Images can be noisy, and you likely want to have this noise removed. Traditional noise removal filters can be used for this purpose, but they're not data-specific - and hence may remove more noise ...
This project explores autoencoders, a class of neural networks used for unsupervised learning. Specifically, we focus on using autoencoders to remove noise from images and restore corrupted images. We ...