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.
Jun 17, 2026
How iMerit Won the CVPR 2026 Auto Annotation Challenge
iMerit placed 1st at CVPR 2026 Auto3D Challenge, outperforming 11 teams with a no-3D-label pipeline using SAM 3, CLIP, and LoRA adaptation.
May 2, 2023
The Future of Self-Driving Technology with HD Maps
Learn about the future of high-definition (HD) maps and how they will revolutionize the autonomous vehicle industry.
Apr 28, 2023
Build Vs. Buy: HD Mapping for Autonomous Vehicles
In this blog, we discuss the key factors to consider when deciding whether to build or buy HD Maps.
Apr 28, 2023
Unlocking New Regions for Autonomous Vehicles with HD Maps
This blog delves into HD Mapping and Localization concepts for autonomous vehicles and explains some of our data annotation use cases.
Apr 17, 2023
Case Study: Global Robotaxi Company Streamlines Quality Control to Improve Ground Truth Data
Learn how iMerit helped a leading robotaxi company meet its complex data annotation requirements and ensure accurate ground truth data.
Apr 5, 2023
A Complete Introduction to Continual Learning
Explore how continual learning enables AI models to adapt over time, retain knowledge, and reduce catastrophic forgetting. Read the full guide.
Mar 30, 2023
Digital Twins and Predictive Maintenance: Looking Ahead
Understand the concept of digital twins and how various industries use digital twin technology for predictive asset maintenance.
Mar 29, 2023
Collaborating with a Data Annotation Company: Lessons Learned
Learn key takeaways from our conversation with our client Enel Group, a leading multinational electricity and gas manufacturer.
Mar 29, 2023
Why Data Annotation is Critical for Predictive Asset Maintenance Models
Learn about predictive maintenance, how data annotation impacts their performance, along with a few use cases.
Mar 20, 2023
Medical Imaging AI: Creating High-Quality Training Dataset for Improved Performance
Look at key factors to consider to achieve high-quality structured data for medical imaging AI.
Mar 13, 2023
Case Study: Enel Group Partners with iMerit to Analyze their Electrical Distribution Network
Learn how Enel Group partnered with iMerit to improve the accuracy of its ML models for failure detection, faulty asset isolation, and network reconfiguration.
Mar 13, 2023
Medical Data Annotation and the Future of Healthcare
Learn about the role data annotation plays in advancing medical AI technologies ranging from conversational AI and RPA to digital radiology and robotic surgery.
Mar 9, 2023
Medical Data Annotation and Common Use Cases in Digital Radiology
Learn how data annotation advances AI in digital radiology and review four use cases of data annotation in medical imaging.
