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

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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"

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

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

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