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MediaPipe-Pose-Estimation

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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
ONNX float Universal QAIRT 2.50, ONNX Runtime 1.30.0 Download
ONNX w8a8 Universal QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite For Galaxy Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® X2 Elite QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® X Elite QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-8275 QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-9075 QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X2 Elite QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X Elite QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 3 Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 QAIRT 2.50, ONNX Runtime 1.30.0 Download
PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile QAIRT 2.50, ONNX Runtime 1.30.0 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Elite For Galaxy Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Snapdragon® X2 Elite QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Snapdragon® X Elite QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 3 Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 1 Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-8275 QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ QCS8550 (Proxy) QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Qualcomm® SA8775P QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-9075 QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Qualcomm® SA7255P QAIRT 2.50 Download
QNN_CONTEXT_BINARY float Qualcomm® SA8295P QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite For Galaxy Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS6490 QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-8275 QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8775P QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-6690 QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-9075 QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® SA7255P QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P QAIRT 2.50 Download
QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile QAIRT 2.50 Download
QNN_DLC float Universal QAIRT 2.50 Download
QNN_DLC w8a8 Universal QAIRT 2.50 Download
TFLITE float Universal QAIRT 2.50 Download
TFLITE w8a8 Universal QAIRT 2.50 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
  • Model size (pose_detector) (float): 3.14 MB
  • Model size (pose_landmark_detector) (float): 12.9 MB
  • Number of parameters (pose_detector): 815K
  • Number of parameters (pose_landmark_detector): 3.36M

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
pose_detector ONNX float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.435 ms 0 - 37 MB NPU
pose_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.534 ms 0 - 41 MB NPU
pose_detector ONNX float Snapdragon® X2 Elite 0.515 ms 1 - 1 MB NPU
pose_detector ONNX float Snapdragon® X Elite 0.926 ms 0 - 0 MB NPU
pose_detector ONNX float Snapdragon® 8 Gen 1 Mobile 2.193 ms 0 - 52 MB NPU
pose_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 1.72 ms 0 - 4 MB NPU
pose_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.898 ms 0 - 2 MB NPU
pose_detector ONNX float Qualcomm® QCS8450 2.193 ms 0 - 52 MB NPU
pose_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 1.514 ms 0 - 4 MB NPU
pose_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.926 ms 0 - 0 MB NPU
pose_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.534 ms 0 - 41 MB NPU
pose_detector ONNX float Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.387 ms 0 - 40 MB NPU
pose_detector ONNX float Snapdragon® 8 Elite Gen 6 Mobile 0.395 ms 0 - 40 MB NPU
pose_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.175 ms 0 - 38 MB NPU
pose_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.198 ms 0 - 37 MB NPU
pose_detector ONNX w8a8 Snapdragon® X2 Elite 0.191 ms 1 - 1 MB NPU
pose_detector ONNX w8a8 Snapdragon® X Elite 0.321 ms 0 - 0 MB NPU
pose_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.537 ms 0 - 56 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.58 ms 0 - 3 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.567 ms 0 - 4 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.335 ms 0 - 3 MB NPU
pose_detector ONNX w8a8 Qualcomm® QCS8450 0.537 ms 0 - 56 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.445 ms 0 - 3 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.321 ms 0 - 0 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 3.172 ms 0 - 38 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.441 ms 0 - 37 MB NPU
pose_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.198 ms 0 - 37 MB NPU
pose_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.441 ms 0 - 37 MB NPU
pose_detector ONNX w8a8 Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.14 ms 0 - 44 MB NPU
