ResNetCAM-keras
Keras implementation of a ResNet-CAM model
Motivation
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.
Requirements
- keras with tensorflow backend (keras version 2.0.0 or later)
- numpy
- ast
- scipy
- matplotlib
- opencv3
Usage
git clone https://github.com/alexisbcook/ResNetCAM-keras.git
cd ResNetCAM-keras
python ResNet_CAM.py 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
Blog Post
This repository is discussed in the blog post here.