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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.

Not supported

This model is currently not supported on any All Models chipset.

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Model RepositoryHugging FaceResearch Paper

Technical Details

Model checkpoint:xmem
Input resolution:320x568
Number of parameters (encode_key_with_shrinkage):9.72M
Model size (encode_key_with_shrinkage) (float):37.1 MB
Number of parameters (encode_value):23.3M
Model size (encode_value) (float):88.8 MB
Number of parameters (encode_key_without_shrinkage):9.71M
Model size (encode_key_without_shrinkage) (float):37.1 MB
Number of parameters (segment):30.1M
Model size (segment) (float):115 MB

Applicable Scenarios

    Supported Form Factors

    • Phone
    • Tablet

    License

    Model:APACHE-2.0

    Supported Devices

    • Dragonwing IQ-9075 EVK
    • Dragonwing IQ-X5121
    • Dragonwing IQ-X7181
    • Dragonwing Q-8750
    • QCS8275 (Proxy)
    • QCS8450 (Proxy)
    • QCS8550 (Proxy)
    • SA7255P ADP
    • SA8255P ADP
    • SA8295P ADP
    • SA8650P ADP
    • SA8775P ADP
    • Samsung Galaxy S21
    • Samsung Galaxy S21 Ultra
    • 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
    • Snapdragon X Elite CRD
    • Snapdragon X Plus 8-Core CRD
    • Snapdragon X2 Elite CRD
    • Xiaomi 12
    • Xiaomi 12 Pro
    • XR2 Gen 2 (Proxy)

    Supported Chipsets

    • Qualcomm® QCS8275 (Proxy)
    • Qualcomm® QCS8550 (Proxy)
    • Qualcomm® QCS9075
    • Qualcomm® SA7255P
    • Qualcomm® SA8295P
    • Qualcomm® SA8775P
    • Snapdragon® 8 Elite Mobile
    • Snapdragon® 8 Elite Gen 5 Mobile
    • Snapdragon® 8 Gen 1 Mobile
    • Snapdragon® 8 Gen 2 Mobile
    • Snapdragon® 8 Gen 3 Mobile
    • Snapdragon® 888 Mobile
    • Snapdragon® X Elite
    • Snapdragon® X Plus 8-Core
    • Snapdragon® X2 Elite

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