Preface

The aim of this book is to walk you through the process of efficiently training deep neural networks for computer vision using the most modern techniques. The course is designed to get you familiar with deep neural networks in order to be able to train them efficiently, customize existing state-of-the-art architectures, build real-world Java applications, and achieve great results in a short space of time. You will build real-world computer vision applications, ranging from simple Java handwritten digit recognition to real-time Java autonomous car driving systems and face recognition.

By the end of the book, you will have mastered the best practices and most modern techniques to facilitate the building of advanced computer vision Java applications and achieve production-grade accuracy.