Explainable AI --a start

• cat&dog with Grad-CAM in Tensorflow 2.0 notebook explained
• Another example Grad-CAM Tensorflow Colab
• Another example with Grad-CAM PLUS layer by layer visualization Tensorflow Cat/Dog model
• good stackoverflow Q+A on subject
• lecture on tf-explain (that supports Grad-CAM)
• tf-explain (3rd party code on top of TF)
  • From Practical Deep Learning for Cloud, Mobile, and Edge by Anirudh Koul, Siddha Ganju, Meher Kasam
    • colab that uses tf-explain on different TF CNN classification models (ResNet50, VGG16, MobileNet) [ local copy]
  • Papers: Grad-CAM, Visualizing Convolutional Layers
  • Video: developer video
• Explainable AI offerings on Google Cloud Video