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.
Oct 10, 2025
The Modular Pipeline: Solving Key Challenges in AV Perception
In 2022, the global autonomous vehicle (AV) market was valued at USD 1.5 trillion. By 2030, it is projected to
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
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.
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
This post is intended to serve as a guide for those data scientists who want to ensure their supervised learning algorithm avoids common ML pitfalls.
Sep 14, 2022
AI Systems for Advanced Diagnostic Radiology: Key Takeaways
In a special guest feature with Healthcare Radius, Dr. Jaideep Jesson Rayapudi, Sr. SME – Healthcare AI at iMerit, highlights
Sep 14, 2022
5 Steps To Implementing AI Solutions: Key Takeaways
When trying to solve any problem with AI, it’s important to consider guidelines, resources, tools, and partners that can help
Sep 7, 2022
Role of Automation in Complex Data Annotation: Key Takeaways
Data annotation plays a key role in making sure AI or ML projects are scalable. Conventionally, a human is shown
