matlab-deep-learning / Explore-Deep-Network-Explainability-Using-an-App

This repository provides an app for exploring the predictions of an image classification network using several deep learning visualization techniques. Using the app, you can: explore network predictions with occlusion sensitivity, Grad-CAM, and gradient attribution methods, investigate misclassifications using confusion and t-SNE plots, visualize layer activations, and many more techniques to help you understand and explain your deep network’s predictions.

matlab-deep-learning
matlab-deep-learning
Date Created 2021-05-06 (3 years ago)
Commits 6 (last one 3 years ago)
Stargazers 36 (0 this week)
Watchers 3 (0 this week)
Forks 7
License other
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RepositoryStats indexes 635,117 repositories, of these matlab-deep-learning/Explore-Deep-Network-Explainability-Using-an-App is ranked #569,988 (10th percentile) for total stargazers, and #418,976 for total watchers. Github reports the primary language for this repository as MATLAB, for repositories using this language it is ranked #1,449/1,648.

matlab-deep-learning/Explore-Deep-Network-Explainability-Using-an-App is also tagged with popular topics, for these it's ranked: deep-learning (#8,280/8831),  matlab (#370/389),  transfer-learning (#306/323),  pretrained-models (#204/214),  explainable-ai (#161/183)

Other Information

matlab-deep-learning/Explore-Deep-Network-Explainability-Using-an-App has Github issues enabled, there are 2 open issues and 0 closed issues.

There have been 1 release, the latest one was published on 2021-09-07 (3 years ago) with the name UNPIC v1.0.

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The only known language in this repository is MATLAB

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updated: 2025-04-02 @ 04:37pm, id: 364973279 / R_kgDOFcEM3w