Data annotation & labeling blog.

Subscribe

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.

data annotation

Customizing Your Annotation Experience with CVAT Features

CVAT is a powerful open-source image and video annotation tool that offers a wide range of customization features to enhance your annotation experience. With CVAT, you have the flexibility to personalize the platform and tailor it to your specific needs, whether it's custom tools, personalization options, or feature

machine learning

Integrating CVAT with Python for Efficient Workflows

The quality of Deep Learning-based algorithms strongly depends on the quality of training data employed. This is especially true in the Computer Vision domain. Poor data quality leads to worse predictions, increased training times, and the need for bigger datasets. FiftyOne and CVAT can be used together to help you

bounding boxes

Navigating the CVAT Interface: Tips and Tricks

CVAT is a powerful web-based open-source image annotation tool developed by Intel and now maintained by OpenCV. Its user-friendly interface and extensive annotation features make it a popular choice for object detection, classification, tracking, and segmentation tasks. In this article, we will delve into the CVAT user interface and provide

Video Annotation

Mastering Video Annotation with CVAT

CVAT is a powerful video labeling tool and platform for data annotation in computer vision projects. It simplifies the process of annotating images and videos for object detection, semantic segmentation, and keypoint annotation. With CVAT, users can easily manage annotation projects, interpolate annotations for accurate representation of object movements, and

Computer Vision Annotation

Step-by-Step Guide to Setting Up CVAT on AWS

CVAT (Computer Vision Annotation Tool) is a powerful AI annotation tool used for efficient image annotation. In this step-by-step guide, we will walk you through the process of setting up CVAT on AWS to streamline your AI model development. By following these instructions, you will be able to deploy and

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