OpenCV is a cross-platform open-source software library for computer vision and machine learning. It provides a wide range of programming features, including but not limited to image processing, video analysis, feature detection, and machine learning. The library is widely used in academic research and commercial projects, favored by developers for its powerful capabilities and flexibility.