CVAT vs. Hive Data Comparison


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About 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. CVAT’s blazing-fast, intuitive user interface, was designed by working closely with real-world teams solving real-world problems. From medical to retail to autonomous vehicles, world’s most ambitious AI teams use CVAT as a part of their AI workflow every day. No matter what your input data or expected results are, CVAT is ready. It works great with images, videos, and even 3D. Bounding boxes, polygons, points, skeletons, cuboids, trajectories, and more. Annotate more efficiently with automated interactive algorithms like intelligent scissors, histogram equalization, and more. Gain actionable insights with metrics such as annotator working hours, objects per hour, and more.	About Create training datasets for computer vision models with our fully managed solution. We believe that data labeling is the most important factor in building effective deep learning models. We are committed to being the field's leading data labeling platform and helping companies take full advantage of AI's capabilities. Organize your media with discrete categories. Identify items of interest with one or many bounding boxes. Like bounding boxes, but with additional precision. Annotate objects with accurate width, depth, and height. Classify each pixel of an image. Mark individual points in an image. Annotate straight lines in an image. Measure, yaw, pitch, and roll of an item of interest. Annotate timestamps in video and audio content. Annotate freeform lines in an image.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Companies searching for an open data annotation platform	Audience Organizations interested in a comprehensive data labeling platform
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $33 per month Free Version Supported Free Trial Not Supported	Pricing $25 per 1,000 annotations Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information CVAT www.cvat.ai/	Company Information Hive Founded: 2013 United States thehive.ai/data-labeling
Alternatives Label Studio	Alternatives Alegion
Mindkosh Mindkosh AI	BasicAI
Anolytics	Clarifai
Keylabs	V7 Darwin V7
Scalabel View All	Supervisely View All
Categories Data Annotation Supported Data Labeling Supported Image Annotation Supported Video Annotation Supported	Categories AI Vision Models Supported Computer Vision Supported Data Annotation Supported Data Labeling Supported Image Annotation Supported Image Recognition Supported Video Annotation Supported
	Data Labeling Features Human-in-the-loop Not Supported Labeling Automation Supported Labeling Quality Supported Performance Tracking Not Supported Polygon, Rectangle, Line, Point Not Supported SDK Supported Supports Audio Files Supported Task Management Not Supported Team Collaboration Supported Training Data Management Not Supported Show More Features Computer Vision Features Blob Detection & Analysis Supported Building Tools Supported Image Processing Supported Multiple Image Type Support Supported Reporting / Analytics Integration Supported Smart Camera Integration Supported
Integrations Amazon S3 Supported Apache Atlas Not Supported Azure Blob Storage Supported Google Cloud Storage Supported Hive AutoML Not Supported Innovatiana Supported Lightly Supported Mindkosh Supported Quickwork Not Supported Style Intelligence Not Supported Taxi for Email Not Supported Toad Intelligence Central Not Supported Visual Layer Supported Voxel51 Supported Wyn Enterprise Not Supported bipp Not Supported Show More Integrations View All 8 Integrations	Integrations Amazon S3 Not Supported Apache Atlas Supported Azure Blob Storage Not Supported Google Cloud Storage Not Supported Hive AutoML Supported Innovatiana Not Supported Lightly Not Supported Mindkosh Not Supported Quickwork Supported Style Intelligence Supported Taxi for Email Supported Toad Intelligence Central Supported Visual Layer Not Supported Voxel51 Not Supported Wyn Enterprise Supported bipp Supported Show More Integrations View All 8 Integrations
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