diff --git a/src/scripts/api.js b/public/scripts/api.js
similarity index 100%
rename from src/scripts/api.js
rename to public/scripts/api.js
diff --git a/src/scripts/app.js b/public/scripts/app.js
similarity index 100%
rename from src/scripts/app.js
rename to public/scripts/app.js
diff --git a/src/scripts/defaultGraph.js b/public/scripts/defaultGraph.js
similarity index 100%
rename from src/scripts/defaultGraph.js
rename to public/scripts/defaultGraph.js
diff --git a/src/scripts/domWidget.js b/public/scripts/domWidget.js
similarity index 100%
rename from src/scripts/domWidget.js
rename to public/scripts/domWidget.js
diff --git a/public/scripts/index.js b/public/scripts/index.js
new file mode 100644
index 000000000..7c768c1cd
--- /dev/null
+++ b/public/scripts/index.js
@@ -0,0 +1,7 @@
+import { app } from "./app.js";
+
+(async () => {
+ await app.setup();
+ window.app = app;
+ window.graph = app.graph;
+})();
diff --git a/src/scripts/logging.js b/public/scripts/logging.js
similarity index 100%
rename from src/scripts/logging.js
rename to public/scripts/logging.js
diff --git a/src/scripts/pnginfo.js b/public/scripts/pnginfo.js
similarity index 100%
rename from src/scripts/pnginfo.js
rename to public/scripts/pnginfo.js
diff --git a/src/scripts/ui.js b/public/scripts/ui.js
similarity index 100%
rename from src/scripts/ui.js
rename to public/scripts/ui.js
diff --git a/src/scripts/ui/dialog.js b/public/scripts/ui/dialog.js
similarity index 100%
rename from src/scripts/ui/dialog.js
rename to public/scripts/ui/dialog.js
diff --git a/src/scripts/ui/draggableList.js b/public/scripts/ui/draggableList.js
similarity index 100%
rename from src/scripts/ui/draggableList.js
rename to public/scripts/ui/draggableList.js
diff --git a/src/scripts/ui/imagePreview.js b/public/scripts/ui/imagePreview.js
similarity index 100%
rename from src/scripts/ui/imagePreview.js
rename to public/scripts/ui/imagePreview.js
diff --git a/src/scripts/ui/settings.js b/public/scripts/ui/settings.js
similarity index 100%
rename from src/scripts/ui/settings.js
rename to public/scripts/ui/settings.js
diff --git a/src/scripts/ui/spinner.css b/public/scripts/ui/spinner.css
similarity index 100%
rename from src/scripts/ui/spinner.css
rename to public/scripts/ui/spinner.css
diff --git a/src/scripts/ui/spinner.js b/public/scripts/ui/spinner.js
similarity index 100%
rename from src/scripts/ui/spinner.js
rename to public/scripts/ui/spinner.js
diff --git a/src/scripts/ui/toggleSwitch.js b/public/scripts/ui/toggleSwitch.js
similarity index 100%
rename from src/scripts/ui/toggleSwitch.js
rename to public/scripts/ui/toggleSwitch.js
diff --git a/src/scripts/ui/userSelection.css b/public/scripts/ui/userSelection.css
similarity index 100%
rename from src/scripts/ui/userSelection.css
rename to public/scripts/ui/userSelection.css
diff --git a/src/scripts/ui/userSelection.js b/public/scripts/ui/userSelection.js
similarity index 100%
rename from src/scripts/ui/userSelection.js
rename to public/scripts/ui/userSelection.js
diff --git a/src/scripts/utils.js b/public/scripts/utils.js
similarity index 100%
rename from src/scripts/utils.js
rename to public/scripts/utils.js
diff --git a/src/scripts/widgets.js b/public/scripts/widgets.js
similarity index 100%
rename from src/scripts/widgets.js
rename to public/scripts/widgets.js
diff --git a/src/types/comfy.d.ts b/public/types/comfy.d.ts
similarity index 100%
rename from src/types/comfy.d.ts
rename to public/types/comfy.d.ts
diff --git a/src/types/litegraph.d.ts b/public/types/litegraph.d.ts
similarity index 100%
rename from src/types/litegraph.d.ts
rename to public/types/litegraph.d.ts
diff --git a/tests-ui/data/object_info.json b/tests-ui/data/object_info.json
new file mode 100644
index 000000000..3d664092c
--- /dev/null
+++ b/tests-ui/data/object_info.json
@@ -0,0 +1,57663 @@
+{
+ "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": [
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+ ],
+ "negative": [
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+ ],
+ "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"
+ ],
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+ false
+ ],
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+ "name": "CheckpointLoaderSimple",
+ "display_name": "Load Checkpoint",
+ "description": "",
+ "category": "loaders",
+ "output_node": false
+ },
+ "CLIPTextEncode": {
+ "input": {
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+ "text": [
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+ {
+ "multiline": true,
+ "dynamicPrompts": true
+ }
+ ],
+ "clip": [
+ "CLIP"
+ ]
+ }
+ },
+ "output": [
+ "CONDITIONING"
+ ],
+ "output_is_list": [
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+ ],
+ "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",
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+ "5.webp",
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+ "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
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+ "dog (2).png",
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+ }
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+ "name": "easy boolean",
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+ },
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+ ],
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+ ],
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+ "category": "EasyUse/Logic/Math",
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+ },
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+ "output": [],
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+ "category": "EasyUse/Logic",
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+ },
+ "easy cleanGpuUsed": {
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+ {}
+ ]
+ },
+ "optional": {},
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+ },
+ "output": [],
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+ "name": "easy cleanGpuUsed",
+ "display_name": "Clean GPU Used",
+ "description": "",
+ "category": "EasyUse/Logic",
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+ },
+ "HiDiffusionApply": {
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+ {
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+ ],
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+ }
+ ]
+ }
+ },
