README.md

---
title: Voost - Virtual Try-On/Off
emoji: 👕
colorFrom: yellow
colorTo: yellow
sdk: gradio
sdk_version: 5.39.0
app_file: app.py
pinned: false
license: cc-by-nc-sa-4.0
short_description: Virtual Try-On&Off model from NXN Labs (https://nxn.ai/)
---

# Virtual Try-On Demo

This demo utilizes the Virtual Try-On and Try-Off models introduced in [Voost](https://arxiv.org/abs/2508.04825).

## Overview

This application provides a live demo, allowing users to virtually try on and try off clothing items using advanced AI models.

## Commercial Use

If you are planning to use this for commercial purposes or need more advanced commercial-level services, please contact us through our website: [https://nxn.ai/contact](https://nxn.ai/contact)

## Citation

If you use this work in your research, please cite:
```bibtex
@article{lee2025voost,
  author  = {Seungyong Lee and Jeong-gi Kwak},
  title   = {Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off},
  journal = {arXiv preprint arXiv:2508.04825},
  year    = {2025}
}
```

## Usage Policy

Voost and its derivatives **must not** be used for harmful or illegal purposes, including but not limited to:

- Violating any applicable national, federal, state, local, or international law or regulation  
- Exploiting or harming minors in any way  
- Generating or disseminating false information with the intent to harm others  
- Sharing personal identifiable information that could be used to harm individuals  
- Harassing, abusing, threatening, stalking, or bullying individuals or groups  
- Creating non-consensual nudity or illegal pornographic content  
- Fully automated decision-making that adversely impacts an individual’s legal rights  
- Facilitating large-scale disinformation campaigns  

> ⚠️ **Disclaimer**:  
> The authors and contributors of this project are **not responsible** for any misuse, damages, or consequences arising from the use of this model or its derivatives.

## Contact

For commercial inquiries and advanced services, visit: [https://nxn.ai](https://nxn.ai)

---
Most models and clothing images used are from internet and public datasets (VITON, DressCode).
All images and brands are the property of their respective owners.

This demo is licensed under a Creative [Commons Attribution-ShareAlike 4.0 International License.](http://creativecommons.org/licenses/by-sa/4.0/)