albumentations-team

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10 repositories

albumentations
Public
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
python machine-learning deep-learning detection image-processing image-classification segmentation object-detection image-segmentation image-augmentation
Python
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MIT License
•1.6k•14k•167•0•Updated Nov 18, 2024Nov 18, 2024
albumentations.ai
Public
Static site generator for albumentations.ai
TypeScript
•18•8•10•0•Updated Nov 18, 2024Nov 18, 2024
albumentations_examples
Public
Augmentations usage examples for albumentations library
Python
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MIT License
•101•423•6•0•Updated Nov 8, 2024Nov 8, 2024
benchmark
Public
Python
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MIT License
•1•2•4•1•Updated Nov 2, 2024Nov 2, 2024
albucore
Public
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.
python opencv machine-learning automation computer-vision deep-learning image-processing efficiency artificial-intelligence neural-networks
Python
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MIT License
•3•12•0•0•Updated Nov 1, 2024Nov 1, 2024
albumentations_stats
Public
Stats for the repo
CSS
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MIT License
•1•0•0•0•Updated Apr 23, 2024Apr 23, 2024
albumentations-demo
Public
Python
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MIT License
•8•22•0•0•Updated Apr 14, 2024Apr 14, 2024
autoalbument-benchmarks
Public
Benchmarks for AutoAlbument - AutoML for Image Augmentation
Python
•1•11•1•0•Updated Nov 5, 2023Nov 5, 2023
autoalbument
Public
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
machine-learning computer-vision deep-learning pytorch augmentation automated-machine-learning image-augmentation automl
Python
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MIT License
•20•203•26•1•Updated Sep 4, 2021Sep 4, 2021
albumentations_experimental
Public
Albumentations Experimental contains experimental functionality for the Albumentations library.
Python
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MIT License
•1•8•1•0•Updated Sep 3, 2021Sep 3, 2021