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.
Mar 9, 2023
Medical Data Annotation and Common Use Cases in Digital Radiology
Learn how data annotation advances AI in digital radiology and review four use cases of data annotation in medical imaging.
Jan 24, 2023
It’s a Duo: Human-in-the-Loop and High-Quality Data Are Catalysts in ML and AI
Learn how human-in-the-loop and high-quality data go hand-in-hand to achieve the widespread production of AI applications.
Jan 13, 2023
Navigating Data Tooling and Expertise To Achieve High-Quality AI Training Data
iMerit hosts a panel discussion with industry leaders on how navigating data tooling allows enterprises to achieve high-quality AI training data.
Dec 27, 2022
Role of Automation in ML DataOps
Automation in machine learning will enable people to make a bigger impact and have more fulfilling roles.
Dec 13, 2022
Convergence of ML Ops and Data Pipelines
Find out how these leading companies deploy robust ML systems in production by converging ML Ops and Data Pipelines.
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
Automated 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
As videos have become easier to distribute and consume, we have seen considerable developments in machine learning algorithms that can
Oct 20, 2022
Classifying Images with Artificial Intelligence
Learn about the basics of image classification with this tutorial on convolutional neural networks with Tensorflow. A sample script is included.
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.
