joshpc / GlyphGAN-MNIST

A simple implementation of GlyphGAN

GlyphGAN-MNIST

Experiments with machine learning. This particular project implements the GlyphGAN paper, but using a different dataset (MNIST instead of their selected fonts.)

Setup

Disclaimer: Mileage may vary. This was an afterthought! Sorry.

• Requires Python 3, Jupyter
• Requires: pytorch, imageio, torchvision, matplotlib.

Running / Training

• Run jupyter notebook, open GlyphGAN
• Run through all blocks until training. Optionally run training. Run visualization.
• No real practical use yet, just experimenting.

Acknowledgements / Inspiration

• Many code snippets are taken from the CS231N assignments: http://cs231n.github.io/