nrtk

Quick Start

  • Installation
  • Getting Started with NRTK

Explanation

  • Concepts of Robustness in Computer Vision
  • Operational Risk Factors in Computer Vision

Tutorials

  • NRTK Overview
  • Testing & Evaluation Guides with MAITE
  • Evaluating Models with COCO Scoring

How-To

  • Apply Basic Image Perturbations
  • Apply Optical Transfer Function (OTF) Perturbations
  • Apply Albumentations Perturbations with NRTK
  • Apply Diffusion Perturbations with NRTK
  • Test and Analyze Model Robustness with NRTK and XAITK for the Image Classification Task
  • Generate Perturbed Datasets

Reference

  • Interfaces
  • Implementations
  • JATIC Interoperability
  • Glossary
  • Containers
  • Release Notes
  • For NRTK Developers
nrtk
  • Interoperability
  • View page source

Interoperability

  • JATIC Interoperability
  • NRTK-as-a-Service (NRTKaaS)
  • JSON Schema
  • Utils

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