Apps tagged with 'visual-tasks'

All apps in Apps tagged with 'visual-tasks' category. Use the filters below to narrow down your search. 
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  1. DINOv2 icon

    DINOv2

     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).

    Cost / License

    Platforms

    • Self-Hosted
    DINOv2 models demonstrate strong out-of-distribution performance and the produced features are usable without requiring any fine-tuning.
    Depth Estimation: State-of-the-art results and strong generalization on estimating depth from a single image.
    Semantic Segmentation: Competitive results without any fine-tuning on clustering an images into object classes.
    +1
    Instance Retrieval: Directly use frozen features to find art pieces similar to a given image from a large art collection.
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