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工作流 / 图像工具 / 几何估算：MoGe 3
几何估算：MoGe 3

几何估算：MoGe 3

Geometry Estimation: MoGe 3

使用 MoGe 3（MoGe 的稀疏体素细化版本）从单张图像估计精细几何结构。它将粗略点图提升到稀疏体素壳上，并通过轻量级稀疏 3D 卷积细化深度，保留图像空间解码器会模糊的薄结构和深度不连续处。附带 ViT-L 检查点；ViT-G 文件可在同一个加载 MoGe 模型下拉菜单中选择，以获得更高的精细细节精度。接受 1 个图像输入，输出 1 个深度图和 1 个法线图。

图像工具 4 个节点 1 个输入 47 次使用 ComfyUI ≥ 0.37.0 ComfyUI 15 KB

下载工作流 JSON 查看官方来源

下载后把文件拖进 ComfyUI 窗口即可打开。

需要的权重

这个工作流引用了 1 个权重文件，其中 1 个能在本站模型库里找到。

moge_3_vitg_fp16.safetensors 在模型库查看

节点构成

LoadImage × 1
PreviewImage × 1
5b702329-a5ec-4a7d-b000-213d0c04bbbd × 1
MarkdownNote × 1

官方标注的模型

MoGe

工作流 JSON

和上面「下载工作流 JSON」是同一份文件。

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144 "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Input Asset\n\n- [cosmic_suitcase.png](https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/input/cosmic_suitcase.png)\n\n## Model Link\n\n- [Hugging Face:Comfy-Org/MoGe](https://huggingface.co/Comfy-Org/MoGe)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/MoGe](https://modelscope.cn/models/Comfy-Org/MoGe)\n\n**geometry_estimation** (one of the models below)\n\n- [moge_3_vitg_fp16.safetensors](https://huggingface.co/Comfy-Org/MoGe/resolve/main/geometry_estimation/moge_3_vitg_fp16.safetensors) (2.33 GB)\n- [moge_3_vitl_fp16.safetensors](https://huggingface.co/Comfy-Org/MoGe/resolve/main/geometry_estimation/moge_3_vitl_fp16.safetensors) (706.3 MB)\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ └── 📂 geometry_estimation/\n│ ├── moge_3_vitl_fp16.safetensors\n│ └── moge_3_vitg_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"
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147 "text": "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Input Asset\n\n- [cosmic_suitcase.png](https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/input/cosmic_suitcase.png)\n\n## Model Link\n\n- [Hugging Face:Comfy-Org/MoGe](https://huggingface.co/Comfy-Org/MoGe)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/MoGe](https://modelscope.cn/models/Comfy-Org/MoGe)\n\n**geometry_estimation** (one of the models below)\n\n- [moge_3_vitg_fp16.safetensors](https://huggingface.co/Comfy-Org/MoGe/resolve/main/geometry_estimation/moge_3_vitg_fp16.safetensors) (2.33 GB)\n- [moge_3_vitl_fp16.safetensors](https://huggingface.co/Comfy-Org/MoGe/resolve/main/geometry_estimation/moge_3_vitl_fp16.safetensors) (706.3 MB)\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ └── 📂 geometry_estimation/\n│ ├── moge_3_vitl_fp16.safetensors\n│ └── moge_3_vitg_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"
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