Keras implementation of DCGAN, WGAN and WGANGP. To load trained model or train:
python3 <gan.py|wgan.py|wgangp.py> <True|False>
~2 hours training time on NVIDIA RTX 2080 Ti. Generated images when the models are trained for 20k epochs:
Comparison of the generator and discriminator/critic losses: