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The Human-in-the-Loop Approach to Data Labeling in Practice [2026]
Learn how to use the human-in-the-loop approach in data labeling with a demo project to develop high-quality datasets faster. Updated for 2026.
![The Role of Project Statistics in Data Labeling [2026]](/content/images/size/w2000/2026/01/Statistics.png)
The Role of Project Statistics in Data Labeling [2026]
Why track progress? In order to turn a sea of raw data into actionable insights in your image annotation projects.
11 Factors in Choosing Data Annotation Tools
Consider these 11 factors before choosing your data annotation platform.
![Best Practices to Accelerate Data Annotation Pipelines [2026]](/content/images/size/w2000/2026/01/Accelerate.png)
Best Practices to Accelerate Data Annotation Pipelines [2026]
Accelerate your data labeling workflows with 7 best practices in 2026.
![Dataset Management at Unitlab AI [2026]](/content/images/size/w2000/2026/01/Dataset-Management.png)
Dataset Management at Unitlab AI [2026]
A comprehensive guide to manage and release AI/ML datasets with Unitlab AI. Updated for 2026.