Albumentations
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About
Albumentations is a Python library for image augmentations designed to boost the performance of deep convolutional neural networks. It is widely used in industry, deep learning research, machine learning competitions, and open source projects. It offers optimized performance, a rich variety of transform operations, and supports major computer vision tasks. Seamless integration with PyTorch, TensorFlow, and other frameworks. It is up to 10x faster than other libraries and easy to use with a simple API and comprehensive documentation. It supports classification, segmentation, detection, and more tasks.
Platform
Features
• seamless integration with pytorch, tensorflow, and other frameworks
• support for all major computer vision tasks
• rich variety of transform operations
• optimized performance for production environments
• easy to use: simple, intuitive api with comprehensive documentation and examples
• versatile: supports classification, segmentation, detection, and more tasks out of the box
• lightning fast: up to 10x faster than other libraries.
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