Chainer implementation of "Toward Multimodal Image-to-Image Translation".
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README.md

chainer-bicyclegan

Build Status

Chainer implementation of "Toward Multimodal Image-to-Image Translation".
This is a faithful re-implementation of the official PyTorch implementation.

Installation

git clone --recursive https://github.com/wkentaro/chainer-bicyclegan.git
cd chainer-bicyclegan

conda install -c menpo -y opencv
pip install .

Training

cd examples/bicyclegan

# ./train.py <dataset> --gpu <gpu_id>
./train.py edges2shoes --gpu 0

Results

It shows that the BicycleGAN output has more variety with smaller batchsize.

edges2shoes

  • batchsize=2,epoch=60 (left)
  • batchsize=60,epoch=60 (right)

edges2handbags

  • batchsize=2,epoch=5 (left)
  • batchsize=60,epoch=15 (right)