Building a simple Generative Adversarial Network (GAN) using Keras

In this post, we will learn to develop a Generative Adversarial Network (GAN) for generating realistic manga or anime characters. I've always been amazed by vivid animations, especially Manga and their bold looks and strokes. Wouldn't it be awesome to be able to draw a few ourselves, to experience the thrill of creating them with the help of a self-developed Neural Network?! The best way to master a skill is to practice and improvise it until you're satisfied with yourself and your efforts. For a machine or a neural network, the best output it can generate is the one that matches human-generated outputs--or even fool a human to believe that a human actually produced the output.