The iMerit Blog
From casual to cultured, the iMerit blog tackles a wide array of topics related to security, expertise, and flexibility in the artificial intelligence and machine learning data-enrichment marketplace.
Sep 23, 2026
iMerit Scholars vs. Scale AI vs. Mercor vs. Prolific: How to Choose an MTurk Replacement
Scale AI, Mercor, Prolific, and Scholars solve different problems. Here's how to pick the right MTurk replacement for your AI workflows.
Sep 30, 2026
Measuring Annotation Quality for Multimodal Data: Agreement, Consensus, and QA Across Modalities
Learn how scenario mining helps AV teams detect edge cases, prioritize long-tail events, and improve model coverage.
Apr 15, 2026
Master Complex Labeling with the Skeleton Annotation Tool
Skeleton annotation tool enables precise structural labeling with point-level attributes to improve datasets and model performance.
Feb 2, 2026
Defect Detection Models: Why High-Quality Annotation Matters
Learn how high-quality annotation drives effective AI defect detection systems, from ball bearings to vehicle inspections and automated surface inspection.
