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fitushar/3D-Grad-CAM
This repo contains Grad-CAM for 3D volumes.
3D-Grad-CAM
Grad-CAM is a nice way to visualize what is your CNN model is actually looking for the prediction of the class with respect to the epecific Layer.
You can also have a look updated repo "3D-GuidedGradCAM-for-Medical-Imaging" : https://github.com/fitushar/3D-GuidedGradCAM-for-Medical-Imaging
This repo contains a code to visualize Grad-CAM using Tensorflow 2.0. To know more about Grad-CAM please read this paper https://arxiv.org/pdf/1610.02391.pdf
System requirement
- python 3
- Tenorflow 2.0
- OpenCV
- Matplot