NerdFNY/MCG-VITON

This is the official implementation of paper "Toward Multi-Category Garments Virtual Try-on Method by Coarse to Fine TPS Deformation"

Python

MCG-VITON — Official Implementation

This is the official implementation of paper "Toward Multi-Category Garments Virtual Try-on Method by Coarse to Fine TPS Deformation"

Our paper has been accepted by NCAA, and it is available online.

Requirements

python3
numpy
cv2
skimage
matplotlib

Getting Started

We have provided an example for preparing your dateset.
You can change coefficients in options.py and run.

python main.py

Example

Citation

If you find our work useful in your research, please consider citing our paper:

@article{fang2022toward,  
  title={Toward multi-category garments virtual try-on method by coarse to fine TPS deformation},  
  author={Fang, Naiyu and Qiu, Lemiao and Zhang, Shuyou and Wang, Zili and Hu, Kerui and Li, Heng},  
  journal={Neural Computing and Applications},  
  pages={1--19},  
  year={2022},  
  publisher={Springer}  
}

Acknowledgments

we have leveraged SMPL as our virtual 3d human model
Thanks to the TPS implementation