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hyz317/StdGEN

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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StdGEN

<p align="center"> 📃 <a href="https://arxiv.org/abs/2411.05738" target="blank">Paper</a> • 💻 <a href="https://github.com/hyz317/StdGEN" target="blank">[Github Repo]</a> • 🌐 <a href="https://stdgen.github.io/" target="_blank">Project Page</a> </p>

StdGEN is an innovative pipeline for generating semantically decomposed high-quality 3D characters from single images.

All Models

We open-sourced the following list of models:

Model	Description
StdGEN-canonicalize-1024	Convert reference character image to A-pose
StdGEN-multiview-1024	Convert A-pose image to multi-view images and normals
StdGEN-mesh-slrm	Semantic-aware Large Reconstruction Model

Citation

If you find our work useful, please consider citing StdGEN:

@article{he2024stdgen,
  title={StdGEN: Semantic-Decomposed 3D Character Generation from Single Images},
  author={He, Yuze and Zhou, Yanning and Zhao, Wang and Wu, Zhongkai and Xiao, Kaiwen and Yang, Wei and Liu, Yong-Jin and Han, Xiao},
  journal={arXiv preprint arXiv:2411.05738},
  year={2024}
}