{ "id": "ba1df054-50a8-4da2-b45a-25b4dde3cc2f", "revision": 1, "last_node_id": 328, "last_link_id": 977, "nodes": [ { "id": 108, "type": "DownloadAndLoadSAM2Model", "pos": [ -1310, 1130 ], "size": [ 320, 140 ], "flags": {}, "order": 0, "mode": 4, "inputs": [], "outputs": [ { "name": "sam2_model", "type": "SAM2MODEL", "links": [ 235 ] } ], "properties": { "Node name for S&R": "DownloadAndLoadSAM2Model", "cnr_id": "ComfyUI-segment-anything-2", "ver": "c59676b008a76237002926f684d0ca3a9b29ac54" }, "widgets_values": [ "sam2_hiera_base_plus.safetensors", "video", "cuda", "fp16" ] }, { "id": 124, "type": "PreviewImage", "pos": [ -860, 1900 ], "size": [ 250, 270 ], "flags": {}, "order": 45, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 675 } ], "outputs": [], "properties": { "Node name for S&R": "PreviewImage", "cnr_id": "comfy-core", "ver": "0.3.59" }, "widgets_values": [] }, { "id": 127, "type": "MaskPreview", "pos": [ -870, 1540 ], "size": [ 260, 260 ], "flags": {}, "order": 39, "mode": 4, "inputs": [ { "name": "mask", "type": "MASK", "link": 691 } ], "outputs": [], "properties": { "Node name for S&R": "MaskPreview", "cnr_id": "comfy-core", "ver": "0.3.59" }, "widgets_values": [] }, { "id": 227, "type": "MarkdownNote", "pos": [ -1300, 2100 ], "size": [ 400, 240 ], "flags": {}, "order": 1, "mode": 4, "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": "#000" }, { "id": 229, "type": "PointsEditor", "pos": [ -2150, 1100 ], "size": [ 685, 940 ], "flags": {}, "order": 2, "mode": 4, "inputs": [ { "name": "bg_image", "shape": 7, "type": "IMAGE", "link": null } ], "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": { "Node name for S&R": "PointsEditor", "cnr_id": "comfyui-kjnodes", "ver": "e81f33508b0821ea2f53f4f46a833fa6215626bd", "points": "PointsEditor", "neg_points": "PointsEditor", "imgData": { "name": "bg_image", "base64": [ "" ] } }, "widgets_values": [ "{\"positive\":[{\"x\":256,\"y\":256}],\"negative\":[{\"x\":0,\"y\":0}]}", "[{\"x\":256,\"y\":256}]", "[{\"x\":0,\"y\":0}]", "[{}]", "[{}]", "xyxy", 640, 640, false, "", null ] }, { "id": 1, "type": "CLIPTextEncode", "pos": [ -990, 50 ], "size": [ 425.27801513671875, 180.6060791015625 ], "flags": {}, "order": 25, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 1 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 481, 529, 942, 959 ] } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.59" }, "widgets_values": [ "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走" ], "color": "#322", "bgcolor": "#533" }, { "id": 126, "type": "MarkdownNote", "pos": [ -2150, 2110 ], "size": [ 760, 240 ], "flags": {}, "order": 3, "mode": 4, "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" ], "color": "#432", "bgcolor": "#000" }, { "id": 107, "type": "Sam2Segmentation", "pos": [ -1310, 1330 ], "size": [ 320, 190 ], "flags": {}, "order": 23, "mode": 4, "inputs": [ { "name": "sam2_model", "type": "SAM2MODEL", "link": 235 }, { "name": "image", "type": "IMAGE", "link": null }, { "name": "coordinates_positive", "shape": 7, "type": "STRING", "link": 438 }, { "name": "coordinates_negative", "shape": 7, "type": "STRING", "link": null }, { "name": "bboxes", "shape": 7, "type": "BBOX", "link": null }, { "name": "mask", "shape": 7, "type": "MASK", "link": null } ], "outputs": [ { "name": "mask", "type": "MASK", "links": [ 661 ] } ], "properties": { "Node name for S&R": "Sam2Segmentation", "cnr_id": "ComfyUI-segment-anything-2", "ver": "c59676b008a76237002926f684d0ca3a9b29ac54" }, "widgets_values": [ true, false ] }, { "id": 274, "type": "GrowMask", "pos": [ -1280, 1610 ], "size": [ 270, 82 ], "flags": { "collapsed": false }, "order": 32, "mode": 4, "inputs": [ { "name": "mask", "type": "MASK", "link": 661 } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [ 660 ] } ], "properties": { "Node name for S&R": "GrowMask", "cnr_id": "comfy-core", "ver": "0.3.59" }, "widgets_values": [ 10, true ] }, { "id": 275, "type": "DrawMaskOnImage", "pos": [ -1280, 1920 ], "size": [ 270, 102 ], "flags": {}, "order": 38, "mode": 4, "inputs": [ { "name": "image", "type": "IMAGE", "link": null }, { "name": "mask", "type": "MASK", "link": 659 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 675 ] } ], "properties": { "Node name for S&R": "DrawMaskOnImage", "cnr_id": "comfyui-kjnodes", "ver": "623b5913dc7f240fd8b26422e99f8849a21c5473" }, "widgets_values": [ "0, 0, 0", "cpu" ] }, { "id": 276, "type": "BlockifyMask", "pos": [ -1280, 1750 ], "size": [ 270, 82 ], "flags": {}, "order": 35, "mode": 4, "inputs": [ { "name": "masks", "type": "MASK", "link": 660 } ], "outputs": [ { "name": "mask", "type": "MASK", "links": [ 