├── .gitignore ├── .travis.yml ├── LICENSE ├── README.md ├── data ├── cat.jpg ├── class_test │ └── 003.backpack │ │ └── 003_0020.jpg ├── im_0.png └── test_0.png ├── doc ├── cam │ ├── README.md │ └── figs │ │ ├── celtech_change.png │ │ ├── celtech_diff.png │ │ └── celtech_result.png ├── deconv │ ├── README.md │ └── figs │ │ ├── dog │ │ ├── conv1_2_feat.png │ │ ├── conv1_2_im.png │ │ ├── conv2_2_feat.png │ │ ├── conv2_2_im.png │ │ ├── conv3_4_feat.png │ │ ├── conv3_4_im.png │ │ ├── conv4_4_feat.png │ │ ├── conv4_4_feat_171.png │ │ ├── conv4_4_feat_349.png │ │ ├── conv4_4_im.png │ │ ├── conv4_4_im_171.png │ │ ├── conv4_4_im_349.png │ │ ├── conv5_2_feat.png │ │ └── conv5_2_im.png │ │ └── people │ │ ├── conv1_2_feat.png │ │ ├── conv1_2_im.png │ │ ├── conv2_2_feat.png │ │ ├── conv2_2_feat_59.png │ │ ├── conv2_2_im.png │ │ ├── conv2_2_im_59.png │ │ ├── conv3_4_feat.png │ │ ├── conv3_4_feat_166.png │ │ ├── conv3_4_im.png │ │ ├── conv3_4_im_166.png │ │ ├── conv4_4_feat.png │ │ ├── conv4_4_feat_171.png │ │ ├── conv4_4_im.png │ │ ├── conv4_4_im_171.png │ │ ├── conv5_2_feat.png │ │ └── conv5_2_im.png ├── firstfilter │ ├── README.md │ └── figs │ │ ├── GoogLeNet.png │ │ ├── GoogLeNet_filter.png │ │ ├── GoogLeNet_inception3a.png │ │ ├── GoogLeNet_inception3b.png │ │ ├── GoogLeNet_inception4a.png │ │ ├── GoogLeNet_inception4b.png │ │ ├── GoogLeNet_inception4c.png │ │ ├── GoogLeNet_inception4d.png │ │ ├── GoogLeNet_inception4e.png │ │ ├── GoogLeNet_inception5a.png │ │ ├── GoogLeNet_inception5b.png │ │ └── bk │ │ ├── GoogLeNet_inception3a.png │ │ ├── GoogLeNet_inception3b.png │ │ ├── GoogLeNet_inception4a.png │ │ ├── GoogLeNet_inception4b.png │ │ ├── GoogLeNet_inception4c.png │ │ ├── GoogLeNet_inception4d.png │ │ ├── GoogLeNet_inception4e.png │ │ ├── GoogLeNet_inception5a.png │ │ └── GoogLeNet_inception5b.png ├── grad_cam │ ├── README.md │ └── figs │ │ ├── comparecam.png │ │ ├── ex1.png │ │ └── ex2.png └── guided_backpropagation │ ├── README.md │ └── figs │ ├── gbp.png │ ├── gbp1.png │ ├── gbp2.png │ ├── gbp3.png │ └── gbp4.png ├── example ├── cam.py ├── config_cam.py ├── config_path.py ├── deconv.py ├── gap.py ├── gradcam.py ├── guided_backpropagation.py ├── invert.py ├── run.sh ├── setup_env.py └── vizfilter.py ├── lib ├── __init__.py ├── dataflow │ ├── __init__.py │ ├── cifar.py │ └── image.py ├── models │ ├── __init__.py │ ├── cam.py │ ├── gap.py │ ├── grad_cam.py │ ├── guided_backpro.py │ └── invert.py ├── nets │ ├── __init__.py │ ├── googlenet.py │ ├── layers.py │ └── vgg.py └── utils │ ├── __init__.py │ ├── image.py │ ├── normalize.py │ └── viz.py ├── requirements.txt └── test ├── setup_test_env.py ├── test_cam.py ├── test_gradcam.py └── test_guided_backprop.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/conan7882/CNN-Visualization/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: 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