https://github.com/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.
https://github.com/matlab-deep-learning/explore-deep-network-explainability-using-an-app
deep-learning explainable-ai gradcam interpretable-deep-learning matlab matlab-deep-learning pretrained-models transfer-learning
Last synced: 4 months ago
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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.
- Host: GitHub
- URL: https://github.com/matlab-deep-learning/explore-deep-network-explainability-using-an-app
- Owner: matlab-deep-learning
- License: other
- Created: 2021-05-06T16:30:53.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-09-07T14:35:31.000Z (over 3 years ago)
- Last Synced: 2023-03-14T14:10:32.405Z (about 2 years ago)
- Topics: deep-learning, explainable-ai, gradcam, interpretable-deep-learning, matlab, matlab-deep-learning, pretrained-models, transfer-learning
- Language: MATLAB
- Homepage:
- Size: 26.3 MB
- Stars: 22
- Watchers: 3
- Forks: 4
- Open Issues: 1