albumentations-team / albumentations

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

Date Created 2018-06-06 (6 years ago)

Commits 1,283 (last one 16 hours ago)

Stargazers 14,778 (23 this week)

Watchers 126 (0 this week)

Forks 1,677

License mit

Ranking

RepositoryStats indexes 635,689 repositories, of these albumentations-team/albumentations is ranked #2,447 (99th percentile) for total stargazers, and #13,376 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #378/130,103.

albumentations-team/albumentations is also tagged with popular topics, for these it's ranked: python (#228/23516), deep-learning (#104/8832), machine-learning (#118/8439), object-detection (#9/1232), image-processing (#9/1178), segmentation (#2/677), detection (#4/472), image-classification (#6/421), image-segmentation (#2/217)

Other Information

albumentations-team/albumentations has 2 open pull requests on Github, 1,004 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 236 open issues and 1,000 closed issues.

There have been 48 releases, the latest one was published on 2025-02-28 (about a month ago) with the name Albumentations 2.0.5 Release Notes.

Homepage URL: https://albumentations.ai

All Topics

python detection augmentation segmentation deep-learning image-processing machine-learning object-detection fast-augmentations image-augmentation image-segmentation image-classification

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585 commits on the default branch (main) since jan '22

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updated: 2025-04-06 @ 07:11am, id: 136265021 / R_kgDOCB89PQ