Albumentations
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About
Albumentations is a computer vision tool designed to boost the performance of deep convolutional neural networks. It provides a library of over 100 optimized transforms for images, masks, bounding boxes, keypoints & 3D data, making it versatile for applications in medical, satellite, self-driving, and other fields. The tool offers an API similar to torchvision, enabling easy integration with PyTorch, TensorFlow, and other frameworks. It's widely adopted in research, competitions, and commercial applications.
Platform
Task
Features
• effortless integration
• framework agnostic
• performance focused
• task agnostic
• versatile transforms
• proven & trusted
• unmatched versatility
• fast & performant
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