In the next few blog posts, I will review visualization techiniques.

Image Specific Visualization¶

• Visualization of deep learning classification model using keras-vis
• Saliency Map with keras-vis
• Grad-CAM with keras-vis

Create condo environment¶

conda create -n explainableAI python=3.5
source activate explainableAI
conda install tensorflow
conda install keras
conda install jupyter
pip install git+https://github.com/raghakot/keras-vis.git --upgrade --no-deps
pip install opencv-python==3.3.0.10
$CONDA_PREFIX/bin/jupyter notebook --no-browser

Download a json file containing ImageNet class names.¶

wget "https://raw.githubusercontent.com/raghakot/keras-vis/master/resources/imagenet_class_index.json"