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gans

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:

imgs

Comparison of the generator and discriminator/critic losses:

losses