GhibliGAN

A style-transfer project using CycleGAN to render photos in the style of Studio Ghibli animations.

Note that this project is built as a learning project for myself and that if you're looking for a tried-and-true implementation of CycleGAN you should refer to their original PyTorch source or look at one of the several Tensorflow adaptations.

Build Setup

# install package manager
pip install pipenv

# install dependencies
pipenv install

Code Quality

# get linter aggregate statistics
pipenv run pycodestyle --statistics -qq --config pycodestyle.cfg src

# lint a specific file(s)
pipenv run pycodestyle --first --show-source --config pycodestyle.cfg <file>

Model Architecture

The base for this model is CycleGAN—the generator network follows Johnson et al. while the discriminator follows PatchGAN.