Albumentations is a Python library providing a comprehensive set of image augmentation transforms for computer vision tasks including image classification, object detection, and semantic segmentation. It offers fast and flexible data augmentation commonly used in deep learning model training workflows, enabling practitioners to increase training dataset diversity through geometric and color-space transformations.