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Human Annotation: 3 Edge Cases Automation Misses

Human Annotation: 3 Edge Cases Automation Misses

by Shrey Agarwal | Dec 4, 2025 | Data Annotation

Human Annotation is the backbone of today’s AI and Machine Learning Systems. While AI models can process huge amounts of data but they still rely on humans to guide them. If the labels are inconsistent or messy, even the most advanced models can make wrong...
Role of LiDAR Annotation in Autonomous Vehicles

Role of LiDAR Annotation in Autonomous Vehicles

by Shrey Agarwal | Nov 7, 2025 | Data Annotation

LiDAR technology, or Light Detection and Ranging, is a remote sensing technology that uses laser light to measure distances and create detailed 3D maps of objects and the environment. A LiDAR system emits laser pulses, and a receiver captures the reflected light to...
The Role of Data Labeling in Modern AI and ML Projects

The Role of Data Labeling in Modern AI and ML Projects

by Shrey Agarwal | Oct 13, 2025 | Data Annotation

AI and machine learning models can only be good when they are fed the right data. Machines can’t understand the context of images or text without proper data labeling. AI has moved beyond the simple understanding of an image or a sentence to understanding the...
Machine Learning Data Annotation: A Comprehensive Guide

Machine Learning Data Annotation: A Comprehensive Guide

by Shrey Agarwal | Mar 10, 2025 | Data Annotation

Data is the most valuable element in the present world, and as technology has taken over all aspects, data annotation has become crucial. Simply put, data annotation is the process of labeling text, images, audio, or visual data to help machines understand its...
Ultimate Guide To Outsourcing Data Annotation For eCommerce Success

Ultimate Guide To Outsourcing Data Annotation For eCommerce Success

by Shrey Agarwal | Jul 31, 2024 | Data Annotation

Artificial Intelligence (AI) has become critical across every industry. It has changed how we live, work and interact. This is especially evident in the eCommerce and online retail sectors. As per a study, 86 percent of customers can pay more for a better shopping...
Benefits of Data De-Identification: How To Protect Your Sensitive Data?

Benefits of Data De-Identification: How To Protect Your Sensitive Data?

by Shrey Agarwal | Jun 26, 2024 | Data Annotation

As data collection increases, securing the information has also become more important. De-identification can reduce the risks of misusing personal data. This practice enhances data security across different sectors. In this blog, we have mentioned the methods,...
« Older Entries
  • Comparing Manual vs Automated Image Annotation: Which Is Better in 2026?
    Comparing Manual vs Automated Image Annotation: Which Is Better in 2026?
  • Comparison graphic for Semantic Segmentation vs Instance Segmentation
    Semantic Segmentation vs Instance Segmentation: Key Differences
  • The banner image shows why Human Annotation is vital and what automation misses
    Human Annotation: 3 Edge Cases Automation Misses
  • AI vs human content moderation illustration showing digital filters and human reviewers.
    AI vs Human Content Moderation: Who Does Better in Content Filtering?
  • This banner images show Audio Data Labeling for AI Accuracy in 2026
    How to Master Audio Data Labeling for AI Accuracy in 2026

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