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+ ---
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+ license: apache-2.0
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+ tags:
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+ - depth-estimation
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+ - monocular-depth
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+ - diffusion
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+ pipeline_tag: depth-estimation
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+ ---
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+
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+ # Pixel-Perfect-Depth — MoGe2 checkpoint (mirror)
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+
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+ This is an **unmodified mirror** of the `ppd_moge.pth` checkpoint from
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+ [Pixel-Perfect Depth](https://github.com/gangweix/pixel-perfect-depth) (NeurIPS 2025),
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+ the PPD variant that uses **MoGe2** semantics and delivers a ~20–30% improvement on
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+ zero-shot benchmarks over the DA2 variant.
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+
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+ It is rehosted here **only** because the original file is distributed via Google Drive,
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+ which is unreliable for automated downloads in the
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+ [ComfyUI-PixelPerfectDepth](https://github.com/PozzettiAndrea/ComfyUI-PixelPerfectDepth)
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+ integration. All credit belongs to the original authors.
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+
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+ ## Source & attribution
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+
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+ - **Original repo:** https://github.com/gangweix/pixel-perfect-depth (Apache-2.0)
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+ - **Original weights:** Google Drive — file id `1tabmcsbRVDKDfmO4KU1vOjurzN-wp0HV`
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+ (linked from the upstream README, "PPD / MoGe2" row)
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+ - **Paper:** https://arxiv.org/abs/2510.07316
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+
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+ This mirror is unmodified and redistributed under the upstream **Apache-2.0** license
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+ (see `LICENSE`). No endorsement by the original authors is implied.
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+
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+ ## Usage
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+
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+ This checkpoint requires the MoGe2 encoder weights
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+ ([`moge2.pt`](https://huggingface.co/Ruicheng/moge-2-vitl-normal)) at load time, as in
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+ the upstream `run.py --semantics_model MoGe2`.
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+
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+ ```bibtex
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+ @article{xu2025pixel,
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+ title={Pixel-perfect depth with semantics-prompted diffusion transformers},
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+ author={Xu, Gangwei and Lin, Haotong and Luo, Hongcheng and others},
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+ journal={arXiv preprint arXiv:2510.07316},
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+ year={2025}
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+ }
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+ ```