionApply", - "display_name": "Layer Diffuse Apply", - "description": "", - "category": "layer_diffuse", - "output_node": false - }, - "LayeredDiffusionJointApply": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "config": [ - [ - "SD15, attn_sharing, Batch size (3N)" - ] - ] - }, - "optional": { - "fg_cond": [ - "CONDITIONING" - ], - "bg_cond": [ - "CONDITIONING" - ], - "blended_cond": [ - "CONDITIONING" - ] - } - }, - "output": [ - "MODEL" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MODEL" - ], - "name": "LayeredDiffusionJointApply", - "display_name": "Layer Diffuse Joint Apply", - "description": "", - "category": "layer_diffuse", - "output_node": false - }, - "LayeredDiffusionCondApply": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "cond": [ - "CONDITIONING" - ], - "uncond": [ - "CONDITIONING" - ], - "latent": [ - "LATENT" - ], - "config": [ - [ - "SDXL, Foreground", - "SDXL, Background" - ] - ], - "weight": [ - "FLOAT", - { - "default": 1, - "min": -1, - "max": 3, - "step": 0.05 - } - ] - } - }, - "output": [ - "MODEL", - "CONDITIONING", - "CONDITIONING" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "MODEL", - "CONDITIONING", - "CONDITIONING" - ], - "name": "LayeredDiffusionCondApply", - "display_name": "Layer Diffuse Cond Apply", - "description": "", - "category": "layer_diffuse", - "output_node": false - }, - "LayeredDiffusionCondJointApply": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "image": [ - "IMAGE" - ], - "config": [ - [ - "SD15, Foreground, attn_sharing, Batch size (2N)", - "SD15, Background, attn_sharing, Batch size (2N)" - ] - ] - }, - "optional": { - "cond": [ - "CONDITIONING" - ], - "blended_cond": [ - "CONDITIONING" - ] - } - }, - "output": [ - "MODEL" - ], - "output_is_list": [ - false - ], - "output_name": [ - "MODEL" - ], - "name": "LayeredDiffusionCondJointApply", - "display_name": "Layer Diffuse Cond Joint Apply", - "description": "", - "category": "layer_diffuse", - "output_node": false - }, - "LayeredDiffusionDiffApply": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "cond": [ - "CONDITIONING" - ], - "uncond": [ - "CONDITIONING" - ], - "blended_latent": [ - "LATENT" - ], - "latent": [ - "LATENT" - ], - "config": [ - [ - "SDXL, Foreground", - "SDXL, Background" - ] - ], - "weight": [ - "FLOAT", - { - "default": 1, - "min": -1, - "max": 3, - "step": 0.05 - } - ] - } - }, - "output": [ - "MODEL", - "CONDITIONING", - "CONDITIONING" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "MODEL", - "CONDITIONING", - "CONDITIONING" - ], - "name": "LayeredDiffusionDiffApply", - "display_name": "Layer Diffuse Diff Apply", - "description": "", - "category": "layer_diffuse", - "output_node": false - }, - "LayeredDiffusionDecode": { - 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"display_name": "Layer Diffuse Decode (RGBA)", - "description": "", - "category": "layer_diffuse", - "output_node": false - }, - "LayeredDiffusionDecodeSplit": { - "input": { - "required": { - "samples": [ - "LATENT" - ], - "images": [ - "IMAGE" - ], - "frames": [ - "INT", - { - "default": 2, - "min": 2, - "max": 3, - "step": 1 - } - ], - "sd_version": [ - [ - "SD15", - "SDXL" - ], - { - "default": "SDXL" - } - ], - "sub_batch_size": [ - "INT", - { - "default": 16, - "min": 1, - "max": 4096, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE", - "IMAGE", - "IMAGE" - ], - "output_is_list": [ - false, - false, - false - ], - "output_name": [ - "IMAGE", - "IMAGE", - "IMAGE" - ], - "name": "LayeredDiffusionDecodeSplit", - "display_name": "Layer Diffuse Decode (Split)", - "description": "", - "category": "layer_diffuse", - "output_node": false - }, - "huchenlei.OpenposeEditor": { - "input": { - "required": { - "image": [ - [ - "ComfyUI_temp_cfdai_00001_.png", - "ComfyUI_temp_cfdai_00002_.png", - "ComfyUI_temp_cfdai_00003_.png", - "ComfyUI_temp_cfdai_00004_.png", - "ComfyUI_temp_cfdai_00005_.png", - "ComfyUI_temp_cfdai_00006_.png", - "ComfyUI_temp_cfdai_00007_.png", - "ComfyUI_temp_cfdai_00008_.png", - "ComfyUI_temp_cfdai_00009_.png", - "ComfyUI_temp_cfdai_00010_.png", - "ComfyUI_temp_cfdai_00011_.png" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "huchenlei.OpenposeEditor", - "display_name": "OpenposeEditor+", - "description": "", - "category": "image/load_openpose+", - "output_node": true - }, - "ArithmeticBlend": { - "input": { - "required": { - "image1": [ - "IMAGE" - ], - "image2": [ - "IMAGE" - ], - "blend_mode": [ - [ - "add", - "subtract", - "difference" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ArithmeticBlend", - "display_name": "ArithmeticBlend", - "description": "", - "category": "postprocessing/Blends", - "output_node": false - }, - "AsciiArt": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "char_size": [ - "INT", - { - "default": 12, - "min": 0, - "max": 64, - "step": 2 - } - ], - "font_size": [ - "INT", - { - "default": 12, - "min": 0, - "max": 64, - "step": 2 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "AsciiArt", - "display_name": "AsciiArt", - "description": "", - "category": "postprocessing/Effects", - "output_node": false - }, - "Blend": { - "input": { - "required": { - "image1": [ - "IMAGE" - ], - "image2": [ - "IMAGE" - ], - "blend_factor": [ - "FLOAT", - { - "default": 0.5, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "blend_mode": [ - [ - "normal", - "multiply", - "screen", - "overlay", - "soft_light" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "Blend", - "display_name": "Blend", - "description": "", - "category": "postprocessing/Blends", - "output_node": false - }, - "Blur": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "blur_radius": [ - "INT", - { - "default": 1, - "min": 1, - "max": 15, - "step": 1 - } - ], - "sigma": [ - "FLOAT", - { - "default": 1, - "min": 0.1, - "max": 10, - "step": 0.1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "Blur", - "display_name": "Blur", - "description": "", - "category": "postprocessing/Filters", - "output_node": false - }, - "CannyEdgeMask": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "lower_threshold": [ - "INT", - { - "default": 100, - "min": 0, - "max": 500, - "step": 10 - } - ], - "upper_threshold": [ - "INT", - { - "default": 200, - "min": 0, - "max": 500, - "step": 10 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "CannyEdgeMask", - "display_name": "CannyEdgeMask", - "description": "", - "category": "postprocessing/Masks", - "output_node": false - }, - "ChromaticAberration": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "red_shift": [ - "INT", - { - "default": 0, - "min": -20, - "max": 20, - "step": 1 - } - ], - "red_direction": [ - [ - "horizontal", - "vertical" - ] - ], - "green_shift": [ - "INT", - { - "default": 0, - "min": -20, - "max": 20, - "step": 1 - } - ], - "green_direction": [ - [ - "horizontal", - "vertical" - ] - ], - "blue_shift": [ - "INT", - { - "default": 0, - "min": -20, - "max": 20, - "step": 1 - } - ], - "blue_direction": [ - [ - "horizontal", - "vertical" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ChromaticAberration", - "display_name": "ChromaticAberration", - "description": "", - "category": "postprocessing/Effects", - "output_node": false - }, - "ColorCorrect": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "temperature": [ - 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} - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "FilmGrain", - "display_name": "FilmGrain", - "description": "", - "category": "postprocessing/Effects", - "output_node": false - }, - "Glow": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "intensity": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 