Package profile
albumentations
- Summary: Fast, flexible, and advanced augmentation library for deep learning, computer vision, and medical imaging. Albumentations offers a wide range of transformations for both 2D (images, masks, bboxes, keypoints) and 3D (volumes, volumetric masks, keypoints) data, with optimized performance and seamless integration into ML workflows.
- Author: Vladimir Iglovikov
- Homepage: https://albumentations.ai
- Number of releases: 87
- First release: 0.0.3 on 2018-06-29
- Latest release: 2.0.8 on 2025-05-27
Releases
PyPI Downloads
Dependencies
Albumentations has 11 dependencies, 3 of which optional.| Dependency | Optional |
|---|---|
| albucore | false |
| eval-type-backport | false |
| numpy | false |
| opencv-python-headless | false |
| pydantic | false |
| PyYAML | false |
| scipy | false |
| typing-extensions | false |
| huggingface-hub | true |
| pillow | true |
| torch | true |