Data Labeling Companies

Sama alternatives

Managed, ethically sourced data labeling for computer vision and generative AI.

Sweet spot: Teams that want large-scale labeling, especially computer vision, run by a stable vetted workforce, and that care how the workers are treated.

2 managed workforce tools worth comparing, listed below.

  1. iMerit logo

    1.iMerit

    Paid (subscription)

    Expert-staffed annotation and model evaluation, run on its own Ango Hub platform.

    Why pick it:Teams whose labels need real subject-matter judgment, especially in medical imaging, autonomous mobility, and generative-AI evaluation.

  2. Appen logo

    2.Appen

    Paid (subscription)

    A global crowd workforce for data collection and labeling across languages and formats.

    Why pick it:Teams needing large-scale, multilingual data collection or labeling run as a managed service.

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