pose_detector ONNX w8a8 Snapdragon® 8 Elite Gen 6 Mobile 0.151 ms 0 - 44 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.416 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.513 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® X2 Elite 0.492 ms 1 - 1 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® X Elite 0.892 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile 0.629 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile 2.159 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-8275 1.682 ms 0 - 4 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.862 ms 0 - 4 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8450 2.159 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-9075 1.473 ms 0 - 4 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.892 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ Q-8750 0.513 ms 0 - 7 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.167 ms 0 - 9 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.202 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X2 Elite 0.177 ms 1 - 1 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X Elite 0.308 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.221 ms 0 - 8 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.521 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.539 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.399 ms 0 - 4 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.318 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8450 0.521 ms 0 - 14 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.433 ms 0 - 3 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.308 ms 0 - 0 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 3.226 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.414 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.202 ms 0 - 6 MB NPU
pose_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.414 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.413 ms 0 - 7 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite For Galaxy Mobile 0.512 ms 0 - 7 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® X2 Elite 0.638 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® X Elite 1.005 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 3 Mobile 0.623 ms 0 - 7 MB NPU
pose_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 1 Mobile 2.141 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-8275 1.659 ms 0 - 3 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.857 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8450 2.141 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-9075 1.437 ms 2 - 5 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-X7181 1.005 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ Q-8750 0.512 ms 0 - 7 MB NPU
pose_detector QNN_CONTEXT_BINARY float Qualcomm® SA8295P 2.412 ms 0 - 5 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.161 ms 0 - 7 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.184 ms 0 - 12 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite 0.271 ms 0 - 0 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite 0.423 ms 1 - 1 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile 0.222 ms 0 - 8 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile 0.511 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS6490 1.45 ms 0 - 2 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-8275 0.37 ms 0 - 3 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.32 ms 0 - 1 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8450 0.511 ms 0 - 10 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-9075 0.407 ms 2 - 4 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.423 ms 1 - 1 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-6690 3.213 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-7790 0.403 ms 0 - 6 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-8750 0.184 ms 0 - 12 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P 0.806 ms 0 - 5 MB NPU
pose_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile 0.403 ms 0 - 6 MB NPU
pose_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.414 ms 0 - 34 MB NPU
pose_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.512 ms 0 - 37 MB NPU
pose_detector QNN_DLC float Snapdragon® X2 Elite 0.637 ms 0 - 0 MB NPU
pose_detector QNN_DLC float Snapdragon® X Elite 1.013 ms 0 - 0 MB NPU
pose_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 2.131 ms 0 - 50 MB NPU
pose_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 1.657 ms 0 - 3 MB NPU
pose_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.85 ms 0 - 2 MB NPU
pose_detector QNN_DLC float Qualcomm® SA8775P 1.57 ms 0 - 37 MB NPU
pose_detector QNN_DLC float Qualcomm® SA8650P 1.57 ms 0 - 37 MB NPU
pose_detector QNN_DLC float Qualcomm® SA8255P 1.57 ms 0 - 37 MB NPU
pose_detector QNN_DLC float Qualcomm® QCS8450 2.131 ms 0 - 50 MB NPU
pose_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 1.436 ms 0 - 3 MB NPU
pose_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 1.013 ms 0 - 0 MB NPU
pose_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.512 ms 0 - 37 MB NPU
pose_detector QNN_DLC float Qualcomm® SA7255P 5.746 ms 0 - 34 MB NPU
pose_detector QNN_DLC float Qualcomm® SA8295P 2.435 ms 0 - 28 MB NPU
pose_detector QNN_DLC float Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.355 ms 0 - 38 MB NPU
