工作流 /
3D 模型 /
Idol：图像转高斯泼溅
Idol：图像转高斯泼溅
Idol: Image to Gaussian Splat
使用 Idol（Comfy-Org 对 TripoSplat 的微调）将单张图像转换为 3D 高斯泼溅：BiRefNet 移除背景，DINOv3 和 Flux2 VAE 编码视图，一次处理即可解码出 262k 点的泼溅。导出 .spz 泼溅、轨道预览和实验性 .glb 网格。最适合风格化角色和道具。
3D 模型
12 个节点 1 个输入 197 次使用 ComfyUI ≥ 0.23.0 ComfyUI 59 KB
需要的权重
这个工作流引用了 5 个权重文件，其中 5 个能在本站模型库里找到。
birefnet.safetensors
在模型库查看
dino_v3_vit_h_bf16.safetensors
在模型库查看
flux2-vae.safetensors
在模型库查看
idol_decoder_fp16.safetensors
在模型库查看
idol_fp16.safetensors
在模型库查看
节点构成
SaveGLB
× 2
MarkdownNote
× 2
CreateCameraInfo
× 1
SplatToMesh
× 1
SaveVideo
× 1
RenderSplat
× 1
CreateVideo
× 1
SplatToFile3D
× 1
b64333d5-4e6f-4e99-9506-2ec4f63259fe
× 1
LoadImage
× 1
官方标注的模型
IdolTripoSplat
工作流 JSON
和上面「下载工作流 JSON」是同一份文件。
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652 "outputs": [],
653 "title": "Note: Model Links",
654 "properties": [],
655 "widgets_values": [
656 "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n**Paper:** [TripoSplat on arXiv](https://arxiv.org/abs/2605.16355)\n\n## Model Links\n\n- [Hugging Face:Comfy-Org/Idol](https://huggingface.co/Comfy-Org/Idol)\n- [Hugging Face:speridlabs/idol](https://huggingface.co/speridlabs/idol)\n- [Hugging Face:Comfy-Org/BiRefNet](https://huggingface.co/Comfy-Org/BiRefNet)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/Idol](https://modelscope.cn/models/Comfy-Org/Idol)\n- [ModelScope:Comfy-Org/BiRefNet](https://modelscope.cn/models/Comfy-Org/BiRefNet)\n\nIdol is a fine-tuned TripoSplat released by Comfy-Org; it runs on the same TripoSplat nodes, so only the checkpoints below change.\n\n**background_removal**\n\n- [birefnet.safetensors](https://huggingface.co/Comfy-Org/BiRefNet/resolve/main/background_removal/birefnet.safetensors) (423.9 MB)\n\n**diffusion_models**\n\n- [idol_fp16.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/diffusion_models/idol_fp16.safetensors) (706.8 MB)\n\n**clip_vision**\n\n- [dino_v3_vit_h_bf16.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/clip_vision/dino_v3_vit_h_bf16.safetensors) (1.57 GB)\n\n**vae**\n\n- [idol_decoder_fp16.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/vae/idol_decoder_fp16.safetensors) (549.5 MB)\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/vae/flux2-vae.safetensors) (320.6 MB)\n\n**Total**: 3.52 GB\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 background_removal/\n│ │ └── birefnet.safetensors\n│ ├── 📂 diffusion_models/\n│ │ └── idol_fp16.safetensors\n│ ├── 📂 clip_vision/\n│ │ └── dino_v3_vit_h_bf16.safetensors\n│ └── 📂 vae/\n│ ├── idol_decoder_fp16.safetensors\n│ └── flux2-vae.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)"
657 ],
658 "widgets_values_named": {
659 "text": "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n**Paper:** [TripoSplat on arXiv](https://arxiv.org/abs/2605.16355)\n\n## Model Links\n\n- [Hugging Face:Comfy-Org/Idol](https://huggingface.co/Comfy-Org/Idol)\n- [Hugging Face:speridlabs/idol](https://huggingface.co/speridlabs/idol)\n- [Hugging Face:Comfy-Org/BiRefNet](https://huggingface.co/Comfy-Org/BiRefNet)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/Idol](https://modelscope.cn/models/Comfy-Org/Idol)\n- [ModelScope:Comfy-Org/BiRefNet](https://modelscope.cn/models/Comfy-Org/BiRefNet)\n\nIdol is a fine-tuned TripoSplat released by Comfy-Org; it runs on the same TripoSplat nodes, so only the checkpoints below change.\n\n**background_removal**\n\n- [birefnet.safetensors](https://huggingface.co/Comfy-Org/BiRefNet/resolve/main/background_removal/birefnet.safetensors) (423.9 MB)\n\n**diffusion_models**\n\n- [idol_fp16.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/diffusion_models/idol_fp16.safetensors) (706.8 MB)\n\n**clip_vision**\n\n- [dino_v3_vit_h_bf16.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/clip_vision/dino_v3_vit_h_bf16.safetensors) (1.57 GB)\n\n**vae**\n\n- [idol_decoder_fp16.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/vae/idol_decoder_fp16.safetensors) (549.5 MB)\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/Idol/resolve/main/vae/flux2-vae.safetensors) (320.6 MB)\n\n**Total**: 3.52 GB\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 background_removal/\n│ │ └── birefnet.safetensors\n│ ├── 📂 diffusion_models/\n│ │ └── idol_fp16.safetensors\n│ ├── 📂 clip_vision/\n│ │ └── dino_v3_vit_h_bf16.safetensors\n│ └── 📂 vae/\n│ ├── idol_decoder_fp16.safetensors\n│ └── flux2-vae.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)"
