Lightly Alternatives

Lightly is described as 'Helps machine learning teams to build better models through better data. It helps to curate unlabelled data to improve its quality for model training' and is an app in the development category. There are eight alternatives to Lightly for a variety of platforms, including Web-based, SaaS, Self-Hosted, Python and Mac apps. The best Lightly alternative is Trifacta. It's not free, so if you're looking for a free alternative, you could try Data Wrangler or FiftyOne. Other great apps like Lightly are Label Box, Dataloop.io, Dataloop AI and Deep Block.

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Alternatives list

  1. Trifacta icon
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    Data Transformation Platform. It has intuitive distribution charts, auto-generated scripts, machine learning for suggestion of data cleanup and transformation.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
    • OpenRefine
     
    • Trifacta is the most popular Web-based alternative to Lightly.

    • Trifacta is the most popular commercial alternative to Lightly.

    • Trifacta is Paid and ProprietaryLightly is Free and Open Source
  2.  2 likes
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    Wrangler is an interactive tool for data cleaning and transformation. Spend less time formatting and more time analyzing your data.

    Why wrangle? Too much time is spent manipulating data just to get analysis and visualization tools to read it. Wrangler is designed to accelerate.

    Cost / License

    • Free Personal
    • Proprietary

    Alerts

    • Discontinued

    Platforms

    • Online
     
    • Data Wrangler is the most popular free alternative to Lightly.

    • Data Wrangler is Free Personal and ProprietaryLightly is Free and Open Source
  3. Label Box icon
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    A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Online
     
  4. FiftyOne icon
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    FiftyOne provides the building blocks for optimizing your dataset analysis pipeline, including visualizing complex labels, evaluating your models, exploring scenarios of interest, identifying failure modes, finding annotation mistakes, and much more!.

    Cost / License

    Platforms

    • Mac
    • Windows
    • Linux
     
    • FiftyOne is the most popular Windows, Mac & Linux alternative to Lightly.

    • FiftyOne is the most popular Open Source alternative to Lightly.

    • FiftyOne is Free and Open SourceLightly is also Free and Open Source
  5.  2 likes
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    Effortless monitoring for your online service.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
     
  6. Copy a direct link to this comment to your clipboard

    DataLoop’s mission is to supply organizations with the solution to rapidly develop and deploy AI products with high accuracy at a minimal cost.

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Online
     
  7. Copy a direct link to this comment to your clipboard

    Deep Block is the world's fastest AI-powered remote sensing imagery analysis solution. Train your own AI models to detect instantly any objects in large satellite, aerial, and drone images. With its no-code data labeling interface, you can achieve your MLOps projects in...

    Cost / License

    • Subscription
    • Proprietary

    Platforms

    • Software as a Service (SaaS)
     
    • Deep Block is the most popular SaaS alternative to Lightly.

    • Deep Block is Paid and ProprietaryLightly is Free and Open Source
  8. DataChain icon
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    DataChain builds a suite of tools for data preprocessing and management, experiment tracking, ML models versioning, and pipeline automation.

    Cost / License

    Platforms

    • Python
    • Online
    • Software as a Service (SaaS)
    • Self-Hosted
     
    • DataChain is the most popular Self-Hosted alternative to Lightly.

    • DataChain is Freemium and Open SourceLightly is Free and Open Source
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