Generative Adversarial Networks

Pytorch implementation of GAN(Generative Adversarial Networks) on the MNIST and FashionMNIST dataset

Dependencies

• PyTorch
• Torchvision
• Numpy

Results

1. MNIST

After 100 epochs	After 200 epochs

2. FashionMNIST

After 100 epochs	After 200 epochs

Reference

1. "Generative Adversarial Networks": https://arxiv.org/pdf/1406.2661.pdf
2. Tutorial for coding: https://github.com/udacity/deep-learning-v2-pytorch/tree/master/gan-mnist