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MediaPipe-Pose-Estimation

Keypoint Detection
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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® Dragonwing™ 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® Dragonwing™ IQ-9075 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® Dragonwing™ QCS6490 QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ 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® Dragonwing™ Q-6690 QAIRT 2.45, ONNX Runtime 1.25.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 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® Dragonwing™ 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® Dragonwing™ IQ-9075 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® Dragonwing™ QCS6490 QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ 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® Dragonwing™ Q-6690 QAIRT 2.45 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-9075 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 0.486 ms 1 - 1 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® X Elite 0.897 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile 0.624 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile 2.167 ms 0 - 13 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.857 ms 0 - 1 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8450 2.167 ms 0 - 13 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.416 ms 0 - 8 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-9075 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® Dragonwing™ Q-8750 0.514 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.897 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 0.228 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.579 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.764 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.317 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8450 0.579 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Mobile 0.191 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.427 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.407 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.168 ms 0 - 8 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 3.213 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.407 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.191 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 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® Dragonwing™ 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® Dragonwing™ IQ-9075 1.443 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® SA7255P 5.748 ms 0 - 9 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® Dragonwing™ Q-8750 0.509 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-X7181 1.01 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite 0.275 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite 0.42 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile 0.223 ms 0 - 8 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile 0.569 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS6490 1.68 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8275 0.991 ms 0 - 8 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.312 ms 0 - 1 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8775P 0.49 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8650P 0.49 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8255P 0.49 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8450 0.569 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Mobile 0.183 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-9075 0.382 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile 0.407 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.167 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-6690 3.21 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA7255P 0.991 ms 0 - 8 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P 0.925 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-7790 0.407 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-8750 0.183 ms 0 - 9 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.42 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 0.845 ms 7 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile 0.575 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile 1.168 ms 1 - 14 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.799 ms 0 - 9 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8450 1.168 ms 1 - 14 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.429 ms 1 - 8 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-9075 1.222 ms 1 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Mobile 0.495 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ Q-8750 0.495 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.845 ms 7 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X2 Elite 0.173 ms 1 - 1 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X Elite 0.298 ms 0 - 0 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.213 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.461 ms 0 - 14 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.276 ms 0 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.308 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8450 0.461 ms 0 - 14 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Mobile 0.2 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.45 ms 0 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.319 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.17 ms 0 - 8 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.546 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.319 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.2 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.298 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® Dragonwing™ 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® Dragonwing™ IQ-9075 1.199 ms 1 - 3 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 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® Dragonwing™ Q-8750 0.492 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-X7181 1.037 ms 1 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite 0.268 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite 0.408 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile 0.209 ms 0 - 7 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile 0.441 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS6490 1.165 ms 0 - 2 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8275 0.802 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.301 ms 0 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8775P 0.504 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8650P 0.504 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8255P 0.504 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8450 0.441 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Mobile 0.198 ms 0 - 13 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-9075 0.395 ms 0 - 2 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile 0.317 ms 0 - 7 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.169 ms 0 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-6690 1.604 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA7255P 0.802 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P 0.688 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-7790 0.317 ms 0 - 7 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-8750 0.198 ms 0 - 13 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.408 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