DINOv2 Alternatives

DINOv2 is described as '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)' and is an app. There are more than 10 alternatives to DINOv2 for a variety of platforms, including Web-based, Linux, SaaS, Mac and Windows apps. The best DINOv2 alternative is OpenCV, which is both free and Open Source. Other great apps like DINOv2 are Roboflow, UniversalDataTool, Amazon SageMaker Data Labeling and VGG Image Annotator (VIA).

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Alternatives list

  1. Dataloop AI icon

    Dataloop AI

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    DataLoop’s mission is to supply organizations with the solution to rapidly develop and deploy AI products with high accuracy at a minimal cost.

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Online
     
  2. OnePanel icon

    OnePanel

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    Flexible Deep Learning Workflows on GPUs.

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Online
    OnePanel screenshot 1
     
  4. Edgecase.ai icon

    Edgecase.ai

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    Edgecase.ai offers a full suite of services and software for data annotation, synthetic data and AI services. From dedicated professionals, to medical professionals, agronomists and other sectors.

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
     
  5. Remo.ai icon

    Remo.ai

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    The smart way to manage your Computer Vision datasets. You have thousands of images and 10 times as many annotations.

    Cost / License

    • Free
    • Proprietary

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Self-Hosted
     
  6. Prodigy ML icon

    Prodigy ML

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    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.

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Software as a Service (SaaS)
     
  7. LandingLens icon

    LandingLens

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    No-code / low-code computer vision platform that uses machine learning techniches for object-detection, segmentation and OCR.

    Cost / License

    • Freemium (Subscription)
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    Managing images and labels
     
  9. Hasty.ai icon

    Hasty.ai

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    A single application for all your vision AI needs Everything you need to go from raw images or videos to production-ready model in one tool. No MLops skills or tricky integrations needed.

    Cost / License

    • Subscription
    • Proprietary

    Platforms

    • Online
    Hasty.ai screenshot 1
     
  10. Segments.ai icon

    Segments.ai

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

    Cost / License

    • Subscription
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    Segments.ai screenshot 1
     
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