Book Image

Qt 5 and OpenCV 4 Computer Vision Projects

By : Zhuo Qingliang
4 (1)
Book Image

Qt 5 and OpenCV 4 Computer Vision Projects

4 (1)
By: Zhuo Qingliang

Overview of this book

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.
Table of Contents (11 chapters)

To get the most out of this book

In order to achieve the overall outcome of this book, the following are the prerequisites:

  • You need to have some basic knowledge of C++ and C programming languages.
  • You need to have Qt v5.0 or above installed.
  • You need to have a webcam attached to your computer.
  • Many libraries, such as OpenCV and Tesseract, are also required. The instructions to install them are included in the chapter in which each library is first used.
  • A knowledge of deep learning and heterogeneous computing will be an advantage in helping to understand some chapters.

Download the example code files

You can download the example code files for this book from your account at www.packt.com. If you purchased this book elsewhere, you can visit www.packt.com/support and register to have the files emailed directly to you.

You can download the code files by following these steps:

  1. Log in or register at www.packt.com.
  2. Select the SUPPORT tab.
  3. Click on Code Downloads & Errata.
  4. Enter the name of the book in the Search box and follow the onscreen instructions.

Once the file is downloaded, please make sure that you unzip or extract the folder using the latest version of:

  • WinRAR/7-Zip for Windows
  • Zipeg/iZip/UnRarX for Mac
  • 7-Zip/PeaZip for Linux

The code bundle for the book is also hosted on GitHub at https://github.com/PacktPublishing/Qt-5-and-OpenCV-4-Computer-Vision-Projects. In case there's an update to the code, it will be updated on the existing GitHub repository.

We also have other code bundles from our rich catalog of books and videos available at https://github.com/PacktPublishing/. Check them out!

Download the color images

Code in Action

Conventions used

There are a number of text conventions used throughout this book.

CodeInText: Indicates code words in text, class or type names. Here is an example: "The Qt project file, ImageViewer.pro, should be renamed ImageEditor.pro. You can do this in your file manager or in a Terminal."

A block of code is set as follows:

         QMenu *editMenu;
QToolBar *editToolBar;
QAction *blurAction;

When we wish to draw your attention to a particular part of a code block, a comment will be appended to end of the lines:

         // for editting
void blurImage();

Any command-line input or output is written as follows:

    $ mkdir Chapter-02
$ cp -r Chapter-01/ImageViewer/ Chapter-02/ImageEditor
$ ls Chapter-02
ImageEditor
$ cd Chapter-02/ImageEditor
$ make clean
$ rm -f ImageViewer

The $ symbol is the shell prompt, and the text after it is a command. The lines that don't start with a $ are the output of the preceding command.

Warnings or important notes appear like this.
Tips and tricks appear like this.