This repo gives an implementation of a VAE, which was trained to reconstruct MNIST digits. This notebook is based on a submission for the Deep Learning course of my MSc in AI.
A summary of the parts of the notebook are as follows
- Implementation of VAE
- Training of VAE on MNIST
- Low dimensional visualisation of latent representations
- Visualising the interpolation between digits in the latent space