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Project: Deep-Image-Analogy-PyTorch (GitHub Link)

• Deep-Image-Analogy-PyTorch-master
  • PatchMatchOrig.py
  • results
    • expr_5
    • expr_4
    • expr_1
    • expr_2
    • expr_3
  • VGG19.py
  • DeepAnalogy.py
  • LICENSE
  • data
    • 2
    • demo
    • 3
    • 1
    • .gitignore
  • main.py
  • lbfgs.py
  • README.md
  • utils.py

Deep-Image-Analogy

This project is a python implementation of Deep Image Analogy.https://arxiv.org/abs/1705.01088.

Some results

Requirements

• python 3

• opencv3

  If you use anaconda, you can install opencv3 by conda install opencv

• pytorch

  See pytorch for installation

  Codes in branch "master" works with pytorch 0.4

  Codes in branch "pytorch0.3" works with pytorch 0.3

• cuda (CPU version is not implemented yet)

Usage (demo)

python main.py --resize_ratio 0.5 --weight 2 --img_A_path data/demo/ava.png --img_BP_path data/demo/mona.png --use_cuda True

Acknowledgments

My project acknowledge the official code Deep-Image-Analogy, pytorch, and another pytorch implementation. Especially, thanks for the authors of this amazing algorithm.