Grad-CAM and CAM implementation with Keras
This repo contains Keras implementation of CAM, Grad-CAM, Guided Grad-CAM on the 2017 Korean presidential election candidates' face image data.
Original Paper links
Guided Backpropagation: https://arxiv.org/abs/1412.6806
I crawled the original images from Google and cropped faces myself. The dataset is available for any research purposes.
Related Blogposts (in Korean)
Transfer Learning: 대선주자 얼굴 분류기
Transfer Learning wtih Keras on FloydHub
CAM: 대선주자 얼굴 위치 추적기
Grad-CAM: 대선주자 얼굴 위치 추적기
Keras implementation of class activation mapping
Grad-CAM implementation in Keras