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CVAT vs Great Expectations

CVAT: Open source tool for labeling images, video, 3D and audio data Great Expectations: Open source framework for testing and documenting data quality

Comparison of CVAT, Great Expectations
CVAT
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Great Expectations
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CategoryDatasets and LabelsData Quality
PricingOpen sourceCommunity edition is freeOpen source
Platforms
  • Web
  • API
–
Best for
  • Computer vision teams
  • Data labeling teams
  • ML engineers
  • Data engineers
  • Data analysts
  • Data quality teams
Highlights
  • Draw bounding boxes, polygons and masks on images
  • Annotate video, 3D point clouds and audio
  • Import data from local files or cloud storage
  • Write rules that check each dataset automatically
  • Generate readable Data Docs for test results
  • Run checks from orchestrators on a schedule
GitHub stars17.1k11.9k
Last update2 days ago2 days ago

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