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Raspberry Pi Computer Vision Programming

Raspberry Pi Computer Vision Programming

By : Ashwin Pajankar
3.8 (4)
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Raspberry Pi Computer Vision Programming

Raspberry Pi Computer Vision Programming

3.8 (4)
By: Ashwin Pajankar

Overview of this book

Raspberry Pi is one of the popular single-board computers of our generation. All the major image processing and computer vision algorithms and operations can be implemented easily with OpenCV on Raspberry Pi. This updated second edition is packed with cutting-edge examples and new topics, and covers the latest versions of key technologies such as Python 3, Raspberry Pi, and OpenCV. This book will equip you with the skills required to successfully design and implement your own OpenCV, Raspberry Pi, and Python-based computer vision projects. At the start, you'll learn the basics of Python 3, and the fundamentals of single-board computers and NumPy. Next, you'll discover how to install OpenCV 4 for Python 3 on Raspberry Pi, before covering major techniques and algorithms in image processing, manipulation, and computer vision. By working through the steps in each chapter, you'll understand essential OpenCV features. Later sections will take you through creating graphical user interface (GUI) apps with GPIO and OpenCV. You'll also learn to use the new computer vision library, Mahotas, to perform various image processing operations. Finally, you'll explore the Jupyter Notebook and how to set up a Windows computer and Ubuntu for computer vision. By the end of this book, you'll be able to confidently build and deploy computer vision apps.
Table of Contents (15 chapters)
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OSes for Raspberry Pi

Many OSes have tailored distributions of OSes for Raspberry Pi boards. However, the early board models do not support all OSes. The latest model board, Raspberry Pi 4B, supports all the OSes mentioned at https://www.raspberrypi.org/downloads/.

The Raspbian OS supports all the models of the Raspberry Pi board, and it is the most recommended OS for beginners. We are going to demonstrate how to install this in the next section.

Raspbian is a free OS based on Debian, which is a popular distribution of Linux. Raspbian is optimized to Raspberry Pi hardware. You can find more information about the Raspbian project on its home page (http://raspbian.org/).

Note

Raspbian's home page mentions that it is not affiliated with the Raspberry Pi Foundation and is managed by fans of the Raspberry Pi and Debian projects.

The Raspbian web page provides a list of recommended Raspbian images at http://raspbian.org/RaspbianImages. An OS image is a file that can be written onto an SD card, and this SD card can then be used to boot the Raspberry Pi board. This is the easiest way of getting started with RPi; we will try to use it from now on. The image provided on the RPi Foundation's download page is the one most recommended by Raspbian. We will learn how to use this image to get started with RPi in the next section.

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