Albumentations
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About
Albumentations is a leading computer vision library designed to enhance the performance of deep neural networks by providing highly optimized, benchmark-proven image augmentations. It offers over 100 transforms for various data types including images, masks, bounding boxes, and keypoints, making it incredibly versatile for applications in medical imaging, satellite imagery, and self-driving cars. The library boasts fast performance with minimal overhead, crucial for training large models, and integrates effortlessly with popular frameworks like PyTorch, TensorFlow, and Keras using standard NumPy arrays. It's framework-agnostic, extensible for custom augmentations, and supports easy serialization of pipelines for reproducibility. Widely adopted in research, machine learning competitions like Kaggle, and commercial applications by major companies, Albumentations helps users do more with less data.
Platform
Task
Features
• extensible for creating custom augmentations or pipelines
• performance focused with highly optimized code for minimal overhead
• task agnostic handling of images, segmentation masks, bounding boxes, and keypoints
• versatile transforms including pixel-level and spatial adjustments
• proven & trusted in research, competitions, and commercial applications
• effortless integration with pytorch, tensorflow, and other frameworks
• unmatched versatility with >100 transforms for images, masks, bounding boxes, keypoints & 3d
• fast & performant augmentations to boost model accuracy
FAQs
When do I need a commercial license?
You need a commercial license if you want to use AlbumentationsX in proprietary software, commercial products, or any application where you cannot or do not want to open-source your code under AGPL-3.0.
Can I use AlbumentationsX in my MIT/Apache/BSD licensed project?
No. AGPL-3.0 is not compatible with permissive licenses like MIT, Apache, or BSD. If your project uses any license other than AGPL-3.0, you'll need a commercial license. The AGPL requires that any software using it must also be released under AGPL.
What is AGPL-3.0?
AGPL-3.0 is a copyleft license that requires you to open-source your entire project under AGPL if you use AlbumentationsX. This includes making your source code available to users of your software, even if it's a web service. It's one of the most restrictive open-source licenses.
Can I try before buying?
Yes! You can use the AGPL version to evaluate AlbumentationsX. Just remember to purchase a commercial license before deploying in proprietary applications.
How do I get a commercial license?
Simply click the "Get Commercial License" button above and fill out the contact form. I'll get back to you with licensing details.
Pricing Plans
Commercial License
Unknown Price• For proprietary software
• Use in proprietary software
• Keep your code private
• Deploy in production
• No open-source requirements
• Commercial use rights
Open Source
Free Plan• AGPL-3.0 License
• Use in AGPL-3.0 licensed projects
• Full access to all features
• Must open-source your code under AGPL
• All derivatives must use AGPL-3.0
• Cannot use in MIT/Apache/BSD projects
• No proprietary use
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