Albumentations.AI ORG

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

A Python library for image augmentation that creates flipped, cropped, and color-shifted copies of your training photos so a machine learning model learns from more varied examples, supports classification, detection, segmentation, and pose estimation.

Augmentations usage examples for albumentations library

Next-generation Albumentations: dual-licensed for open-source and commercial use

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

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Benchmarks for AutoAlbument - AutoML for Image Augmentation

Albumentations Experimental contains experimental functionality for the Albumentations library.

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