5, - "step": 0.01 - } - ], - "blur_radius": [ - "INT", - { - "default": 5, - "min": 1, - "max": 50, - "step": 1 - } - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "Glow", - "display_name": "Glow", - "description": "", - "category": "postprocessing/Effects", - "output_node": false - }, - "HSVThresholdMask": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "low_threshold": [ - "FLOAT", - { - "default": 0.2, - "min": 0, - "max": 1, - "step": 0.1 - } - ], - "high_threshold": [ - "FLOAT", - { - "default": 0.7, - "min": 0, - "max": 1, - "step": 0.1 - } - ], - "hsv_channel": [ - [ - "hue", - "saturation", - "value" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "HSVThresholdMask", - "display_name": "HSVThresholdMask", - "description": "", - "category": "postprocessing/Masks", - "output_node": false - }, - "KuwaharaBlur": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "blur_radius": [ - "INT", - { - "default": 3, - "min": 0, - "max": 31, - "step": 1 - } - ], - "method": [ - [ - "mean", - "gaussian" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "KuwaharaBlur", - "display_name": "KuwaharaBlur", - "description": "", - "category": "postprocessing/Filters", - "output_node": false - }, - "Parabolize": { - "input": { - "required": { - "image": [ - "IMAGE" - ], - "coeff": [ - "FLOAT", - { - "default": 1, - "min": -10, - "max": 10, - "step": 0.1 - } - ], - "vertex_x": [ - 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"Half Tile", - "Half Tile + Intersections" - ] - ], - "seam_fix_denoise": [ - "FLOAT", - { - "default": 1, - "min": 0, - "max": 1, - "step": 0.01 - } - ], - "seam_fix_width": [ - "INT", - { - "default": 64, - "min": 0, - "max": 8192, - "step": 8 - } - ], - "seam_fix_mask_blur": [ - "INT", - { - "default": 8, - "min": 0, - "max": 64, - "step": 1 - } - ], - "seam_fix_padding": [ - "INT", - { - "default": 16, - "min": 0, - "max": 8192, - "step": 8 - } - ], - "force_uniform_tiles": [ - [ - "enable", - "disable" - ] - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "UltimateSDUpscaleNoUpscale", - "display_name": "Ultimate SD Upscale (No Upscale)", - "description": "", - "category": "image/upscaling", - "output_node": false - }, - "ControlLoraSave": { - "input": { - "required": { - "model": [ - "MODEL" - ], - "control_net": [ - "CONTROL_NET" - ], - "filename_prefix": [ - "STRING", - { - "default": "controlnet_loras/ComfyUI_control_lora" - } - ], - "rank": [ - "INT", - { - "default": 64, - "min": 0, - "max": 1024, - "step": 8 - } - ] - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "ControlLoraSave", - "display_name": "ControlLoraSave", - "description": "", - "category": "stability/controlnet", - "output_node": true - }, - "ColorBlend": { - "input": { - "required": { - "bw_layer": [ - "IMAGE" - ], - "color_layer": [ - "IMAGE" - ] - } - }, - "output": [ - "IMAGE" - ], - "output_is_list": [ - false - ], - "output_name": [ - "IMAGE" - ], - "name": "ColorBlend", - "display_name": "Color Blend", - "description": "", - "category": "stability/image/postprocessing", - "output_node": false - }, - "GetImageSize": { - "input": { - "required": { - "image": [ - "IMAGE" - ] - } - }, - "output": [ - "INT", - "INT" - ], - "output_is_list": [ - false, - false - ], - "output_name": [ - "width", - "height" - ], - "name": "GetImageSize", - "display_name": "GetImageSize", - "description": "", - "category": "stability/image", - "output_node": false - }, - "SaveImageWebsocket": { - "input": { - "required": { - "images": [ - "IMAGE" - ] - } - }, - "output": [], - "output_is_list": [], - "output_name": [], - "name": "SaveImageWebsocket", - "display_name": "SaveImageWebsocket", - "description": "", - "category": "api/image", - "output_node": true - } -} \ No newline at end of file