AlbumentationsX is a next-generation image augmentation library for Python, designed to increase the quality of trained computer vision and deep learning models by generating new training samples from existing data. It provides high-performance implementations for tasks including object detection, image classification, segmentation, and medical imaging. The library supports both PyTorch and TensorFlow ecosystems.