Data Labeling

Data Labeling

Panoptic Segmentation – Data Annotation Guide

Panoptic Segmentation – Data Annotation Guide

Over the past few decades, computer vision has made remarkable progress. What once involved recognizing simple geometric shapes has evolved […]

3D Cuboid Annotation: Features and Applications

3D Cuboid Annotation: Features and Applications

What is a 3D Cuboid? A 3D cuboid is a volumetric bounding box in the shape of a rectangular prism […]

What is Text Annotation?

What is Text Annotation?

1. Introduction: What is Text Annotation? Ever tried reading an ancient script with no translation? The symbols look interesting, but […]

The Art and Science of Data Collection for Machine Learning: A Comprehensive Guide

The Art and Science of Data Collection for Machine Learning: A Comprehensive Guide

Introduction In the realm of machine learning (ML), data is the driving force that shapes intelligent systems. Much like how […]

What is Image Segmentation?

What is Image Segmentation?

Image segmentation is a pivotal process in computer vision that involves partitioning an image into distinct regions or segments. Each […]

Mastering Audio Transcription: Tools, Techniques, and AI-Powered Innovations

Mastering Audio Transcription: Tools, Techniques, and AI-Powered Innovations

Audio transcription is the backbone of many modern workflows, transforming spoken words into text to make content accessible, searchable, and […]

15 Best Data Annotation Tools of 2025

15 Best Data Annotation Tools of 2025

In the ever-evolving landscape of Machine Learning (ML) and Artificial Intelligence (AI), quality data is king. The performance of models, […]

What is iBeta certification?

What is iBeta certification?

iBeta Certification Definition Imagine a world where your face, voice, or fingerprint unlocks everything from your phone to your bank […]

Annotating with Polygons: Best Practices

Annotating with Polygons: Best Practices

Polygon annotation is a cornerstone of computer vision (CV), used for marking objects with precise boundaries. This technique enables machine […]

Annotating With Bounding Boxes – Best Practices

Annotating With Bounding Boxes – Best Practices

Introduction to Bounding Box Annotation Bounding box annotation is foundational to computer vision projects that rely on accurately identifying and […]

Image Classification in Machine Learning: A Complete Guide

Image Classification in Machine Learning: A Complete Guide

In our increasingly digital world, image classification stands out as a foundational technology that enables machines to understand and interpret […]

What is Semantic Segmentation?

What is Semantic Segmentation?

Image segmentation is a core task in computer vision that involves dividing an image into multiple segments or regions, typically […]

Semantic vs Instance Segmentation: All the Differences

Semantic vs Instance Segmentation: All the Differences

In the rapidly advancing field of computer vision, image segmentation plays a pivotal role in enabling machines to understand and […]

What is Training Data? – A Complete Guide 2024

What is Training Data? – A Complete Guide 2024

Why is Training Data Important? Training data is the foundation of Machine Learning (ML) models. Without good-quality training data, even […]

Data labeling vs. data annotation: everything you need to know

Data labeling vs. data annotation: everything you need to know

Data labeling and data annotation might sound similar, but they play different roles in making smart computer programs. In this […]

Keypoint Annotation: a Comprehensive Guide

Keypoint Annotation: a Comprehensive Guide

Ever wondered how machines can recognize faces, estimate human poses, or detect objects with pinpoint accuracy? The answer lies in […]

Automated Data Annotation – Complete Guide

Automated Data Annotation – Complete Guide

Introduction to Data Annotation Data annotation is one of the greatest achievements in machine learning (ML) as of late. It's […]

Ensuring Data Quality in AI

Ensuring Data Quality in AI

Why Is Data Quality Important in AI? The performance of intelligence (AI) systems greatly depends on the quality of the […]

Human-on-the-loop in Machine Learning: What Is It and What It Isn’t

Human-on-the-loop in Machine Learning: What Is It and What It Isn’t

Getting deeper into machine learning, we come across the concept of Human-on-the-Loop (HOTL). This is an approach where human intelligence […]

How To Generate Synthetic Data: Full Guide

How To Generate Synthetic Data: Full Guide

Introduction What is Synthetic Data? What if we could create data that didn’t even exist yet, but still reflected the […]

This website uses cookies to enhance your experience, analyze traffic, and deliver personalized content and ads. By clicking "Accept", you consent to the use of cookies, as described in our Cookie Policy. Please choose your cookie preference.