Raspberry Pi Image Processing Programming: With NumPy, SciPy, Matplotlib, and OpenCV
Author: Ashwin Pajankar
Publisher finelybook 出版社: Apress; 2nd edition (August 2, 2022)
Language 语言: English
Print Length 页数: 263 pages
ISBN-10: 1484282698
ISBN-13: 9781484282694
Book Description
Understand the concepts of image processing with Python 3 and create applications using Raspberry Pi 4. This book covers image processing with the latest release of Python 3, using Raspberry Pi OS and Raspberry Pi 4B with the 8 GB RAM model as the preferred computing platform.
This second edition begins with the installation of Raspberry Pi OS on the latest model of Raspberry Pi and then introduces Python programming language, IDEs for Python, and digital image processing. It also illustrates the theoretical foundations of Image processing followed Author: advanced operations in image processing. You’ll then review image processing with NumPy, and Matplotlib followed Author: transformations, interpolation, and measurements of images.
Different types of filters such as Kernels convolution filters, low pass filters, high pass filters, and Fourier filters are discussed in a clear, methodical manner. Additionally, the book examines various image processing techniques such as Morphology, Thresholding, and Segmentation, followed Author: a chapter on live webcam input with OpenCV, an image processing library with Python. The book concludes with an appendix covering a new library for image processing with Python, pgmagik, followed Author: a few important tips and tricks relevant to RPi.
What You’ll Learn
Get started with Raspberry Pi and Python
Understand Image Processing with Pillow
See how image processing is processed using Numpy and Matplotlib
Use Pi camera and webcam
Who This Book Is For
Raspberry Pi and IoT enthusiasts, and Python and Open Source professionals
