Autoencoder - Digitalize MNIST Digits

I would recommend checking Francois Chollet's tutorial for Autoencoders.

What is different in this example, then?

I just used his Convolutional Autoencoder example by replacing the target data.

Therefore, this network is not compressing data but outputting the MNIST handwritten digits with a different style. That's a simple image to image translation.

New Digits

I draw these digits with an image manipulation program:


Training

After 50 epoch:



Some of the challenging ones:


See the project on GitHub.


  • Neural Networks
  • Deep Learning