659, 691 ] } ], "properties": { "Node name for S&R": "BlockifyMask", "cnr_id": "comfyui-kjnodes", "ver": "00da1910634fbf314d407608efb281ae6f7f1ba2" }, "widgets_values": [ 32, "cpu" ] }, { "id": 238, "type": "MarkdownNote", "pos": [ 110, 1110 ], "size": [ 420, 120 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "Note: Extend video length", "properties": {}, "widgets_values": [ "Copy this group then link the \"Batch images\" and the \"video_frame_offset\" to the next extend subgraph" ], "color": "#432", "bgcolor": "#000" }, { "id": 19, "type": "SaveVideo", "pos": [ -410, 330 ], "size": [ 460, 558 ], "flags": {}, "order": 56, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 490 } ], "outputs": [], "properties": { "Node name for S&R": "SaveVideo", "cnr_id": "comfy-core", "ver": "0.3.59" }, "widgets_values": [ "video/ComfyUI", "auto", "auto" ] }, { "id": 226, "type": "MarkdownNote", "pos": [ -2830, -380 ], "size": [ 590, 160 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [], "title": "Note: Make sure these custom nodes are installed.", "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": "#000" }, { "id": 44, "type": "MarkdownNote", "pos": [ -2830, -170 ], "size": [ 590, 590 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "title": "Note: Model links", "properties": {}, "widgets_values": [ "[Tutorial](https://docs.comfy.org/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/LoRAs/Wan22_relight/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/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── Wan2_2-Animate-14B_fp8_e4m3fn_scaled_KJ.safetensors\n│ │ └─── wan2.2_animate_14B_bf16.safetensors\n│ ├───📂 loras/\n│ │ ├─── lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors\n│ │ └─── WanAnimate_relight_lora_fp16.safetensors\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ ├───📂 clip_visions/ \n│ │ └─── clip_vision_h.safetensors\n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n```\n# Report issue\n\nIf you have any problems while using this workflow, please report template-related issues via this link: [report the template issue here](https://github.com/Comfy-Org/workflow_templates/issues)." ], "color": "#432", "bgcolor": "#000" }, { "id": 60, "type": "ModelSamplingSD3", "pos": [ -1380, -30 ], "size": [ 315, 58 ], "flags": {}, "order": 36, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 227 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 477, 524, 937, 954 ] } ], "properties": { "Node name for S&R": "ModelSamplingSD3", "cnr_id": "comfy-core", "ver": "0.3.59" }, "widgets_values": [ 8 ] }, { "id": 284, "type": "SetNode", "pos": [ -2446.902640419783, -1598.278604897626 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 30, "mode": 0, "inputs": [ { "name": "AUDIO", "type": "AUDIO", "link": 715 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_input_audio", "properties": { "previousName": "" }, "widgets_values": [ "input_audio" ] }, { "id": 285, "type": "SetNode", "pos": [ -2426.9513464744705, -1664.015665444501 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 29, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 716 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_frame_count", "properties": { "previousName": "" }, "widgets_values": [ "frame_count" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 286, "type": "SetNode", "pos": [ -2420.8499670799392, -1740.950968178876 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 28, "mode": 0, "inputs": [ { "name": "IMAGE", "type": "IMAGE", "link": 717 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 719 ] } ], "title": "Set_input_video", "properties": { "previousName": "" }, "widgets_values": [ "input_video" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 287, "type": "SetNode", "pos": [ -811.4362707908762, -758.3286537257512 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 53, "mode": 0, "inputs": [ { "name": "MASK", "type": "MASK", "link": 718 } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [ 739 ] } ], "title": "Set_mask", "properties": { "previousName": "" }, "widgets_values": [ "mask" ], "color": "#1c5715", "bgcolor": "#1f401b" }, { "id": 288, "type": "Note", "pos": [ -914.8563757713449, -701.1218666163762 ], "size": [ 210, 88 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "These are new nodes in KJNodes" ], "color": "#432", "bgcolor": "#653" }, { "id": 295, "type": "Note", "pos": [ -1641.0688391502508, -1099.2226966945009 ], "size": [ 236.14007568359375, 88 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "title": "Note: SAM2 detection", "properties": {}, "widgets_values": [ "You can use either the