Albumentations
Click to visit website
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
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
adly.news
adly.news is a 100% free newsletter advertising marketplace connecting businesses with engaged newsletter audiences, offering automated payouts and secure payments.
View Details
Whisk AI Image Generator
Whisk AI Image Generator is a Google Labs-Powered Image Remix Platform that blends visual inputs (subject, scene, style) to create stunning 4K artwork quickly.
View Details
APIPASS
APIPASS is a unified marketplace for discovering, integrating, and managing thousands of APIs, providing developers with fast, reliable, and cost-effective access to leading AI models.
View Details
VO4 AI
VO4 AI is the best AI video maker that turns your ideas into stunning videos. Make professional videos from text or images with our smart AI technology.
View Details
VO4 AI
VO4 AI is a professional AI video generator studio utilizing the VO4 Model to create stunning, cinematic 1080p videos from text prompts or static images.
View Details
Voe 4
Voe 4 is an AI video generator offering lightning-fast text-to-video and image-to-video conversion, delivering high-resolution, professional 4K AI videos in seconds.
View Details
Modelfy 3D
Modelfy 3D is an Enterprise-Grade AI Image to 3D Model Generator that transforms any 2D image into professional 3D models with up to 300K polygons and PBR textures.
View Details
Questie.ai
Questie.ai is an advanced AI gaming companion that watches your actual gameplay in real-time and provides intelligent commentary through natural AI voice chat.
View Details