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Raspberry Pi Computer Vision Programming. - Second Edition

You're reading from Raspberry Pi Computer Vision Programming. - Second Edition

Product type Book

Published in Jun 2020

Publisher Packt

ISBN-13 9781800207219

Pages 306 pages

Edition 2nd Edition

Languages

Concepts

Computer Vision

Author (1):

Ashwin Pajankar

Table of Contents (15) Chapters

Preface

1. Chapter 1: Introduction to Computer Vision and the Raspberry Pi

2. Chapter 2: Preparing the Raspberry Pi for Computer Vision

3. Chapter 3: Introduction to Python Programming

4. Chapter 4: Getting Started with Computer Vision

5. Chapter 5: Basics of Image Processing

6. Chapter 6: Colorspaces, Transformations, and Thresholding

7. Chapter 7: Let's Make Some Noise

8. Chapter 8: High-Pass Filters and Feature Detection

9. Chapter 9: Image Restoration, Segmentation, and Depth Maps

10. Chapter 10: Histograms, Contours, and Morphological Transformations

11. Chapter 11: Real-Life Applications of Computer Vision

12. Chapter 12: Working with Mahotas and Jupyter

13. Chapter 13: Appendix

14. Other Books You May Enjoy

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Chapter 11: Real-Life Applications of Computer Vision

In the previous chapter, we studied various advanced concepts in computer vision such as morphological operations and contours.

This chapter is the culmination of all the computer vision concepts we've learned and demonstrated in the earlier chapters. In this chapter, we will use the computer vision operation we learned about earlier in detail to implement a few real-life projects. We will also learn about a few new concepts such as background subtraction and the computation of optical flow and then demonstrate them for small applications. This chapter contains a lot of hands-on programming examples, as well as detailed explanations of the code and new functionality.

In this chapter, we will learn and demonstrate the code for the following topics:

Implementing the Max RGB filter
Implementing background subtraction
Computing the optical flow
Detecting and tracking motion
Detecting barcodes in images...

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Authors (1)

Ashwin Pajankar

Ashwin Pajankar is an author, a YouTuber, and an instructor. He graduated from the International Institute of Information Technology, Hyderabad, with an MTech in Computer Science and Engineering. He has been writing programs for over two and a half decades. He is proficient in Linux, Unix shell scripting, C, C++, Java, JavaScript, Python, PowerShell, Golang, HTML, and assembly language. He has worked on single-board computers such as Raspberry Pi and Banana Pro. He is also proficient with microcontroller boards such as Arduino and the BBC Micro:bit. He is currently self-employed and teaches on Udemy and YouTube. He also organizes programming boot camps for working professionals and software companies.

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