In this tutorial, learn how to visualize class activation maps for debugging deep neural networks using an algorithm called Grad-CAM.

Then you’ll learn how to implement Grad-CAM using Keras and TensorFlow.

While deep learning has facilitated unprecedented accuracy in image classification, object detection, and image segmentation, one of their biggest problems is model interpretability, a core component in model understanding and model debugging.