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 26, 2021
Recap: Gartner Releases the Top 10 Data and Analytics Trends for 2021
Gartner, a leading research company, released the Top 10 Data and Analytics Trends for 2021 revealing new data trends that data scientists cannot afford to ignore. Read more here.
May 24, 2021
A Tribute to Joydeep Mukherji
Key members of the iMerit team share their memories of Joydeep (Joy) Mukherji, former CFO and early leader at iMerit.
May 18, 2021
Deep NLP Shifts from Modeling to Annotation
Learn more about the evolution of NLP systems and how training data how become so important to achieve human-level NLP.
May 18, 2021
A Letter From iMerit
Read iMerit CEO Radha Basu’s letter about the company's status during the second wave of the COVID-19 pandemic.
May 6, 2021
Insurance Processes Made Easy Using Machine Learning
Read more about how the insurance industry is benefiting from AI and how it is helping automate processes which are full of manual bottlenecks.
Apr 29, 2021
Encoding Human and Machine Knowledge for Machine Learning
Learn more about encodings, which can be considered a collaborative process between humans and machines. that performs well on your complex ML system architecture.
Apr 22, 2021
Edge Cases Drive Demand and Create New Opportunities
Learn how AI applications in financial services can help secure factoring loans, and how annotation of unstructured data helps to monitor inventory levels and manage risk.
Apr 20, 2021
Future of Autonomous Technology
Read iMerit’s latest blog to learn about applications of autonomous technology that are gradually advancing in the market.
Apr 20, 2021
Using a Data-centric Approach to Improve Machine Learning Models
Learn more about Andrew Ng's data-centric apporach to AI and need to pivot from a model-centric approach for better performance.
Apr 15, 2021
The Three Edge Case Culprits: Bias, Variance, and Unpredictability
Learn how to recognize and overcome edge case situations including bias and variance in iMerit's blog.
Mar 29, 2021
How Noisy Labels Impact Machine Learning Models
Read iMerit's blog to learn how to minimize the impact of data labeling errors and how the structure of the labeling errors make a difference.
Mar 8, 2021
How iMerit’s #WomenInData have Adapted to Remote Work
Learn more about how iMerit’s #WomenInData develop skills through their cutting-edge work on AI, ML, and continue to learn and grow through their work every day.
