BlazePose: On-device Real-time Body Pose tracking
Paper • 2006.10204 • Published
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® 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 |
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 | 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® SA8650P | 1.583 ms | 0 - 10 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 1.583 ms | 0 - 10 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® SA8650P | 0.484 ms | 26 - 31 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8255P | 0.484 ms | 26 - 31 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_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® SA8650P | 1.405 ms | 1 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8255P | 1.405 ms | 1 - 10 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® SA8650P | 0.51 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8255P | 0.51 ms | 0 - 6 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 |
License
- The license for the original implementation of MediaPipe-Pose-Estimation can be found here.
References
Community
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