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.
Jan 20, 2021
Top 5 Data Annotation Tooling and Workflow Trends For 2021
Learn more about how data labeling providers are keeping up with growing demand by strategically providing accurate and efficient tooling options to the customer.
Jan 11, 2021
Top AI Trends and Data Annotations for 2021
Read more about the top ways in which AI will drive innovation across industries in 2021 and beyond.
Jan 5, 2021
Environmental Initiatives And An All-important Minerals Census
Read more about USGS’s goal to develop a national-scale, geospatial database of the most important mines and mineral districts of the United States.
Jan 5, 2021
How Art and Science Intersect On The iMerit Solutions Team
Read more about how iMerit’s Solution team collaborates with the client’s team to provide accurate and efficient data for machine learning.
Jan 5, 2021
Geospatial Data, Detailed Annotation, Analysis: Preventative Planning and Postmortems
Learn more about challenges that geospatial data analysts are facing and how to mitigate those challenges using machine learning.
Jan 5, 2021
Quality Matters: An Engagement Review of Semantic Segmentation for Crops, Weeds
Read more about the combination of art and science that goes into data annotation methodology for a semantic segmentation workflow of a field crop.
Dec 15, 2020
The Importance of Data Labeling Quality to Your AI Effort
Find out more about the importance of quality of data labeling for your AI program, including both technical and financial aspects.
Dec 8, 2020
Why A Solutions Approach And Partnership Orientation Makes AI Sense
Find out how a partnership orientation and solutions approach brings flexibility, power, and productivity to data annotation workflows.
Dec 8, 2020
Bringing a Solution-Oriented Approach to AI
Read more about importance of getting value from AI solutions, both with AI training and operations, by creating metadata or labeling data.
Nov 30, 2020
How AI Investment in Retail Works And Where iMerit Comes In
Learn more about how retail investment in AI algorithms fall into two categories - customer experience and e-commerce operations.
Nov 30, 2020
How iMerit Approaches Medical AI Curriculum Design
Read how iMerit designs its medical labeling curriculum in close consultation with clients, to develop general skills and specific competencies.
Nov 9, 2020
Federal Agencies Learn to Embrace AI
Learn how federal agencies are using AI to improve decision-making. Agencies, under Chief Data Officers, are working to make data accessible and to develop policy.
