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Active Learning Tools

Alternatives to small-text

The tools Specifiction weighs against small-text, from its list of active learning tools, each with its plans, platforms and spec score.

  1. 01 LightlyStudio
    Free plan Open source Web · Windows · macOS · Linux
    8.5 Visit Specs
  2. 02 Prodigy

    Prodigy suits developers who need to build or tailor annotation workflows and are comfortable with basic Python and the command line.

    Free trial Web · Windows · macOS · Linux
    7.9 Visit Specs
  3. 03 Dataloop

    Dataloop is presented for data engineers, data scientists, software engineers, AI and data leaders, and human reviewers.

    Web · Windows · macOS · Linux
    7.6 Visit Specs
  4. 04 Potato

    Potato suits teams that need to annotate varied media or evaluate AI agents while keeping data on local or self-managed infrastructure.

    Free plan Web · Windows · macOS · Linux
    7.5 Visit Specs
  5. 05 Encord
    Web · API · Self-hosted
    7.1 Visit Specs
  6. 06 Active Learning Toolbox
    Windows · macOS · Linux
    6.2 Visit Specs
  7. 07 Baal
    Windows · macOS · Linux
    6.0 Visit Specs
  8. 08 ActiveTigger
    Web
    5.9 Visit Specs
  9. 09 ALEF
    Linux
    5.9 Visit Specs
  10. 10 Cardinal
    Windows · macOS · Linux
    5.9 Visit Specs
  11. 11 Label Sleuth
    Web · Windows · macOS · Linux
    5.9 Visit Specs
  12. 12 ALToolbox
    5.7 Visit Specs
  13. 13 libact
    Windows · macOS · Linux
    5.7 Visit Specs
  14. 14 modAL
    Windows · macOS · Linux
    5.6 Visit Specs
  15. 15 Orobix Active Learning
    5.3 Visit Specs

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