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Alexey Spizhevoy - OpenCV 3 Computer Vision with Python Cookbook

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OpenCV 3 Computer Vision with Python Cookbook Leverage the power of OpenCV - photo 1
OpenCV 3 Computer Vision with Python Cookbook
Leverage the power of OpenCV 3 and Python to build computer vision applications
Alexey Spizhevoy
Aleksandr Rybnikov

BIRMINGHAM - MUMBAI OpenCV 3 Computer Vision with Python Cookbook Copyright - photo 2

BIRMINGHAM - MUMBAI
OpenCV 3 Computer Vision with Python Cookbook

Copyright 2018 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Commissioning Editor: Richa Tripathi
Acquisition Editor: Alok Dhuri
Content Development Editor: Rohit Kumar Singh
Technical Editor: Ketan Kamble
Copy Editor: Safis Editing
Project Coordinator: Vaidehi Sawant
Proofreader: Safis Editing
Indexer: Tejal Daruwale Soni
Graphics: Jason Monteiro
Production Coordinator: Aparna Bhagat

First published: March 2018

Production reference: 1200318

Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.

ISBN 978-1-78847-444-3

www.packtpub.com

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Contributors
About the authors

Alexey Spizhevoy has over 7 years of experience in computer vision R&D. He has worked for 5 years at Itseez, the main OpenCV contributor, before it was acquired by Intel. He has contributed to video stabilization and photo stitching modules into OpenCV library. He has successfully participated in numerous Computer Vision projects in such areas as 3D reconstruction, video conferencing, object detection and tracking, semantic segmentation, driving assistance, and others. He holds a master's degree in computer science, and he is currently pursuing PhD.

Aleksandr Rybnikov has over 5 years of experience in C++ programming, including 3 years in the Computer Vision (CV) domain. He worked at Itseez, a company that supported and developed OpenCV, and then at Intel. He enriched OpenCV's dnn module by adding support of another two Deep Learning (DL) frameworks and many features, along with improving the existing functionality. As an engineer, he participated in CV and DL projects such as iris recognition, object detection, semantic segmentation, 6-DOF pose estimation, and digital hologram reconstruction. He has a master's degree in physics.

Without the great teachers I had, this book wouldn't have been possible. So I want to express gratitude to my colleagues who guided and advised me on my path in Computer Vision. Writing a book, especially when you want to make it useful and practical, isn't simple in any way and takes a lot of time. Many thanks and love to my wife, Daria Tikhonova, who has supported me while working on the book.
About the reviewer

Joseph Howse lives in a Canadian fishing village with four cats; the cats like fish, but they prefer chicken.

Joseph provides computer vision expertise through his company, Nummist Media. He is a Packt author whose books include OpenCV for Secret Agents, OpenCV 3 Blueprints, Android Application Programming with OpenCV 3, iOS Application Development with OpenCV 3, Learning OpenCV 3 Computer Vision with Python, and Python Game Programming by Example.

I wish to congratulate this book's authors, who have contributed so much code and wisdom to the OpenCV community. I am also thankful to the whole team at Packt for our continued collaboration. As always, I dedicate my work to Sam, Jan, Bob, Bunny, and the cats.
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Preface

Computer Vision is a broad topic comprising a lot of different areas. If you want to start using Computer Vision algorithms in your projects, it may be ambiguous where the entry point is. Even if you're an experienced Computer Vision engineer, undoubtedly there are some technologies that you would want to explore in depth or get familiar with. In both cases, a practical approach works best. Only through applying methods to real problems, tuning existing methods to meet your requirements, and playing with samples can you fully understand the possibilities and limitations of any Computer Vision algorithm. This book is specifically designed to get your hands dirty with solving real computer vision tasks. Recipes in this book use OpenCVthe most popular, functionally rich, and widely used open source Computer Vision library. This book progresses from the simplest samples to the most complicated ones, so you will be able to find some useful and information which is easy to understand.

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