An Unsupervised Neural Image Compression Algorithm

A lot of research has gone into developing deep learning based image compression algorithms that are mostly large neural networks trained in a supervised fashion. They require input in a particular size and work on only specific images. But what if you could create your neural compression algorithm that is unsupervised, can work with any image size and for arbitrary images? In this article, we develop just that!