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.

Not supported

This model is currently not supported on any Mobile chipset.

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Model Repository Hugging Face Research Paper

Technical Details

Model checkpoint:Square

Input resolution (Square):256x256

Input resolution (Landscape):144x256

Number of output classes:6

Number of parameters:106K

Model size (float):447 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

License

Model:APACHE-2.0

Supported Mobile Devices

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 7 Gen 4 QRD
Snapdragon 8 Elite Gen 5 QRD
Xiaomi 12
Xiaomi 12 Pro

Supported Mobile Chipsets

Snapdragon® 7 Gen 4 Mobile
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

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