Albumentations

Albumentations, a highly versatile and potent computer vision AI tool, excels at augmenting deep convolutional neural networks to boost their performance. This tool finds widespread use across various sectors, including industry, research, competitions, and open-source projects. By offering a Python library that efficiently implements an extensive array of image transformations optimized for performance, Albumentations provides computer vision practitioners with a concise and robust interface for tackling tasks like object classification, segmentation, and detection. Moreover, it effortlessly integrates with prominent deep learning frameworks like PyTorch and Keras, seamlessly merging into the PyTorch ecosystem. As a free and open-source solution, Albumentations is a proud contributor to the NVIDIA Inception program, complemented by comprehensive documentation and a thriving community.