| --- |
| license: apache-2.0 |
| pipeline_tag: image-to-3d |
| tags: |
| - art |
| --- |
| |
|  |
|
|
| - Working on tonight the RT versions |
| - Model Downloads for ComfyUI custom node [Here](https://github.com/Apache0ne/ComfyUI-pixel-perfect-depth) |
| Node usage on github |
| - Orgin models can be found linked [here](https://github.com/gangweix/pixel-perfect-depth) 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](https://github.com/DepthAnything/Depth-Anything-V2), [MoGe](https://github.com/microsoft/MoGe) and [DiT](https://github.com/facebookresearch/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: |
|
|
| ```bibtex |
| @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} |
| } |