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+ "output_is_list": [
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+ ],
+ "name": "HiDiffusionApply",
+ "display_name": "HiDiffusion Apply",
+ "description": "",
+ "category": "load_model",
+ "output_node": false
+ },
+ "ICLightAppply": {
+ "input": {
+ "required": {
+ "model": [
+ "MODEL"
+ ],
+ "ic_model": [
+ "MODEL"
+ ],
+ "c_concat": [
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+ }
+ },
+ "output": [
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+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
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+ ],
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+ "category": "_for_testing",
+ "output_node": false
+ },
+ "ICLightApplyMaskGrey": {
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+ ],
+ "alpha": [
+ "MASK"
+ ]
+ }
+ },
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+ ],
+ "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": {
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+ "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": [
+ [
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+ "329565424-b2b6fad2-3042-4df8-bc4d-4408a625d0fe.jpg",
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+ "329863292-e01cd66a-c4a4-41cd-972f-8806cce383d2 (3).png",
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+ "35877b78-8568-4242-8d87-9c9f3f69c238 (5).jpeg",
+ "35877b78-8568-4242-8d87-9c9f3f69c238.jpeg",
+ "360_F_244328590_RiyvTqK8DUKDX6GSHj3JVMjiuJnwhu0y.jpg",
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+ "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": false
+ }
+ ],
+ "exposures": [
+ "STRING",
+ {
+ "default": "-2,-1,0,1,2"
+ }
+ ]
+ }
+ },
+ "output": [
+ "IMAGE",
+ "MASK"
+ ],
+ "output_is_list": [
+ false,
+ false
+ ],
+ "output_name": [
+ "IMAGE",
+ "MASK"
+ ],
+ "name": "LoadHDRImage",
+ "display_name": "Load HDR Image",
+ "description": "\nLoads a .hdr image from the input directory. \nOutput is a batch of LDR images with the selected exposures. \n\n",
+ "category": "IC-Light",
+ "output_node": false
+ },
+ "BackgroundScaler": {
+ "input": {
+ "required": {
+ "image": [
+ "IMAGE"
+ ],
+ "mask": [
+ "MASK"
+ ],
+ "scale": [
+ "FLOAT",
+ {
+ "default": 0.5,
+ "min": -10,
+ "max": 10,
+ "step": 0.001
+ }
+ ],
+ "invert": [
+ "BOOLEAN",
+ {
+ "default": false
+ }
+ ]
+ }
+ },
+ "output": [
+ "IMAGE"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "IMAGE"
+ ],
+ "name": "BackgroundScaler",
+ "display_name": "Background Scaler",
+ "description": "\nSets the masked area color in grayscale range. \n",
+ "category": "IC-Light",
+ "output_node": false
+ },
+ "DetailTransfer": {
+ "input": {
+ "required": {
+ "target": [
+ "IMAGE"
+ ],
+ "source": [
+ "IMAGE"
+ ],
+ "mode": [
+ [
+ "add",
+ "multiply",
+ "screen",
+ "overlay",
+ "soft_light",
+ "hard_light",
+ "color_dodge",
+ "color_burn",
+ "difference",
+ "exclusion",
+ "divide"
+ ],
+ {
+ "default": "add"
+ }
+ ],
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+ "FLOAT",
+ {
+ "default": 1,
+ "min": 0.1,
+ "max": 100,
+ "step": 0.01
+ }
+ ],
+ "blend_factor": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": -10,
+ "max": 10,
+ "step": 0.001,
+ "round": 0.001
+ }
+ ]
+ },
+ "optional": {
+ "mask": [
+ "MASK"
+ ]
+ }
+ },
+ "output": [
+ "IMAGE"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "IMAGE"
+ ],
+ "name": "DetailTransfer",
+ "display_name": "Detail Transfer",
+ "description": "",
+ "category": "IC-Light",
+ "output_node": false
+ },
+ "SAMLoader": {
+ "input": {
+ "required": {
+ "model_name": [
+ [
+ "sam_vit_b_01ec64.pth",
+ "ESAM"
+ ]
+ ],
+ "device_mode": [
+ [
+ "AUTO",
+ "Prefer GPU",
+ "CPU"
+ ]
+ ]
+ }
+ },
+ "output": [
+ "SAM_MODEL"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SAM_MODEL"
+ ],
+ "name": "SAMLoader",
+ "display_name": "SAMLoader (Impact)",
+ "description": "",
+ "category": "ImpactPack",
+ "output_node": false
+ },
+ "CLIPSegDetectorProvider": {
+ "input": {
+ "required": {
+ "text": [
+ "STRING",
+ {
+ "multiline": false
+ }
+ ],
+ "blur": [
+ "FLOAT",
+ {
+ "min": 0,
+ "max": 15,
+ "step": 0.1,
+ "default": 7
+ }
+ ],
+ "threshold": [
+ "FLOAT",
+ {
+ "min": 0,
+ "max": 1,
+ "step": 0.05,
+ "default": 0.4
+ }
+ ],
+ "dilation_factor": [
+ "INT",
+ {
+ "min": 0,
+ "max": 10,
+ "step": 1,
+ "default": 4
+ }
+ ]
+ }
+ },
+ "output": [
+ "BBOX_DETECTOR"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "BBOX_DETECTOR"
+ ],
+ "name": "CLIPSegDetectorProvider",
+ "display_name": "CLIPSegDetectorProvider",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "ONNXDetectorProvider": {
+ "input": {
+ "required": {
+ "model_name": [
+ []
+ ]
+ }
+ },
+ "output": [
+ "BBOX_DETECTOR"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "BBOX_DETECTOR"
+ ],
+ "name": "ONNXDetectorProvider",
+ "display_name": "ONNXDetectorProvider",
+ "description": "",
+ "category": "ImpactPack",
+ "output_node": false
+ },
+ "BitwiseAndMaskForEach": {
+ "input": {
+ "required": {
+ "base_segs": [
+ "SEGS"
+ ],
+ "mask_segs": [
+ "SEGS"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "BitwiseAndMaskForEach",
+ "display_name": "Bitwise(SEGS & SEGS)",
+ "description": "",
+ "category": "ImpactPack/Operation",
+ "output_node": false
+ },
+ "SubtractMaskForEach": {
+ "input": {
+ "required": {
+ "base_segs": [
+ "SEGS"
+ ],
+ "mask_segs": [
+ "SEGS"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "SubtractMaskForEach",
+ "display_name": "Bitwise(SEGS - SEGS)",
+ "description": "",
+ "category": "ImpactPack/Operation",
+ "output_node": false
+ },
+ "DetailerForEach": {
+ "input": {
+ "required": {
+ "image": [
+ "IMAGE"
+ ],
+ "segs": [
+ "SEGS"
+ ],
+ "model": [
+ "MODEL"
+ ],
+ "clip": [
+ "CLIP"
+ ],
+ "vae": [
+ "VAE"
+ ],
+ "guide_size": [
+ "FLOAT",
+ {
+ "default": 384,
+ "min": 64,
+ "max": 16384,
+ "step": 8
+ }
+ ],
+ "guide_size_for": [
+ "BOOLEAN",
+ {
+ "default": true,
+ "label_on": "bbox",
+ "label_off": "crop_region"
+ }
+ ],
+ "max_size": [
+ "FLOAT",
+ {
+ "default": 1024,
+ "min": 64,
+ "max": 16384,
+ "step": 8
+ }
+ ],
+ "seed": [
+ "INT",
+ {
+ "default": 0,
+ "min": 0,
+ "max": 18446744073709552000
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+ ],
+ "steps": [
+ "INT",
+ {
+ "default": 20,
+ "min": 1,
+ "max": 10000
+ }
+ ],
