Label Studio Alternatives

Label Studio is described as 'Open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats' and is an app. There are five alternatives to Label Studio for a variety of platforms, including Web-based, Mac, Windows, Linux and SaaS apps. The best Label Studio alternative is UniversalDataTool, which is both free and Open Source. Other great apps like Label Studio are Amazon SageMaker Data Labeling, Computer Vision Annotation Tool (CVAT), HyperLabel and KopiKat.

Label Studio iconLabel Studio
  0
  • Freemium • Open Source
  • ...

Label Studio is an open source data labeling tool. It lets you label data types like audio, text, images, videos, and time...

More about Label Studio
More about Label Studio
Label Studio alternatives page was last updated Jul 3, 2023
Copy a direct link to this comment to your clipboard
Alternatives
  1. UniversalDataTool icon

    UniversalDataTool

     21 likes
    Copy a direct link to this comment to your clipboard

    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

    License model

    • Free • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    UniversalDataTool screenshot 1

    UniversalDataTool Features

    1.  PDF annotation
    2.  Export to JSON
    3.  Integrated ETL

    UniversalDataTool VS Label Studio

     

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

    • UniversalDataTool is the most popular Open Source & free alternative to Label Studio.

    • UniversalDataTool is Free and Open SourceLabel Studio is Freemium and Open Source
  2. Amazon SageMaker Data Labeling icon

    Amazon SageMaker Data Labeling

     1 like
    Copy a direct link to this comment to your clipboard

    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

    License model

    • Freemium • Proprietary

    Country of Origin

    • US flagUnited States

    Platforms

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

    Amazon SageMaker Data Labeling Features

    1.  Image Annotations

    Amazon SageMaker Data Labeling VS Label Studio

     

    • Amazon SageMaker Data Labeling is the most popular SaaS alternative to Label Studio.

    • Amazon SageMaker Data Labeling is Freemium and ProprietaryLabel Studio is Freemium and Open Source
  4. Computer Vision Annotation Tool (CVAT) icon

    Computer Vision Annotation Tool (CVAT)

     2 likes
    Copy a direct link to this comment to your clipboard

    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

    License model

    • Freemium • Open Source

    Platforms

    • Linux
    • Online
    Computer Vision Annotation Tool (CVAT) screenshot 1

    Computer Vision Annotation Tool (CVAT) Features

    1.  Ad-free
    2.  Video annotation

    Computer Vision Annotation Tool (CVAT) VS Label Studio

     
  5. HyperLabel icon

    HyperLabel

     2 likes
    Copy a direct link to this comment to your clipboard

    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

    License model

    • Free Personal • Proprietary

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    HyperLabel screenshot 1

    HyperLabel Features

    1.  Image Annotations
    2.  Video annotation

    HyperLabel VS Label Studio

     
  6. KopiKat icon

    KopiKat

     Like
    Copy a direct link to this comment to your clipboard

    No-code tool for generative image data augmentation helping to improve the accuracy of an AI model without changing the network architecture.

    12 KopiKat alternatives

    License model

    Platforms

    • Online
    • Software as a Service (SaaS)
    Example of output images in different conditions and with saved annotations

    KopiKat Features

    1.  No Coding Required
    2.  API Integration
    3.  Image Annotations

    KopiKat VS Label Studio

     

    • KopiKat is the most popular commercial alternative to Label Studio.

    • KopiKat is Paid and ProprietaryLabel Studio is Freemium and Open Source
5 of 5 Label Studio alternatives