pose_detector QNN_DLC float Snapdragon® 8 Elite Gen 6 Mobile 0.362 ms 0 - 38 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.161 ms 0 - 33 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.185 ms 0 - 32 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.284 ms 0 - 0 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® X Elite 0.408 ms 0 - 0 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.511 ms 0 - 51 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 1.438 ms 0 - 2 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.472 ms 0 - 3 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.314 ms 0 - 2 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.47 ms 0 - 36 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.47 ms 0 - 36 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.47 ms 0 - 36 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.511 ms 0 - 51 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.385 ms 2 - 4 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.408 ms 0 - 0 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 3.225 ms 0 - 139 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.404 ms 0 - 31 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.185 ms 0 - 32 MB NPU
pose_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.798 ms 0 - 31 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.404 ms 0 - 31 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.122 ms 0 - 38 MB NPU
pose_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 6 Mobile 0.134 ms 0 - 38 MB NPU
pose_detector TFLITE float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.417 ms 0 - 35 MB NPU
pose_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.513 ms 0 - 33 MB NPU
pose_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 2.138 ms 0 - 52 MB NPU
pose_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 1.666 ms 0 - 6 MB NPU
pose_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.853 ms 0 - 2 MB NPU
pose_detector TFLITE float Qualcomm® SA8775P 1.591 ms 0 - 39 MB NPU
pose_detector TFLITE float Qualcomm® SA8650P 1.591 ms 0 - 39 MB NPU
pose_detector TFLITE float Qualcomm® SA8255P 1.591 ms 0 - 39 MB NPU
pose_detector TFLITE float Qualcomm® QCS8450 2.138 ms 0 - 52 MB NPU
pose_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 1.455 ms 0 - 5 MB NPU
pose_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.513 ms 0 - 33 MB NPU
pose_detector TFLITE float Qualcomm® SA7255P 5.796 ms 0 - 36 MB NPU
pose_detector TFLITE float Qualcomm® SA8295P 2.442 ms 0 - 29 MB NPU
pose_detector TFLITE float Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.36 ms 0 - 38 MB NPU
pose_detector TFLITE float Snapdragon® 8 Elite Gen 6 Mobile 0.362 ms 0 - 39 MB NPU
pose_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.163 ms 0 - 31 MB NPU
pose_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.192 ms 0 - 35 MB NPU
pose_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.513 ms 0 - 52 MB NPU
pose_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 1.395 ms 0 - 6 MB NPU
pose_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.52 ms 0 - 4 MB NPU
pose_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.314 ms 0 - 1 MB NPU
pose_detector TFLITE w8a8 Qualcomm® SA8775P 0.485 ms 0 - 34 MB NPU
pose_detector TFLITE w8a8 Qualcomm® SA8650P 0.485 ms 0 - 34 MB NPU
pose_detector TFLITE w8a8 Qualcomm® SA8255P 0.485 ms 0 - 34 MB NPU
pose_detector TFLITE w8a8 Qualcomm® QCS8450 0.513 ms 0 - 52 MB NPU
pose_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.391 ms 0 - 4 MB NPU
pose_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 3.209 ms 0 - 143 MB NPU
pose_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.408 ms 0 - 29 MB NPU
pose_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.192 ms 0 - 35 MB NPU
pose_detector TFLITE w8a8 Qualcomm® SA8295P 0.826 ms 0 - 29 MB NPU
pose_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.408 ms 0 - 29 MB NPU
pose_detector TFLITE w8a8 Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.126 ms 0 - 38 MB NPU
pose_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 6 Mobile 0.138 ms 0 - 37 MB NPU
pose_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.433 ms 0 - 48 MB NPU
pose_landmark_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.5 ms 0 - 52 MB NPU
pose_landmark_detector ONNX float Snapdragon® X2 Elite 0.607 ms 2 - 2 MB NPU
pose_landmark_detector ONNX float Snapdragon® X Elite 0.885 ms 7 - 7 MB NPU
pose_landmark_detector ONNX float Snapdragon® 8 Gen 1 Mobile 1.093 ms 1 - 81 MB NPU
pose_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 1.387 ms 1 - 5 MB NPU
pose_landmark_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.859 ms 0 - 9 MB NPU
pose_landmark_detector ONNX float Qualcomm® QCS8450 1.093 ms 1 - 81 MB NPU
pose_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 1.311 ms 1 - 4 MB NPU
pose_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.885 ms 7 - 7 MB NPU
pose_landmark_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.5 ms 0 - 52 MB NPU
pose_landmark_detector ONNX float Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.374 ms 0 - 53 MB NPU
pose_landmark_detector ONNX float Snapdragon® 8 Elite Gen 6 Mobile 0.369 ms 0 - 53 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.183 ms 0 - 58 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.21 ms 0 - 54 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® X2 Elite 0.174 ms 1 - 1 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® X Elite 0.329 ms 0 - 0 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.429 ms 0 - 80 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.207 ms 0 - 3 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.39 ms 0 - 4 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.336 ms 0 - 7 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® QCS8450 0.429 ms 0 - 80 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.478 ms 0 - 3 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.329 ms 0 - 0 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.688 ms 0 - 60 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.347 ms 0 - 55 MB NPU
