Class Activation Maps in Deep Learning

An implementation in Python with Keras

Valentina Alto
4 min readAug 27, 2020

--

Class Activation Maps (CAM) is a powerful technique used in Computer Vision for classification tasks. It allows the scientist to inspect the image to be categorized and understand which parts/pixels of that image have contributed more to the final output of the model.

--

--

Valentina Alto

Data&AI Specialist at @Microsoft | MSc in Data Science | AI, Machine Learning and Running enthusiast