kitio.aiAdded Oct 28, 2026
Albumentations
FreemiumFast open-source image augmentation library for computer vision
What is Albumentations?
Albumentations is a Python library for building fast image augmentation pipelines that transform images along with masks, bounding boxes, keypoints and 3D data. Machine learning engineers and researchers use it to train more robust computer vision models.
AlbumentationsX is the actively developed version, installed with pip and released under AGPL-3.0, with commercial licenses for companies that cannot use AGPL. Pipelines are reproducible and keep annotations aligned as images are flipped, cropped, color-shifted or distorted.
The library is used in tens of thousands of public GitHub repositories, thousands of research papers and many winning AI competition solutions, across fields like medical imaging, Earth observation, autonomous driving, agriculture and OCR.
Features
- Image augmentation pipelines
- Masks, boxes and keypoints support
- 3D data augmentation
- Reproducible transforms
- Commercial license option
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Releases
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Organization
Albumentations
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Freemium
- Paid options from
- Not listed
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Pros and cons
Pros
- Widely adopted in research and industry
- Fast and well documented
- Handles annotations correctly
Cons
- AGPL license limits closed-source use
- Commercial license price not public
- Requires Python and ML knowledge
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Q&A
What is Albumentations?
Albumentations is a Python library for building fast image augmentation pipelines that transform images along with masks, bounding boxes, keypoints and 3D data. Machine learning engineers and researchers use it to train more robust computer vision models.
Can I use Albumentations in a commercial product?
The public AlbumentationsX repository is AGPL-3.0, so closed-source commercial use needs a commercial license from the team.
What is AlbumentationsX?
It is the actively developed library in the Albumentations ecosystem, installed with pip install albumentationsx.
How much does Albumentations cost?
Albumentations is freemium.
Is there a free version of Albumentations?
Yes. Albumentations has a free plan, and paid plans add more usage and features.
What are the main features of Albumentations?
Image augmentation pipelines, Masks, boxes and keypoints support, 3D data augmentation, Reproducible transforms, Commercial license option.
Who makes Albumentations?
Albumentations is made by Albumentations.
What are the best alternatives to Albumentations?
Popular alternatives include Crawl4AI, CEBRA, Vanna AI.