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 928 (last one 4 days ago)

Stargazers 13,695 (20 this week)

Watchers 129 (0 this week)

Forks 1,606

License mit

Ranking

RepositoryStats indexes 535,551 repositories, of these albumentations-team/albumentations is ranked #2,368 (99th percentile) for total stargazers, and #12,719 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #334/103,734.

albumentations-team/albumentations is also tagged with popular topics, for these it's ranked: python (#212/20472), deep-learning (#102/7833), machine-learning (#116/7379), object-detection (#9/1085), image-processing (#8/1009), segmentation (#2/580), detection (#4/425), image-classification (#6/367), image-segmentation (#2/184)

Other Information

albumentations-team/albumentations has 27 open pull requests on Github, 651 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 363 open issues and 588 closed issues.

There have been 28 releases, the latest one was published on 2024-06-19 (13 days ago) with the name Hotfix release with fixes for RandomGauss.

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

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The primary language is Python but there's also others...

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updated: 2024-07-02 @ 06:42pm, id: 136265021 / R_kgDOCB89PQ