+ "cfg": [
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+ {
+ "default": 8,
+ "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",
+ "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"
+ ],
+ "denoise": [
+ "FLOAT",
+ {
+ "default": 0.5,
+ "min": 0.0001,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "feather": [
+ "INT",
+ {
+ "default": 5,
+ "min": 0,
+ "max": 100,
+ "step": 1
+ }
+ ],
+ "noise_mask": [
+ "BOOLEAN",
+ {
+ "default": true,
+ "label_on": "enabled",
+ "label_off": "disabled"
+ }
+ ],
+ "force_inpaint": [
+ "BOOLEAN",
+ {
+ "default": true,
+ "label_on": "enabled",
+ "label_off": "disabled"
+ }
+ ],
+ "wildcard": [
+ "STRING",
+ {
+ "multiline": true,
+ "dynamicPrompts": false
+ }
+ ],
+ "cycle": [
+ "INT",
+ {
+ "default": 1,
+ "min": 1,
+ "max": 10,
+ "step": 1
+ }
+ ]
+ },
+ "optional": {
+ "detailer_hook": [
+ "DETAILER_HOOK"
+ ],
+ "inpaint_model": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "enabled",
+ "label_off": "disabled"
+ }
+ ],
+ "noise_mask_feather": [
+ "INT",
+ {
+ "default": 20,
+ "min": 0,
+ "max": 100,
+ "step": 1
+ }
+ ]
+ }
+ },
+ "output": [
+ "IMAGE"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "IMAGE"
+ ],
+ "name": "DetailerForEach",
+ "display_name": "Detailer (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Detailer",
+ "output_node": false
+ },
+ "DetailerForEachDebug": {
+ "input": {
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+ "image": [
+ "IMAGE"
+ ],
+ "segs": [
+ "SEGS"
+ ],
+ "model": [
+ "MODEL"
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+ "clip": [
+ "CLIP"
+ ],
+ "vae": [
+ "VAE"
+ ],
+ "guide_size": [
+ "FLOAT",
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+ "min": 64,
+ "max": 16384,
+ "step": 8
+ }
+ ],
+ "guide_size_for": [
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+ {
+ "default": true,
+ "label_on": "bbox",
+ "label_off": "crop_region"
+ }
+ ],
+ "max_size": [
+ "FLOAT",
+ {
+ "default": 1024,
+ "min": 64,
+ "max": 16384,
+ "step": 8
+ }
+ ],
+ "seed": [
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+ "min": 0,
+ "max": 18446744073709552000
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+ ],
+ "steps": [
+ "INT",
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+ "min": 1,
+ "max": 10000
+ }
+ ],
+ "cfg": [
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+ "min": 0,
+ "max": 100
+ }
+ ],
+ "sampler_name": [
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+ "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": [
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+ "normal",
+ "karras",
+ "exponential",
+ "sgm_uniform",
+ "simple",
+ "ddim_uniform"
+ ]
+ ],
+ "positive": [
+ "CONDITIONING"
+ ],
+ "negative": [
+ "CONDITIONING"
+ ],
+ "denoise": [
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+ {
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+ "min": 0.0001,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "feather": [
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+ {
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+ "min": 0,
+ "max": 100,
+ "step": 1
+ }
+ ],
+ "noise_mask": [
+ "BOOLEAN",
+ {
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+ "label_on": "enabled",
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+ }
+ ],
+ "force_inpaint": [
+ "BOOLEAN",
+ {
+ "default": true,
+ "label_on": "enabled",
+ "label_off": "disabled"
+ }
+ ],
+ "wildcard": [
+ "STRING",
+ {
+ "multiline": true,
+ "dynamicPrompts": false
+ }
+ ],
+ "cycle": [
+ "INT",
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+ "default": 1,
+ "min": 1,
+ "max": 10,
+ "step": 1
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+ ]
+ },
+ "optional": {
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+ "DETAILER_HOOK"
+ ],
+ "inpaint_model": [
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+ {
+ "default": false,
+ "label_on": "enabled",
+ "label_off": "disabled"
+ }
+ ],
+ "noise_mask_feather": [
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+ "max": 100,
+ "step": 1
+ }
+ ]
+ }
+ },
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+ "IMAGE",
+ "IMAGE",
+ "IMAGE",
+ "IMAGE",
+ "IMAGE"
+ ],
+ "output_is_list": [
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+ true,
+ true,
+ true,
+ true
+ ],
+ "output_name": [
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+ "cropped",
+ "cropped_refined",
+ "cropped_refined_alpha",
+ "cnet_images"
+ ],
+ "name": "DetailerForEachDebug",
+ "display_name": "DetailerDebug (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Detailer",
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+ },
+ "DetailerForEachPipe": {
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+ ],
+ "segs": [
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+ ],
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+ "label_on": "bbox",
+ "label_off": "crop_region"
+ }
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+ "ddim",
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+ "uni_pc_bh2"
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+ ],
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+ "label_off": "disabled"
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+ "dynamicPrompts": false
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+ ],
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+ ]
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+ "refiner_basic_pipe_opt": [
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+ ]
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+ "BASIC_PIPE",
+ "IMAGE"
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+ true
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+ "PK_HOOK"
+ ],
+ "hook2": [
+ "PK_HOOK"
+ ]
+ }
+ },
+ "output": [
+ "PK_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "PK_HOOK"
+ ],
+ "name": "PixelKSampleHookCombine",
+ "display_name": "PixelKSampleHookCombine",
+ "description": "",
+ "category": "ImpactPack/Upscale",
+ "output_node": false
+ },
+ "DenoiseScheduleHookProvider": {
+ "input": {
+ "required": {
+ "schedule_for_iteration": [
+ [
+ "simple"
+ ]
+ ],
+ "target_denoise": [
+ "FLOAT",
+ {
+ "default": 0.2,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ]
+ }
+ },
+ "output": [
+ "PK_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "PK_HOOK"
+ ],
