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Track-Anything

High‑performance interactive tracking and segmentation in videos.

Track‑Anything is a video based machine learning model to track an object in a video.

Model RepositoryHugging FaceResearch Paper

Technical Details

Model checkpoint:xmem
Input resolution:320x568
Number of parameters (TrackAnythingEncodeKeyWithShrinkage):9.72M
Model size (TrackAnythingEncodeKeyWithShrinkage) (float):37.1 MB
Number of parameters (TrackAnythingEncodeValue):23.3M
Model size (TrackAnythingEncodeValue) (float):88.8 MB
Number of parameters (TrackAnythingEncodeKeyWithoutShrinkage):9.71M
Model size (TrackAnythingEncodeKeyWithoutShrinkage) (float):37.1 MB
Number of parameters (TrackAnythingSegment):30.1M
Model size (TrackAnythingSegment) (float):115 MB

Applicable Scenarios

    Supported Mobile Form Factors

    • Phone
    • Tablet

    Licenses

    Source Model:APACHE-2.0
    Deployable Model:AI-HUB-MODELS-LICENSE

    Supported Mobile Devices

    • Samsung Galaxy S21
    • Samsung Galaxy S21 Ultra
    • Samsung Galaxy S21+
    • Samsung Galaxy S22 5G
    • Samsung Galaxy S22 Ultra 5G
    • Samsung Galaxy S22+ 5G
    • Samsung Galaxy S23
    • Samsung Galaxy S23 Ultra
    • Samsung Galaxy S23+
    • Samsung Galaxy S24
    • Samsung Galaxy S24 Ultra
    • Samsung Galaxy S24+
    • Samsung Galaxy S25
    • Samsung Galaxy S25 Ultra
    • Samsung Galaxy S25+
    • Samsung Galaxy Tab S8
    • Snapdragon 8 Elite Gen 5 QRD
    • Xiaomi 12
    • Xiaomi 12 Pro

    Supported Mobile Chipsets

    • Snapdragon® 8 Elite For Galaxy Mobile
    • Snapdragon® 8 Elite Gen5 Mobile
    • Snapdragon® 8 Gen 1 Mobile
    • Snapdragon® 8 Gen 2 Mobile
    • Snapdragon® 8 Gen 3 Mobile
    • Snapdragon® 888 Mobile

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