Explainable Artificial Intelligence, or XAI for short, is a set of tools that helps us understand and interpret complicated “black box” machine and deep learning models and their predictions. In my previous post I showed you a sneak peek of my newest package called sauron, which allows you to explain decisions of Convolutional Neural Networks. I am really glad to say that beta version of sauron is finally here!
Explainable Artificial Intelligence, or XAI for short, is a set of tools that helps us understand and interpret complicated “black box” machine and deep learning models and their predictions. Today I would like to show you a sneak peek of my newest package called sauron, which allows you to explain decisions of Convolutional Neural Networks.
Beside image classification, object detection and image segmentation are two of the most common computer vision tasks. Check out how to perform them in R using platypus package in a few lines of code.
