wudemoai/LIFT-CAM

Code for the ICCV 2021 paper: "Towards Better Explanations of Class Activation Mapping"

LIFT-CAM

Code for the ICCV 2021 paper: "Towards Better Explanations of Class Activation Mapping"

1) This implementation has been done for off-the-shelf VGG16 and ResNet50 networks which are pretrained on ImageNet.

• VGG16 ckpt link : https://download.pytorch.org/models/vgg16-397923af.pth
• ResNet50 ckpt link : https://download.pytorch.org/models/resnet50-19c8e357.pth

2) This implementation provides LIFT-CAM, LRP-CAM, and LIME-CAM.

3) Requirements : torch (v1.7.1), torchvision (v.0.8.2) captum (v0.4.0), opencv-python (v4.5.1.48)