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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 Online / Web-based, Self-Hosted solutions, SaaS, Windows and Linux. The best alternative is UniversalDataTool, which is both free and Open Source. Other great apps like Prodigy ML are Computer Vision Annotation Tool (CVAT), AWS SageMaker Ground Truth, Supervisely and Appen.

This page was last updated Dec 5, 2021
  • Software as a Service (SaaS)

A downloadable annotation tool for NLP and computer vision tasks such as named entity recognition, text classification,...

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  1. UniversalDataTool

    • FreeOpen Source
    • Mac
    • Windows
    • Linux
    • Online

    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.

    UniversalDataTool vs Prodigy ML opinions
    pros, cons and recent comments

    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.

    Negative comment over 1 year ago
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  2. Computer Vision Annotation Tool (CVAT)

    • FreeOpen Source
    • Linux

    CVAT is completely re-designed and re-implemented version of Video Annotation Tool from Irvine, California tool. It is free, online, interactive video and image annotation tool for computer vision.



  3. AWS SageMaker Ground Truth

    • Online
    • AWS Machine Learning

    Amazon SageMaker Ground Truth helps us build highly accurate training datasets for machine learning quickly. It offers easy access to public and private human labelers and provides them with built-in workflows and interfaces for common labeling tasks.

  4. Supervisely

    • FreemiumProprietary
    • Online

    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.

  5. Appen

    • Online

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

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  6. Label Box

    • Online

    A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.

  7. Training Mule

    • FreemiumProprietary
    • Online

    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.

  8. HyperLabel

    • Free PersonalProprietary
    • Mac
    • Windows

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

  9. Segments.ai

    • Online
    • Software as a Service (SaaS)

    The platform for computer vision engineers and labeling teams to iterate between data labeling, model training and failure case discovery.

  10. Heartex

    • Self-Hosted
    • Software as a Service (SaaS)

    Data labeling tool for various data types with a customizable interface, annotation team management, and automatic labeling through active learning.

Showing 10 of 15 alternatives