Hugging Peers

ComfyUI-pixel-perfect-depth

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by ApacheOne image-to-3D pytorch apache-2.0
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Model card

PPD sample output

  • Working on tonight the RT versions

  • Model Downloads for ComfyUI custom node Here Node usage on github

  • Orgin models can be found linked here at orgin github in google drives or some at these Huggingfaces listed below

  • https://huggingface.co/gangweix/Pixel-Perfect-Depth

  • https://huggingface.co/depth-anything/Depth-Anything-V2-Large

  • https://huggingface.co/Ruicheng/moge-2-vitl-normal

  • https://huggingface.co/yyfz233/Pi3

Acknowledgement

We are grateful to the Depth Anything V2, MoGe and DiT teams for their code and model release. We would also like to sincerely thank the NeurIPS reviewers for their appreciation of this work (ratings: 5, 5, 5, 5).

Citation

If you find this project useful, please consider citing:

@article{xu2025pixel,
  title={Pixel-perfect depth with semantics-prompted diffusion transformers},
  author={Xu, Gangwei and Lin, Haotong and Luo, Hongcheng and Wang, Xianqi and Yao, Jingfeng and Zhu, Lianghui and Pu, Yuechuan and Chi, Cheng and Sun, Haiyang and Wang, Bing and others},
  journal={arXiv preprint arXiv:2510.07316},
  year={2025}
}