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Raspberry Pi Image Processing Programming - With NumPy, SciPy, Matplotlib, and OpenCV (Paperback, 2nd ed.)
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Raspberry Pi Image Processing Programming - With NumPy, SciPy, Matplotlib, and OpenCV (Paperback, 2nd ed.)
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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
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