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.

Data Annotation

Exploring CVAT's Export Formats for Data Annotation

In this section, we will introduce CVAT and its export formats for data annotation. CVAT is a popular open-source tool used for image and video annotation. It supports multiple export formats for different annotation tasks, including YOLO, Pascal VOC, MS COCO, and more. These export formats are crucial for ensuring

computer vision

Enhancing Team Collaboration with CVAT

In today's fast-paced and ever-evolving world of AI annotation, collaborative teamwork is crucial for success. CVAT (Computer Vision Annotation Tool) is a cutting-edge collaborative annotation platform that empowers teams to achieve seamless collaboration and efficiency in their AI-powered computer vision projects. With its comprehensive suite of features, CVAT

data annotation

Leveraging CVAT for Machine Learning Projects

When it comes to machine learning projects, precise data labeling plays a crucial role in ensuring accurate model training and performance. To achieve this level of accuracy, developers and researchers need a reliable computer vision annotation tool. That's where CVAT comes in. CVAT, short for Computer Vision Annotation

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