Lightweight-Face-Detection

Lightweight and efficient face detector.

A small and accurate model for detecting bounding boxes for faces in images. This model's architecture was developed by Qualcomm. The model was trained by Qualcomm on a proprietary dataset of faces, but can be used on any image.

Not supported

This model is currently not supported on any Automotive chipset.

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

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Technical Details

Model checkpoint:qfd360_sl_model.pt
Inference latency:RealTime
Input resolution:480x640
Number of parameters:878K
Model size (float):3.37 MB
Model size (w8a8):965 KB
Model size (w8a16):1.09 MB

Applicable Scenarios

  • Incabinet driver monitoring, phone unlocking, and building access control.

License

Tags

  • real-time

Supported Automotive Devices

  • SA7255P ADP
  • SA8255P ADP
  • SA8295P ADP
  • SA8650P ADP
  • SA8775P ADP

Supported Automotive Chipsets

  • Qualcomm® SA7255P
  • Qualcomm® SA8295P
  • Qualcomm® SA8775P

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