Augmentor
lastmod 2026-11-10created 2022-03-152 edits
Augmentor is a Python image augmentation library for expanding image data used to train machine learning models. You stack operations such as rotation, flipping, zooming, distortion, and brightness changes into a pipeline, each with its own probability of being applied, and then either generate a specified number of transformed images from a source folder or pass them directly to a Keras or PyTorch generator. It can also process segmentation masks together with the originals, applying the same transformations.
Image augmentation library in Python for machine learning.