Alexia Jolicoeur-Martineau Data scientist, Statistician or Computer scientist (Pick one) I experimented with generating faces of cats using Generative adversarial networks (GAN). I wanted to try DCGAN, WGAN and WGAN-GP in low and higher resolutions. I used the CAT dataset (yes this is a real thing!) for my training sample. This dataset has 10k pictures of cats. I centered the images on the kitty f
![Meow Generator](https://cdn-ak-scissors.b.st-hatena.com/image/square/cca859ce670291b367ec531b88c61ce6427f021a/height=288;version=1;width=512/https%3A%2F%2Fajolicoeur.ca%2Fwp-content%2Fuploads%2F2017%2F07%2Ffake_samples_epoch031.png)