jacobgil / pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Date Created 2017-05-31 (7 years ago)

Commits 246 (last one 4 days ago)

Stargazers 10,811 (39 this week)

Watchers 45 (0 this week)

Forks 1,571

License mit

Ranking

RepositoryStats indexes 595,890 repositories, of these jacobgil/pytorch-grad-cam is ranked #3,587 (99th percentile) for total stargazers, and #47,052 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #528/119,419.

jacobgil/pytorch-grad-cam is also tagged with popular topics, for these it's ranked: deep-learning (#146/8511), machine-learning (#159/8062), pytorch (#76/6025), computer-vision (#39/3130), object-detection (#15/1176), image-classification (#11/399), explainable-ai (#2/171), interpretability (#3/169)

Other Information

jacobgil/pytorch-grad-cam has 10 open pull requests on Github, 57 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 132 open issues and 288 closed issues.

Homepage URL: https://jacobgil.github.io/pytorch-gradcam-book

All Topics

xai pytorch grad-cam score-cam deep-learning explainable-ai explainable-ml visualizations computer-vision interpretability interpretable-ai machine-learning object-detection vision-transformers image-classification class-activation-maps interpretable-deep-learning

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Recent Commit History

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

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Languages

The only known language in this repository is Python

updated: 2024-12-21 @ 09:00am, id: 92983437 / R_kgDOBYrQjQ