Convolutional Neural Networks: Basic Theory in a Nutshell

Why? Majority of the tutorials I've seen on convolutional neural networks either focus on providing a basic analogy or going straight into describing terminology. Therefore, I aim to start with an overview of the stages involved in CNN's (Convolution...