detected bbox or the kay_frame_body_points to positive coordinates, if one fails to creater proper mask, try the other" ], "color": "#432", "bgcolor": "#653" }, { "id": 296, "type": "GrowMaskWithBlur", "pos": [ -1482.260794716657, -911.9753822413762 ], "size": [ 292.748046875, 246 ], "flags": {}, "order": 48, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 728 } ], "outputs": [ { "name": "mask", "type": "MASK", "links": [ 736 ] }, { "name": "mask_inverted", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "GrowMaskWithBlur", "cnr_id": "comfyui-kjnodes", "ver": "bb205d809b467307b8ec3bb1a22680a4873187f8" }, "widgets_values": [ 10, 0, true, false, 0, 1, 1, false ] }, { "id": 299, "type": "VHS_VideoCombine", "pos": [ -1183.3530188377508, -1691.305704507001 ], "size": [ 221.5749969482422, 549.5749969482422 ], "flags": {}, "order": 47, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 732 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "properties": { "Node name for S&R": "VHS_VideoCombine", "cnr_id": "comfyui-videohelpersuite", "ver": "0edce8ef7ce173ac97a3ed3d6f4636029d1a4530" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "vitpose", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "vitpose_00001.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "vitpose_00001.png", "fullpath": "M:\\TritonComfy\\ComfyUI_windows_portable\\ComfyUI\\temp\\vitpose_00001.mp4" } } } }, { "id": 301, "type": "MarkdownNote", "pos": [ -2986.9494543846263, -1027.105265053876 ], "size": [ 536.27783203125, 330.03546142578125 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [], "title": "Preprocessor links", "properties": {}, "widgets_values": [ "Nodes:\n\n[https://github.com/kijai/ComfyUI-WanAnimatePreprocess](https://github.com/kijai/ComfyUI-WanAnimatePreprocess)\n\nModels:\n\nYOLO:\n\n[https://huggingface.co/Wan-AI/Wan2.2-Animate-14B/blob/main/process_checkpoint/det/yolov10m.onnx](https://huggingface.co/Wan-AI/Wan2.2-Animate-14B/blob/main/process_checkpoint/det/yolov10m.onnx)\n\nViTPose\n\nLarge:\n\n[https://huggingface.co/JunkyByte/easy_ViTPose/blob/main/onnx/wholebody/vitpose-l-wholebody.onnx](https://huggingface.co/JunkyByte/easy_ViTPose/blob/main/onnx/wholebody/vitpose-l-wholebody.onnx)\n\nHuge (needs both files):\n\n[https://huggingface.co/Kijai/vitpose_comfy/blob/main/onnx/vitpose_h_wholebody_model.onnx](https://huggingface.co/Kijai/vitpose_comfy/blob/main/onnx/vitpose_h_wholebody_model.onnx)\n\n[https://huggingface.co/Kijai/vitpose_comfy/blob/main/onnx/vitpose_h_wholebody_data.bin](https://huggingface.co/Kijai/vitpose_comfy/blob/main/onnx/vitpose_h_wholebody_data.bin)" ], "color": "#432", "bgcolor": "#653" }, { "id": 302, "type": "OnnxDetectionModelLoader", "pos": [ -2973.031363564314, -1193.355997475751 ], "size": [ 351.52410888671875, 106 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [ { "name": "model", "type": "POSEMODEL", "links": [ 724 ] } ], "properties": { "Node name for S&R": "OnnxDetectionModelLoader", "aux_id": "kijai/ComfyUI-WanAnimatePreprocess", "ver": "e63d6e71ae4c271f3f81211a7ca7f87607b7e50d" }, "widgets_values": [ "vitpose-l-wholebody.onnx", "yolov10m.onnx", "CUDAExecutionProvider" ] }, { "id": 303, "type": "BlockifyMask", "pos": [ -1122.7257618486246, -923.1924462109613 ], "size": [ 270, 82 ], "flags": {}, "order": 51, "mode": 0, "inputs": [ { "name": "masks", "type": "MASK", "link": 736 } ], "outputs": [ { "name": "mask", "type": "MASK", "links": [ 718 ] } ], "properties": { "Node name for S&R": "BlockifyMask", "cnr_id": "comfyui-kjnodes", "ver": "00da1910634fbf314d407608efb281ae6f7f1ba2" }, "widgets_values": [ 32, "cpu" ] }, { "id": 305, "type": "GetNode", "pos": [ -697.7750437384303, -1036.5225981024487 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 11, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 738 ] } ], "title": "Get_input_video", "properties": {}, "widgets_values": [ "input_video" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 306, "type": "DrawMaskOnImage", "pos": [ -380.64013226232333, -922.4066388334899 ], "size": [ 270, 102 ], "flags": {}, "order": 55, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 738 }, { "name": "mask", "type": "MASK", "link": 739 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 737 ] } ], "properties": { "Node name for S&R": "DrawMaskOnImage", "cnr_id": "comfyui-kjnodes", "ver": "623b5913dc7f240fd8b26422e99f8849a21c5473" }, "widgets_values": [ "0, 0, 0", "cpu" ] }, { "id": 292, "type": "SetNode", "pos": [ -1476.9124745929396, -1735.653304834443 ], "size": [ 210, 58 ], "flags": { "collapsed": false }, 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