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
Mar 25, 2025
Tools and Automation Platforms for RLHF
Explore top RLHF tools & automation platforms—iMerit Ango Hub, Encord RLHF, Appen, and more. Discover how AI-driven automation optimizes human feedback for model training
Mar 20, 2025
Turning Raw Data into AI Insights with Snowflake and Ango Hub
Accelerate AI development with Snowflake and Ango Hub. Seamlessly integrate data storage, automated annotation, and human-in-the-loop workflows to create high-quality labeled datasets for production-grade AI models.
Mar 11, 2025
Reasoning in AI: Why It Matters for Fine-Tuning Your Model
Reasoning in AI is crucial for improving model accuracy, interpretability, and decision-making. Learn how logical reasoning—deductive, inductive, abductive, and causal, enhances AI fine-tuning, reduces hallucinations, and strengthens real-world applications in healthcare, autonomous systems, finance, and beyond.
Feb 27, 2025
Integrating Multimodal Annotation Tools and Human-in-the-loop for AI Workflows on Databricks
iMerit’s Ango Hub integrates with Databricks to simplify AI data workflows. With multimodal annotation tools, human-in-the-loop processes, and automation, teams can manage data labeling, model fine-tuning, and ML pipelines more efficiently.
Feb 21, 2025
Data Annotation for Ambient Scribe
Learn what ambient scribe is and the importance of data annotation for accurate clinical documentation and better contextual understanding.
Feb 7, 2025
Driving the Future: iMerit Established Automotive AI Hub in Coimbatore
iMerit launches its Automotive AI Center of Excellence in Coimbatore, strengthening its role in AI-driven data solutions. With Ango Hub at its core, the center accelerates innovation in autonomous mobility and multisensor fusion.
Feb 6, 2025
Adapting DMS Technology to Handle Unstructured Traffic and Diverse Behavior
Discover how Driver Monitoring Systems (DMS) enhance road safety in India by detecting driver fatigue, distraction, and drowsiness. Learn about AI-powered DMS, its adoption challenges, and its impact on unstructured traffic.
Dec 10, 2024
Medical Image Annotation: Techniques, Tools, and Best Practices
Discover the essential process of medical image annotation in this comprehensive guide. Learn about key techniques, tools, and best practices used to annotate medical images accurately, and explore how AI and human collaboration enhance the quality and efficiency of medical data labeling.
Dec 6, 2024
AWS Nova Models: Testing Multimodal Capabilities on iMerit’s Ango Hub
Discover AWS Nova models tested on iMerit’s Ango Hub. Learn about their text, multi-modal , and language detection capabilities with seamless integration.
Nov 28, 2024
Master List of 179 Leading 3D Point Cloud Datasets for Industry-Specific Applications
3D point cloud datasets are transforming industries by enabling precise mapping and modeling. Explore a curated list of 176 datasets tailored for applications in autonomous vehicles, urban planning, healthcare, and more.
Nov 26, 2024
Top 28 Leading 3D Point Cloud Datasets for Autonomous Driving and Perception
3D point cloud datasets are critical for autonomous driving, supporting real-time perception, object detection, and HD mapping. Explore 25 datasets shaping the future of safe and reliable navigation.
Nov 26, 2024
27 3D Point Cloud Datasets to Enhance Your Computer Vision Models
3D point cloud datasets are essential for computer vision tasks like object detection, scene reconstruction, and depth perception. Check out 25 top datasets advancing these applications.
