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Mastering OpenCV 4 with Python

You're reading from   Mastering OpenCV 4 with Python A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789344912
Length 532 pages
Edition 1st Edition
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Author (1):
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Alberto Fernández Villán Alberto Fernández Villán
Author Profile Icon Alberto Fernández Villán
Alberto Fernández Villán
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Table of Contents (20) Chapters Close

Preface 1. Section 1: Introduction to OpenCV 4 and Python
2. Setting Up OpenCV FREE CHAPTER 3. Image Basics in OpenCV 4. Handling Files and Images 5. Constructing Basic Shapes in OpenCV 6. Section 2: Image Processing in OpenCV
7. Image Processing Techniques 8. Constructing and Building Histograms 9. Thresholding Techniques 10. Contour Detection, Filtering, and Drawing 11. Augmented Reality 12. Section 3: Machine Learning and Deep Learning in OpenCV
13. Machine Learning with OpenCV 14. Face Detection, Tracking, and Recognition 15. Introduction to Deep Learning 16. Section 4: Mobile and Web Computer Vision
17. Mobile and Web Computer Vision with Python and OpenCV 18. Assessments 19. Other Books You May Enjoy

Augmented Reality

Augmented reality is one of the hottest trends at present. The concept of augmented reality can be defined as an improved version of reality, where the view of the real world is enhanced with superimposed computer-generated elements (for example, images, videos, or 3D models, among others). In order to overlay and integrate digital information—augmenting reality, different types of techniques can be used, mainly location-based and recognition-based approaches.

In this chapter, we will cover the main concepts related to augmented reality and we will also code some interesting applications in order to see the potential of this technology. In this chapter, you will learn how to build your first augmented reality applications. At the end of this chapter, you will have the knowledge to create your augmented reality applications using OpenCV.

The main sections...

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