QA & Analytics

Learn how to ensure annotation quality with validation tools, Ground Truth jobs, Honeypots, and performance analytics.

Quality control

Overview of quality control features

Manual QA and Review

Guidelines on evaluating annotation quality in CVAT manually

Automated QA, Review & Honeypots

Guidelines for assessing annotation quality in CVAT automatically

Consensus-based annotation

Annotate the same data several times to get better annotations

Immediate job feedback

Quick responses about job annotation quality

Analytics

Learn how to access and analyze detailed data and metrics in CVAT Online and Enterprise.