CVAT
Annotate better with CVAT, the industry-leading data engine for machine learning.
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Description:
CVAT is an open-source data annotation platform that helps teams of any size annotate data for machine learning. It is used by companies big and small in a variety of industries, including healthcare, retail, and automotive. CVAT is known for its intuitive user interface, advanced features, and support for a wide range of data formats. It is also highly extensible, allowing users to add their own custom features and integrations.
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Features
- 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.
Advantages
- CVAT is open-source, which means that it is free to use and modify.
- CVAT is cross-platform, which means that it can be used on Windows, Mac, and Linux.
- CVAT has a large and active community of users and developers.
- CVAT is well-documented and easy to use.
- CVAT is extensible, which means that users can add their own custom features and integrations.
Disadvantages
- CVAT can be slow to load large datasets.
- CVAT can be difficult to use for complex annotation tasks.
- CVAT does not support all data formats.
Frequently Asked Questions
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Q:What is CVAT?
A:CVAT is an open-source data annotation platform that helps teams of any size annotate data for machine learning. -
Q:Who uses CVAT?
A:CVAT is used by companies big and small in a variety of industries, including healthcare, retail, and automotive. -
Q:What are the benefits of using CVAT?
A:CVAT is open-source, cross-platform, has a large and active community of users and developers, is well-documented and easy to use, and is extensible. -
Q:How do I get started with CVAT?
A:You can download CVAT from the official website and install it on your computer. There are also a number of tutorials available online that can help you get started. -
Q:Where can I find more information about CVAT?
A:You can find more information about CVAT on the official website, the GitHub repository, or the Discord server.
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