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1cleanlab / cleanlabCleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.PythonApache-2.0 · PermissiveInsufficient rank history11,728937——2026-01-13

2voxel51 / fiftyoneRefine high-quality datasets and visual AI modelsTypeScriptApache-2.0 · PermissiveInsufficient rank history11,266842——2026-11-03

3Docta-ai / doctaA Doctor for your dataPythonNOASSERTION · Restricted / unknownInsufficient rank history3,479256——2026-06-16

4visual-layer / fastdupfastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.PythonNOASSERTION · Restricted / unknownInsufficient rank history1,91795——2026-08-23

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