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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 result2 result3 result4 result5

Author

Yosuke Toda, Ph.D (Agriculture)

tyosuke@aquaseerser.com

JST PRESTO ITbM, Nagoya University, Japan

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keras implementation of gradcam_plus_plus

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