Computer Vision Annotation Tool (CVAT) Alternatives

Computer Vision Annotation Tool (CVAT) is described as 'Web-based tool which helps to annotate video and images for Computer Vision algorithms' and is an app in the office & productivity category. There are more than 10 alternatives to Computer Vision Annotation Tool (CVAT) for a variety of platforms, including Web-based, SaaS, Self-Hosted, Windows and Linux apps. The best Computer Vision Annotation Tool (CVAT) alternative is Roboflow, which is free. Other great apps like Computer Vision Annotation Tool (CVAT) are UniversalDataTool, Amazon SageMaker Data Labeling, VGG Image Annotator (VIA) and Meta SAM 2.

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Alternatives list

  1. Roboflow icon

    Roboflow

     2 likes
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    With a few images, you can deploy a computer vision model in an afternoon. Roboflow empowers developers to build their own computer vision applications, no matter their skillset or experience. We streamline the process between labeling your data and training your model.

    8 Roboflow alternatives

    Cost / License

    • Freemium (Subscription)
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    Roboflow screenshot 1
     

    • Roboflow is the most popular Web-based & SaaS alternative to Computer Vision Annotation Tool (CVAT).

    • Roboflow is the most popular free alternative to Computer Vision Annotation Tool (CVAT).

    • Roboflow is Freemium and ProprietaryComputer Vision Annotation Tool (CVAT) is Freemium and Open Source
  2. 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
     

    • UniversalDataTool is the most popular Windows, Mac & Linux alternative to Computer Vision Annotation Tool (CVAT).

    • UniversalDataTool is the most popular Open Source alternative to Computer Vision Annotation Tool (CVAT).

    • UniversalDataTool is Free and Open SourceComputer Vision Annotation Tool (CVAT) is Freemium and Open Source
  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
     
  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 Computer Vision Annotation Tool (CVAT).

    • VGG Image Annotator (VIA) is Free and Open SourceComputer Vision Annotation Tool (CVAT) is Freemium and Open Source
  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
     
  7. 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.
     
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    Comments about DINOv2 as an Alternative to Computer Vision Annotation Tool (CVAT)
    Guest
    Negative
    0

    Requires additional software to create useful anotations. However, DinoV2 could be used as extension in other software to produce annotations, just not by itself

    Review by a new / low-activity user.
    Computer Vision Annotation Tool (CVAT) Icon
    DINOv2 icon
    • DINOv2 is Free and Open SourceComputer Vision Annotation Tool (CVAT) is Freemium and Open Source
  9. 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
     
  10. quicklabel icon

    quicklabel

     1 like
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    quicklabel is a native, streamlined GUI tool for manual classification of prompt/image pairs, meant for hobbyists. Outputs dreambooth-style finetuning datasets, as taken by the kohya_ss finetuning scripts.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Windows
    • Linux
    quicklabel screenshot 1
     
  11. 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
     
  12. Oslovision icon

    Oslovision

     1 like
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    Image annotation tool for modern computer vision. Easy to use, great for teams of all sizes. Hooks into training pipelines, designed around the latest State of the Art computer vision models.

    Cost / License

    • Freemium (Subscription)
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    Helpful landing page with feature information, pricing ang a blog.
     
  13. Label Box icon

    Label Box

     3 likes
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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
    Label Box screenshot 1
     

    • Label Box is the most popular commercial alternative to Computer Vision Annotation Tool (CVAT).

    • Label Box is Paid and ProprietaryComputer Vision Annotation Tool (CVAT) is Freemium and Open Source
  14. Label Studio icon

    Label Studio

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    Label Studio is an 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.

    7 Label Studio alternatives

    Cost / License

    • Freemium (Subscription)
    • Open Source

    Platforms

    • Linux
    • Online
    Label Studio screenshot 1
     
12 of 21 Computer Vision Annotation Tool (CVAT) alternatives