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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.

CAM, Grad-CAM, Guided Grad-CAM

Original Paper links

Guided Backpropagation:

Data Source

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