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 by
advanced operations in image processing. You'll then review image
processing with NumPy, and Matplotlib followed by 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 by 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 by 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
