Hands-On Generative Adversarial Networks with Keras

Foreword

I have known and worked with Rafael for about two years. Rafael is an expert in machine learning and deep learning in various tasks, and is particularly well known for his work in speech synthesis. In this book, Rafael will take you into a new world full of interesting things a Deep Neural Network (DNN) can do.

For those who are not familiar with DNNs, this book explains the basics and helps you set up the environment to train your first neural network. It then goes on to introduce a very popular class of DNNs, called Generative Adversarial Networks (GANs). This book goes through the principal ideas behind GANs, how to train and evaluate your first GANs, and the problems you might encounter while training them. To improve your results ...