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Zhuo Qingliang - Qt 5 and OpenCV 4 Computer Vision Projects: Get up to speed with cross-platform computer vision app development by building seven practical projects

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Qt 5 and OpenCV 4 Computer Vision Projects: Get up to speed with cross-platform computer vision app development by building seven practical projects: summary, description and annotation

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Create image processing, object detection and face recognition apps by leveraging the power of machine learning and deep learning with OpenCV 4 and Qt 5 Key Features Gain practical insights into code for all projects covered in this book Understand modern computer vision concepts such as character recognition, image processing and modification Learn to use a graphics processing unit (GPU) and its parallel processing power for filtering images quickly Book Description OpenCV and Qt have proven to be a winning combination for developing cross-platform computer vision applications. By leveraging their power, you can create robust applications with both an intuitive graphical user interface (GUI) and high-performance capabilities. This book will help you learn through a variety of real-world projects on image processing, face and text recognition, object detection, and high-performance computing. Youll be able to progressively build on your skills by working on projects of increasing complexity. Youll begin by creating an image viewer application, building a user interface from scratch by adding menus, performing actions based on key-presses, and applying other functions. As you progress, the book will guide you through using OpenCV image processing and modification functions to edit an image with filters and transformation features. In addition to this, youll explore the complex motion analysis and facial landmark detection algorithms, which you can use to build security and face detection applications. Finally, youll learn to use pretrained deep learning models in OpenCV and GPUs to filter images quickly. By the end of this book, you will have learned how to effectively develop full-fledged computer vision applications with OpenCV and Qt. What you will learn Create an image viewer with all the basic requirements Construct an image editor to filter or transform images Develop a security app to detect movement and secure homes Build an app to detect facial landmarks and apply masks to faces Create an app to extract text from scanned documents and photos Train and use cascade classifiers and DL models for object detection Build an app to measure the distance between detected objects Implement high-speed image filters on GPU with Open Graphics Library (OpenGL) Who this book is for This book is for engineers and developers who are familiar with both Qt and OpenCV frameworks and are capable of creating simple projects using them, but want to build their skills to create professional-level projects using them. Familiarity with the C++ language is a must to follow the example source codes in this book.

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Qt 5 and OpenCV 4 Computer Vision Projects
Get up to speed with cross-platform computer vision app development by building seven practical projects
Zhuo Qingliang

BIRMINGHAM - MUMBAI Qt 5 and OpenCV 4 Computer Vision Projects Copyright 2019 - photo 2

BIRMINGHAM - MUMBAI
Qt 5 and OpenCV 4 Computer Vision Projects

Copyright 2019 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 author, 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: Sandeep Mishra
Content Development Editor: Digvijay Bagul
Senior Editor: Afshaan Khan
Technical Editor: Abin Sebastian
Copy Editor: Safis Editing
Project Coordinator: Carol Lewis
Proofreader: Safis Editing
Indexer: Rekha Nair
Production Designers: Aparna Bhagat, Alishon Mendonsa

First published: June 2019

Production reference: 1190619

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

ISBN 978-1-78953-258-6

www.packtpub.com


To the one who keeps me motivated.
To my wife and my son for their love, support, and inspiration.
And to the open source communities and the people who are working hard
to build a better world for all of us.
Zhuo Qingliang
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Contributors
About the author

Zhuo Qingliang (also known as KDr2 online) is presently working at Beijing Paoding Technology Co. Ltd., a start-up Fintech company in China that is dedicated to improving the financial industry by using artificial intelligence technologies. He has over 10 years experience in Linux, C, C++, Python, Perl, and Java development. He is interested in programming, doing consulting work, participating in and contributing to the open source community (of course, includes the Julia community).

I would like to thank my wife, Feng Xiaoyi, who gave me much encouragement and help while I was writing this book. I would also like to thank my boy, Zhuo Shi; he and his toys played an essential role in the videos of this book.
About the reviewer

Christian Stehno studied computer science, receiving his diploma from Oldenburg University, Germany. Since 2000 he worked in computer science, first as a researcher on theoretical computer science at Oldenburg University, later switching to embedded system design at OFFIS institute. In 2010, he started his own company, CoSynth, which develops embedded sensor and camera systems for industrial automation. In addition, he is a long-time member of the Irrlicht 3D engine developer team.

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Preface

We are entering the age of intelligence. Today, more and more digital devices and applications deliver features facilitated by artificial intelligence technology. Computer vision technology is an important part of artificial intelligence technology, while the OpenCV library is one of the most comprehensive and mature libraries for computer vision technology. OpenCV goes beyond traditional computer vision technology; it incorporates many other technologies, such as DNN, CUDA, OpenGL, and OpenCL, and is evolving into a more powerful library. But, at the same time, its GUI facility, which is not the main feature of the library, isn't evolving very much. Meanwhile, among the many GUI development libraries and frameworks, there is one that is the best at crossing platforms, has the best ease of use, and has the greatest widget diversitythe Qt library. The goal of this book is to combine OpenCV and Qt to develop fully-fledged applications providing many interesting features.

This book is a practical guide to the OpenCV library and GUI application development with Qt. We'll develop a complete application in each chapter. In each of those applications, a number of computer vision algorithms, Qt widgets, and other facilities will be covered, and a well-designed user interface with functional features will be created.

This book is the result of months of hard work, and it would not have been possible without the invaluable help of the Packt team and the technical reviewer.

Who this book is for

This book is designed for all those developers who want to know how to use the OpenCV library to process images and videos, for those who want to learn GUI development with Qt, for those who want to know how to use deep learning in the computer vision domain, and for those who are interested in developing fully-fledged computer vision applications.

What this book covers

, Building an Image Viewer, covers building our first application with Qt. We will build an image viewer, with which we can browse images in a folder. We'll also be able to zoom in or out of the image while viewing it.

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