Visualizing Deep Neural Network by Alternately Image Blurring and Deblurring
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FaceVis LightendCNN Dec 2, 2015
Inceptionism Update Dec 17, 2017
NNComplexity Update Apr 9, 2016
PrototxtGen some fix Nov 30, 2015
LICENSE Update Nov 25, 2015


Some interesting visualization demos using Caffe and Matlab.

  • FaceVis

Visualize the face memorized by a face recognition model.

  • FilterVis

Visualize the mid-level features learned by a CNN model.

  • Inceptionism

Visualize the classifier neurons in a CNN model.

  • NNComplexity

Show how complex the neural network can achieve, w.r.t. width, depth and structure.

  • NeuralArt

Yet another re-implementation for paper

A Neural Algorthm of Artistic Style' by Leon Gatys, Alexander Ecker, and Matthias Bethge (

  • PrototxtGen

Some modules used to generate a prototxt for Caffe.