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Qt 5 and OpenCV 4 Computer Vision Projects

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

By Zhuo Qingliang
$29.99 $20.98
Book Jun 2019 348 pages 1st Edition
eBook
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Print
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eBook
$29.99 $20.98
Print
$43.99
Subscription
$15.99 Monthly

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Product Details


Publication date : Jun 21, 2019
Length 348 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781789532586
Category :
toc View table of contents toc Preview Book toc Download Code

Key benefits

  • 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

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. You’ll be able to progressively build on your skills by working on projects of increasing complexity. You’ll 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, you’ll explore the complex motion analysis and facial landmark detection algorithms, which you can use to build security and face detection applications. Finally, you’ll 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)

What do you get with eBook?

Feature icon Instant access to your Digital eBook purchase
Feature icon Download this book in EPUB and PDF formats
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details


Publication date : Jun 21, 2019
Length 348 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781789532586
Category :

Table of Contents

11 Chapters
Preface Packt Packt
Building an Image Viewer Packt Packt
Editing Images Like a Pro Packt Packt
Home Security Applications Packt Packt
Fun with Faces Packt Packt
Optical Character Recognition Packt Packt
Object Detection in Real Time Packt Packt
Real-Time Car Detection and Distance Measurement Packt Packt
Using OpenGL for the High-Speed Filtering of Images Packt Packt
Assessments Packt Packt
Other Books You May Enjoy Packt Packt

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