+ "name": "DenoiseScheduleHookProvider",
+ "display_name": "DenoiseScheduleHookProvider",
+ "description": "",
+ "category": "ImpactPack/Upscale",
+ "output_node": false
+ },
+ "StepsScheduleHookProvider": {
+ "input": {
+ "required": {
+ "schedule_for_iteration": [
+ [
+ "simple"
+ ]
+ ],
+ "target_steps": [
+ "INT",
+ {
+ "default": 20,
+ "min": 1,
+ "max": 10000
+ }
+ ]
+ }
+ },
+ "output": [
+ "PK_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "PK_HOOK"
+ ],
+ "name": "StepsScheduleHookProvider",
+ "display_name": "StepsScheduleHookProvider",
+ "description": "",
+ "category": "ImpactPack/Upscale",
+ "output_node": false
+ },
+ "CfgScheduleHookProvider": {
+ "input": {
+ "required": {
+ "schedule_for_iteration": [
+ [
+ "simple"
+ ]
+ ],
+ "target_cfg": [
+ "FLOAT",
+ {
+ "default": 3,
+ "min": 0,
+ "max": 100
+ }
+ ]
+ }
+ },
+ "output": [
+ "PK_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "PK_HOOK"
+ ],
+ "name": "CfgScheduleHookProvider",
+ "display_name": "CfgScheduleHookProvider",
+ "description": "",
+ "category": "ImpactPack/Upscale",
+ "output_node": false
+ },
+ "NoiseInjectionHookProvider": {
+ "input": {
+ "required": {
+ "schedule_for_iteration": [
+ [
+ "simple"
+ ]
+ ],
+ "source": [
+ [
+ "CPU",
+ "GPU"
+ ]
+ ],
+ "seed": [
+ "INT",
+ {
+ "default": 0,
+ "min": 0,
+ "max": 18446744073709552000
+ }
+ ],
+ "start_strength": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": 0,
+ "max": 200,
+ "step": 0.01
+ }
+ ],
+ "end_strength": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": 0,
+ "max": 200,
+ "step": 0.01
+ }
+ ]
+ }
+ },
+ "output": [
+ "PK_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "PK_HOOK"
+ ],
+ "name": "NoiseInjectionHookProvider",
+ "display_name": "NoiseInjectionHookProvider",
+ "description": "",
+ "category": "ImpactPack/Upscale",
+ "output_node": false
+ },
+ "UnsamplerHookProvider": {
+ "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",
+ "dpmpp_3m_sde",
+ "dpmpp_3m_sde_gpu",
+ "ddpm",
+ "lcm",
+ "ddim",
+ "uni_pc",
+ "uni_pc_bh2"
+ ]
+ ],
+ "scheduler": [
+ [
+ "normal",
+ "karras",
+ "exponential",
+ "sgm_uniform",
+ "simple",
+ "ddim_uniform"
+ ]
+ ],
+ "normalize": [
+ [
+ "disable",
+ "enable"
+ ]
+ ],
+ "positive": [
+ "CONDITIONING"
+ ],
+ "negative": [
+ "CONDITIONING"
+ ],
+ "schedule_for_iteration": [
+ [
+ "simple"
+ ]
+ ]
+ }
+ },
+ "output": [
+ "PK_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "PK_HOOK"
+ ],
+ "name": "UnsamplerHookProvider",
+ "display_name": "UnsamplerHookProvider",
+ "description": "",
+ "category": "ImpactPack/Upscale",
+ "output_node": false
+ },
+ "CoreMLDetailerHookProvider": {
+ "input": {
+ "required": {
+ "mode": [
+ [
+ "512x512",
+ "768x768",
+ "512x768",
+ "768x512"
+ ]
+ ]
+ }
+ },
+ "output": [
+ "DETAILER_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "DETAILER_HOOK"
+ ],
+ "name": "CoreMLDetailerHookProvider",
+ "display_name": "CoreMLDetailerHookProvider",
+ "description": "",
+ "category": "ImpactPack/Detailer",
+ "output_node": false
+ },
+ "PreviewDetailerHookProvider": {
+ "input": {
+ "required": {
+ "quality": [
+ "INT",
+ {
+ "default": 95,
+ "min": 20,
+ "max": 100
+ }
+ ]
+ },
+ "hidden": {
+ "unique_id": "UNIQUE_ID"
+ }
+ },
+ "output": [
+ "DETAILER_HOOK",
+ "UPSCALER_HOOK"
+ ],
+ "output_is_list": [
+ false,
+ false
+ ],
+ "output_name": [
+ "DETAILER_HOOK",
+ "UPSCALER_HOOK"
+ ],
+ "name": "PreviewDetailerHookProvider",
+ "display_name": "PreviewDetailerHookProvider",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "DetailerHookCombine": {
+ "input": {
+ "required": {
+ "hook1": [
+ "DETAILER_HOOK"
+ ],
+ "hook2": [
+ "DETAILER_HOOK"
+ ]
+ }
+ },
+ "output": [
+ "DETAILER_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "DETAILER_HOOK"
+ ],
+ "name": "DetailerHookCombine",
+ "display_name": "DetailerHookCombine",
+ "description": "",
+ "category": "ImpactPack/Upscale",
+ "output_node": false
+ },
+ "NoiseInjectionDetailerHookProvider": {
+ "input": {
+ "required": {
+ "schedule_for_cycle": [
+ [
+ "skip_start",
+ "from_start"
+ ]
+ ],
+ "source": [
+ [
+ "CPU",
+ "GPU"
+ ]
+ ],
+ "seed": [
+ "INT",
+ {
+ "default": 0,
+ "min": 0,
+ "max": 18446744073709552000
+ }
+ ],
+ "start_strength": [
+ "FLOAT",
+ {
+ "default": 2,
+ "min": 0,
+ "max": 200,
+ "step": 0.01
+ }
+ ],
+ "end_strength": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": 0,
+ "max": 200,
+ "step": 0.01
+ }
+ ]
+ }
+ },
+ "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",
+ "dpmpp_3m_sde",
+ "dpmpp_3m_sde_gpu",
+ "ddpm",
+ "lcm",
+ "ddim",
+ "uni_pc",
+ "uni_pc_bh2"
+ ]
+ ],
+ "scheduler": [
+ [
+ "normal",
+ "karras",
+ "exponential",
+ "sgm_uniform",
+ "simple",
+ "ddim_uniform"
+ ]
+ ],
+ "normalize": [
+ [
+ "disable",
+ "enable"
+ ]
+ ],
+ "positive": [
+ "CONDITIONING"
+ ],
+ "negative": [
+ "CONDITIONING"
+ ],
+ "schedule_for_cycle": [
+ [
+ "skip_start",
+ "from_start"
+ ]
+ ]
+ }
+ },
+ "output": [
+ "DETAILER_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "DETAILER_HOOK"
+ ],
+ "name": "UnsamplerDetailerHookProvider",
+ "display_name": "UnsamplerDetailerHookProvider",
+ "description": "",
+ "category": "ImpactPack/Detailer",
+ "output_node": false
+ },
+ "DenoiseSchedulerDetailerHookProvider": {
+ "input": {
+ "required": {
+ "schedule_for_cycle": [
+ [
+ "simple"
+ ]
+ ],
+ "target_denoise": [
+ "FLOAT",
+ {
+ "default": 0.3,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ]
+ }
+ },
+ "output": [
+ "DETAILER_HOOK"
+ ],
+ "output_is_list": [
+ 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": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "SEGSRangeFilterDetailerHookProvider": {
+ "input": {
+ "required": {
+ "target": [
+ [
+ "area(=w*h)",
+ "width",
+ "height",
+ "x1",
+ "y1",
+ "x2",
+ "y2",
+ "length_percent"
+ ]
+ ],
+ "mode": [
+ "BOOLEAN",
+ {
+ "default": true,
+ "label_on": "inside",
+ "label_off": "outside"
+ }
+ ],
+ "min_value": [
+ "INT",
+ {
+ "default": 0,
+ "min": 0,
+ "max": 9223372036854776000,
+ "step": 1
+ }
+ ],
+ "max_value": [
+ "INT",
+ {
+ "default": 67108864,
+ "min": 0,
+ "max": 9223372036854776000,
+ "step": 1
+ }
+ ]
+ }
+ },
+ "output": [
+ "DETAILER_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "DETAILER_HOOK"
+ ],
+ "name": "SEGSRangeFilterDetailerHookProvider",
