Rosebrock A. Deep Learning for Computer Vision with Python. Starter Bundle

PyImageSearch, 2017. — 332 p.This book isn't just for beginners — there's advanced content in here too. You'll discover how to train your own custom object detectors using deep learning. You'll build a custom framework that can be used to train very deep architectures on the challenging ImageNet dataset from scratch. I'll even show you my personal blueprint, that I use to determine which deep learning techniques to apply when confronted with a new problem. Best of all, these solutions and tactics can be directly applied to your current job and research.