CVAT vs. Dataloop AI 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 Manage unstructured data and pipelines to develop AI solutions at amazing speed. Enterprise-grade data platform for vision AI. Dataloop is a one-stop shop for building and deploying powerful computer vision pipelines data labeling, automating data ops, customizing production pipelines and weaving the human-in-the-loop for data validation. Our vision is to make machine learning-based systems accessible, affordable and scalable for all. Explore and analyze vast quantities of unstructured data from diverse sources. Rely on automated preprocessing and embeddings to identify similarities and find the data you need. Curate, version, clean, and route your data to wherever it’s needed to create exceptional AI applications.
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 AI/ML Teams, Organizations that need a data labeling platform
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 Not 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 No information available. Free Version Not 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 Dataloop AI Founded: 2017 United States dataloop.ai/
Alternatives Label Studio	Alternatives Deep Block Omnis Labs
Mindkosh Mindkosh AI	Encord
Pictograph	Heartex
Anolytics	Ango Hub iMerit
Keylabs View All	SuperAnnotate View All
Categories Data Annotation Supported Data Labeling Supported Image Annotation Supported Video Annotation Supported	Categories Computer Vision Supported Data Annotation Supported Data Labeling Supported Deep Learning Supported Image Annotation Supported Machine Learning Supported RLHF 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 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 Deep Learning Features Convolutional Neural Networks Supported Document Classification Supported Image Segmentation Supported ML Algorithm Library Not Supported Model Training Not Supported Neural Network Modeling Not Supported Self-Learning Supported Visualization Supported Machine Learning Features Deep Learning Supported ML Algorithm Library Not Supported Model Training Not Supported Natural Language Processing (NLP) Not Supported Predictive Modeling Not Supported Statistical / Mathematical Tools Not Supported Templates Not Supported Visualization Supported
Integrations Amazon S3 Supported Azure Blob Storage Supported Cogito Not Supported Google Cloud Platform Not Supported Google Cloud Storage Supported IBM watsonx.data Not Supported Innovatiana Supported Lightly Supported Mindkosh Supported Visual Layer Supported Voxel51 Supported Show More Integrations View All 8 Integrations	Integrations Amazon S3 Supported Azure Blob Storage Not Supported Cogito Supported Google Cloud Platform Supported Google Cloud Storage Not Supported IBM watsonx.data Supported Innovatiana Not Supported Lightly Not Supported Mindkosh Not Supported Visual Layer Not Supported Voxel51 Not Supported Show More Integrations View All 4 Integrations
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