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Grad-CAM implementation for Keras version 2.2.4/ Tensorflow version 1.12.0

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).

Examples

'boxer'

'lab coat'

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Grad-CAM implementation in Keras

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