dlmacedo / entropic-out-of-distribution-detection

A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.

Date Created 2019-08-16 (5 years ago)

Commits 50 (last one 2 years ago)

Stargazers 74 (0 this week)

Watchers 4 (0 this week)

Forks 10

License apache-2.0

Ranking

RepositoryStats indexes 598,732 repositories, of these dlmacedo/entropic-out-of-distribution-detection is ranked #362,366 (39th percentile) for total stargazers, and #378,444 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #68,622/120,199.

dlmacedo/entropic-out-of-distribution-detection is also tagged with popular topics, for these it's ranked: deep-learning (#5,897/8543), machine-learning (#5,584/8091), pytorch (#4,121/6032), anomaly-detection (#217/337)

Other Information

dlmacedo/entropic-out-of-distribution-detection has Github issues enabled, there is 1 open issue and 3 closed issues.

All Topics

ood osr pytorch open-set ai-safety deep-learning ood-detection trustworthy-ai machine-learning anomaly-detection novelty-detection out-of-distribution open-set-recognition robust-machine-learning trustworthy-machine-learning out-of-distribution-detection

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Recent Commit History

30 commits on the default branch (master) since jan '22

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

updated: 2024-08-09 @ 04:01pm, id: 202639523 / R_kgDODBQIow