MyNameIsArko/GAN-tests

Various experiments with GAN architectures

GAN Experiments

These are experiments of trying to train GANS from scratch.

Each notebook has all the code needed to train GAN. There are 4 notebooks that differ in techniques used for training.

Below are results.

Vanilla

Minibatch Discrimination

Augmenting images

Multiscale gradient + pixelwise norm + minibatch std + equalized learning + relativistic hinge loss

DCGAN

DCGAN + Spectral Norm