Albumentations

Albumentations is a powerful and flexible computer vision tool designed to enhance the performance of deep convolutional neural networks. It is widely used in industry, research, competitions, and open-source projects. The tool provides a Python library that efficiently implements a wide range of image transformations optimized for performance. It offers a concise and powerful interface for various computer vision tasks, including object classification, segmentation, and detection. Albumentations supports different domains, such as photos, medical images, satellite imagery, and industrial applications. It seamlessly integrates with popular deep learning frameworks like PyTorch and Keras and is part of the PyTorch ecosystem. The tool is free and open source, and it is a member of the NVIDIA Inception program. It provides comprehensive documentation and is supported by a strong community.