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pix2pix-pytorch

the pytorch version of pix2pix

Requirments

  • CUDA 8.0+
  • pytorch 0.3.1
  • torchvision

Datasets

  • Download a pix2pix dataset (e.g.facades):
bash ./datasets/download_pix2pix_dataset.sh facades

Train a model:

python pix2pix_train.py --data_root 'your data directory' --which_direction "BtoA"  

Result examples

epoch-0

image

epoch-99

image

epoch-199

image

Reference

[1]Image-to-Image Translation with Conditional Adversarial Networks

@inproceedings{isola2017image,
  title={Image-to-Image Translation with Conditional Adversarial Networks},
  author={Isola, Phillip and Zhu, Jun-Yan and Zhou, Tinghui and Efros, Alexei A},
  booktitle={Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on},
  year={2017}
}

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the pytorch version of pix2pix

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