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683 "## Idol\n\nSingle 2D image → 3D Gaussian splat. Idol is Comfy-Org's fine-tune of TripoSplat: same nodes, sharper read on stylized characters and props. Preview, export, or drop into game / AR / VR pipelines.\n\n- Model: [Comfy-Org/Idol](https://huggingface.co/Comfy-Org/Idol)\n- Original: [speridlabs/idol](https://huggingface.co/speridlabs/idol)\n- Base: [VAST-AI-Research/TripoSplat](https://github.com/VAST-AI-Research/TripoSplat) · [arXiv:2605.16355](https://arxiv.org/abs/2605.16355)\n\n## Quick Start\n\n1. Load a single subject on a clean background in **LoadImage**\n2. Tune **Image to Gaussian Splat** subgraph (background removal, gaussians, seed)\n3. Queue — all three branches are active: orbit video, `.spz` splat, and `.glb` mesh\n\n## Subgraph Settings\n\n| Setting | Effect |\n|---------|--------|\n| `auto_remove_background` | BiRefNet cuts the backdrop before generation. Turn off if the image already has alpha. |\n| `num_gaussians` | Final point count (rounded to ×32). **262144** matches the octree density; higher oversamples existing points — denser, not more detailed, and costs VRAM/time. |\n| `seed` | Fixed at 46 in this example — change it for variations. |\n| Model selectors | Idol checkpoints (`idol_fp16`, `idol_decoder_fp16`, `dino_v3_vit_h_bf16`). Swap in the stock TripoSplat files to compare. |\n| `enable_preview` | Shows the sampling preview while the splat decodes. |\n\n## Output Branches\n\n| Branch | Status | Output |\n|--------|--------|--------|\n| **Create Video** | active | Orbit preview (1024², 75 frames, 25 fps) |\n| **Create 3D Model (SPZ)** | active | 3D Gaussian splat (`.spz`, 262144 points) |\n| **Create 3D Model (GLB)** | active | Mesh export (`.glb`, SplatToMesh at res 384 — heavy, several million triangles) |\n\n## Known Limits\n\nOne view in, one view out: the front reads well, the sides and back are inferred — thin or high-frequency parts (strings, rails, fur strands) thin out or pick up colour from the removed backdrop."
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686 "text": "## Idol\n\nSingle 2D image → 3D Gaussian splat. Idol is Comfy-Org's fine-tune of TripoSplat: same nodes, sharper read on stylized characters and props. Preview, export, or drop into game / AR / VR pipelines.\n\n- Model: [Comfy-Org/Idol](https://huggingface.co/Comfy-Org/Idol)\n- Original: [speridlabs/idol](https://huggingface.co/speridlabs/idol)\n- Base: [VAST-AI-Research/TripoSplat](https://github.com/VAST-AI-Research/TripoSplat) · [arXiv:2605.16355](https://arxiv.org/abs/2605.16355)\n\n## Quick Start\n\n1. Load a single subject on a clean background in **LoadImage**\n2. Tune **Image to Gaussian Splat** subgraph (background removal, gaussians, seed)\n3. Queue — all three branches are active: orbit video, `.spz` splat, and `.glb` mesh\n\n## Subgraph Settings\n\n| Setting | Effect |\n|---------|--------|\n| `auto_remove_background` | BiRefNet cuts the backdrop before generation. Turn off if the image already has alpha. |\n| `num_gaussians` | Final point count (rounded to ×32). **262144** matches the octree density; higher oversamples existing points — denser, not more detailed, and costs VRAM/time. |\n| `seed` | Fixed at 46 in this example — change it for variations. |\n| Model selectors | Idol checkpoints (`idol_fp16`, `idol_decoder_fp16`, `dino_v3_vit_h_bf16`). Swap in the stock TripoSplat files to compare. |\n| `enable_preview` | Shows the sampling preview while the splat decodes. |\n\n## Output Branches\n\n| Branch | Status | Output |\n|--------|--------|--------|\n| **Create Video** | active | Orbit preview (1024², 75 frames, 25 fps) |\n| **Create 3D Model (SPZ)** | active | 3D Gaussian splat (`.spz`, 262144 points) |\n| **Create 3D Model (GLB)** | active | Mesh export (`.glb`, SplatToMesh at res 384 — heavy, several million triangles) |\n\n## Known Limits\n\nOne view in, one view out: the front reads well, the sides and back are inferred — thin or high-frequency parts (strings, rails, fur strands) thin out or pick up colour from the removed backdrop."
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