Qualcomm® AI HubAI Hub

Facial-Attribute-Detection

Comprehensive facial analysis by extracting face features.

Detects attributes (liveness, eye closeness, mask presence, glasses presence, sunglasses presence) that apply to a given face. 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.

Technical Details

Model checkpoint:multitask_FR_state_dict.pt
Input resolution:128x128
Number of parameters:11.6M
Model size (float):47.6MB
Model size (w8a8):47.6MB

Applicable Scenarios

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

Licenses

Source Model:BSD-3-CLAUSE
Deployable Model:AI-HUB-MODELS-LICENSE

Tags

  • real-time

Supported Automotive Devices

  • SA7255P ADP
  • SA8255 (Proxy)
  • SA8295P ADP
  • SA8650 (Proxy)
  • SA8775P ADP

Supported Automotive Chipsets

  • Qualcomm® SA7255P
  • Qualcomm® SA8255P (Proxy)
  • Qualcomm® SA8295P
  • Qualcomm® SA8650P (Proxy)
  • Qualcomm® SA8775P

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