← Open Source
jacobgil

keras-grad-cam

An implementation of Grad-CAM with keras

Model DevelopmentInterpretabilityPython
Open on GitHub
Momentum
+0stars in 24 hours0.0%
663
Stars
228
Forks
+0
This week
2
Contributors
Created 2016-10-23 · Updated 2026-07-10 · #14993 today
Top developers
README

Grad-CAM implementation in Keras

Gradient class activation maps are a visualization technique for deep learning networks.

See the paper: https://arxiv.org/pdf/1610.02391v1.pdf

The paper authors torch implementation: https://github.com/ramprs/grad-cam

This code assumes Tensorflow dimension ordering, and uses the VGG16 network in keras.applications by default (the network weights will be downloaded on first use).

Usage: python grad-cam.py

Examples

enter image description here enter image description here

Example image from the original implementation:

'boxer' (243 or 242 in keras)

'tiger cat' (283 or 282 in keras)