Leading Data

Annotation Platform

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

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Built by and for machine learning professionals.

CVAT’s blazing-fast, intuitive user interface, was designed by working closely with real-world teams solving real-world problems.

Trusted by companies big and small

From medical to retail to autonomous vehicles, world’s most ambitious AI teams use CVAT as a part of their AI workflow every day.

Improving Industries
With AI

CVAT is used across a wide range of industries and professions to get the job done.

CVAT usage can be helpful in different types of medical research and investigations. For example, based on corresponding medical images, you can train a neural network to recognize signs of disease in the early stages.

Train a neural network to recognize signs of disease in the early stages.

Shelf management, Retail logistics, Product recognition, Shoplifting prevention, Cashierless checkouts and more.

Monitor agricultural crops and livestock, analyze and optimize roads and traffic layouts, or remotely track dangerous environments.

Analyze and correct athlete motions, test new training schemes, develop AI coaching, and monitor overall fitness.

Pedestrian and vehicle tracking, driver's action recognition and many other scenarios.

Tracking employees activity, searching for production defects, optimization in production resources, etc.

CVAT is the best choice for your vision task

No matter what your input data or expected results are, CVAT is ready. It works great with images, videos, and even 3D.

Vision Data - semantic/instance segmentation

Image Classification

Object Detection

Segmentation

Point Clouds/LIDAR

3D Cuboids

Video Annotation

Skeleton

FEATURES

Advanced features for state-of-the-art
workflows

Auto Annotation

Annotate data up to 10x faster by using the integrated AI or add your own model.

Every Tool In The Box

Bounding boxes, polygons, points, skeletons, cuboids, trajectories, and more.

Your Data In the Cloud

Store datasets privately, in any format, in the cloud. We support AWS S3, Google Cloud Storage, and Azure Blob Storage.

Algorithmic Assistance

Annotate more efficiently with automated interactive algorithms like intelligent scissors, histogram equalization, and more.

Management & Analytics

Gain actionable insights with metrics such as annotator working hours, objects per hour and more.

Auto-Annotation

Annotate data up to 10x faster by using the integrated AI or add your own model.

Every Tool In The Box

Bounding boxes, polygons, points, skeletons, cuboids, trajectories, and more.

Your Data In the Cloud

Store datasets privately, in any format, in the cloud. We support AWS S3, Google Cloud Storage, and Azure Blob Storage.

Algorithmic Assistance

Annotate more efficiently with automated interactive algorithms like intelligent scissors, histogram equalization, and more.

Management & Analytics

Gain actionable insights with metrics such as annotator working hours, objects per hour and more.

19 Annotation Formats

✦ PASCAL VOC and mask

✦ CVAT

✦ YOLO

✦ Datumaro

✦ TF detection API

✦ LabelMe

✦ CamVid

✦ MOT

✦ WIDER Face

✦ MOTS

✦ VGGFace2

✦ COCO

✦ Cityscapes

✦ Market-1501

✦ KITTI

✦ ICDAR13/15

✦ LFW

✦ Open Images

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Community

Discord channel

Get your questions answered in our discord.

DISCORD COMMUNITY ➔

Community

Want to contribute?

You are welcome! Create a PR on our GitHub.

GO TO CONTRIBUTION PAGE ➔

Sudhir
Kumar Singh

Vimaan uses CVAT as its primary data annotation tool and selected this tool after a thorough evaluation of alternative tools both in open source and closed domain.

Ph.D. - Chief Technology Officer

Gary
Bradski

Like OpenCV, CVAT has grown organically through the community. In computer vision and AI data is everything. Without the right data, none of the current or future of AI is possible. CVAT is the best data annotation tool around, and we’re proud to have them with us at OpenCV.AI.

President of OpenCV

Chris
Hall

CVAT supports the widest variety of computer vision annotation tasks of any tool we have used or evaluated in the years I have worked in computer vision...

Computer Vision Engineer — Vivint Smart Home

CVAT supports the widest variety of computer vision annotation tasks of any tool we have used or evaluated in the years I have worked in computer vision - classification, tracking, object detection, pose, attributes, and more! Gone are the days where we need to design our own labeling tool in-house to support a critical labeling feature. CVAT has multiple deployment paradigms which allow: working on locally in a development environment, deploying for a small team, or even deploying to a large team. It has a large, vibrant, active, responsive, and open community. The project’s documentation is extensive and helpful for developers and annotators alike. Many third party tools integrate with CVAT providing advanced features while not locking users into one suite of tools. The open-source model is empowering.

Tomer
Gorovici

Point.AI uses CVAT as our core annotation tool and has implemented the tool with many of our customers after countless successful projects. The fast growing versatile tool allows us to support many types of projects - quickly, easily and reliably for the past couple of years.

Co-Founder at Point.AI

Leading Data

Train a neural network to recognize signs of disease in the early stages.

Shelf management, Retail logistics, Product recognition, Shoplifting prevention, Cashierless checkouts and more.

Monitor agricultural crops and livestock, analyze and optimize roads and traffic layouts, or remotely track dangerous environments.

Analyze and correct athlete motions, test new training schemes, develop AI coaching, and monitor overall fitness.

Pedestrian and vehicle tracking, driver's action recognition and many other scenarios.

Tracking employees activity, searching for production defects, optimization in production resources, etc.

Auto-Annotation

Every Tool In The Box

Your Data In the Cloud

Algorithmic Assistance

Management & Analytics

Save Time, Annotate Better

Save Time,
Annotate Better