├── .gitignore ├── LICENSE ├── README.md ├── detection ├── Base-RCNN-C4.yaml ├── Base-RetinaNet.yaml ├── __init__.py ├── demo.py ├── demo_retinanet.py ├── faster_rcnn_R_50_C4.yaml ├── grad_cam.py ├── grad_cam_retinanet.py └── retinanet_R_50_FPN_3x.yaml ├── examples ├── Grad-CAM++.png ├── grad-cam.jpg ├── multiple_dogs.jpg ├── pic1.jpg ├── pic2.jpg ├── pic3.jpg └── pic4.jpg ├── interpretability ├── __init__.py ├── grad_cam.py └── guided_back_propagation.py ├── main.py └── results ├── multiple_dogs-densenet121-cam++.jpg ├── multiple_dogs-densenet121-cam.jpg ├── multiple_dogs-densenet121-cam_gb.jpg ├── multiple_dogs-densenet121-gb.jpg ├── multiple_dogs-densenet121-heatmap++.jpg ├── multiple_dogs-densenet121-heatmap.jpg ├── multiple_dogs-inception-cam++.jpg ├── multiple_dogs-inception-cam.jpg ├── multiple_dogs-inception-cam_gb.jpg ├── multiple_dogs-inception-gb.jpg ├── multiple_dogs-inception-heatmap++.jpg ├── multiple_dogs-inception-heatmap.jpg ├── multiple_dogs-mobilenet_v2-cam++.jpg ├── multiple_dogs-mobilenet_v2-cam.jpg ├── multiple_dogs-mobilenet_v2-cam_gb.jpg ├── multiple_dogs-mobilenet_v2-gb.jpg ├── multiple_dogs-mobilenet_v2-heatmap++.jpg ├── multiple_dogs-mobilenet_v2-heatmap.jpg ├── multiple_dogs-resnet101-cam++.jpg ├── multiple_dogs-resnet101-cam.jpg ├── multiple_dogs-resnet101-cam_gb.jpg ├── multiple_dogs-resnet101-gb.jpg ├── multiple_dogs-resnet101-heatmap++.jpg ├── multiple_dogs-resnet101-heatmap.jpg ├── multiple_dogs-resnet50-cam++.jpg ├── multiple_dogs-resnet50-cam.jpg ├── multiple_dogs-resnet50-cam_gb.jpg ├── multiple_dogs-resnet50-gb.jpg ├── multiple_dogs-resnet50-heatmap++.jpg ├── multiple_dogs-resnet50-heatmap.jpg ├── multiple_dogs-shufflenet_v2-cam++.jpg ├── multiple_dogs-shufflenet_v2-cam.jpg ├── multiple_dogs-shufflenet_v2-cam_gb.jpg ├── multiple_dogs-shufflenet_v2-gb.jpg ├── multiple_dogs-shufflenet_v2-heatmap++.jpg ├── multiple_dogs-shufflenet_v2-heatmap.jpg ├── multiple_dogs-vgg16-cam++.jpg ├── multiple_dogs-vgg16-cam.jpg ├── multiple_dogs-vgg16-cam_gb.jpg ├── multiple_dogs-vgg16-gb.jpg ├── multiple_dogs-vgg16-heatmap++.jpg ├── multiple_dogs-vgg16-heatmap.jpg ├── multiple_dogs-vgg19-cam++.jpg ├── multiple_dogs-vgg19-cam.jpg ├── multiple_dogs-vgg19-cam_gb.jpg ├── multiple_dogs-vgg19-gb.jpg ├── multiple_dogs-vgg19-heatmap++.jpg ├── multiple_dogs-vgg19-heatmap.jpg ├── pic1-densenet121-cam++.jpg ├── pic1-densenet121-cam.jpg ├── pic1-densenet121-cam_gb.jpg ├── pic1-densenet121-gb.jpg ├── pic1-densenet121-heatmap++.jpg ├── pic1-densenet121-heatmap.jpg ├── pic1-frcnn-heatmap++.jpg ├── pic1-frcnn-heatmap.jpg ├── pic1-frcnn-predict_box.jpg ├── pic1-inception-cam++.jpg ├── pic1-inception-cam.jpg ├── pic1-inception-cam_gb.jpg ├── pic1-inception-gb.jpg ├── pic1-inception-heatmap++.jpg ├── pic1-inception-heatmap.jpg ├── pic1-mobilenet_v2-cam++.jpg ├── pic1-mobilenet_v2-cam.jpg ├── pic1-mobilenet_v2-cam_gb.jpg ├── pic1-mobilenet_v2-gb.jpg ├── pic1-mobilenet_v2-heatmap++.jpg ├── pic1-mobilenet_v2-heatmap.jpg ├── pic1-resnet101-cam++.jpg ├── pic1-resnet101-cam.jpg ├── pic1-resnet101-cam_gb.jpg ├── pic1-resnet101-gb.jpg ├── pic1-resnet101-heatmap++.jpg ├── pic1-resnet101-heatmap.jpg ├── pic1-resnet50-cam++.jpg ├── pic1-resnet50-cam.jpg ├── pic1-resnet50-cam_gb.jpg ├── pic1-resnet50-gb.jpg ├── pic1-resnet50-heatmap++.jpg ├── pic1-resnet50-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.0-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.0-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.1-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.1-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.2-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.2-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.3-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.3-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.4-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.4-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.5-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.5-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.6-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.6-heatmap.jpg ├── pic1-retinanet-head.cls_subnet.7-heatmap++.jpg ├── pic1-retinanet-head.cls_subnet.7-heatmap.jpg ├── pic1-retinanet-predict_box.jpg ├── pic1-shufflenet_v2-cam++.jpg ├── pic1-shufflenet_v2-cam.jpg ├── pic1-shufflenet_v2-cam_gb.jpg ├── pic1-shufflenet_v2-gb.jpg ├── pic1-shufflenet_v2-heatmap++.jpg ├── pic1-shufflenet_v2-heatmap.jpg ├── pic1-vgg16-cam++.jpg ├── pic1-vgg16-cam.jpg ├── pic1-vgg16-cam_gb.jpg ├── pic1-vgg16-gb.jpg ├── pic1-vgg16-heatmap++.jpg ├── pic1-vgg16-heatmap.jpg ├── pic1-vgg19-cam++.jpg ├── pic1-vgg19-cam.jpg ├── pic1-vgg19-cam_gb.jpg ├── pic1-vgg19-gb.jpg ├── pic1-vgg19-heatmap++.jpg ├── pic1-vgg19-heatmap.jpg ├── pic2-frcnn-heatmap++.jpg ├── pic2-frcnn-heatmap.jpg ├── pic2-frcnn-predict_box.jpg ├── pic2-retinanet-head.cls_subnet.0-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.0-heatmap.jpg ├── pic2-retinanet-head.cls_subnet.1-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.1-heatmap.jpg ├── pic2-retinanet-head.cls_subnet.2-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.2-heatmap.jpg ├── pic2-retinanet-head.cls_subnet.3-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.3-heatmap.jpg ├── pic2-retinanet-head.cls_subnet.4-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.4-heatmap.jpg ├── pic2-retinanet-head.cls_subnet.5-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.5-heatmap.jpg ├── pic2-retinanet-head.cls_subnet.6-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.6-heatmap.jpg ├── pic2-retinanet-head.cls_subnet.7-heatmap++.jpg ├── pic2-retinanet-head.cls_subnet.7-heatmap.jpg ├── pic2-retinanet-predict_box.jpg ├── pic3-frcnn-heatmap++.jpg ├── pic3-frcnn-heatmap.jpg ├── pic3-frcnn-predict_box.jpg ├── pic3-retinanet-head.cls_subnet.0-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.0-heatmap.jpg ├── pic3-retinanet-head.cls_subnet.1-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.1-heatmap.jpg ├── pic3-retinanet-head.cls_subnet.2-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.2-heatmap.jpg ├── pic3-retinanet-head.cls_subnet.3-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.3-heatmap.jpg ├── pic3-retinanet-head.cls_subnet.4-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.4-heatmap.jpg ├── pic3-retinanet-head.cls_subnet.5-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.5-heatmap.jpg ├── pic3-retinanet-head.cls_subnet.6-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.6-heatmap.jpg ├── pic3-retinanet-head.cls_subnet.7-heatmap++.jpg ├── pic3-retinanet-head.cls_subnet.7-heatmap.jpg ├── pic3-retinanet-predict_box.jpg ├── pic4-frcnn-heatmap++.jpg ├── pic4-frcnn-heatmap.jpg ├── pic4-frcnn-predict_box.jpg ├── pic4-retinanet-head.cls_subnet.0-heatmap++.jpg ├── pic4-retinanet-head.cls_subnet.0-heatmap.jpg ├── pic4-retinanet-head.cls_subnet.1-heatmap++.jpg ├── pic4-retinanet-head.cls_subnet.1-heatmap.jpg ├── pic4-retinanet-head.cls_subnet.2-heatmap++.jpg ├── pic4-retinanet-head.cls_subnet.2-heatmap.jpg ├── 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