nrtk

Quick Start

NRTK QuickStart Hub
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
Test and Analyze Model Robustness with NRTK and XAITK for the Object Detection 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
  - Updates / New Features
  - Fixes
- v0.19.2
- v0.20.0
- v0.21.0
- v0.21.1
- v0.22.0
- v0.24.0
- v0.25.0
- 0.26.0
For NRTK Developers

nrtk

Release Notes
v0.19.1
View page source

v0.19.1

Small bug fix for RandomTranslationPerturber.

Updates / New Features

Fixes

Fix identity operation for RandomTranslationPerturber.

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