Hive Data vs. Prodigy Comparison


Hive Data Hive	Prodigy Explosion	+	+
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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.	About Radically efficient machine teaching. An annotation tool powered by active learning. Prodigy is a scriptable annotation tool so efficient that data scientists can do the annotation themselves, enabling a new level of rapid iteration. Today’s transfer learning technologies mean you can train production-quality models with very few examples. With Prodigy you can take full advantage of modern machine learning by adopting a more agile approach to data collection. You'll move faster, be more independent and ship far more successful projects. Prodigy brings together state-of-the-art insights from machine learning and user experience. With its continuous active learning system, you're only asked to annotate examples the model does not already know the answer to. The web application is powerful, extensible and follows modern UX principles. The secret is very simple: it's designed to help you focus on one decision at a time and keep you clicking – like Tinder for data.
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	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Organizations interested in a comprehensive data labeling platform	Audience Data scientists, AI developers, data labelers
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 $25 per 1,000 annotations Free Version Not Supported Free Trial Not Supported	Pricing $490 one-time fee Per seat, available in packs of 5 seats 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 Hive Founded: 2013 United States thehive.ai/data-labeling	Company Information Explosion Founded: 2016 Germany prodi.gy/
Alternatives Alegion	Alternatives Labelbox
BasicAI	BasicAI
Clarifai	CloudFactory
V7 Darwin V7	Alegion
Supervisely View All	Keymakr View All
Categories AI Vision Models Supported Computer Vision Supported Data Annotation Supported Data Labeling Supported Image Annotation Supported Image Recognition Supported Video Annotation Supported	Categories Data Annotation Supported Data Labeling Supported Image Annotation Supported Machine Learning Supported Natural Language Processing 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	Data Labeling Features Human-in-the-loop Not Supported Labeling Automation Supported Labeling Quality Not Supported Performance Tracking Not Supported Polygon, Rectangle, Line, Point Not Supported SDK Not Supported Supports Audio Files Not Supported Task Management Supported Team Collaboration Not Supported Training Data Management Not Supported
Integrations Apache Atlas Supported Hive AutoML Supported Quickwork Supported Style Intelligence Supported Taxi for Email Supported Toad Intelligence Central Supported Wyn Enterprise Supported ZenML Not Supported bipp Supported View All 8 Integrations	Integrations Apache Atlas Not Supported Hive AutoML Not Supported Quickwork Not Supported Style Intelligence Not Supported Taxi for Email Not Supported Toad Intelligence Central Not Supported Wyn Enterprise Not Supported ZenML Supported bipp Not Supported View All 1 Integration
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