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Keras White Box (kwb)

Visualization toolbox for extracting interpretable information from the neural network built from Keras.

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For Grad-CAM and Explanationmap for Plant Disease visualization, access the ipynb bellow

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4_plantvillage_visualization.ipynb

Requirements

keras 2.0 and higher

skimage

Installation

git clone

pip install .

Supported Visualization Methods

Basics

​ Convolutional Weight Visualization (First Layer)

​ Intermediate Output Visualization

Attention Map

​ Occlusion

​ Saliency Map

​ Vanilla Saliency

​ Guided Backpropagation

​ Integrated Gradients

​ Grad-CAM

​ Grad-CAM++

​ Explanation Map

Related repository

mixed0_230Feature Visualization by neuron activation maximization: lucid4keras

To be added

​ DeepLift

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visualization toolbox for keras

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  • Jupyter Notebook 97.5%
  • Python 2.5%