ProGAN on Generating Digits from MNIST

While building and testing a progressive growing GAN, I was able to train the network with the MNIST dataset. The results looks good and the training visualization shows how Progressive Growing GAN uses multiple layers to increase the resolution as below:

Acknowledgement

• MNIST Dataset is from http://yann.lecun.com/exdb/mnist/
• Progressive Growing GAN is implemented using PyTorch.