cnn_explainer
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gsurma
Making CNNs interpretable.
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
Notebook
GradCAM Heatmaps
Notebook
Submarine
Aircraft Carrier
Area Importance Heatmaps with Occlusions
Notebook
Author
Greg (Grzegorz) Surma
gsurma