NumPy
NumPy is a fundamental Python library extensively used in numerical computing and data analysis. While not specifically designed for image processing, NumPy’s powerful array operations and mathematical functions make it invaluable in this domain. It enables efficient manipulation and processing of multidimensional arrays representing images. With NumPy, tasks such as loading, transforming, and analyzing image data become more manageable, forming a cornerstone in the Python ecosystem for image processing applications.
NumPy offers a several functionalities useful for image processing tasks, Some of them are as follows:
Python Image Processing Libraries
Python offers powerful libraries such as OpenCV, Pillow, scikit-image, and SimpleITK for image processing. They offer diverse functionalities including filtering, segmentation, and feature extraction, serving as foundational tools for a range of computer vision tasks.
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