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Albumentations

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About

Albumentations is a Python library designed for fast and flexible image augmentations, enhancing the performance of deep convolutional neural networks. It supports various computer vision tasks such as object classification, segmentation, and detection, making it suitable for users from diverse industries including Hugging Face, Sony, and Google Research. The library efficiently implements a variety of image transformation operations that are optimized for performance and provides a powerful interface. Albumentations is free and open-source, licensed under MIT, and integrates seamlessly with popular deep learning frameworks like PyTorch and Keras.

Platform
Web
Keywords
deep learningperformanceopen sourcecomputer visionimage augmentation
Task
image augmentation
Features

• free and open source

• optimized for performance

• supports various computer vision tasks

• rich variety of image transform operations

• wide industry usage

• seamless integration with deep learning frameworks

Pricing Plans
Free
Free Plan

• MIT licensed

• Open source

• Installation via pip

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