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| "่ฒ่ฐ่ณไธฝ๏ผ่ฟๆ๏ผ้ๆ๏ผ็ป่ๆจก็ณไธๆธ
๏ผๅญๅน๏ผ้ฃๆ ผ๏ผไฝๅ๏ผ็ปไฝ๏ผ็ป้ข๏ผ้ๆญข๏ผๆดไฝๅ็ฐ๏ผๆๅทฎ่ดจ้๏ผไฝ่ดจ้๏ผJPEGๅ็ผฉๆฎ็๏ผไธ้็๏ผๆฎ็ผบ็๏ผๅคไฝ็ๆๆ๏ผ็ปๅพไธๅฅฝ็ๆ้จ๏ผ็ปๅพไธๅฅฝ็่ธ้จ๏ผ็ธๅฝข็๏ผๆฏๅฎน็๏ผๅฝขๆ็ธๅฝข็่ขไฝ๏ผๆๆ่ๅ๏ผ้ๆญขไธๅจ็็ป้ข๏ผๆไนฑ็่ๆฏ๏ผไธๆก่
ฟ๏ผ่ๆฏไบบๅพๅค๏ผๅ็่ตฐ" |
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| "Due to the **WanAnimateToVideo** node input limit. The width and height must be multiples of 16.\n\nBy default, we set it to a smaller size. This is in case you don't have enough VRAM and input a large size, which may cause an out-of-memory issue." |
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| "The Image Scale node is to prevent you from inputting an oversized video. A large size video will take a very long time to preprocess.\n\nPlease update this setting according to the video size you input\n" |
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| { |
| "name": "*", |
| "type": "*", |
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| "title": "Set_input_video", |
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| "previousName": "input_video" |
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| "input_video" |
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| "color": "#2a363b", |
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| "name": "video", |
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| 425 |
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| { |
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| } |
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| "title": "Set_original_fps", |
| "properties": { |
| "previousName": "original_fps" |
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| "title": "Get_height", |
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| ] |
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| "title": "Get_width", |
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| { |
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| 192 |
| ] |
| } |
| ], |
| "properties": { |
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| }, |
| { |
| "name": "resolution", |
| "shape": 7, |
| "type": "INT", |
| "widget": { |
| "name": "resolution" |
| }, |
| "link": 360 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 363 |
| ] |
| }, |
| { |
| "name": "POSE_KEYPOINT", |
| "type": "POSE_KEYPOINT", |
| "links": null |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfyui_controlnet_aux", |
| "ver": "59b027e088c1c8facf7258f6e392d16d204b4d27", |
| "Node name for S&R": "DWPreprocessor" |
| }, |
| "widgets_values": [ |
| "disable", |
| "disable", |
| "enable", |
| 512, |
| "yolox_l.onnx", |
| "dw-ll_ucoco_384_bs5.torchscript.pt", |
| "disable" |
| ] |
| }, |
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| "id": 101, |
| "type": "DWPreprocessor", |
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| 690 |
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| "size": [ |
| 294.72265625, |
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| "flags": {}, |
| "order": 67, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "image", |
| "type": "IMAGE", |
| "link": 423 |
| }, |
| { |
| "name": "resolution", |
| "shape": 7, |
| "type": "INT", |
| "widget": { |
| "name": "resolution" |
| }, |
| "link": 361 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 362 |
| ] |
| }, |
| { |
| "name": "POSE_KEYPOINT", |
| "type": "POSE_KEYPOINT", |
| "links": null |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfyui_controlnet_aux", |
| "ver": "59b027e088c1c8facf7258f6e392d16d204b4d27", |
| "Node name for S&R": "DWPreprocessor" |
| }, |
| "widgets_values": [ |
| "enable", |
| "enable", |
| "disable", |
| 512, |
| "yolox_l.onnx", |
| "dw-ll_ucoco_384_bs5.torchscript.pt", |
| "disable" |
| ] |
| }, |
| { |
| "id": 212, |
| "type": "ImageScale", |
| "pos": [ |
| -1300, |
| 490 |
| ], |
| "size": [ |
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| 130 |
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| "flags": {}, |
| "order": 61, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "image", |
| "type": "IMAGE", |
| "link": 425 |
| }, |
| { |
| "name": "width", |
| "type": "INT", |
| "widget": { |
| "name": "width" |
| }, |
| "link": 428 |
| }, |
| { |
| "name": "height", |
| "type": "INT", |
| "widget": { |
| "name": "height" |
| }, |
| "link": 429 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 422, |
| 423, |
| 424 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.59", |
| "Node name for S&R": "ImageScale" |
| }, |
| "widgets_values": [ |
| "lanczos", |
| 512, |
| 512, |
| "center" |
| ] |
| }, |
| { |
| "id": 44, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2840, |
| -110 |
| ], |
| "size": [ |
| 600, |
| 620 |
| ], |
| "flags": {}, |
| "order": 39, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "title": "Note: Model links", |
| "properties": {}, |
| "widgets_values": [ |
