HomeAll 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
0-23MB
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 Form Factors

  • Phone
  • Tablet

Licenses

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

Supported Devices

  • Google Pixel 3
  • Google Pixel 3a
  • Google Pixel 3a XL
  • Google Pixel 4
  • Google Pixel 4a
  • Google Pixel 5a 5G
  • QCS8550 (Proxy)
  • 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 Chipsets

  • Qualcomm® QCS8550
  • Snapdragon® 8 Gen 1 Mobile
  • Snapdragon® 8 Gen 2 Mobile
  • Snapdragon® 8 Gen 3 Mobile
  • Snapdragon® 888 Mobile
  • Snapdragon® X Elite