DC_GAN

This repository consists of my implementation of the Deep Convoluted Generative Adversial Network on the CIFAR-10 dataset. Done using PyTorch

The datasets can be found at http://www.cs.toronto.edu/~kriz/cifar.html

A paper implementation can be found at https://arxiv.org/abs/1511.06434 by Alec Radford, Luke Metz, Soumith Chintala.

A sample batch of images from the dataset

Initially Generated image batch by Generator

I have run the GAN for 30 epochs. Let us have a look at the results

After the first epoch

After 5 epochs

After 15 epochs

Final Result