Some CNN visualization tools and techniques

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Deep Visualization Toolbox

Github: https://github.com/yosinski/deep-visualization-toolbox

Understanding Image Representations by Inverting Them

Paper: https://arxiv.org/pdf/1412.0035v1.pdf

Learning FRAME Models Using CNN filters

Project page:  http://www.stat.ucla.edu/~yang.lu/project/deepFrame/main.html

Convergent Learning: Do different neural networks learn the same representations?

Github: https://github.com/yixuanli/convergent_learning

Torch-visbox

https://github.com/Aysegul/torch-visbox

Plot caffe models online

http://ethereon.github.io/netscope/#/editor

Grad-CAM: Gradient-weighted Class Activation Mapping

https://github.com/ramprs/grad-cam/

Quiver: Interactive Feature Visualization for Keras

https://github.com/jakebian/quiver

CS231 Stanford notes on Visualization

http://cs231n.github.io/understanding-cnn/

 

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