Prodigy ML Alternatives

Prodigy ML is described as 'A downloadable annotation tool for NLP and computer vision tasks such as named entity recognition, text classification, object detection, image segmentation, A/B evaluation and more' and is an app. There are more than 10 alternatives to Prodigy ML for a variety of platforms, including Web-based, SaaS, Self-Hosted, Windows and Linux apps. The best Prodigy ML alternative is UniversalDataTool, which is both free and Open Source. Other great apps like Prodigy ML are Argilla, Amazon SageMaker Data Labeling, VGG Image Annotator (VIA) and Meta SAM 2.

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Alternatives list

  1. UniversalDataTool icon

    UniversalDataTool

     22 likes
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    The Universal Data Tool is a User Interface for editing and annotating Images (Computer Vision, Bounding Boxes, Segmentation), Text (Named Entity Recognition, Classification) or general purpose data entry. to view and edit any data defined in the extensible the .udt.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    UniversalDataTool screenshot 1
     
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    Comments about UniversalDataTool as an Alternative to Prodigy ML
    Guest
    Negative
    0

    UniversalDataTool does not tokenize sentences as good as Prodigy ML. Subsequently, I can not correct NER offset values manually in the generated JSON file without having UniversalDataTool display an error, which completely breaks the annotation workflow.

    Review by a new / low-activity user.
    Prodigy ML Icon
    UniversalDataTool icon

    • UniversalDataTool is the most popular Web-based, Windows, Mac & Linux alternative to Prodigy ML.

    • UniversalDataTool is the most popular Open Source & free alternative to Prodigy ML.

    • UniversalDataTool is Free and Open SourceProdigy ML is Paid and Proprietary
  2. Argilla icon

    Argilla

     3 likes
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    Argilla: the open-source data curation platform for LLMs.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Kubernetes
    • Docker
     
  4. Amazon SageMaker Data Labeling icon

    Amazon SageMaker Data Labeling

     1 like
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    Amazon SageMaker enables you to label raw data, such as images, text files, and videos, and generate labeled synthetic data to create high-quality datasets for training machine learning (ML) models. SageMaker offers two options, Amazon SageMaker Ground Truth Plus and Amazon...

    Cost / License

    • Freemium (Subscription)
    • Proprietary

    Platforms

    • Software as a Service (SaaS)
    • Amazon Web Services
    Amazon SageMaker Data Labeling screenshot 1
     

    • Amazon SageMaker Data Labeling is the most popular SaaS alternative to Prodigy ML.

    • Amazon SageMaker Data Labeling is Freemium and ProprietaryProdigy ML is Paid and Proprietary
  5. VGG Image Annotator (VIA) icon

    VGG Image Annotator (VIA)

     1 like
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    VGG Image Annotator is a simple and standalone manual annotation software for image, audio and video. VIA runs in a web browser and does not require any installation or setup.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Self-Hosted
    VGG Image Annotator (VIA) screenshot 1
     

    • VGG Image Annotator (VIA) is the most popular Self-Hosted alternative to Prodigy ML.

    • VGG Image Annotator (VIA) is Free and Open SourceProdigy ML is Paid and Proprietary
  6. Meta SAM 2 icon

    Meta SAM 2

     1 like
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    SAM 2 is the first unified model for segmenting objects across images and videos. You can use a click, box, or mask as the input to select an object on any image or frame of video.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Self-Hosted
    • Online
    Meta SAM 2 screenshot 1
     
  9. DINOv2 icon

    DINOv2

     1 like
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    A family of foundation models producing universal features suitable for image-level visual tasks (image classification, instance retrieval, video understanding) as well as pixel-level visual tasks (depth estimation, semantic segmentation).

    Cost / License

    • Free
    • Open Source

    Platforms

    • Self-Hosted
    DINOv2 models demonstrate strong out-of-distribution performance and the produced features are usable without requiring any fine-tuning.
     
  10. HyperLabel icon

    HyperLabel

     2 likes
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    A desktop application with a UX built for through-put, HyperLabel is a complete toolset for quality labeling process management and training data creation.

    Cost / License

    • Free Personal
    • Proprietary

    Platforms

    • Mac
    • Windows
    HyperLabel screenshot 1
     
  11. doccano icon

    doccano

     1 like
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    doccano is an open source text annotation tool for humans. It provides annotation features for text classification, sequence labeling and sequence to sequence tasks.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Self-Hosted
    • Docker
    doccano screenshot 1
     
  12. Training Mule icon

    Training Mule

     1 like
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    Training Mule allows you or your team to easily label images, providing you with the datasets that you require for the best results. With your images labelled, we will train the network of your choice and provide you with the model ready for use.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    Project screen(Ready for launch)
     
  13. Supervisely icon

    Supervisely

     1 like
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    Supervisely helps people with and without machine learning expertise to create state-of-the-art computer vision applications. We care about entire workflow from raw data to building and deploying neural networks for your special task without coding.

    Cost / License

    • Freemium (Pay once)
    • Proprietary

    Platforms

    • Online
    Supervisely screenshot 1
     
  14. Appen icon

    Appen

     1 like
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    Appen's enterprise crowdsourcing solutions offer a cost-conscious, elastic workforce which gives companies immediate, high-quality work.

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Online
     

    • Appen is the most popular commercial alternative to Prodigy ML.

    • Appen is Paid and ProprietaryProdigy ML is also Paid and Proprietary
12 of 20 Prodigy ML alternatives