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"πŸ…›πŸ…£πŸ…§ Multimodal Guider" }, "class_type": "MultimodalGuider", "inputs": { "model": [ "28", 1 ], "negative": [ "22", 1 ], "parameters": [ "18", 0 ], "positive": [ "22", 0 ], "skip_blocks": "29" } }, "18": { "_meta": { "title": "πŸ…›πŸ…£πŸ…§ Guider Parameters" }, "class_type": "GuiderParameters", "inputs": { "cfg": 3, "modality": "VIDEO", "modality_scale": 3, "parameters": [ "19", 0 ], "rescale": 0, "stg": 0 } }, "19": { "_meta": { "title": "πŸ…›πŸ…£πŸ…§ Guider Parameters" }, "class_type": "GuiderParameters", "inputs": { "cfg": 7, "modality": "AUDIO", "modality_scale": 3, "rescale": 0, "stg": 0 } }, "21": { "_meta": { "title": "PreviewAudio" }, "class_type": "PreviewAudio", "inputs": { "audio": [ "14", 0 ], "audioUI": "" } }, "22": { "_meta": { "title": "LTXVConditioning" }, "class_type": "LTXVConditioning", "inputs": { "frame_rate": [ "23", 0 ], "negative": [ "4", 0 ], "positive": [ "3", 0 ] } }, "23": { "_meta": { "title": "Float Constant" }, "class_type": "FloatConstant", "inputs": { "value": 25 } }, "26": { "_meta": { "title": "πŸ…›πŸ…£πŸ…§ LTXV Empty Latent Audio" }, "class_type": "LTXVEmptyLatentAudio", "inputs": { "batch_size": 1, "frame_rate": [ "42", 0 ], "frames_number": [ "27", 0 ] } }, "27": { "_meta": { "title": "INT Constant" }, "class_type": "INTConstant", "inputs": { "value": 105 } }, "28": { "_meta": { "title": "πŸ…›πŸ…£πŸ…§ LTXV Concat AV Latent" }, "class_type": "LTXVConcatAVLatent", "inputs": { "audio_latent": [ "26", 0 ], "model": [ "44", 0 ], "video_latent": [ "43", 0 ] } }, "29": { "_meta": { "title": "πŸ…›πŸ…£πŸ…§ LTXV Separate AV Latent" }, "class_type": "LTXVSeparateAVLatent", "inputs": { "av_latent": [ "41", 0 ], "model": [ "28", 1 ] } }, "41": { "_meta": { "title": "SamplerCustomAdvanced" }, "class_type": "SamplerCustomAdvanced", "inputs": { "guider": [ "17", 0 ], "latent_image": [ "28", 0 ], "noise": [ "11", 0 ], "sampler": [ "8", 0 ], "sigmas": [ "9", 0 ] } }, "42": { "_meta": { "title": "FloatToInt" }, "class_type": "CM_FloatToInt", "inputs": { "a": [ "23", 0 ] } }, "43": { "_meta": { "title": "EmptyLTXVLatentVideo" }, "class_type": "EmptyLTXVLatentVideo", "inputs": { "batch_size": 1, "height": 512, "length": [ "27", 0 ], "width": 768 } }, "44": { "_meta": { "title": "LTXVSequenceParallelMultiGPUPatcher" }, "class_type": "LTXVSequenceParallelMultiGPUPatcher", "inputs": { "disable_backup": false, "model": [ "1", 0 ], "torch_compile": true } }, "45": { "_meta": { "title": "LTXVAddGuide" }, "class_type": "LTXVAddGuide", "inputs": { "frame_idx": 0, "strength": 1 } } }, "workflowRendererVersion": "LG" }, "groups": [ { "bounding": [ -1560, 3330, 1370, 920 ], "color": "#3f789e", "flags": {}, "font_size": 24, "id": 2, "title": "Preview" } ], "id": "7f5e0c56-93b4-4937-b7f2-efd0f1853e33", "last_link_id": 1754, "last_node_id": 699, "links": [ [ 1732, 675, 2, 682, 0, "BOUNDING_BOX" ], [ 1735, 687, 0, 682, 1, "IMAGE" ], [ 1736, 688, 0, 675, 0, "INT" ], [ 1737, 688, 0, 687, 1, "INT" ], [ 1738, 682, 0, 690, 0, "IMAGE" ], [ 1739, 675, 0, 690, 1, "IMAGE" ], [ 1745, 694, 0, 675, 3, "VIDEO" ], [ 1747, 675, 3, 695, 1, "AUDIO" ], [ 1748, 675, 4, 695, 2, "FLOAT" ], [ 1749, 690, 0, 695, 0, "IMAGE" ], [ 1750, 695, 0, 697, 0, "VIDEO" ], [ 1752, 694, 0, 698, 0, "VIDEO" ], [ 1753, 698, 0, 687, 0, "IMAGE" ], [ 1754, 675, 0, 699, 0, "IMAGE" ] ], "nodes": [ { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 676, "inputs": [], "mode": 0, "order": 0, "outputs": [], "pos": [ -3400.000239363637, 3400.000031624646 ], "properties": {}, "size": [ 480, 850 ], "type": "MarkdownNote", "widgets_values": [ "Related PR: [#12748](https://github.com/Comfy-Org/ComfyUI/pull/12748)\n\n## Model Links (for Local Users)\n\n**checkpoints**\n\n- [sdpose_wholebody_fp16.safetensors](https://huggingface.co/Comfy-Org/SDPose/resolve/main/checkpoints/sdpose_wholebody_fp16.safetensors)\n\n**diffusion_models**\n\n- [rt_detr_v4-x-hgnet_fp16.safetensors](https://huggingface.co/Comfy-Org/SDPose/resolve/main/diffusion_models/rt_detr_v4-x-hgnet_fp16.safetensors)\n- [rt_detr_v4-x-hgnet_fp32.safetensors](https://huggingface.co/Comfy-Org/SDPose/resolve/main/diffusion_models/rt_detr_v4-x-hgnet_fp32.safetensors)\n\n\n## Model Storage Location\n\n```\nπŸ“‚ ComfyUI/\nβ”œβ”€β”€ πŸ“‚ models/\nβ”‚ β”œβ”€β”€ πŸ“‚ checkpoints/\nβ”‚ β”‚ └── sdpose_wholebody_fp16.safetensors\nβ”‚ └── πŸ“‚ diffusion_models/\nβ”‚ β”œβ”€β”€ rt_detr_v4-x-hgnet_fp32.safetensors\nβ”‚ └── rt_detr_v4-x-hgnet_fp16.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" ] }, { "flags": {}, "id": 675, "inputs": [ { "label": "resize_target_longer_size", "link": 1736, "name": "resize_type.longer_size", "type": "INT", "widget": { "name": "resize_type.longer_size" } }, { "label": "detect_threshold", "link": null, "name": "threshold", "type": "FLOAT", "widget": { "name": "threshold" } }, { "label": "detect_class", "link": null, "name": "class_name", "type": "COMBO", "widget": { "name": "class_name" } }, { "link": 1745, "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 1739, 1754 ], "name": "IMAGE", "type": "IMAGE" }, { "links": null, "name": "keypoints", "type": "POSE_KEYPOINT" }, { "links": [ 1732 ], "name": "bboxes", "type": "BOUNDING_BOX" }, { "links": [ 1747 ], "name": "audio", "type": "AUDIO" }, { "links": [ 1748 ], "name": "fps", "type": "FLOAT" } ], "pos": [ -2480.0001180813124, 3400.000031624646 ], "properties": { "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "proxyWidgets": [ [ "674", "resize_type.longer_size" ], [ "674", "scale_method" ], [ "672", "draw_body" ], [ "672", "draw_hands" ], [ "672", "draw_face" ], [ "672", "draw_feet" ], [ "672", "stick_width" ], [ "672", "face_point_size" ], [ "672", "score_threshold" ], [ "678", "threshold" ], [ "678", "class_name" ], [ "678", "max_detections" ], [ "673", "ckpt_name" ], [ "677", "unet_name" ] ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.15.1" }, "size": [ 370, 610.65625 ], "title": "Video to Pose Map (SDPose Multi-Person)", "type": "01b6a731-fb78-4070-9a38-c87146da9604", "widgets_values": [] }, { "flags": {}, "id": 682, "inputs": [ { "link": 1732, "name": "bboxes", "type": "BOUNDING_BOX" }, { "link": 1735, "name": "image", "shape": 7, "type": "IMAGE" } ], "mode": 0, "order": 9, "outputs": [ { "links": [ 1738 ], "name": "out_image", "type": "IMAGE" } ], "pos": [ -1500, 3830 ], "properties": { "Node name for S&R": "DrawBBoxes", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 230, 100 ], "type": "DrawBBoxes", "widgets_values": [] }, { "flags": {}, "id": 687, "inputs": [ { "link": 1753, "name": "input", "type": "IMAGE,MASK" }, { "link": 1737, "name": "resize_type.longer_size", "type": "INT", "widget": { "name": "resize_type.longer_size" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [ 1735 ], "name": "resized", "type": "IMAGE" } ], "pos": [ -1500, 3610 ], "properties": { "Node name for S&R": "ResizeImageMaskNode", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.15.0" }, "size": [ 360, 173.328125 ], "type": "ResizeImageMaskNode", "widgets_values": [ "scale longer dimension", 1024, "lanczos" ] }, { "flags": {}, "id": 688, "inputs": [], "mode": 0, "order": 1, "outputs": [ { "links": [ 1736, 1737 ], "name": "INT", "type": "INT" } ], "pos": [ -2819.999989577833, 3899.9998485302094 ], "properties": { "Node name for S&R": "PrimitiveInt", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 300, 110 ], "type": "PrimitiveInt", "widgets_values": [ 1024, "fixed" ] }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 689, "inputs": [], "mode": 0, "order": 2, "outputs": [], "pos": [ -2480, 4120 ], "properties": {}, "size": [ 380, 170 ], "type": "MarkdownNote", "widgets_values": [ "Upload an image with multiple people, then change the `max_detections` to see how it works." ] }, { "flags": {}, "id": 690, "inputs": [ { "link": 1738, "name": "image1", "type": "IMAGE" }, { "link": 1739, "name": "image2", "type": "IMAGE" } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 1749 ], "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -1490, 4000 ], "properties": { "Node name for S&R": "ImageBlend", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 270, 170 ], "type": "ImageBlend", "widgets_values": [ 0.5, "normal" ] }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 691, "inputs": [], "mode": 0, "order": 3, "outputs": [], "pos": [ -2490.000151489698, 3120.000072051117 ], "properties": {}, "size": [ 380, 210 ], "title": "Subgraph", "type": "MarkdownNote", "widgets_values": [ "- The node below is a subgraph. You can enter it to explore the internal logic, or visit [subgraph docs](https://docs.comfy.org/interface/features/subgraph) to learn how to use subgraphs.\n- Unpack subgraph: Select it and use the right - click menu β†’ `Unpack Subgraph` to customize freely." ] }, { "flags": {}, "id": 694, "inputs": [], "mode": 0, "order": 4, "outputs": [ { "links": [ 1745, 1752 ], "name": "VIDEO", "type": "VIDEO" } ], "pos": [ -2830, 3400 ], "properties": { "Node name for S&R": "LoadVideo", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 310, 436 ], "type": "LoadVideo", "widgets_values": [ "man_palying_violin.mp4", "image" ] }, { "flags": {}, "id": 695, "inputs": [ { "link": 1749, "name": "images", "type": "IMAGE" }, { "link": 1747, "name": "audio", "shape": 7, "type": "AUDIO" }, { "link": 1748, "name": "fps", "type": "FLOAT", "widget": { "name": "fps" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 1750 ], "name": "VIDEO", "type": "VIDEO" } ], "pos": [ -1140, 4010 ], "properties": { "Node name for S&R": "CreateVideo", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 270, 0 ], "type": "CreateVideo", "widgets_values": [ 30 ] }, { "flags": {}, "id": 697, "inputs": [ { "link": 1750, "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 12, "outputs": [], "pos": [ -800, 3410 ], "properties": { "Node name for S&R": "SaveVideo", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 480, 710 ], "type": "SaveVideo", "widgets_values": [ "video/ComfyUI", "auto", "auto" ] }, { "flags": {}, "id": 698, "inputs": [ { "link": 1752, "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 1753 ], "name": "images", "type": "IMAGE" }, { "links": null, "name": "audio", "type": "AUDIO" }, { "links": null, "name": "fps", "type": "FLOAT" } ], "pos": [ -1500, 3430 ], "properties": { "Node name for S&R": "GetVideoComponents", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 225, 120 ], "type": "GetVideoComponents", "widgets_values": [] }, { "flags": {}, "id": 699, "inputs": [ { "link": 1754, "name": "images", "type": "IMAGE" } ], "mode": 0, "order": 7, "outputs": [], "pos": [ -2040.00002750672, 3399.999942649226 ], "properties": { "Node name for S&R": "PreviewImage", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 430, 630 ], "type": "PreviewImage", "widgets_values": [] } ], "revision": 0, "version": 0.4 }