Hands-On Image Generation with TensorFlow

Preface

Any sufficiently advanced technology is indistinguishable from magic.

– Arthur C. Clarke

This phrase best describes image generation using artificial intelligence (AI). The field of deep learning—a subset of artificial intelligence—has been developing rapidly in the last decade. Now we can generate artificial but faces that are indistinguishable from real people's faces, and to generate realistic paintings from simple brush strokes. Most of these abilities are owed to a type of deep neural network known as a generative adversarial network (GAN). With this hands-on book, you'll not only develop image generation skills but also gain a solid understanding of the underlying principles.

The book starts with an introduction to the fundamentals ...