pose_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.21 ms 0 - 54 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.347 ms 0 - 55 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.139 ms 0 - 61 MB NPU
pose_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 6 Mobile 0.146 ms 0 - 61 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.394 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.449 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® X2 Elite 0.49 ms 2 - 2 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® X Elite 0.792 ms 7 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 3 Mobile 0.576 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Snapdragon® 8 Gen 1 Mobile 0.982 ms 1 - 15 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-8275 1.267 ms 1 - 5 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.767 ms 1 - 2 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® QCS8450 0.982 ms 1 - 15 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-9075 1.188 ms 1 - 4 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.792 ms 7 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX float Qualcomm® Dragonwing™ Q-8750 0.449 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.167 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.188 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X2 Elite 0.161 ms 1 - 1 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® X Elite 0.295 ms 0 - 0 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.206 ms 0 - 8 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.38 ms 0 - 9 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.143 ms 0 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.352 ms 0 - 4 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.304 ms 0 - 6 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® QCS8450 0.38 ms 0 - 9 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.444 ms 0 - 3 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.295 ms 0 - 0 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.564 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.311 ms 0 - 5 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.188 ms 0 - 7 MB NPU
pose_landmark_detector PRECOMPILED_QNN_ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.311 ms 0 - 5 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.403 ms 1 - 9 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Elite For Galaxy Mobile 0.45 ms 0 - 8 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® X2 Elite 0.696 ms 1 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® X Elite 1.001 ms 1 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 3 Mobile 0.575 ms 1 - 8 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Snapdragon® 8 Gen 1 Mobile 0.956 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-8275 1.232 ms 1 - 4 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.769 ms 1 - 3 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® QCS8450 0.956 ms 1 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-9075 1.185 ms 3 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ IQ-X7181 1.001 ms 1 - 1 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® Dragonwing™ Q-8750 0.45 ms 0 - 8 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY float Qualcomm® SA8295P 1.201 ms 0 - 5 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.167 ms 0 - 8 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.186 ms 0 - 8 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X2 Elite 0.276 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® X Elite 0.418 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 3 Mobile 0.198 ms 0 - 7 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 8 Gen 1 Mobile 0.373 ms 0 - 10 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS6490 1.056 ms 0 - 2 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ IQ-8275 0.424 ms 0 - 3 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.305 ms 0 - 2 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® QCS8450 0.373 ms 0 - 10 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 Qualcomm® Dragonwing™ IQ-X7181 0.418 ms 0 - 0 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-6690 1.528 ms 0 - 6 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-7790 0.304 ms 0 - 7 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® Dragonwing™ Q-8750 0.186 ms 0 - 8 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Qualcomm® SA8295P 0.564 ms 0 - 5 MB NPU
pose_landmark_detector QNN_CONTEXT_BINARY w8a8 Snapdragon® 7 Gen 4 Mobile 0.304 ms 0 - 7 MB NPU
pose_landmark_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.402 ms 0 - 45 MB NPU
pose_landmark_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.452 ms 0 - 47 MB NPU
pose_landmark_detector QNN_DLC float Snapdragon® X2 Elite 0.692 ms 1 - 1 MB NPU
