Hive Data vs. OpenCV Comparison


Hive Data Hive	OpenCV	+	+
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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 OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in commercial products. Being a BSD-licensed product, OpenCV makes it easy for businesses to utilize and modify the code. The library has more than 2500 optimized algorithms, which includes a comprehensive set of both classic and state-of-the-art computer vision and machine learning algorithms. These algorithms can be used to detect and recognize faces, identify objects, classify human actions in videos, track camera movements, track moving objects, extract 3D models of objects, produce 3D point clouds from stereo cameras, and stitch images together to produce a high-resolution image of an entire scene, find similar images from an image database, remove red eyes from images taken using flash, follow eye movements, recognize scenery, etc.
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 Supported iPad Supported Android Supported Chromebook Not Supported
Audience Organizations interested in a comprehensive data labeling platform	Audience Developers in search of an open-source software library providing the infrastructure to create computer vision applications and
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 Not 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 Free Free Version 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 Supported
Company Information Hive Founded: 2013 United States thehive.ai/data-labeling	Company Information OpenCV United States opencv.org/about/
Alternatives Alegion	Alternatives SimpleCV
BasicAI	OpenFaceTracker
Clarifai	Folio3 Folio3 Software
V7 Darwin V7	Darknet
Supervisely View All	Google Cloud Vision AI Google 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 Computer Vision Supported Machine Learning Supported
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 Show More Features 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
Integrations Akira AI Not Supported Apache Atlas Supported C++ Not Supported Dash Not Supported Hive AutoML Supported Intel Open Edge Platform Not Supported Java Not Supported MATLAB Not Supported OculiX Not Supported Python Not Supported Quickwork Supported Style Intelligence Supported Taxi for Email Supported Thunder Compute Not Supported Toad Intelligence Central Supported Weasis Not Supported Wyn Enterprise Supported bipp Supported thumbor Not Supported Show More Integrations View All 8 Integrations	Integrations Akira AI Supported Apache Atlas Not Supported C++ Supported Dash Supported Hive AutoML Not Supported Intel Open Edge Platform Supported Java Supported MATLAB Supported OculiX Supported Python Supported Quickwork Not Supported Style Intelligence Not Supported Taxi for Email Not Supported Thunder Compute Supported Toad Intelligence Central Not Supported Weasis Supported Wyn Enterprise Not Supported bipp Not Supported thumbor Supported Show More Integrations View All 11 Integrations
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