cyprienruffino/pixelwise

Code for "Pixel-wise Conditioning of Generative Adversarial Networks", ESANN2019 and Neurocomputing 2020

Code for "Pixel-wise Conditioning of Generative Adversarial Networks", ESANN2019 and Neurocomputing 2020

Usage

Conditional gan

python src/train_cgan.py config_file dataset_path

Regularized gan

python src/train_rcgan.py config_file dataset_path

Regularized gan with PacGAN

python src/train_rcgan_pac.py config_file dataset_path

Dataset formatting

Saved in HDF5 format. Use the code from scripts/datasets to format a dataset from a large single image or from classical datasets.

Figures

The figures are generated from the scrips/plot scripts