OpenPose

Human pose estimation.

OpenPose is a machine learning model that estimates body and hand pose in an image and returns location and confidence for each of 19 joints.

Qualcomm® QCS8550
QCS8550 (Proxy)
11.8ms
Inference Time
0-2MB
Memory Usage
103NPU
Layers

Technical Details

Model checkpoint:body_pose_model.pth
Input resolution:240x320
Number of parameters:52.3M
Model size:200 MB

Applicable Scenarios

  • Injury prevention training
  • Sports performance analysis
  • Posture recognition

Licenses

Source Model:OTHER
Deployable Model:AI Model Hub License

Supported IoT Devices

  • QCS8550 (Proxy)

Supported IoT Chipsets

  • Qualcomm® QCS8550