+ "display_name": "SEGSRangeFilterDetailerHookProvider",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "SEGSLabelFilterDetailerHookProvider": {
+ "input": {
+ "required": {
+ "segs": [
+ "SEGS"
+ ],
+ "preset": [
+ [
+ "all",
+ "hand",
+ "face",
+ "mouth",
+ "eyes",
+ "eyebrows",
+ "pupils",
+ "left_eyebrow",
+ "left_eye",
+ "left_pupil",
+ "right_eyebrow",
+ "right_eye",
+ "right_pupil",
+ "short_sleeved_shirt",
+ "long_sleeved_shirt",
+ "short_sleeved_outwear",
+ "long_sleeved_outwear",
+ "vest",
+ "sling",
+ "shorts",
+ "trousers",
+ "skirt",
+ "short_sleeved_dress",
+ "long_sleeved_dress",
+ "vest_dress",
+ "sling_dress",
+ "person",
+ "bicycle",
+ "car",
+ "motorcycle",
+ "airplane",
+ "bus",
+ "train",
+ "truck",
+ "boat",
+ "traffic light",
+ "fire hydrant",
+ "stop sign",
+ "parking meter",
+ "bench",
+ "bird",
+ "cat",
+ "dog",
+ "horse",
+ "sheep",
+ "cow",
+ "elephant",
+ "bear",
+ "zebra",
+ "giraffe",
+ "backpack",
+ "umbrella",
+ "handbag",
+ "tie",
+ "suitcase",
+ "frisbee",
+ "skis",
+ "snowboard",
+ "sports ball",
+ "kite",
+ "baseball bat",
+ "baseball glove",
+ "skateboard",
+ "surfboard",
+ "tennis racket",
+ "bottle",
+ "wine glass",
+ "cup",
+ "fork",
+ "knife",
+ "spoon",
+ "bowl",
+ "banana",
+ "apple",
+ "sandwich",
+ "orange",
+ "broccoli",
+ "carrot",
+ "hot dog",
+ "pizza",
+ "donut",
+ "cake",
+ "chair",
+ "couch",
+ "potted plant",
+ "bed",
+ "dining table",
+ "toilet",
+ "tv",
+ "laptop",
+ "mouse",
+ "remote",
+ "keyboard",
+ "cell phone",
+ "microwave",
+ "oven",
+ "toaster",
+ "sink",
+ "refrigerator",
+ "book",
+ "clock",
+ "vase",
+ "scissors",
+ "teddy bear",
+ "hair drier",
+ "toothbrush"
+ ]
+ ],
+ "labels": [
+ "STRING",
+ {
+ "multiline": true,
+ "placeholder": "List the types of segments to be allowed, separated by commas"
+ }
+ ]
+ }
+ },
+ "output": [
+ "DETAILER_HOOK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "DETAILER_HOOK"
+ ],
+ "name": "SEGSLabelFilterDetailerHookProvider",
+ "display_name": "SEGSLabelFilterDetailerHookProvider",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "BitwiseAndMask": {
+ "input": {
+ "required": {
+ "mask1": [
+ "MASK"
+ ],
+ "mask2": [
+ "MASK"
+ ]
+ }
+ },
+ "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
+ },
+ "MediaPipeFaceMeshToSEGS": {
+ "input": {
+ "required": {
+ "image": [
+ "IMAGE"
+ ],
+ "crop_factor": [
+ "FLOAT",
+ {
+ "default": 3,
+ "min": 1,
+ "max": 100,
+ "step": 0.1
+ }
+ ],
+ "bbox_fill": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "enabled",
+ "label_off": "disabled"
+ }
+ ],
+ "crop_min_size": [
+ "INT",
+ {
+ "min": 10,
+ "max": 16384,
+ "step": 1,
+ "default": 50
+ }
+ ],
+ "drop_size": [
+ "INT",
+ {
+ "min": 1,
+ "max": 16384,
+ "step": 1,
+ "default": 1
+ }
+ ],
+ "dilation": [
+ "INT",
+ {
+ "default": 0,
+ "min": -512,
+ "max": 512,
+ "step": 1
+ }
+ ],
+ "face": [
+ "BOOLEAN",
+ {
+ "default": true,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ],
+ "mouth": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ],
+ "left_eyebrow": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ],
+ "left_eye": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ],
+ "left_pupil": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ],
+ "right_eyebrow": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ],
+ "right_eye": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ],
+ "right_pupil": [
+ "BOOLEAN",
+ {
+ "default": false,
+ "label_on": "Enabled",
+ "label_off": "Disabled"
+ }
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "MediaPipeFaceMeshToSEGS",
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+ "category": "ImpactPack/Operation",
+ "output_node": false
+ },
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+ "label_on": "True",
+ "label_off": "False"
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+ ],
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+ ],
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+ "label_off": "disabled"
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+ ],
+ "drop_size": [
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+ {
+ "min": 1,
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+ ],
+ "contour_fill": [
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+ {
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+ "label_on": "enabled",
+ "label_off": "disabled"
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+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
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+ false
+ ],
+ "output_name": [
+ "SEGS"
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+ "name": "MaskToSEGS",
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+ "category": "ImpactPack/Operation",
+ "output_node": false
+ },
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+ "MASK"
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+ "label_on": "True",
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+ ],
+ "crop_factor": [
+ "FLOAT",
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+ ],
+ "bbox_fill": [
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+ {
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+ }
+ ],
+ "drop_size": [
+ "INT",
+ {
+ "min": 1,
+ "max": 16384,
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+ }
+ ],
+ "contour_fill": [
+ "BOOLEAN",
+ {
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+ "label_on": "enabled",
+ "label_off": "disabled"
+ }
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
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+ "name": "MaskToSEGS_for_AnimateDiff",
+ "display_name": "MASK to SEGS for AnimateDiff",
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+ "category": "ImpactPack/Operation",
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+ },
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+ },
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+ "output_is_list": [
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+ "name": "ToBinaryMask",
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+ "category": "ImpactPack/Operation",
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+ },
+ "MasksToMaskList": {
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+ "masks": [
+ "MASK"
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+ }
+ },
+ "output": [
+ "MASK"
+ ],
+ "output_is_list": [
+ true
+ ],
+ "output_name": [
