Saliency Map for CNN

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RV_S 2020-3-6

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https://ww2.mathworks.cn/matlabcentral/answers/509486-saliency-map-for-cnn

Hello,

I have a googleNet-based image classifier for my dataset and would like to visualize a saliency map of an image. Simply put, I'd like to do a sensitivity analysis of the change in output function with respect to the input image.

This requires me to calculate the change with respect to the weights via backpropagation and I was wondering if there was a simple way to do it in MATLAB. The methodology can be found here. I'm trying to find the MATLAB equivalent of Keras-Vis, but if that's not available, a way to calculate the gradient of the output class with respect to the input image works too.

Thanks!