{"id":24098479,"url":"https://github.com/matlab-deep-learning/explore-deep-network-explainability-using-an-app","last_synced_at":"2025-05-07T19:25:08.192Z","repository":{"id":118344057,"uuid":"364973279","full_name":"matlab-deep-learning/Explore-Deep-Network-Explainability-Using-an-App","owner":"matlab-deep-learning","description":"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.","archived":false,"fork":false,"pushed_at":"2021-09-07T14:35:31.000Z","size":27548,"stargazers_count":36,"open_issues_count":1,"forks_count":7,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-14T21:51:24.358Z","etag":null,"topics":["deep-learning","explainable-ai","gradcam","interpretable-deep-learning","matlab","matlab-deep-learning","pretrained-models","transfer-learning"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/matlab-deep-learning.png","metadata":{},"created_at":"2021-05-06T16:30:53.000Z","updated_at":"2024-12-15T20:16:10.000Z","dependencies_parsed_at":null,"dependency_job_id":"2c0927fe-49c0-4e2e-912c-620497213acc","html_url":"https://github.com/matlab-deep-learning/Explore-Deep-Network-Explainability-Using-an-App","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2FExplore-Deep-Network-Explainability-Using-an-App","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2FExplore-Deep-Network-Explainability-Using-an-App/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2FExplore-Deep-Network-Explainability-Using-an-App/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2FExplore-Deep-Network-Explainability-Using-an-App/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/matlab-deep-learning","download_url":"https://codeload.github.com/matlab-deep-learning/Explore-Deep-Network-Explainability-Using-an-App/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252942347,"owners_count":21829051,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","explainable-ai","gradcam","interpretable-deep-learning","matlab","matlab-deep-learning","pretrained-models","transfer-learning"],"created_at":"2025-01-10T14:46:12.505Z","updated_at":"2025-05-07T19:25:08.175Z","avatar_url":"https://github.com/matlab-deep-learning.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":null,"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmatlab-deep-learning%2Fexplore-deep-network-explainability-using-an-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmatlab-deep-learning%2Fexplore-deep-network-explainability-using-an-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmatlab-deep-learning%2Fexplore-deep-network-explainability-using-an-app/lists"}