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PidNet

Segment images or video by class in real‑time on device.

PIDNet (Proportional‑Integral‑Derivative Network) is a real‑time semantic segmentation model based on PID controllers

Technical Details

Model checkpoint:PIDNet_S_Cityscapes_val.pt
Inference latency:RealTime
Input resolution:1024x2048
Number of output classes:19
Number of parameters:7.62M
Model size:29.1 MB

Applicable Scenarios

  • autonomous driving,medical imaging

Licenses

Source Model:MIT
Deployable Model:AI Model Hub License

Tags

  • real-time

Supported IoT Devices

  • QCS8275 (Proxy)
  • QCS8550 (Proxy)
  • QCS9075 (Proxy)

Supported IoT Chipsets

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

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