pose_landmark_detector QNN_DLC float Snapdragon® X Elite 1.043 ms 1 - 1 MB NPU
pose_landmark_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.963 ms 0 - 75 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 1.232 ms 1 - 4 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.759 ms 1 - 2 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® SA8775P 1.316 ms 1 - 47 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® SA8650P 1.316 ms 1 - 47 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® SA8255P 1.316 ms 1 - 47 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® QCS8450 0.963 ms 0 - 75 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 1.184 ms 3 - 6 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 1.043 ms 1 - 1 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.452 ms 0 - 47 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® SA7255P 3.114 ms 0 - 44 MB NPU
pose_landmark_detector QNN_DLC float Qualcomm® SA8295P 1.222 ms 1 - 36 MB NPU
pose_landmark_detector QNN_DLC float Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.321 ms 1 - 48 MB NPU
pose_landmark_detector QNN_DLC float Snapdragon® 8 Elite Gen 6 Mobile 0.329 ms 1 - 49 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.162 ms 0 - 45 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.182 ms 0 - 47 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.275 ms 0 - 0 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® X Elite 0.421 ms 0 - 0 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.371 ms 0 - 64 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 1.051 ms 0 - 2 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.323 ms 0 - 3 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.298 ms 0 - 2 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.468 ms 0 - 46 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.468 ms 0 - 46 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.468 ms 0 - 46 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.371 ms 0 - 64 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.384 ms 0 - 2 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.421 ms 0 - 0 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.589 ms 0 - 42 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.302 ms 0 - 43 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.182 ms 0 - 47 MB NPU
pose_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.564 ms 0 - 43 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.302 ms 0 - 43 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.128 ms 0 - 48 MB NPU
pose_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 6 Mobile 0.128 ms 0 - 49 MB NPU
pose_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.388 ms 0 - 50 MB NPU
pose_landmark_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.449 ms 0 - 47 MB NPU
pose_landmark_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.969 ms 0 - 81 MB NPU
pose_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 1.237 ms 0 - 12 MB NPU
pose_landmark_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.771 ms 0 - 64 MB NPU
pose_landmark_detector TFLITE float Qualcomm® SA8775P 1.34 ms 0 - 54 MB NPU
pose_landmark_detector TFLITE float Qualcomm® SA8650P 1.34 ms 0 - 54 MB NPU
pose_landmark_detector TFLITE float Qualcomm® SA8255P 1.34 ms 0 - 54 MB NPU
pose_landmark_detector TFLITE float Qualcomm® QCS8450 0.969 ms 0 - 81 MB NPU
pose_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 1.189 ms 0 - 11 MB NPU
pose_landmark_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.449 ms 0 - 47 MB NPU
pose_landmark_detector TFLITE float Qualcomm® SA7255P 3.137 ms 0 - 50 MB NPU
pose_landmark_detector TFLITE float Qualcomm® SA8295P 1.238 ms 0 - 42 MB NPU
pose_landmark_detector TFLITE float Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.318 ms 0 - 55 MB NPU
pose_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 6 Mobile 0.323 ms 0 - 56 MB NPU
pose_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.169 ms 0 - 42 MB NPU
pose_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.194 ms 0 - 44 MB NPU
pose_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.377 ms 0 - 64 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.941 ms 0 - 9 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.339 ms 0 - 7 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.302 ms 0 - 2 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® SA8775P 0.494 ms 0 - 45 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® SA8650P 0.494 ms 0 - 45 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® SA8255P 0.494 ms 0 - 45 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® QCS8450 0.377 ms 0 - 64 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.414 ms 0 - 7 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.531 ms 0 - 39 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.304 ms 0 - 39 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.194 ms 0 - 44 MB NPU
pose_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.593 ms 0 - 40 MB NPU
pose_landmark_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.304 ms 0 - 39 MB NPU
pose_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Extreme Gen 6 Mobile 0.133 ms 0 - 47 MB NPU
pose_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 6 Mobile 0.136 ms 0 - 46 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