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MediaPipe-Pose-Estimation

Keypoint Detection
PyTorch
real_time
android
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MediaPipe-Pose-Estimation: Optimized for Qualcomm Devices

The MediaPipe Pose Landmark Detector is a machine learning pipeline that predicts bounding boxes and pose skeletons of the face, hands, and torso in an image.

This is based on the implementation of MediaPipe-Pose-Estimation found here. This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the Qualcomm® AI Hub Models library to export with custom configurations. More details on model performance across various devices, can be found here.

Qualcomm AI Hub Models uses Qualcomm AI Hub Workbench to compile, profile, and evaluate this model. Sign up to run these models on a hosted Qualcomm® device.

Getting Started

There are two ways to deploy this model on your device:

Option 1: Download Pre-Exported Models

Below are pre-exported model assets ready for deployment.

Runtime Precision Chipset SDK Versions Download
PRECOMPILED_QNN_ONNX float Snapdragon® X2 Elite QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® X Elite QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX float Qualcomm® QCS8550 (Proxy) QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX float Qualcomm® QCS9075 QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X2 Elite QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X Elite QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 3 Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS6490 QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8550 (Proxy) QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCM6690 QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS9075 QAIRT 2.45, ONNX Runtime 1.25.0 Download
QNN_CONTEXT_BINARY float Snapdragon® X2 Elite QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Snapdragon® X Elite QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 3 Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 1 Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Qualcomm® QCS8550 (Proxy) QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Qualcomm® SA8775P QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Gen 5 Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Qualcomm® SA7255P QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Qualcomm® SA8295P QAIRT 2.45 Download
QNN_CONTEXT_BINARY float Qualcomm® QCS9075 QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS6490 QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8550 (Proxy) QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8775P QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 Mobile QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® SA7255P QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® QCM6690 QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS9075 QAIRT 2.45 Download

For more device-specific assets and performance metrics, visit MediaPipe-Pose-Estimation on Qualcomm® AI Hub.

Option 2: Export with Custom Configurations

Use the Qualcomm® AI Hub Models Python library to compile and export the model with your own:

  • Custom weights (e.g., fine-tuned checkpoints)
  • Custom input shapes
  • Target device and runtime configurations

This option is ideal if you need to customize the model beyond the default configuration provided here.

See our repository for MediaPipe-Pose-Estimation on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.pose_estimation

Model Stats:

  • Input resolution: 256x256
  • Number of parameters (pose_detector): 815K
  • Model size (pose_detector) (float): 3.14 MB
  • Number of parameters (pose_landmark_detector): 3.36M
  • Model size (pose_landmark_detector) (float): 12.9 MB

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® X2 Elite 0.485 ms 1 - 1 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® X Elite 0.898 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile 0.626 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile 2.175 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8550 (Proxy) 0.857 ms 0 - 1 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8450 2.175 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.402 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS9075 1.479 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Mobile 0.514 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8750 0.514 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS7181 0.898 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X2 Elite 0.175 ms 1 - 1 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X Elite 0.307 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.224 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.579 ms 0 - 9 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS6490 1.672 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.322 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8450 0.579 ms 0 - 9 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCM6690 3.228 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS9075 0.431 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.162 ms 0 - 8 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Mobile 0.19 ms 0 - 11 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.407 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS7790 0.407 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8750 0.19 ms 0 - 11 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS7181 0.307 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® X2 Elite 0.603 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® X Elite 1.01 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 3 Mobile 0.617 ms 0 - 8 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 1 Mobile 2.146 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8275 5.748 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8550 (Proxy) 0.858 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® SA8775P 1.567 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® SA8650P 1.567 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® SA8255P 1.567 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8450 2.146 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Gen 5 Mobile 0.396 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® SA7255P 5.748 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® QCS9075 1.443 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Mobile 0.509 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® SA8295P 2.554 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8750 0.509 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® QCS7181 1.01 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite 0.274 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite 0.421 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile 0.226 ms 0 - 7 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile 0.567 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS6490 1.698 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8275 1.001 ms 0 - 8 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8550 (Proxy) 0.314 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8450 0.567 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCM6690 3.201 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS9075 0.387 ms 2 - 4 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.154 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Mobile 0.186 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P 0.923 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile 0.408 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA7255P 1.001 ms 0 - 8 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS7790 0.408 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8750 0.186 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS7181 0.421 ms 0 - 0 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® X2 Elite 0.53 ms 2 - 2 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® X Elite 0.847 ms 7 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile 0.604 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile 1.161 ms 1 - 14 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8550 (Proxy) 0.902 ms 0 - 9 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8450 1.161 ms 1 - 14 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.424 ms 0 - 8 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS9075 1.222 ms 1 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Mobile 0.496 ms 0 - 8 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8750 0.496 ms 0 - 8 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS7181 0.847 ms 7 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X2 Elite 0.166 ms 1 - 1 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X Elite 0.291 ms 0 - 0 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.211 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.458 ms 0 - 10 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS6490 1.151 ms 0 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.307 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8450 0.458 ms 0 - 10 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCM6690 1.57 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS9075 0.451 ms 0 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.166 ms 0 - 8 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Mobile 0.197 ms 0 - 11 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.323 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS7790 0.323 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8750 0.197 ms 0 - 11 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS7181 0.291 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® X2 Elite 0.725 ms 1 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® X Elite 1.037 ms 1 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 3 Mobile 0.612 ms 0 - 7 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 1 Mobile 1.149 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8275 3.194 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8550 (Proxy) 0.887 ms 1 - 2 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® SA8775P 1.408 ms 1 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® SA8650P 1.408 ms 1 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® SA8255P 1.408 ms 1 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8450 1.149 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Gen 5 Mobile 0.416 ms 1 - 11 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® SA7255P 3.194 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® QCS9075 1.199 ms 1 - 3 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Mobile 0.492 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® SA8295P 1.368 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8750 0.492 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® QCS7181 1.037 ms 1 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite 0.288 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite 0.424 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile 0.213 ms 0 - 7 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile 0.451 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS6490 1.107 ms 0 - 2 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8275 0.788 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8550 (Proxy) 0.29 ms 0 - 2 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8450 0.451 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCM6690 1.554 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS9075 0.414 ms 2 - 4 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.167 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Mobile 0.198 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P 0.704 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile 0.314 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA7255P 0.788 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS7790 0.314 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8750 0.198 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS7181 0.424 ms 0 - 0 MB NPU

License

  • The license for the original implementation of MediaPipe-Pose-Estimation can be found here.

References

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Paper for qualcomm/MediaPipe-Pose-Estimation