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zero-nnkn committed Sep 11, 2023
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## <div align="center">📝 Documentation </div>
## <div align="center"> 📝 Documentation </div>
### Installation
This source code has been developed and tested with `python==3.10`, as well as `pytorch=1.13.1` and `torchvision==0.14.1`. We provide a script to install the environment:
```sh
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epochs.
- `resume`: Use if you want to continue training from a previous process.

## <div align="center">📈 Result</div>
## <div align="center"> 📈 Result </div>
<div align="center">
<img src="https://raw.githubusercontent.com/KiseKloset/DM-VTON/assets/fps.png" class="left" width='60%'>
</div>
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| FS-VTON (CVPR22) | 26.5 | 37.5 | 309.3 |
| OURS | 28.2 | 23.3 | 37.8 |

## <div align="center">😎 Supported Models </div>
## <div align="center"> 😎 Supported Models </div>
We also support some parser-free models that can be used as Teacher and/or Student. The methods all have a 2-stage architecture (warping module and generator). For more details, see [here](./models/).

| Methods | Source | Teacher | Student |
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| DM-VTON (Ours) | [DM-VTON: Distilled Mobile Real-time Virtual Try-On](https://arxiv.org/abs/2308.13798) |||


## <div align="center">🙏 Acknowledgments </div>
This code is based on [PF-AFN](https://github.com/geyuying/PF-AFN).
## <div align="center"> ℹ Citation </div>
If our code or paper is helpful to your work, please consider citing:

```bibtex
@inproceedings{nguyen2023dm,
title = {DM-VTON: Distilled Mobile Real-time Virtual Try-On},
author = {Nguyen-Ngoc, Khoi-Nguyen and Phan-Nguyen, Thanh-Tung and Le, Khanh-Duy and Nguyen, Tam V and Tran, Minh-Triet and Le, Trung-Nghia},
year = 2023,
booktitle = {IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)},
}
```

## <div align="center"> 🙏 Acknowledgments </div>
This code is based on [PF-AFN](https://github.com/geyuying/PF-AFN).

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