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Computer Vision Libraries

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TensorFlow

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An open source framework developed by the Google Brain team. Features include automatic differentiation, robust support for deep learning models, and deployment on various platforms.

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scikit-image

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A collection of algorithms for image processing in Python. Features include image manipulation, morphology, segmentation, and feature detection.

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Pillow

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A Python Imaging Library (PIL) fork that adds image processing capabilities to your Python interpreter. Common uses include opening, manipulating, and saving image files.

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PyTorch

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An open source machine learning library based on the Torch library. Known for dynamic computation graph, ease of use, and strong GPU acceleration.

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SimpleCV

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An open source framework for building computer vision applications. It provides access to several high-level functions for building computer vision applications with ease.

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OpenCV

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Open source computer vision and machine learning software library. Common uses include real-time image processing, feature detection, and object recognition.

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Dlib

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A modern C++ toolkit that contains machine learning algorithms and tools for creating complex software to solve real-world problems. Common uses include facial feature detection and recognition.

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MATLAB Image Processing Toolbox

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A toolkit in MATLAB offering algorithms and functions for image processing, analysis, visualization, and algorithm development.

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