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Labeling AI is a data annotation service for creating labeled datasets used to train and evaluate machine-learning models. It is aimed at AI teams that need human-assisted labeling workflows across common data types, including images, text, and video.
💡 Pick it for an extensible, open-source annotation platform with strong support for varied data types.
Label Studio is a versatile data labeling tool with support for various data types and tasks.
Free and Paid plans available
💡 Pick it for enterprise-grade dataset operations, review workflows, and collaboration.
Labelbox is a commercial data-labeling platform for building, managing, and evaluating machine-learning datasets. It targets enterprise AI teams with workflow automation, model-assisted...
Free tier; paid plans custom
💡 Pick it for free, technically powerful image and video annotation, especially computer-vision projects.
CVAT is an open-source video and image annotation tool.
Free and open-source
💡 Pick it for managed, collaborative annotation with strong quality control and automation.
SuperAnnotate is a data annotation and AI data-management platform for images, video, text, and other machine-learning data. It targets professional and enterprise...
Free trial; paid plans custom
Encord
💡 Pick it when labeling must connect closely to dataset curation, evaluation, and model performance.
Encord is an AI data-development platform combining annotation, dataset curation, quality evaluation, and model testing. It is aimed at teams developing computer-vision...
Free tier; paid plans custom
Dataloop
💡 Pick it for large-scale data operations that combine annotation, automation, and production pipelines.
Dataloop is an enterprise data-engineering and annotation platform for preparing datasets used in computer vision, generative AI, and other machine-learning applications. It...
Pricing custom
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