Autoencoder-Demasking

This is a small notebook created to demonstrate the power of deep learning at predicting facial features under a mask. The notebook details how the network was created and trained on a small dataset featuring my face only

To-Do list

1. Expand dataset
2. Introduce better augmentation techniques
3. Modify the notebook to use TPU for training

Prelimiary results