jaydeep-work / LIME-SAM

LIME-SAM aims to create an Explainable Artificial Intelligence (XAI) framework for image classification using LIME (Local Interpretable Model-agnostic Explanations) as the base algorithm, with the super-pixel method replaced by Segment Anything by Meta (SAM).

Date Created 2023-04-12 (about a year ago)

Commits 35 (last one about a year ago)

Stargazers 33 (0 this week)

Watchers 7 (0 this week)

Forks 7

License apache-2.0

Ranking

RepositoryStats indexes 628,868 repositories, of these jaydeep-work/LIME-SAM is ranked #582,042 (7th percentile) for total stargazers, and #260,689 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #16,904/18,896.

jaydeep-work/LIME-SAM is also tagged with popular topics, for these it's ranked: image-classification (#391/419), explainable-ai (#166/180)

All Topics

lime explainable-ai image-classification segment-anything-meta

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

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updated: 2025-02-24 @ 12:18pm, id: 627047234 / R_kgDOJV_7Qg