imgaug is a library for image augmentation in machine learning experiments. It supports a wide range of augmentation techniques, allows to easily combine these, has a simple yet powerful stochastic interface, can augment images and keypoints/landmarks on these and offers augmentation in background processes for improved performance.

Heavy augmentations

Example augmentations of a single input image.

See Module Index for API.

Indices and tables