/painting

sketch-colorization project

Primary LanguagePython

Painting

Painting is sketch-colorization project leveraging various GANs.

Note that I've not got good result yet.

This project is powered by following packages.

hydra is prerelease version which is installed by below command.

$ pip install hydra-core --upgrade --pre

Methods

  • Baseline
    Normal colorization model.

  • Lightweight
    Using LightweightGAN's training procedure.
    Reference: open-review

Train

Before run training script, you have to make "configs/env/defaults_env.yaml" like below.

data_dir: path/to/<image-dir>
save_dir: path/to/<save-dir>

Run training script.

$ python train.py method=<*method-name*>

<*method-name*>: e.g. baseline, which corresponds to file name of "confgs/method/*.yaml"