A Layman's Guide to Deep Convolutional Neural Networks

This post is a part of a medium based'A Layman's guide to Deep Learning' series that I plan to publish in an incremental fashion. The target audience is beginners with basic programming skills; preferably Python. This post assumes you have a basic understanding of Deep Neural Networks a.k.a. A detailed post covering this has been published in the previous post -- A Layman's guide to Deep Neural Networks. Reading the previous post is highly recommended for a better understanding of this post. 'Computer Vision' as a field has evolved to new heights with the advent of deep learning.