Face Generation

A program that uses deep convolutional generative adversarial networks to generate new images of faces from the CelebA dataset.

Discriminator

Uses Leaky ReLu activation for the convolution layers and sigmoid function activation for the output layer.

Generator

Uses SWISH activation for the transposed convolution layers and tanh activation for the output layer.