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Albumentations
Albumentations is the fastest and most feature-rich Python library for image augmentation.
- Authority
- 51 reach 6 · trust 5 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://albumentations.ai/llms.txt
- llms-full.txt
- https://albumentations.ai/llms-full.txt
- Sections
- 8
- Links
- 494
- Size
- 55131 bytes
- Popularity rank
- #608244
- Categories
- Developer tools
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-19T10:44:19.624Z
- Last checked
- 2026-10-21T09:44:33.017Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T09:44:30.130Z. Cached copy · Source on albumentations.ai
# Albumentations
> Albumentations is the fastest and most feature-rich Python library for image augmentation.
> Used by 50,000+ ML practitioners and integrated into major frameworks (PyTorch, TensorFlow, Keras).
> Actively maintained as AlbumentationsX under AGPL-3.0-only; also available under a commercial license for proprietary software within an agreed scope.
## Optional
- [llms-full.txt](https://albumentations.ai/llms-full.txt): Full content for LLMs
## Key pages
- [Documentation](https://albumentations.ai/docs): Full documentation
- [Commercial Licensing](https://albumentations.ai/pricing): Coverage and quote requests for AlbumentationsX; email [vladimir@albumentations.ai](mailto:vladimir@albumentations.ai)
- [License Options](https://albumentations.ai/docs/license): AGPL-3.0-only, commercial rights, and usage examples
- [API Reference](https://albumentations.ai/docs/api-reference): All transforms
- [Transforms & Targets](https://albumentations.ai/docs/reference/supported-targets-by-transform): Which transforms support images, masks, bboxes, keypoints, 3D
- [Benchmarks](https://albumentations.ai/docs/benchmarks): Performance comparisons
- [Release Notes](https://albumentations.ai/docs/releases): Version history and changelogs
- [Blog](https://albumentations.ai/blog): Tutorials and release notes
- [GitHub](https://github.com/albumentations-team/AlbumentationsX): Source code
- [PyPI](https://pypi.org/project/albumentationsx/): Package on PyPI
## Product and Project Pages
- [AlbumentationsX: fast image augmentation | Albumentations](https://albumentations.ai/)
- [Explore AlbumentationsX Transforms in the Browser](https://albumentations.ai/explore/)
- [Data Labeling Workspace for Computer Vision Images](https://albumentations.ai/label/)
- [AlbumentationsX Commercial Licensing & Pricing](https://albumentations.ai/pricing/)
- [Albumentations Products for Computer Vision Teams](https://albumentations.ai/products/)
- [Data Labeling for Albumentations Computer Vision Workflows](https://albumentations.ai/products/data-labeling/)
- [Model Training for Albumentations Computer Vision Workflows](https://albumentations.ai/products/model-training/)
- [Deploy Computer Vision Models with Albumentations Workflows](https://albumentations.ai/products/deploy/)
- [Albumentations Adoption by Industry and Source](https://albumentations.ai/adoption/)
- [Competition Solutions Using Albumentations](https://albumentations.ai/adoption/competitions/)
- [Albumentations on GitHub](https://albumentations.ai/adoption/github/)
- [Albumentations in research papers](https://albumentations.ai/adoption/papers/)
- [Albumentations on Hugging Face](https://albumentations.ai/adoption/huggingface/)
- [Agriculture and food](https://albumentations.ai/adoption/verticals/agriculture-food/)
- [Autonomous mobility](https://albumentations.ai/adoption/verticals/autonomous-mobility/)
- [Documents and OCR](https://albumentations.ai/adoption/verticals/documents-ocr/)
- [Drones and UAVs](ht
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