+ "MASK"
+ ],
+ "name": "MasksToMaskList",
+ "display_name": "Masks to Mask List",
+ "description": "",
+ "category": "ImpactPack/Operation",
+ "output_node": false
+ },
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+ "mask": [
+ "MASK"
+ ]
+ }
+ },
+ "output": [
+ "MASK"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "MASK"
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+ "name": "MaskListToMaskBatch",
+ "display_name": "Mask List to Masks",
+ "description": "",
+ "category": "ImpactPack/Operation",
+ "output_node": false
+ },
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+ }
+ },
+ "output": [
+ "IMAGE"
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+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "IMAGE"
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+ "name": "ImageListToImageBatch",
+ "display_name": "Image List to Image Batch",
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+ "category": "ImpactPack/Operation",
+ "output_node": false
+ },
+ "SetDefaultImageForSEGS": {
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+ "SEGS"
+ ],
+ "image": [
+ "IMAGE"
+ ],
+ "override": [
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+ {
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+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "SetDefaultImageForSEGS",
+ "display_name": "Set Default Image for SEGS",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "RemoveImageFromSEGS": {
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+ "segs": [
+ "SEGS"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "RemoveImageFromSEGS",
+ "display_name": "Remove Image from SEGS",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
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+ "BBOX_DETECTOR"
+ ],
+ "image": [
+ "IMAGE"
+ ],
+ "threshold": [
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+ {
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+ ],
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+ ],
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+ {
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+ }
+ ],
+ "drop_size": [
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+ {
+ "min": 1,
+ "max": 8192,
+ "step": 1,
+ "default": 10
+ }
+ ],
+ "labels": [
+ "STRING",
+ {
+ "multiline": true,
+ "default": "all",
+ "placeholder": "List the types of segments to be allowed, separated by commas"
+ }
+ ]
+ },
+ "optional": {
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+ "DETAILER_HOOK"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "BboxDetectorSEGS",
+ "display_name": "BBOX Detector (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Detector",
+ "output_node": false
+ },
+ "SegmDetectorSEGS": {
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+ "SEGM_DETECTOR"
+ ],
+ "image": [
+ "IMAGE"
+ ],
+ "threshold": [
+ "FLOAT",
+ {
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+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "dilation": [
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+ {
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+ "min": -512,
+ "max": 512,
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+ }
+ ],
+ "crop_factor": [
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+ {
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+ "max": 100,
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+ }
+ ],
+ "drop_size": [
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+ {
+ "min": 1,
+ "max": 8192,
+ "step": 1,
+ "default": 10
+ }
+ ],
+ "labels": [
+ "STRING",
+ {
+ "multiline": true,
+ "default": "all",
+ "placeholder": "List the types of segments to be allowed, separated by commas"
+ }
+ ]
+ },
+ "optional": {
+ "detailer_hook": [
+ "DETAILER_HOOK"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "SegmDetectorSEGS",
+ "display_name": "SEGM Detector (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Detector",
+ "output_node": false
+ },
+ "ONNXDetectorSEGS": {
+ "input": {
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+ "BBOX_DETECTOR"
+ ],
+ "image": [
+ "IMAGE"
+ ],
+ "threshold": [
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+ {
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+ "max": 1,
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+ }
+ ],
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+ "min": -512,
+ "max": 512,
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+ }
+ ],
+ "crop_factor": [
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+ {
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+ "max": 100,
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+ }
+ ],
+ "drop_size": [
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+ {
+ "min": 1,
+ "max": 8192,
+ "step": 1,
+ "default": 10
+ }
+ ],
+ "labels": [
+ "STRING",
+ {
+ "multiline": true,
+ "default": "all",
+ "placeholder": "List the types of segments to be allowed, separated by commas"
+ }
+ ]
+ },
+ "optional": {
+ "detailer_hook": [
+ "DETAILER_HOOK"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ONNXDetectorSEGS",
+ "display_name": "ONNX Detector (SEGS/legacy) - use BBOXDetector",
+ "description": "",
+ "category": "ImpactPack/Detector",
+ "output_node": false
+ },
+ "ImpactSimpleDetectorSEGS_for_AD": {
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+ "bbox_detector": [
+ "BBOX_DETECTOR"
+ ],
+ "image_frames": [
+ "IMAGE"
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+ "bbox_threshold": [
+ "FLOAT",
+ {
+ "default": 0.5,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "bbox_dilation": [
+ "INT",
+ {
+ "default": 0,
+ "min": -255,
+ "max": 255,
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+ }
+ ],
+ "crop_factor": [
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+ {
+ "default": 3,
+ "min": 1,
+ "max": 100,
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+ }
+ ],
+ "drop_size": [
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+ {
+ "min": 1,
+ "max": 8192,
+ "step": 1,
+ "default": 10
+ }
+ ],
+ "sub_threshold": [
+ "FLOAT",
+ {
+ "default": 0.5,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "sub_dilation": [
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+ {
+ "default": 0,
+ "min": -255,
+ "max": 255,
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+ }
+ ],
+ "sub_bbox_expansion": [
