Autoalbument

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

Categories > Machine Learning > Augmentation

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License

mit

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Most Recent Commit

3 years ago

Programming Language

Python

Total Releases

Latest Release

February 21, 2021

Categories

Programming Languages > Python

Machine Learning > Deep Learning

Machine Learning > Machine Learning

Machine Learning > Pytorch

Data Processing > Dataset

Data Processing > Pipeline

Machine Learning > Computer Vision

Machine Learning > Segmentation

Machine Learning > Augmentation

Machine Learning > Automl

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Alternatives To Autoalbument

Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Fast Autoaugment	1,358	3 years ago			22	mit	Python
Official Implementation of 'Fast AutoAugment' in PyTorch.
Vega	790	a year ago	16	September 29, 2022	43	other	Python
AutoML tools chain
Pba	400	4 years ago			9	apache-2.0	Jupyter Notebook
Efficient Learning of Augmentation Policy Schedules
Autoalbument	89	3 years ago	10	February 21, 2021	3	mit	Python
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

Alternatives To Autoalbument

Select To Compare

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

most recent commit 3 years ago

Vega ⭐ 790

AutoML tools chain

total releases 16most recent commit a year ago

Pba ⭐ 400

Efficient Learning of Augmentation Policy Schedules

most recent commit 4 years ago

Autoalbument ⭐ 89

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

total releases 10most recent commit 3 years ago

Suggest An Alternative To autoalbument

Alternative Project Comparisons

Autoalbument vs Fast Autoaugment

Autoalbument vs Vega

Autoalbument vs Pba

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