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
    • Contributing
    • Steps of the Release Process
    • Creating a Public Release Request
    • Style Sheet
nrtk
  • For NRTK Developers
  • View page source

For NRTK Developers

  • Contributing
  • Steps of the Release Process
  • Creating a Public Release Request
  • Style Sheet
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