HomeMobile ModelsMediaPipe-Selfie-Segmentation

    MediaPipe-Selfie-Segmentation

    Segments the person from background in a selfie image and realtime background segmentation in video conferencing.

    Light-weight model that segments a person from the background in square or landscape selfie and video conference imagery.

    0.54ms
    Inference Time
    0-22MB
    Memory Usage
    118NPU
    Layers

    Technical Details

    Model checkpoint:Square
    Input resolution (Square):256x256
    Input resolution (Landscape):144x256
    Number of parameters:106K
    Model size:454 KB

    Applicable Scenarios

    • Camera
    • Instant Photo Studio
    • Video Conferencing
    • Personalized Marketing Content
    • Interactive Gaming Avatar
    • Real-time Portrait Editor
    • Dynamic Wallpaper Generator

    Supported Mobile Form Factors

    • Phone
    • Tablet

    Licenses

    Source Model:APACHE-2.0
    Deployable Model:AI Model Hub License

    Supported Mobile Devices

    • Google Pixel 3
    • Google Pixel 3a
    • Google Pixel 3a XL
    • Google Pixel 4
    • Google Pixel 4a
    • Google Pixel 5a 5G
    • 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 Tab S8
    • Xiaomi 12
    • Xiaomi 12 Pro

    Supported Mobile Chipsets

    • Snapdragon® 8 Gen 1 Mobile
    • Snapdragon® 8 Gen 2 Mobile
    • Snapdragon® 8 Gen 3 Mobile
    • Snapdragon® 888 Mobile