Model Interpretability Archives

PyTorch Class Activation Map using Custom Trained Model

In this tutorial, you will learn how to visualize class activation map in PyTorch using a custom trained model. Download the Source Code for this Tutorial We often describe neural networks as black boxes as it is hard to interpret their decisions. But that is slowly changing over the years with the introduction of neural […] ...

Saliency Maps in Convolutional Neural Networks

Sovit Ranjan Rath June 14, 2021 7 Comments

Learn about different approaches of saliency maps in convolutional neural networks. ...

Basic Introduction to Class Activation Maps in Deep Learning using PyTorch

Sovit Ranjan Rath June 7, 2021 7 Comments

In this tutorial, you will learn about class activation maps in deep learning using PyTorch. ...

Tag: Model Interpretability

PyTorch Class Activation Map using Custom Trained Model

Saliency Maps in Convolutional Neural Networks

Basic Introduction to Class Activation Maps in Deep Learning using PyTorch