Keras implementation of a ResNet-CAM model


The original Matlab implementation and paper (for AlexNet, GoogLeNet, and VGG16) can be found here. A Keras implementation of VGG-CAM can be found here.

This implementation is written in Keras and uses ResNet-50, which was not explored in the original paper.



git clone
cd ResNetCAM-keras
python images/dog.png

Feel free to try out your own image by replacing images/dog.png with a file path to another image! :)

Example plots

Dog Localization

Blog Post

This repository is discussed in the blog post here.