Deepfake Remy Generator

Deepfake Remy Generator: Wasserstein GAN with Gradient Penalty (WGAN-GP)

Build

Earth mover's distance (Wasserstein distance)... Blah blah blah

Graphing Performance

Blah blah blah...

Architecture

Blah blah blah...

Deepfake Remy Generator: Wasserstein GAN without Gradient Penalty (WGAN)

Generation Demonstration

Lipschitz condition met via weight clipping (to control insantaneous change in the weights). Blah blah blah. Finish later... Poorer quality and still having stability issues

Deepfake Remy Generator: Regular GAN

Single Image Result

Blah blah blah.. Finish later.

Generation Results

Overfitting and mode collapse issues... Blah blah blah. Finish later.