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+ {
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+ "min": 0,
+ "max": 1000,
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+ }
+ ],
+ "sam_mask_hint_threshold": [
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+ {
+ "default": 0.7,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ]
+ },
+ "optional": {
+ "masking_mode": [
+ [
+ "Pivot SEGS",
+ "Combine neighboring frames",
+ "Don't combine"
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+ ],
+ "segs_pivot": [
+ [
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+ "1st frame mask"
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+ ],
+ "sam_model_opt": [
+ "SAM_MODEL"
+ ],
+ "segm_detector_opt": [
+ "SEGM_DETECTOR"
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+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ImpactSimpleDetectorSEGS_for_AD",
+ "display_name": "Simple Detector for AnimateDiff (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Detector",
+ "output_node": false
+ },
+ "ImpactSimpleDetectorSEGS": {
+ "input": {
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+ "bbox_detector": [
+ "BBOX_DETECTOR"
+ ],
+ "image": [
+ "IMAGE"
+ ],
+ "bbox_threshold": [
+ "FLOAT",
+ {
+ "default": 0.5,
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+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "bbox_dilation": [
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+ {
+ "default": 0,
+ "min": -512,
+ "max": 512,
+ "step": 1
+ }
+ ],
+ "crop_factor": [
+ "FLOAT",
+ {
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+ "min": 1,
+ "max": 100,
+ "step": 0.1
+ }
+ ],
+ "drop_size": [
+ "INT",
+ {
+ "min": 1,
+ "max": 8192,
+ "step": 1,
+ "default": 10
+ }
+ ],
+ "sub_threshold": [
+ "FLOAT",
+ {
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+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "sub_dilation": [
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+ {
+ "default": 0,
+ "min": -512,
+ "max": 512,
+ "step": 1
+ }
+ ],
+ "sub_bbox_expansion": [
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+ {
+ "default": 0,
+ "min": 0,
+ "max": 1000,
+ "step": 1
+ }
+ ],
+ "sam_mask_hint_threshold": [
+ "FLOAT",
+ {
+ "default": 0.7,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ]
+ },
+ "optional": {
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+ "INT",
+ {
+ "default": 0,
+ "min": -512,
+ "max": 512,
+ "step": 1
+ }
+ ],
+ "sam_model_opt": [
+ "SAM_MODEL"
+ ],
+ "segm_detector_opt": [
+ "SEGM_DETECTOR"
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+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ImpactSimpleDetectorSEGS",
+ "display_name": "Simple Detector (SEGS)",
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+ "category": "ImpactPack/Detector",
+ "output_node": false
+ },
+ "ImpactSimpleDetectorSEGSPipe": {
+ "input": {
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+ "detailer_pipe": [
+ "DETAILER_PIPE"
+ ],
+ "image": [
+ "IMAGE"
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+ "bbox_threshold": [
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+ {
+ "default": 0.5,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "bbox_dilation": [
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+ {
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+ "min": -512,
+ "max": 512,
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+ }
+ ],
+ "crop_factor": [
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+ {
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+ "max": 100,
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+ }
+ ],
+ "drop_size": [
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+ {
+ "min": 1,
+ "max": 8192,
+ "step": 1,
+ "default": 10
+ }
+ ],
+ "sub_threshold": [
+ "FLOAT",
+ {
+ "default": 0.5,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "sub_dilation": [
+ "INT",
+ {
+ "default": 0,
+ "min": -512,
+ "max": 512,
+ "step": 1
+ }
+ ],
+ "sub_bbox_expansion": [
+ "INT",
+ {
+ "default": 0,
+ "min": 0,
+ "max": 1000,
+ "step": 1
+ }
+ ],
+ "sam_mask_hint_threshold": [
+ "FLOAT",
+ {
+ "default": 0.7,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ]
+ },
+ "optional": {
+ "post_dilation": [
+ "INT",
+ {
+ "default": 0,
+ "min": -512,
+ "max": 512,
+ "step": 1
+ }
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ImpactSimpleDetectorSEGSPipe",
+ "display_name": "Simple Detector (SEGS/pipe)",
+ "description": "",
+ "category": "ImpactPack/Detector",
+ "output_node": false
+ },
+ "ImpactControlNetApplySEGS": {
+ "input": {
+ "required": {
+ "segs": [
+ "SEGS"
+ ],
+ "control_net": [
+ "CONTROL_NET"
+ ],
+ "strength": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": 0,
+ "max": 10,
+ "step": 0.01
+ }
+ ]
+ },
+ "optional": {
+ "segs_preprocessor": [
+ "SEGS_PREPROCESSOR"
+ ],
+ "control_image": [
+ "IMAGE"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ImpactControlNetApplySEGS",
+ "display_name": "ControlNetApply (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "ImpactControlNetApplyAdvancedSEGS": {
+ "input": {
+ "required": {
+ "segs": [
+ "SEGS"
+ ],
+ "control_net": [
+ "CONTROL_NET"
+ ],
+ "strength": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": 0,
+ "max": 10,
+ "step": 0.01
+ }
+ ],
+ "start_percent": [
+ "FLOAT",
+ {
+ "default": 0,
+ "min": 0,
+ "max": 1,
+ "step": 0.001
+ }
+ ],
+ "end_percent": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": 0,
+ "max": 1,
+ "step": 0.001
+ }
+ ]
+ },
+ "optional": {
+ "segs_preprocessor": [
+ "SEGS_PREPROCESSOR"
+ ],
+ "control_image": [
+ "IMAGE"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ImpactControlNetApplyAdvancedSEGS",
+ "display_name": "ControlNetApplyAdvanced (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "ImpactControlNetClearSEGS": {
+ "input": {
+ "required": {
+ "segs": [
+ "SEGS"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ImpactControlNetClearSEGS",
+ "display_name": "ImpactControlNetClearSEGS",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "ImpactIPAdapterApplySEGS": {
+ "input": {
+ "required": {
+ "segs": [
+ "SEGS"
+ ],
+ "ipadapter_pipe": [
+ "IPADAPTER_PIPE"
+ ],
+ "weight": [
+ "FLOAT",
+ {
+ "default": 0.7,
+ "min": -1,
+ "max": 3,
+ "step": 0.05
+ }
+ ],
+ "noise": [
+ "FLOAT",
+ {
+ "default": 0.4,
+ "min": 0,
