1. [Home](https://www.g2.com/) 2. ... 3. [Data Labeling Software](https://www.g2.com/categories/data-labeling) 4. [CVAT Discussions](https://www.g2.com/products/cvat/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b1523c6aab1da689787fb89569456967/cvat.png "Product Avatar Image") ![Reward for good CVAT reviews](https://images.g2crowd.com/uploads/report_medal_translation/image/38891/medal.svg "Reward for good CVAT reviews") ](/products/cvat/reviews) [ CVAT ](/products/cvat/reviews) (62)4.5/5 Company Overview: CVAT.ai is a global provider of data annotation tools and services, known for developing one of the most popular open-source annotation tools, CVAT. In addition to the open-source platform, we offer professional data labeling services, an Enterprise version of CVAT, as well as consulting and customization services to meet specific client needs. Our team supports businesses and AI researchers worldwide in efficiently managing data annotation for computer vision projects. Key Features: - Popular Open-Source Tool: CVAT is trusted by thousands of developers and organizations globally. - Data Labeling Services: We provide expert data labeling services to handle projects from start to finish. - Enterprise Version of CVAT: The Enterprise version offers advanced features, support, and scalability for larger organizations. - Consulting and Customization: We offer consulting services and can customize CVAT to match your project needs. Learn more about our approach to consulting and feature requests here. - AI-Assisted Automation: Our platform uses AI to enhance labeling efficiency and accuracy. - Team Collaboration: Teams can collaborate seamlessly on large-scale projects. - Customizable and Scalable: CVAT can be adapted to your project size and needs. - Secure: We meet global data privacy and security standards. What We Solve: CVAT.ai helps users reduce manual efforts by making data annotation faster, more accurate, and easy to manage. Through our open-source platform, professional labeling services, consulting, and the Enterprise version, we offer a flexible, comprehensive solution for any computer vision project. Show More * * * ### 34 Discussions ### 34 Participants ### 66.0 Nps Score Already have CVAT? ### All CVAT Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • 25 days ago Tech Lead - AI & Sportech Tech Lead - AI & Sportech More Options - [ # How reliable has CVAT Cloud been for uploads and auto-annotation jobs? ](/discussions/how-reliable-has-cvat-cloud-been-for-uploads-and-auto-annotation-jobs) I use CVAT for computer vision annotation in sports and like how simple the GUI is, with live saving, export, and clear tracking of label and image status so I can see progress. File management also feels stable and easy to understand. But in the cloud version, uploads or automatic annotation... 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