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 161 (last one 11 days ago)

Stargazers 2,069 (7 this week)

Watchers 12 (0 this week)

Forks 211

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these frgfm/torch-cam is ranked #24,955 (96th percentile) for total stargazers, and #178,842 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,840/119,431.

frgfm/torch-cam is also tagged with popular topics, for these it's ranked: python (#1,587/22324), deep-learning (#736/8512), pytorch (#455/6025), cnn (#31/556), interpretability (#11/169)

Other Information

frgfm/torch-cam has 5 open pull requests on Github, 160 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 5 open issues and 55 closed issues.

There have been 8 releases, the latest one was published on 2023-10-19 (about a year 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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69 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: 2024-12-21 @ 12:32pm, id: 249513553 / R_kgDODt9GUQ