| "[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2-2-animate\n) | [ๆ็จ](https://docs.comfy.org/zh-CN/tutorials/video/wan/wan2-2-animate)\n\n\n## Model links\n\n**diffusion_models** \n- [Wan2_2-Animate-14B_fp8_e4m3fn_scaled_KJ.safetensors](https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/resolve/main/Wan22Animate/Wan2_2-Animate-14B_fp8_e4m3fn_scaled_KJ.safetensors)\n- [wan2.2_animate_14B_bf16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_animate_14B_bf16.safetensors)\n\n**loras**\n- [lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors)\n- [WanAnimate_relight_lora_fp16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/WanAnimate_relight_lora_fp16.safetensors)\n\n**clip_visions**\n- [clip_vision_h.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors)\n\n**vae**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**text_encoders** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n\n```\nComfyUI/\nโโโโ๐ models/\nโ โโโโ๐ diffusion_models/\nโ โ โโโโ Wan2_2-Animate-14B_fp8_e4m3fn_scaled_KJ.safetensors\nโ โ โโโโ wan2.2_animate_14B_bf16.safetensors\nโ โโโโ๐ loras/\nโ โ โโโโ lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors\nโ โ โโโโ WanAnimate_relight_lora_fp16.safetensors\nโ โโโโ๐ text_encoders/\nโ โ โโโโ umt5_xxl_fp8_e4m3fn_scaled.safetensors \nโ โโโโ๐ clip_visions/ \nโ โ โโโโ clip_vision_h.safetensors\nโ โโโโ๐ vae/\nโ โโโ wan_2.1_vae.safetensors\n```\n" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 226, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2840, |
| -320 |
| ], |
| "size": [ |
| 590, |
| 160 |
| ], |
| "flags": {}, |
| "order": 40, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "title": "Note: About Custom nodes", |
| "properties": {}, |
| "widgets_values": [ |
| "In this template, we have used three custom nodes. For users who don't know how to install a custom node, please refer to [How to install custom node](https://docs.comfy.org/installation/install_custom_node).\n\n## Custom nodes\n\n- [comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux)\n- [ComfyUI-KJNodes](https://github.com/kijai/ComfyUI-KJNodes/)\n- [ComfyUI-segment-anything-2](https://github.com/kijai/ComfyUI-segment-anything-2)\n" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 19, |
| "type": "SaveVideo", |
| "pos": [ |
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| 370 |
| ], |
| "size": [ |
| 600, |
| 698 |
| ], |
| "flags": {}, |
| "order": 87, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "video", |
| "type": "VIDEO", |
| "link": 17 |
| } |
| ], |
| "outputs": [], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.59", |
| "Node name for S&R": "SaveVideo" |
| }, |
| "widgets_values": [ |
| "video/ComfyUI", |
| "auto", |
| "auto" |
| ] |
| }, |
| { |
| "id": 210, |
| "type": "GetNode", |
| "pos": [ |
| -420, |
| -1040 |
| ], |
| "size": [ |
| 210, |
| 60 |
| ], |
| "flags": { |
| "collapsed": true |
| }, |
| "order": 41, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 416, |
| 417, |
| 437 |
| ] |
| } |
| ], |
| "title": "Get_input_video", |
| "properties": {}, |
| "widgets_values": [ |
| "input_video" |
| ], |
| "color": "#2a363b", |
| "bgcolor": "#3f5159" |
| }, |
| { |
| "id": 227, |
| "type": "MarkdownNote", |
| "pos": [ |
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| 0 |
| ], |
| "size": [ |
| 400, |
| 240 |
| ], |
| "flags": {}, |
| "order": 42, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "title": "Note: Switch to Move mode", |
| "properties": {}, |
| "widgets_values": [ |
| "The model has two modes:\n- Mix: character replace\n- Move: Pose transfer\n\nIf you want to switch to **Move** mode, please disconnect **Background_video** and **Character_mask** output from the **WanAnimateToVideo** node.\n\nBypass will still pass the input video to the **WanAnimateToVideo** node, so please disconnect them." |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 217, |
| "type": "GetNode", |
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| "flags": { |
| "collapsed": true |
| }, |
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| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "AUDIO", |
| "type": "AUDIO", |
| "links": [ |
| 430 |
| ] |
| } |
| ], |
| "title": "Get_audio", |
| "properties": {}, |
| "widgets_values": [ |
| "audio" |
| ] |
| }, |
| { |
| "id": 218, |
| "type": "GetNode", |
| "pos": [ |
| 290, |
| 1030 |
| ], |
| "size": [ |
| 210, |
| 58 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 44, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "FLOAT", |
| "type": "FLOAT", |
| "links": [] |
| } |
| ], |
| "title": "Get_original_fps", |
| "properties": {}, |
| "widgets_values": [ |
| "original_fps" |
| ], |
| "color": "#232", |
| "bgcolor": "#353" |
| }, |
| { |
| "id": 93, |
| "type": "MarkdownNote", |
| "pos": [ |
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| "size": [ |
| 420, |
| 88 |
| ], |
| "flags": {}, |
| "order": 45, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "title": "Note: Extend video length", |
| "properties": {}, |
| "widgets_values": [ |
| "In order to extend the video length, you need to copy and paste multiple times, and then chain the output with the **batch images** node.\nLink the **video_frame_offset** to next **WanAnimateToVideo** node\n\n" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 229, |
| "type": "PointsEditor", |
| "pos": [ |
| -400, |
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| ], |
| "size": [ |
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| "flags": {}, |
| "order": 56, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "bg_image", |
| "shape": 7, |
| "type": "IMAGE", |
| "link": 437 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "positive_coords", |
| "type": "STRING", |
| "links": [ |
| 438 |
| ] |
| }, |
| { |
| "name": "negative_coords", |
| "type": "STRING", |
| "links": null |
| }, |
| { |
| "name": "bbox", |
| "type": "BBOX", |
| "links": null |
| }, |
| { |
| "name": "bbox_mask", |
| "type": "MASK", |
| "links": null |
| }, |
| { |
| "name": "cropped_image", |
| "type": "IMAGE", |
| "links": null |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfyui-kjnodes", |
| "ver": "e81f33508b0821ea2f53f4f46a833fa6215626bd", |
| "Node name for S&R": "PointsEditor", |
| "points": "PointsEditor", |
| "neg_points": "PointsEditor" |
| }, |
| "widgets_values": [ |
