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.

Sep 10, 2023

Medical Image Annotation: An Overview

Explore the Vital Role of Medical Image Annotation for Healthcare AI. Learn about the complexities, data preparation, and tools required for accurate medical data labeling.

Sep 10, 2023

Quality Assurance Techniques in Data Annotation

Discover Essential Quality Assurance Techniques for Data Annotation in Data Science and AI. Learn how subsampling, gold standards, annotator consensus, and deep learning-based automation ensure high-quality data for machine learning success.

Aug 28, 2023

Image Annotation For Advanced Computer Vision

This blog explores different ways to prepare training datasets with annotated images while understanding the most common labeling tasks.

Aug 1, 2023

Exploring Different Types of Surgical Video Annotation

This blog delves into various types of surgical video annotation and outlines its benefits and role in the healthcare industry.

Aug 1, 2023

How to Tackle Data Annotation Challenges in Endoscopic and Surgical AI

Learn what are the myriad challenges that organizations encounter during the annotation process of surgical and endoscopic videos, along with strategies to overcome them.

Aug 1, 2023

How Surgical AI Data Annotation is Improving Patient Outcomes

Learn how data annotation in surgical AI has the potential to revolutionize patient care by assisting surgeons during procedures, providing decision support, enabling early diagnosis, and improving overall surgical outcomes.

Jul 25, 2023

TriNet’s Episode #1- The Inspiring Story of Radha Basu, iMerit Founder and CEO

Radha Basu shares her inspiring story, from the early days of college to building iMerit and its present-day global prominence in an episode of the new TriNet original series "Leading with Passion".

Jul 24, 2023

Why Human Feedback in AI Model Tuning Still Matters: Comparing Meta’s SAM to Purpose-Built Models for Specialized Use Cases

Learn how iMerit's experts-in-the-loop surpassed the limitations of Segment Anything Model's annotation technology in delivering precision results and identifying edge cases.

Jul 24, 2023

Medical Image Annotation: A Complete Guide

In this guide, we delve into the various types and challenges of medical image annotation while highlighting the crucial factors to consider when choosing a medical annotation tool and partner.

Jul 6, 2023

Overcoming Challenges in 3D Sensor Fusion Labeling for Autonomous Vehicles

Explore challenges encountered in 3D sensor fusion labeling for autonomous mobility and potential solutions to overcome them.

Jul 5, 2023

The Potential of Multi-Sensor Fusion in Diverse Applications

Explore the diverse sensor fusion labeling use cases to advance autonomous mobility and the benefits of outsourcing data annotation needs.

Jul 4, 2023

2D-3D Sensor Fusion Labeling to Advance Autonomous Mobility

Explore the diverse sensor fusion labeling use cases to advance autonomous mobility and the benefits of outsourcing data annotation needs.