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工作流 / 图像工具 / 表面法线估计：Marigold V2
表面法线估计：Marigold V2

表面法线估计：Marigold V2

Surface Normal Estimation: Marigold V2

使用 Marigold V2 从输入图像估算表面法线。该工作流生成表示场景中表面朝向的法线贴图，可用于 3D 重建、重新照明和几何感知图像处理。

图像工具 5 个节点 1 个输入 48 次使用 ComfyUI ≥ 0.36.0 ComfyUI 35 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 4 个权重文件，其中 4 个能在本站模型库里找到。

marigold_v2_normals.safetensors 在模型库查看
marigold_v2_normals_conditioning.safetensors 在模型库查看
marigold_v2_normals_vae.safetensors 在模型库查看
qwen_image_edit_2509_int8_convrot.safetensors 在模型库查看

节点构成

LoadImage × 1
ImageCompare × 1
SaveImageAdvanced × 1
790255fa-100b-4dda-9ab5-e5e1731951db × 1
MarkdownNote × 1

官方标注的模型

Marigold v2

工作流 JSON

和上面「下载工作流 JSON」是同一份文件。

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200 "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Input Asset\n\n- [greek_statue_orange_cloth.png](https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/input/greek_statue_orange_cloth.png)\n\n## Model Links\n\n- [Hugging Face:Comfy-Org/marigold-v2-0](https://huggingface.co/Comfy-Org/marigold-v2-0)\n- [ModelScope:Comfy-Org/marigold-v2-0](https://modelscope.cn/models/Comfy-Org/marigold-v2-0)\n\n**diffusion_models**\n\n- [qwen_image_edit_2509_int8_convrot.safetensors](https://huggingface.co/Comfy-Org/marigold-v2-0/resolve/main/diffusion_models/qwen_image_edit_2509_int8_convrot.safetensors) (19.09 GB)\n\n**loras**\n\n- [marigold_v2_normals.safetensors](https://huggingface.co/Comfy-Org/marigold-v2-0/resolve/main/loras/marigold_v2_normals.safetensors) (1.59 GB)\n\n**embeddings**\n\n- [marigold_v2_normals_conditioning.safetensors](https://huggingface.co/Comfy-Org/marigold-v2-0/resolve/main/embeddings/marigold_v2_normals_conditioning.safetensors) (2.4 MB)\n\n**vae**\n\n- [marigold_v2_normals_vae.safetensors](https://huggingface.co/Comfy-Org/marigold-v2-0/resolve/main/vae/marigold_v2_normals_vae.safetensors) (242 MB)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ └── qwen_image_edit_2509_int8_convrot.safetensors\n│ ├── 📂 loras/\n│ │ └── marigold_v2_normals.safetensors\n│ ├── 📂 embeddings/\n│ │ └── marigold_v2_normals_conditioning.safetensors\n│ └── 📂 vae/\n│ └── marigold_v2_normals_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)\n"
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