ComfyUI_OmniPart

OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion,this node ,you can use it in comfyUI

Upadte

• test cu128 torch2.8.0 Vram 12G

• 因为要手动标记合并，所以要分两步运行，不知道就看我B站视频吧。

1.Installation

In the ./ComfyUI/custom_nodes directory, run the following:

git clone https://github.com/smthemex/ComfyUI_OmniPart

2.requirements

• 比较难装，当然你有安装trellis，基本上没什么难度，除了要再装一个seg和detectron2

pip install -r requirements.txt

3.checkpoints

• 3.1 OmniPart repo 微调的trellis模型？可能也没微调
• 3.2 omnipart/OmniPart_modules all checkpoints 目录下三个模型
• 3.3 dinov2 only model.safetensors 只下model.safetensors and links dinov2_vitl14_reg4_pretrain.pth；
• 3.4 RMBG-2.0 only model.safetensors 只下model.safetensors；

├── ComfyUI/models/OmniPart
|     ├── bbox_gen.ckpt
|     ├── model.safetensors #RMBG-2.0
|     ├── partfield_encoder.ckpt
|     ├── sam_vit_h_4b8939.pth
├── ComfyUI/models/dinov2
|        ├──model.safetensors #facebook/dinov2-with-registers-large
|        ├──dinov2_vitl14_reg4_pretrain.pth
├── any-path/omnipart/OmniPart  # https://huggingface.co/omnipart/OmniPart/tree/main 全下，保持目录一致，几G而已  

Example

Acknowledgements

TRELLIS
PartField
FlexiCubes

Citation

@article{yang2025omnipart,
        title={Omnipart: Part-aware 3d generation with semantic decoupling and structural cohesion},
        author={Yang, Yunhan and Zhou, Yufan and Guo, Yuan-Chen and Zou, Zi-Xin and Huang, Yukun and Liu, Ying-Tian and Xu, Hao and Liang, Ding and Cao, Yan-Pei and Liu, Xihui},
        journal={arXiv preprint arXiv:2507.06165},
        year={2025}
}

``