Skip to content
/ gans Public

Keras implementation of dcgan, wgan and wgan-gp with digit-MNIST dataset for tutorials.

License

Notifications You must be signed in to change notification settings

rsyamil/gans

Repository files navigation

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

About

Keras implementation of dcgan, wgan and wgan-gp with digit-MNIST dataset for tutorials.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages