The evolution of image classification explained

In this blog post, we will talk about the evolution of image classification from a high-level perspective. The goal here is to try to understand the key changes that were brought along the years, and why they succeeded in solving our problems. Recent research in deep learning has been largely inspired by the way our brain works. When you think of it, it is fascinating to know that with a given input, our brain processes features that say let us know of the world that surrounds us. As a result, architectures are crucial for us, not only because many challenges rely on the tasks we can perform with them.