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 7, 2022
Overcoming the Obstacles of Achieving High-Quality Data
Find out how comprehensive data annotation tools can help overcome the six most common barriers for high-quality data.
Dec 1, 2022
The Stakes Are High: Best Practices For Deploying Responsible AI
Responsible AI is a key investment to help AI adoption and instill trust in end-users.
Nov 24, 2022
Pushing the Frontiers in AI For Billions Around the World
iMerit CEO Radha Basu and Meta's Manohar Paluri discuss the ideal framework for pushing the frontiers in AI research at the ML DataOps Summit.
Nov 11, 2022
How to Implement Document Classification Using Machine Learning
Here’s how machine learning can help categorize text-based documents using supervised classification algorithms.
Nov 7, 2022
Four Defenses Against Adversarial Attacks
Learn how and why DNNs are vulnerable to adversarial attacks, and how to make machine learning models less vulnerable to these attacks.
Oct 27, 2022
Using Neural Networks for Video Classification
How the latest advancements in neural networks enable the creation of video classification algorithms for tasks such as human activity recognition.
Oct 20, 2022
AI Image Classification: From Data to Model Predictions
Explore AI image classification fundamentals, model training steps, and best practices for accurate visual labeling in machine learning projects.
Oct 12, 2022
From Supervised to Unsupervised – The Evolving Role of Training Data in Machine Learning
Learn the steps involved in developing a machine learning model and the distinction between supervised and unsupervised learning.
Oct 7, 2022
Data Annotation Companies: Powering the Future of AI
Learn about the role of data annotation in enabling AI, the different approaches to data annotation, and the outlook for data annotation companies in 2022.
Sep 23, 2022
Understanding Training Data: A Key Element of Machine Learning
Learn what training data is and why it is essential for building machine learning models. Understand its role in improving model accuracy.
Sep 14, 2022
AI Systems for Advanced Diagnostic Radiology: Key Takeaways
Learn the top AI applications in clinical imaging to improve radiology and the need for medical AI experts in the process.
Sep 14, 2022
5 Steps To Implementing AI Solutions: Key Takeaways
These five recommendations are a few points to keep in mind as you add AI solutions to your current business operations.
