Data annotation & labeling blog.

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Maxim Dupont

Maxim Dupont is the founder of LabelVisor, a scientist & software engineer. His hobby of writing tech reviews has become his new way of life. His belief is that together we can achieve the best world.

Image Annotation

Optimizing Image Annotation with CVAT: A Complete Guide

CVAT is a powerful open-source platform designed for annotating images and videos for machine learning and computer vision projects. It supports various annotation types like bounding boxes, polygons, and keypoints. This guide will walk you through the step-by-step process of setting up CVAT for efficient and accurate data annotation. Installing

Annotation Tool

CVAT vs Labelbox: Which Annotation Tool Wins?

Data labeling plays a vital role in the development of supervised machine learning models, especially in the field of computer vision. With numerous image annotation tools available, it can be challenging to determine which one is the best fit for your projects. In this article, we will compare two popular

Data Annotator

What it Takes to Be a Data Annotator: Skills and Requirements

Becoming a freelance data annotator provides flexibility and the ability to work from home. Data annotators label data points used to train machine learning models. They perform various types of data annotation tasks, such as bounding boxes, video marking, transcription, translation, and text copying. Freelance data annotators have control over

Data Annotation

Data Annotation's Role in Machine Learning: An Overview

Data annotation is a fundamental component of machine learning, playing a vital role in training models and enabling them to understand and interpret data accurately. By providing labeled data, annotations serve as the ground truth that guides machine learning algorithms in learning patterns and making accurate predictions. Various types of

Data Annotators

Data Annotator Salaries: Trends and Analysis

Welcome to our comprehensive analysis of data annotator salaries. In this article, we will delve into the trends and factors that influence the compensation landscape for data annotators. Whether you are a data annotator looking to negotiate your salary or an industry professional curious about the current state of play,

Managing Data Annotation

Managing Data Annotation Projects Effectively

Data scientists and ML teams often struggle to move their models into production or achieve desired performance. About 80% of ML projects never reach deployment, and profitable deployments are only achieved 60% of the time. The quality of the training dataset is a significant challenge for ML teams. ML performance

Data Annotation Software

In-Depth Reviews: Top Data Annotation Software of 2024

Welcome to our comprehensive review of the top data annotation software of 2024. If you're working on AI and machine learning projects, you know how crucial accurate and carefully labeled data is for training models. Finding the best data annotation software can greatly enhance your annotation process and