README.md

---
license: apache-2.0
pipeline_tag: image-to-3d
library_name: diffusers
tags:
- image-to-3d
---

# 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}
}
```