# gradcamplusplus

**Repository Path**: Alteir/gradcamplusplus

## Basic Information

- **Project Name**: gradcamplusplus
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2020-03-20
- **Last Updated**: 2021-01-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README


# gradcam++ for keras

Keras implementation of gradcam++(gradcam_plus_plus or gradcamplusplus)

Grad-CAM++: Generalized Gradient-based Visual Explanations for Deep Convolutional Networks(https://arxiv.org/abs/1710.11063) by Aditya Chattopadhyay, Anirban Sarkar, Prantik Howlader, Vineeth N Balasubramanian

grad-cam codes for keras were adopted from
https://github.com/eclique/keras-gradcam
https://github.com/jacobgil/keras-grad-cam

grad-cam++ was written based on the codes from
https://github.com/adityac94/Grad_CAM_plus_plus


# Description
See gradcam_plus_plus.ipynb for details

![result1](https://github.com/totti0223/gradcamplusplus/blob/master/misc/output_3_1.png)
![result2](https://github.com/totti0223/gradcamplusplus/blob/master/misc/output_3_3.png)
![result3](https://github.com/totti0223/gradcamplusplus/blob/master/misc/output_3_5.png)
![result4](https://github.com/totti0223/gradcamplusplus/blob/master/misc/output_3_7.png)
![result5](https://github.com/totti0223/gradcamplusplus/blob/master/misc/output_3_9.png)

# Author
Yosuke Toda, Ph.D (Agriculture)

tyosuke@aquaseerser.com

JST PRESTO
ITbM, Nagoya University, Japan