Details zum E-Book

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

Zhuo Qingliang

E-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.
  • 1. Building an Image Viewer: How to build a proper image viewer with all standard capabilities
  • 2. Editing Images Like A Pro: How to modify images filters, transformation and many more
  • 3. Home Security Application: How to use motion analysis
  • 4. Fun with Faces: How to detect and use faces and facial landmarks in real-time
  • 5. Optical Character Recognition: How to extract text from images and scanned documents
  • 6. Object Detection in Realtime: Using trained models and classifiers
  • 7. Real-time car detection and distance measurement
  • 8. Using OpenGL for high speed filtering of images
  • 9. Appendix
  • Titel: Qt 5 and OpenCV 4 Computer Vision Projects. Get up to speed with cross-platform computer vision app development by building seven practical projects
  • Autor: Zhuo Qingliang
  • Originaler Titel: Qt 5 and OpenCV 4 Computer Vision Projects. Get up to speed with cross-platform computer vision app development by building seven practical projects
  • ISBN: 9781789531831, 9781789531831
  • Veröffentlichungsdatum: 2019-06-21
  • Format: E-book
  • Artikelkennung: e_2aw1
  • Verleger: Packt Publishing