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Raspberry Pi Computer Vision Programming
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The SciPy ecosystem is a collection of libraries for programming science, mathematics, and engineering functionalities. It has the following libraries as core components:
In this book, we will use all of these libraries except SymPy and pandas. In this section, we will have a look at the NumPy and Matplotlib libraries. We will learn the useful aspects of the other two libraries in the later chapters of this book.
NumPy is a fundamental package that can be used for numerical computation with Python. It is a matrix library for linear algebra. NumPy ndarrays can also be used as an efficient multi-dimensional container of generic data. Arbitrary data types can also be defined and used. NumPy is an extension of the Python programming language. It adds support for large multi-dimensional arrays and matrices, along with a large library of high-level mathematical functions...