PPE-Detection

Object detection for personal protective equipments (PPE).

Detect if a person is wearing personal protective equipments (PPE) in real‑time. This model's architecture was developed by Qualcomm. The model was trained by Qualcomm on a proprietary dataset, but can be used on any image.

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

Inference latency:RealTime
Input resolution:320x192
Number of output classes:2
Number of parameters:6.19M
Model size (float):23.6 MB
Model size (w8a8):6.23 MB
Model size (w8a16):6.65 MB

Applicable Scenarios

  • Protective Gear Detection
  • Mask Detection

License

Tags

  • real-time

Supported IoT Devices

  • 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
  • QCS8275 (Proxy)
  • QCS8550 (Proxy)

Supported IoT Chipsets

  • Qualcomm® QCM6690
  • Qualcomm® QCS6490
  • Qualcomm® QCS8275 (Proxy)
  • Qualcomm® QCS8550 (Proxy)
  • Qualcomm® QCS9075

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