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
v0.1.0
v0.2.0
v0.2.1
v0.3.0
v0.3.1
v0.3.2
v0.4.0
v0.4.1
v0.4.2
v0.5.0
v0.5.1
v0.5.2
v0.5.3
v0.6.0
v0.7.0
v0.8.0
v0.8.1
v0.9.0
v0.10.0
v0.11.0
v0.12.0
v0.13.0
v0.14.0
v0.15.0
v0.15.1
v0.16.0
v0.17.0
v0.18.0
v0.19.0
v0.19.1
v0.19.2
v0.20.0
v0.21.0
v0.21.1
v0.22.0
For NRTK Developers
nrtk
Release Notes
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Release Notes
v0.1.0
v0.2.0
v0.2.1
v0.3.0
v0.3.1
v0.3.2
v0.4.0
v0.4.1
v0.4.2
v0.5.0
v0.5.1
v0.5.2
v0.5.3
v0.6.0
v0.7.0
v0.8.0
v0.8.1
v0.9.0
v0.10.0
v0.11.0
v0.12.0
v0.13.0
v0.14.0
v0.15.0
v0.15.1
v0.16.0
v0.17.0
v0.18.0
v0.19.0
v0.19.1
v0.19.2
v0.20.0
v0.21.0
v0.21.1
v0.22.0