---
title: OOTDiffusion
canonical_url: "https://www.modelscope.cn/models/ai-modelscope/ootdiffusion"
md_url: "https://www.modelscope.cn/models/ai-modelscope/ootdiffusion.md"
repository: ai-modelscope/ootdiffusion
last_updated: 2024-04-18
license: cc-by-nc-sa-4.0
parameters: 3.4B
tensor_type:
  - F32
library_name:
  - safetensors
  - diffusers
  - onnx
  - pytorch
frameworks:
  - pytorch
downloads: 6118
stars: 7
---

# OOTDiffusion

> ootdiffusion - ai-modelscope 在 ModelScope 开源的模型。OOTDiffusion Our OOTDiffusion GitHub repository

ai-modelscope/ootdiffusion 是 ModelScope 魔搭社区上的 3.4B 参数机器学习模型，采用 cc-by-nc-sa-4.0 许可。

- **Repository**: ai-modelscope/ootdiffusion
- **License**: cc-by-nc-sa-4.0
- **Parameters**: 3.4B
- **Downloads**: 6118
- **Stars**: 7
- **Last updated**: 2024-04-18

Source: https://www.modelscope.cn/models/ai-modelscope/ootdiffusion

---

# OOTDiffusion
[Our OOTDiffusion GitHub repository](https://github.com/levihsu/OOTDiffusion)

🤗 [Try out OOTDiffusion](https://huggingface.co/spaces/levihsu/OOTDiffusion)

(Thanks to [ZeroGPU](https://huggingface.co/zero-gpu-explorers) for providing A100 GPUs)


> **OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on** [[arXiv paper](https://arxiv.org/abs/2403.01779)]<br>
> [Yuhao Xu](http://levihsu.github.io/), [Tao Gu](https://github.com/T-Gu), [Weifeng Chen](https://github.com/ShineChen1024), [Chengcai Chen](https://www.researchgate.net/profile/Chengcai-Chen)<br>
> Xiao-i Research


Our model checkpoints trained on [VITON-HD](https://github.com/shadow2496/VITON-HD) (half-body) and [Dress Code](https://github.com/aimagelab/dress-code) (full-body) have been released

* 📢📢 We support ONNX for [humanparsing](https://github.com/GoGoDuck912/Self-Correction-Human-Parsing) now. Most environmental issues should have been addressed : )
* Please also download [clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) into ***checkpoints*** folder
* We've only tested our code and models on Linux (Ubuntu 22.04)

![demo](images/demo.png)&nbsp;
![workflow](images/workflow.png)&nbsp;

## Citation
```
@article{xu2024ootdiffusion,
  title={OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on},
  author={Xu, Yuhao and Gu, Tao and Chen, Weifeng and Chen, Chengcai},
  journal={arXiv preprint arXiv:2403.01779},
  year={2024}
}
```