/cnn_explainer

Making CNNs interpretable.

Primary LanguageJupyter NotebookMIT LicenseMIT

CNN Explainer

CNN Explainer is PyTorch based project that aims to make CNN's predictions explainable.

Check the corresponding articles:
CNN Explainer - Interpreting Convolutional Neural Networks (1/N) Generating Area Importance Heatmaps with Occlusions
CNN Explainer - Interpreting Convolutional Neural Networks (2/N) Visualizing Gradient Weighted Class Activations with GradCAM
CNN Explainer - Interpreting Convolutional Neural Networks (3/N) Visualizing Boosted Convolutional Features

Boosted Features Visualizations

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GradCAM Heatmaps

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Submarine


Aircraft Carrier

Area Importance Heatmaps with Occlusions

Notebook





Author

Greg (Grzegorz) Surma

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