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.
Technical Details
Model checkpoint:Square
Input resolution (Square):256x256
Input resolution (Landscape):144x256
Number of parameters:106K
Model size:454 KB
Number of output classes:6
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