frgfm / torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Date Created 2020-03-23 (4 years ago)

Commits 153 (last one 2 days ago)

Stargazers 1,896 (3 this week)

Watchers 11 (0 this week)

Forks 194

License apache-2.0

Ranking

RepositoryStats indexes 534,880 repositories, of these frgfm/torch-cam is ranked #25,688 (95th percentile) for total stargazers, and #185,249 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,825/103,597.

frgfm/torch-cam is also tagged with popular topics, for these it's ranked: python (#1,583/20457), deep-learning (#745/7826), pytorch (#451/5590), cnn (#30/506), interpretability (#12/145)

Other Information

frgfm/torch-cam has 2 open pull requests on Github, 152 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 4 open issues and 55 closed issues.

There have been 8 releases, the latest one was published on 2023-10-19 (8 months ago) with the name v0.4.0: Evaluation metrics and PyTorch 2.0.

Homepage URL: https://frgfm.github.io/torch-cam/

All Topics

cnn python gradcam pytorch grad-cam score-cam smoothgrad saliency-map deep-learning activation-maps interpretability gradcam-plus-plus class-activation-map interpretable-deep-learning

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

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updated: 2024-06-29 @ 07:36am, id: 249513553 / R_kgDODt9GUQ