Tutorials#
Ready to go deeper? Use these guided, end-to-end walkthroughs to learn NRTK by doing. These tutorials assume you’ve completed the steps in the Advanced Installation and Getting Started sections.
Start Here#
NRTK End-to-End Overview
It is highly recommended to start with this tutorial. This tutorial walks through NRTK’s three core capabilities—image perturbation, perturbation factories for parameter sweeps, and model evaluation—in a single end-to-end notebook.
Continue Learning#
T&E with MAITE
Apply perturbations within standardized T&E workflows covering photometric, geometric, environmental, and optical risks.
NRTK + Saliency
Combine perturbations with XAITK saliency maps to understand model behavior under degradation.