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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 IoT chipset.

To see performance metrics for this model on other chipsets, click the button below.

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Technical Details

Input resolution (Landscape):144x256
Input resolution (Square):256x256
Model checkpoint:Square
Model size (float):447 KB
Number of output classes:6
Number of parameters:106K

Applicable Scenarios

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

License

Supported IoT Devices

  • Dragonwing IQ-8275 EVK
  • Dragonwing IQ-9075 EVK
  • Dragonwing IQ-X5121
  • Dragonwing IQ-X7181
  • Dragonwing Q-6690 MTP
  • Dragonwing Q-7790
  • Dragonwing Q-8750
  • Dragonwing RB3 Gen 2 Vision Kit
  • QCS8550 (Proxy)

Supported IoT Chipsets

  • Qualcomm® Dragonwing™ Q-6690
  • Qualcomm® Dragonwing™ QCS6490
  • Qualcomm® Dragonwing™ IQ-X7181
  • Qualcomm® Dragonwing™ Q-7790
  • Qualcomm® Dragonwing™ QCS8275
  • Qualcomm® Dragonwing™ QCS8550 (Proxy)
  • Qualcomm® Dragonwing™ Q-8750
  • Qualcomm® Dragonwing™ IQ-9075

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