Scikit Image
Scikit Image is an open-source Python library for image processing and computer vision tasks. It provides a collection of algorithms for image manipulation, segmentation, feature extraction, and analysis, built on top of NumPy and SciPy. It is designed to be easy to use and integrate with the broader scientific Python ecosystem, such as scikit-learn and matplotlib.
Developers should learn Scikit Image when working on projects involving image analysis, such as medical imaging, object detection, or photo editing tools, as it offers a wide range of pre-built functions that simplify complex operations. It is particularly useful for prototyping and research due to its simplicity and compatibility with other data science libraries, reducing the need for low-level coding in image processing.