项目作者: fitushar

项目描述 :
This repo contains Grad-CAM for 3D volumes.
高级语言: Jupyter Notebook
项目地址: git://github.com/fitushar/3D-Grad-CAM.git
创建时间: 2020-01-18T02:47:25Z
项目社区:https://github.com/fitushar/3D-Grad-CAM

开源协议:

下载


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

GradCAM

System requirement

  • python 3
  • Tenorflow 2.0
  • OpenCV
  • Matplot