cyclegan-pytorch

This repository is a deep-running part of a program that changes the style of a photo. And I refer to the following paper.

[A reference article] (https://arxiv.org/abs/1703.10593)

preparing dataset

We used the supplied cycleGAN dataset.You can download datasets from this link.(https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/)

organize image following structure example) monet2photo

dataset/
    photo/
        0001.jpg
        0002.jpg
        0003.jpg
        0004.jpg
        ...
    monet/
        0001.jpg
        0002.jpg
        0003.jpg
        0004.jpg
        ...

or run python file

python download_dataset.py --style monet2photo

how to train

run main file example) monet2photo

python main.py --style monet2photo

how to test

python test.py --param_path PATH/TO/THE/PARAMETER --input_dir PAHT/TO/THE/INPUT/DIRECTORY --output_dir PATH/TO/THE/OUTPUT/DIRECTORY

Sample