CVAT vs. Diffgram Data Labeling 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 Your AI Data Platform Quality Training Data for Enterprise Data Labeling Software for Machine Learning Free on your Kubernetes Cluster Up to 3 Users. TRUSTED BY 5,000 HAPPY USERS WORLDWIDE Images, Video, Text Spatial Tools Quadratic Curves, Cuboids, Segmentation, Box, Polygons, Lines, Keypoints, Classification Tags, and More Use the exact spatial tool you need. All tools are easy to use, fully editable, and powerful ways to represent your data. All tools are available in Video. Attribute Tools More Meaning. More degrees of freedom through: Radio buttons. Multiple select. Date pickers. Sliders. Conditional logic. Directional Vectors. And more! You can capture complex knowledge and encode it into your AI. Streaming Data Automation Up to 10x Faster then manual labeling
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 Supported Mac Supported Linux 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 ML Teams
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support 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 Free https://www.diffgram.com/pricing Free Version Supported Free Trial 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 Supported Live Online Supported In Person Supported
Company Information CVAT www.cvat.ai/	Company Information Diffgram Founded: 2018 Santa Clara CA www.diffgram.com
Alternatives Label Studio	Alternatives Alegion
Mindkosh Mindkosh AI	Colabeler
Anolytics	V7 Darwin V7
Keylabs	Mindkosh Mindkosh AI
Scalabel View All	Keylabs View All
Categories Data Annotation Supported Data Labeling Supported Image Annotation Supported Video Annotation Supported	Categories Data Annotation Supported Data Labeling Supported Image Annotation Supported Video Annotation Supported
	Data Labeling Features Human-in-the-loop Supported Labeling Automation Supported Labeling Quality Supported Performance Tracking Supported Polygon, Rectangle, Line, Point Supported SDK Supported Supports Audio Files Supported Task Management Supported Team Collaboration Supported Training Data Management Supported
Integrations AWS CloudFormation Not Supported Amazon S3 Supported Amazon Web Services (AWS) Not Supported Azure Blob Storage Supported Google Cloud Platform Not Supported Google Cloud Storage Supported Innovatiana Supported Kubernetes Not Supported Labelbox Not Supported Lightly Supported Microsoft Azure Not Supported Mindkosh Supported Scale GenAI Platform Not Supported TensorFlow Not Supported Visual Layer Supported Voxel51 Supported Show More Integrations View All 8 Integrations	Integrations AWS CloudFormation Supported Amazon S3 Not Supported Amazon Web Services (AWS) Supported Azure Blob Storage Not Supported Google Cloud Platform Supported Google Cloud Storage Not Supported Innovatiana Not Supported Kubernetes Supported Labelbox Supported Lightly Not Supported Microsoft Azure Supported Mindkosh Not Supported Scale GenAI Platform Supported TensorFlow Supported Visual Layer Not Supported Voxel51 Not Supported Show More Integrations View All 8 Integrations
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