| "{\"positive\":[{\"x\":256,\"y\":256}],\"negative\":[{\"x\":0,\"y\":0}]}", |
| "[{\"x\":256,\"y\":256}]", |
| "[{\"x\":0,\"y\":0}]", |
| "[{}]", |
| "[{}]", |
| "xyxy", |
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| 666, |
| false, |
| "", |
| null |
| ] |
| }, |
| { |
| "id": 126, |
| "type": "MarkdownNote", |
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| 250 |
| ], |
| "flags": {}, |
| "order": 46, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "title": "Note: About Points Editor", |
| "properties": {}, |
| "widgets_values": [ |
| "## How to load image \n\nYou can right-click on the canvas, then choose Load Image. Or you can run the workflow once, and it will automatically get the first frame of the input video.\n\n## Add new green points\n\nGreen points are used to mark the area that you want to detect.\nPress the Shift key, then use the left click to add new green points.\n\n## Add new red points\n\nRed points are used to mark the area you want to exclude.\nPress the Shift key, then use the right click to add new red points.\n\n## Clear all points\n\nClick the **New canvas** to clear all points" |
| ], |
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| { |
| "id": 15, |
| "type": "CreateVideo", |
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| "size": [ |
| 270, |
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| "flags": {}, |
| "order": 85, |
| "mode": 0, |
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| { |
| "name": "images", |
| "type": "IMAGE", |
| "link": 441 |
| }, |
| { |
| "name": "audio", |
| "shape": 7, |
| "type": "AUDIO", |
| "link": 430 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "VIDEO", |
| "type": "VIDEO", |
| "links": [ |
| 17 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.59", |
| "Node name for S&R": "CreateVideo" |
| }, |
| "widgets_values": [ |
| 16 |
| ] |
| }, |
| { |
| "id": 58, |
| "type": "VAEDecode", |
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| "flags": {}, |
| "order": 81, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "samples", |
| "type": "LATENT", |
| "link": 127 |
| }, |
| { |
| "name": "vae", |
| "type": "VAE", |
| "link": 400 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "slot_index": 0, |
| "links": [ |
| 187, |
| 208, |
| 440 |
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| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.59", |
| "Node name for S&R": "VAEDecode" |
| }, |
| "widgets_values": [] |
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| { |
| "id": 62, |
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| "type": "CONDITIONING", |
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| }, |
| { |
| "name": "negative", |
| "type": "CONDITIONING", |
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| }, |
| { |
| "name": "vae", |
| "type": "VAE", |
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| }, |
| { |
| "name": "clip_vision_output", |
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| "type": "CLIP_VISION_OUTPUT", |
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| }, |
| { |
| "name": "reference_image", |
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| }, |
| { |
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| }, |
| { |
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| "type": "IMAGE", |
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| }, |
| { |
| "name": "background_video", |
| "shape": 7, |
| "type": "IMAGE", |
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| }, |
| { |
| "name": "character_mask", |
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| "type": "MASK", |
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| }, |
| { |
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| "type": "IMAGE", |
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| }, |
| { |
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| "type": "INT", |
| "widget": { |
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| { |
| "name": "height", |
| "type": "INT", |
| "widget": { |
| "name": "height" |
| }, |
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| ], |
| "outputs": [ |
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| "type": "CONDITIONING", |
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| 154 |
| ] |
| }, |
| { |
| "name": "negative", |
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| }, |
| { |
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| }, |
| { |
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| ] |
| }, |
| { |
| "name": "trim_image", |
| "type": "INT", |
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| ] |
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| "type": "INT", |
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| 439 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
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| "type": "INT", |
| "widget": { |
| "name": "batch_index" |
| }, |
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| } |
| ], |
| "outputs": [ |
| { |
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| "type": "IMAGE", |
| "links": [ |
| 441 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.59", |
| "Node name for S&R": "ImageFromBatch" |
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| "widget": { |
| "name": "batch_index" |
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| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 445 |
| ] |
| } |
| ], |
| "properties": { |
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| "inputs": [ |
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| { |
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