JATIC Interoperability#
Why Interoperability Matters#
Many robustness testing workflows benefit from using NRTK alongside other JATIC tools like Modular AI Trustworthy Engineering (MAITE). While NRTK focuses on realistic image perturbations, MAITE provides a standardized interface for evaluating model performance across a set of test conditions. Using these tools together enables modular, reproducible assessments of AI robustness under sensor-driven variation.
To integrate NRTK with MAITE, start here to incorporate NRTK perturbations into MAITE workflows using MAITE-compliant augmentation, dataset, and metadata wrappers.
Enable NRTK Perturbations as MAITE Augmentations#
For tutorials utilizing these adapters to evaluate model robustness against key operational risks, see our Testing & Evaluation Guides.
Implementation of MAITE Image Classification Augmentation for NRTK perturbers. |
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Implementation of MAITE Object Detection Augmentation for NRTK perturbers. |