Introduction to Capsule Networks

In this blog post, I'll be introducing you to Capsule Networks (CapsNet), along with highlighting its significance in the domain of deep learning. Before diving into CapsNet, let's take a look at CNN's and their limitations, which CapsNet addressed. Convolutional neural networks (CNNs) are one of the reasons why deep learning has become so popular in recent years. CNN's were created to map image data to a variable output. They've proven to be so successful that they're now the method of choice for any form of prediction problem utilizing image data as an input.