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, Self-Hosted, SaaS, 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, Computer Vision Annotation Tool (CVAT) and DINOv2.

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

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Prodigy ML alternatives page was last updated May 26, 2023
  1. UniversalDataTool icon
     21 likes

    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.

    19 UniversalDataTool alternatives
    UniversalDataTool screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online

    UniversalDataTool Features

    1.  PDF annotation
    2.  Export to JSON
    3.  Integrated ETL
    UniversalDataTool iconProdigy ML Icon

    UniversalDataTool VS Prodigy ML

    Is UniversalDataTool a good alternative to Prodigy ML?
     
    Comments about UniversalDataTool as an Alternative to Prodigy ML
     
    Guest

    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 commentMar 3, 2021
    0
    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
     2 likes

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

    5 Argilla alternatives

    License model

    • FreeOpen Source

    Platforms

    • Kubernetes
    • Docker

    Properties

    1.  Ad-free

    Features

    1.  Dark Mode
    2.  Natural Language Processing
    3.  Text annotation
    Argilla iconProdigy ML Icon

    Argilla VS Prodigy ML

    Is Argilla a good alternative to Prodigy ML?
     
  3. Amazon SageMaker Data Labeling icon
     1 like

    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...

    16 Amazon SageMaker Data Labeling alternatives
    Amazon SageMaker Data Labeling screenshot 1

    License model

    • FreemiumProprietary

    Platforms

    • Software as a Service (SaaS)
    • Amazon Web Services

    Amazon SageMaker Data Labeling Features

    1.  Image Annotations
    Amazon SageMaker Data Labeling iconProdigy ML Icon

    Amazon SageMaker Data Labeling VS Prodigy ML

    Is this a good alternative to Prodigy ML?
     
    • 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
  4. Computer Vision Annotation Tool (CVAT) icon
     2 likes

    Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms.

    20 Computer Vision Annotation Tool (CVAT) alternatives
    Computer Vision Annotation Tool (CVAT) screenshot 1

    License model

    • FreemiumOpen Source

    Platforms

    • Linux
    • Online

    Properties

    1.  Ad-free

    Features

    1.  Video annotation
    Computer Vision Annotation Tool (CVAT) iconProdigy ML Icon

    Computer Vision Annotation Tool (CVAT) VS Prodigy ML

    Is this a good alternative to Prodigy ML?
     
  5. DINOv2 icon
     1 like

    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).

    20 DINOv2 alternatives
    DINOv2 models demonstrate strong out-of-distribution performance and the produced features are usable without requiring any fine-tuning.

    License model

    • FreeOpen Source

    Platforms

    • Self-Hosted
    DINOv2 iconProdigy ML Icon

    DINOv2 VS Prodigy ML

    Is DINOv2 a good alternative to Prodigy ML?
     
    • DINOv2 is the most popular Self-Hosted alternative to Prodigy ML.

    • DINOv2 is Free and Open SourceProdigy ML is Paid and Proprietary
  6. HyperLabel icon
     2 likes

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

    25 HyperLabel alternatives
    HyperLabel screenshot 1

    License model

    • Free PersonalProprietary

    Platforms

    • Mac
    • Windows

    HyperLabel Features

    1.  Image Annotations
    2.  Video annotation
    HyperLabel iconProdigy ML Icon

    HyperLabel VS Prodigy ML

    Is HyperLabel a good alternative to Prodigy ML?
     
  7. doccano icon
     1 like

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

    8 doccano alternatives
    doccano screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Self-Hosted
    • Docker

    doccano Features

    1.  Text annotation
    doccano iconProdigy ML Icon

    doccano VS Prodigy ML

    Is doccano a good alternative to Prodigy ML?
     
  8. Training Mule icon
     1 like

    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.

    9 Training Mule alternatives
    Project screen(Ready for launch)

    License model

    • FreemiumProprietary

    Platforms

    • Online

    Training Mule Features

    1.  Image recognition
    Training Mule iconProdigy ML Icon

    Training Mule VS Prodigy ML

    Is Training Mule a good alternative to Prodigy ML?
     
  9. Supervisely icon
     1 like

    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.

    25 Supervisely alternatives
    Supervisely screenshot 1

    License model

    • FreemiumProprietary

    Platforms

    • Online
    Supervisely iconProdigy ML Icon

    Supervisely VS Prodigy ML

    Is Supervisely a good alternative to Prodigy ML?
     
  10. Appen icon
     1 like

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

    20 Appen alternatives

    License model

    Platforms

    • Online

    Properties

    1.  Crowdsourced

    Features

    1.  Image Annotations
    Appen iconProdigy ML Icon

    Appen VS Prodigy ML

    Is Appen a good alternative to Prodigy ML?
     
    • Appen is the most popular commercial alternative to Prodigy ML.

    • Appen is Paid and ProprietaryProdigy ML is also Paid and Proprietary
  11. Label Box icon
     3 likes

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

    26 Label Box alternatives
    Label Box screenshot 1

    License model

    Platforms

    • Online
    Label Box iconProdigy ML Icon

    Label Box VS Prodigy ML

    Is Label Box a good alternative to Prodigy ML?
     
  12. Segments.ai icon
     1 like

    The platform for computer vision experts to iterate more quickly between data labeling, model training and failure case discovery.

    26 Segments.ai alternatives
    Segments.ai screenshot 1

    License model

    Platforms

    • Online
    • Software as a Service (SaaS)
    Segments.ai iconProdigy ML Icon

    Segments.ai VS Prodigy ML

    Is Segments.ai a good alternative to Prodigy ML?
     
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