├── .gitignore ├── LICENSE ├── README.md ├── docs ├── 0-densenet201-deconvnet-bull_mastiff.png ├── 0-densenet201-deconvnet-tabby.png ├── 0-densenet201-deconvnet-tiger_cat.png ├── 0-densenet201-gradcam-features-bull_mastiff.png ├── 0-densenet201-gradcam-features-tabby.png ├── 0-densenet201-gradcam-features-tiger_cat.png ├── 0-densenet201-guided-bull_mastiff.png ├── 0-densenet201-guided-tabby.png ├── 0-densenet201-guided-tiger_cat.png ├── 0-densenet201-guided_gradcam-features-bull_mastiff.png ├── 0-densenet201-guided_gradcam-features-tabby.png ├── 0-densenet201-guided_gradcam-features-tiger_cat.png ├── 0-densenet201-vanilla-bull_mastiff.png ├── 0-densenet201-vanilla-tabby.png ├── 0-densenet201-vanilla-tiger_cat.png ├── 0-resnet152-deconvnet-boxer.png ├── 0-resnet152-deconvnet-bull_mastiff.png ├── 0-resnet152-deconvnet-tiger_cat.png ├── 0-resnet152-gradcam-layer1-bull_mastiff.png ├── 0-resnet152-gradcam-layer2-bull_mastiff.png ├── 0-resnet152-gradcam-layer3-bull_mastiff.png ├── 0-resnet152-gradcam-layer4-boxer.png ├── 0-resnet152-gradcam-layer4-bull_mastiff.png ├── 0-resnet152-gradcam-layer4-tiger_cat.png ├── 0-resnet152-gradcam-relu-bull_mastiff.png ├── 0-resnet152-guided-boxer.png ├── 0-resnet152-guided-bull_mastiff.png ├── 0-resnet152-guided-tiger_cat.png ├── 0-resnet152-guided_gradcam-layer4-boxer.png ├── 0-resnet152-guided_gradcam-layer4-bull_mastiff.png ├── 0-resnet152-guided_gradcam-layer4-tiger_cat.png ├── 0-resnet152-sensitivity-10-boxer.png ├── 0-resnet152-sensitivity-10-bull_mastiff.png ├── 0-resnet152-sensitivity-10-tiger_cat.png ├── 0-resnet152-sensitivity-15-boxer.png ├── 0-resnet152-sensitivity-15-bull_mastiff.png ├── 0-resnet152-sensitivity-15-tiger_cat.png ├── 0-resnet152-sensitivity-25-boxer.png ├── 0-resnet152-sensitivity-25-bull_mastiff.png ├── 0-resnet152-sensitivity-25-tiger_cat.png ├── 0-resnet152-sensitivity-35-boxer.png ├── 0-resnet152-sensitivity-35-bull_mastiff.png ├── 0-resnet152-sensitivity-35-tiger_cat.png ├── 0-resnet152-sensitivity-45-boxer.png ├── 0-resnet152-sensitivity-45-bull_mastiff.png ├── 0-resnet152-sensitivity-45-tiger_cat.png ├── 0-resnet152-sensitivity-90-boxer.png ├── 0-resnet152-sensitivity-90-bull_mastiff.png ├── 0-resnet152-sensitivity-90-tiger_cat.png ├── 0-resnet152-vanilla-boxer.png ├── 0-resnet152-vanilla-bull_mastiff.png ├── 0-resnet152-vanilla-tiger_cat.png ├── 0-squeezenet1_1-deconvnet-Great_Dane.png ├── 0-squeezenet1_1-deconvnet-boxer.png ├── 0-squeezenet1_1-deconvnet-bull_mastiff.png ├── 0-squeezenet1_1-gradcam-features-Great_Dane.png ├── 0-squeezenet1_1-gradcam-features-boxer.png ├── 0-squeezenet1_1-gradcam-features-bull_mastiff.png ├── 0-squeezenet1_1-guided-Great_Dane.png ├── 0-squeezenet1_1-guided-boxer.png ├── 0-squeezenet1_1-guided-bull_mastiff.png ├── 0-squeezenet1_1-guided_gradcam-features-Great_Dane.png ├── 0-squeezenet1_1-guided_gradcam-features-boxer.png ├── 0-squeezenet1_1-guided_gradcam-features-bull_mastiff.png ├── 0-squeezenet1_1-vanilla-Great_Dane.png ├── 0-squeezenet1_1-vanilla-boxer.png ├── 0-squeezenet1_1-vanilla-bull_mastiff.png ├── 0-vgg19-deconvnet-French_bulldog.png ├── 0-vgg19-deconvnet-bull_mastiff.png ├── 0-vgg19-deconvnet-pug.png ├── 0-vgg19-gradcam-features-French_bulldog.png ├── 0-vgg19-gradcam-features-bull_mastiff.png ├── 0-vgg19-gradcam-features-pug.png ├── 0-vgg19-guided-French_bulldog.png ├── 0-vgg19-guided-bull_mastiff.png ├── 0-vgg19-guided-pug.png ├── 0-vgg19-guided_gradcam-features-French_bulldog.png ├── 0-vgg19-guided_gradcam-features-bull_mastiff.png ├── 0-vgg19-guided_gradcam-features-pug.png ├── 0-vgg19-vanilla-French_bulldog.png ├── 0-vgg19-vanilla-bull_mastiff.png ├── 0-vgg19-vanilla-pug.png ├── 0-vgg19_bn-deconvnet-boxer.png ├── 0-vgg19_bn-deconvnet-bull_mastiff.png ├── 0-vgg19_bn-deconvnet-tabby.png ├── 0-vgg19_bn-gradcam-features-boxer.png ├── 0-vgg19_bn-gradcam-features-bull_mastiff.png ├── 0-vgg19_bn-gradcam-features-tabby.png ├── 0-vgg19_bn-guided-boxer.png ├── 0-vgg19_bn-guided-bull_mastiff.png ├── 0-vgg19_bn-guided-tabby.png ├── 0-vgg19_bn-guided_gradcam-features-boxer.png ├── 0-vgg19_bn-guided_gradcam-features-bull_mastiff.png ├── 0-vgg19_bn-guided_gradcam-features-tabby.png ├── 0-vgg19_bn-vanilla-boxer.png ├── 0-vgg19_bn-vanilla-bull_mastiff.png ├── 0-vgg19_bn-vanilla-tabby.png ├── 0-xception_v1-gradcam-exit_flow.conv4-boxer.png ├── 0-xception_v1-gradcam-exit_flow.conv4-bull_mastiff.png └── 0-xception_v1-gradcam-exit_flow.conv4-tiger_cat.png ├── grad_cam.py ├── main.py ├── results └── .gitignore └── samples ├── cat_dog.png ├── cat_dog_original.jpg ├── synset_words.txt └── vegetables.jpg /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kazuto1011/grad-cam-pytorch/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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