+ "max": 1,
+ "step": 0.01
+ }
+ ],
+ "weight_type": [
+ [
+ "original",
+ "linear",
+ "channel penalty"
+ ],
+ {
+ "default": "channel penalty"
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+ ],
+ "start_at": [
+ "FLOAT",
+ {
+ "default": 0,
+ "min": 0,
+ "max": 1,
+ "step": 0.001
+ }
+ ],
+ "end_at": [
+ "FLOAT",
+ {
+ "default": 0.9,
+ "min": 0,
+ "max": 1,
+ "step": 0.001
+ }
+ ],
+ "unfold_batch": [
+ "BOOLEAN",
+ {
+ "default": false
+ }
+ ],
+ "faceid_v2": [
+ "BOOLEAN",
+ {
+ "default": false
+ }
+ ],
+ "weight_v2": [
+ "FLOAT",
+ {
+ "default": 1,
+ "min": -1,
+ "max": 3,
+ "step": 0.05
+ }
+ ],
+ "context_crop_factor": [
+ "FLOAT",
+ {
+ "default": 1.2,
+ "min": 1,
+ "max": 100,
+ "step": 0.1
+ }
+ ],
+ "reference_image": [
+ "IMAGE"
+ ]
+ },
+ "optional": {
+ "combine_embeds": [
+ [
+ "concat",
+ "add",
+ "subtract",
+ "average",
+ "norm average"
+ ]
+ ],
+ "neg_image": [
+ "IMAGE"
+ ]
+ }
+ },
+ "output": [
+ "SEGS"
+ ],
+ "output_is_list": [
+ false
+ ],
+ "output_name": [
+ "SEGS"
+ ],
+ "name": "ImpactIPAdapterApplySEGS",
+ "display_name": "IPAdapterApply (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "ImpactDecomposeSEGS": {
+ "input": {
+ "required": {
+ "segs": [
+ "SEGS"
+ ]
+ }
+ },
+ "output": [
+ "SEGS_HEADER",
+ "SEG_ELT"
+ ],
+ "output_is_list": [
+ false,
+ true
+ ],
+ "output_name": [
+ "SEGS_HEADER",
+ "SEG_ELT"
+ ],
+ "name": "ImpactDecomposeSEGS",
+ "display_name": "Decompose (SEGS)",
+ "description": "",
+ "category": "ImpactPack/Util",
+ "output_node": false
+ },
+ "ImpactAssembleSEGS": {
+ "input": {
+ "required": {
+ "seg_header": [
+ "SEGS_HEADER"
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+ "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](\"https://github.com/kijai/ComfyUI-KJNodes/assets/40791699/52c85202-f74e-4b96-9dac-c8bda5ddcc40\")
\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": [
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+ {
+ "default": 256,
+ "min": 16,
+ "max": 16384,
+ "step": 8
+ }
+ ],
+ "height": [
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+ {
+ "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"
+ }
+ ],
+ "text": [
+ "STRING",
+ {
+ "multiline": true,
+ "default": ""
+ }
+ ],
+ "clip": [
+ "CLIP"
+ ],
+ "vae": [
+ "VAE"
+ ],
+ "per_batch": [
+ "INT",
+ {
+ "default": 16,
+ "min": 1,
+ "max": 4096,
+ "step": 1
+ }
+ ]
+ },
+ "optional": {
+ "image": [
+ "IMAGE"
+ ],
+ "optional_latent": [
+ "LATENT"
+ ]
+ }
+ },
+ "output": [
+ "IMAGE",
+ "LATENT"
+ ],
+ "output_is_list": [
+ false,
+ false
+ ],
+ "output_name": [
+ "IMAGE",
+ "LATENT"
+ ],
+ "name": "Intrinsic_lora_sampling",
+ "display_name": "Intrinsic_lora_sampling",
+ "description": "\nSampler to use the intrinsic loras: \nhttps://github.com/duxiaodan/intrinsic-lora \nThese LoRAs are tiny and thus included \nwith this node pack.\n",
+ "category": "KJNodes",
+ "output_node": false
+ },
+ "LayeredDiffusionApply": {
+ "input": {
+ "required": {
+ "model": [
+ "MODEL"
+ ],
+ "config": [
+ [
+ "SDXL, Attention Injection",
+ "SDXL, Conv Injection",
+ "SD15, Attention Injection, attn_sharing"
+ ]
+ ],
+ "weight": [
+ "FLOAT",
+ {
+ "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"
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+ "category": "Video Helper Suite 🎥🅥🅗🅢",
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+ "category": "Video Helper Suite 🎥🅥🅗🅢",
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+ "category": "Video Helper Suite 🎥🅥🅗🅢",
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+ "category": "Video Helper Suite 🎥🅥🅗🅢/latent",
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+ "category": "omost",
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+ },
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+ "canvas_conds": [
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+ "category": "omost",
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+ }
+ ]
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+ },
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+ "output_is_list": [
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+ "output_name": [
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+ "category": "omost",
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+ },
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+ "name": "OmostLoadCanvasPythonCodeNode",
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+ "category": "omost",
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+ },
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+ ]
+ }
+ },
+ "output": [
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+ "output_is_list": [
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+ false
+ ],
+ "output_name": [
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+ "name": "OmostRenderCanvasConditioningNode",
+ "display_name": "Omost Render Canvas Conditioning",
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+ "category": "omost",
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+ },
+ "UltimateSDUpscale": {
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+ "dpmpp_3m_sde_gpu",
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+ "disable"
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+ }
+ },
+ "output": [
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+ "output_is_list": [
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+ ],
+ "output_name": [
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+ ],
+ "name": "UltimateSDUpscale",
+ "display_name": "Ultimate SD Upscale",
+ "description": "",
+ "category": "image/upscaling",
+ "output_node": false
+ },
+ "UltimateSDUpscaleNoUpscale": {
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+ "model": [
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+ "category": "image/upscaling",
+ "output_node": false
+ },
+ "ControlLoraSave": {
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+ ],
+ "control_net": [
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+ "filename_prefix": [
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+ },
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+ },
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+ "output_is_list": [],
+ "output_name": [],
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+ }
+}
\ No newline at end of file