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.
Dec 15, 2021
Data on the Edge with Dataloop: Key Takeaways
Explore how Dataloop, an end-to-end cloud-based annotation platform, helps to tackle edge case situations in computer vision and what the future of the labeling tooling space looks like.
Dec 8, 2021
Why Experts Should Be the Only People Labeling Medical AI Data
Medical AI applications can provide speed, lower costs, and increased efficiency. But only if they are trained using high-quality annotated data sets.
Dec 2, 2021
A Tribute to Partho Chatterjee
It is with great sorrow that we announce the passing of Partho Chatterjee, iMerit board member, and long-time advisor.
Nov 25, 2021
Top 5 Autonomous Vehicle Takeaways: The $1TN US Infrastructure Bill
AV Global Readiness Index: Who will get there first? Learn how different countries score on axes from innovation to infrastructure, in their readiness for AVs.
Nov 24, 2021
iMerit on the AI in Business Podcast: Key Takeaways
Explore the realities of AI adoption and deployment, determining the right tools and why it is important to have human-involvement in the workflow.
Nov 19, 2021
Labels Matter: Key Takeaways from The MapScaping Podcast
On the MapScaping Podcast, iMerit's Mallory Dodd explores the importance of quality training data for AI and ML and how to build it.
Nov 5, 2021
Three Common Machine Learning Pitfalls and How to Avoid Them
Building models can be both enjoyable and frustrating. If you’re building an ML model and need some best practices, we’ve already done the research for you.
Oct 26, 2021
Data on the Edge with Datasaur: Key Takeaways
Explore NLP data challenges in the ML operations landscape with key takeaways from iMerit's Data on the Edge episode with Ivan Lee, CEO of Datasaur.
Oct 22, 2021
3 Things To Do Before Building Your ML Model
This article elucidates some of the steps that must be taken prior to building an ML model and investigates how they ultimately influence downstream predictions.
Oct 12, 2021
iMerit Named in the Top 20 Computer Vision AI Startups to Watch in 2021
iMerit is one of the top 20 computer vision AI startups to watch in 2021, according to a list published by Appengine.ai, a global network of AI/ML Startups and Investors.
Oct 12, 2021
iMerit Recognized Among 100 Most Innovative Image Recognition Companies in California
iMerit is named one of the top 100 most innovative image recognition companies in California by Data Magazine.
Oct 8, 2021
Working on an AI Project? Here’s How Much Data You’ll Need.
We have put together recommendations from experts to determine how much data you will need, to correctly estimate project effort and cost and to kickstart it.
