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gallery
GoogLeNet_Visualization_4c.m
GoogLeNet_Visualization_conv2.m
README.md
ShowMidFilter.m
demo.m
getReceptiveField.m
googlenet.prototxt
googlenet_receptive.prototxt
googlenet_visualize.prototxt

README.md

Visualization of the mid-level filters in any networks.

This is the codes for reproducing the results in my paper, Visualizing Deep Neural Network by Alternately Image Blurring and Deblurring.

http://www.sciencedirect.com/science/article/pii/S0893608017302095

The codes are not well organized and need some specail skills to tune the hyper-paramters, such as learning rate and the gaussian std of the blur kernel. I am attempting to reduce the parameters or find a way to automatically set them.

Gallery

AlexNet:

AlexNet

VGG:

VGG

GoogLeNet conv2:

conv2

GoogLeNet Inceptions:

inception