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.
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
Supported Mobile Form Factors
- Phone
- Tablet
Supported Mobile Devices
- Google Pixel 3
- Google Pixel 3a
- Google Pixel 3a XL
- Google Pixel 4
- Google Pixel 4a
- Google Pixel 5a 5G
- Samsung Galaxy S21
- Samsung Galaxy S21 Ultra
- Samsung Galaxy S21+
- Samsung Galaxy S22 5G
- Samsung Galaxy S22 Ultra 5G
- Samsung Galaxy S22+ 5G
- Samsung Galaxy S23
- Samsung Galaxy S23 Ultra
- Samsung Galaxy S23+
- Samsung Galaxy S24
- Samsung Galaxy S24 Ultra
- Samsung Galaxy S24+
- Samsung Galaxy Tab S8
- Xiaomi 12
- Xiaomi 12 Pro
Supported Mobile Chipsets
- Snapdragon® 8 Gen 1 Mobile
- Snapdragon® 8 Gen 2 Mobile
- Snapdragon® 8 Gen 3 Mobile
- Snapdragon® 888 Mobile