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 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS6490 | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCM6690 | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | Download |
| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | 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 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | Download |
| QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | Download |
| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy 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 | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.45 | Download |
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 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 | 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 For Galaxy Mobile | QAIRT 2.45 | Download |
| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 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 |
| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 (Proxy) | 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® 8 Elite Gen 5 Mobile | 0.401 ms | 0 - 10 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 0.515 ms | 0 - 12 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 0.496 ms | 0 - 0 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 1.042 ms | 2 - 2 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 1.042 ms | 2 - 2 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.629 ms | 0 - 6 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.861 ms | 0 - 2 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 1.487 ms | 0 - 3 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.515 ms | 0 - 12 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.162 ms | 0 - 10 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.19 ms | 0 - 7 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | 0.178 ms | 0 - 0 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | 0.44 ms | 0 - 0 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | 0.44 ms | 0 - 0 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.227 ms | 0 - 6 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS6490 | 1.849 ms | 0 - 3 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.319 ms | 0 - 3 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS9075 | 0.406 ms | 0 - 3 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCM6690 | 3.215 ms | 0 - 6 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.19 ms | 0 - 7 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.409 ms | 0 - 7 MB | NPU |
| pose_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.409 ms | 0 - 7 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 | Snapdragon® 8 Elite Mobile | 0.511 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 0.622 ms | 0 - 0 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 1.008 ms | 0 - 0 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 1.008 ms | 0 - 0 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 0.629 ms | 0 - 8 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 5.745 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 0.854 ms | 0 - 1 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 1.591 ms | 0 - 6 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 1.591 ms | 0 - 6 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 1.591 ms | 0 - 6 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 1.444 ms | 0 - 2 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 2.154 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 5.745 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 2.562 ms | 0 - 5 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.511 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.153 ms | 0 - 10 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Mobile | 0.189 ms | 0 - 13 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X2 Elite | 0.277 ms | 0 - 0 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | 0.425 ms | 0 - 0 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | 0.425 ms | 0 - 0 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.225 ms | 0 - 8 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS6490 | 1.69 ms | 0 - 2 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.017 ms | 0 - 8 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.313 ms | 0 - 2 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 0.503 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 0.503 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 0.503 ms | 0 - 9 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS9075 | 0.392 ms | 0 - 2 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCM6690 | 3.212 ms | 0 - 6 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.57 ms | 0 - 10 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | 1.017 ms | 0 - 8 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | 0.921 ms | 0 - 5 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.189 ms | 0 - 13 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.405 ms | 0 - 6 MB | NPU |
| pose_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.405 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.418 ms | 0 - 10 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 0.498 ms | 0 - 11 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 0.548 ms | 7 - 7 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 1.069 ms | 7 - 7 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 1.069 ms | 7 - 7 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.611 ms | 0 - 7 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.887 ms | 0 - 8 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 1.226 ms | 1 - 3 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.498 ms | 0 - 11 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.168 ms | 0 - 10 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.195 ms | 0 - 7 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | 0.182 ms | 0 - 0 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | 0.44 ms | 4 - 4 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | 0.44 ms | 4 - 4 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.218 ms | 0 - 7 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS6490 | 1.229 ms | 0 - 3 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.31 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS9075 | 0.442 ms | 0 - 3 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCM6690 | 1.62 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.195 ms | 0 - 7 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.323 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.323 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.413 ms | 1 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 0.494 ms | 1 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 0.761 ms | 1 - 1 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 1.073 ms | 1 - 1 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 1.073 ms | 1 - 1 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 0.61 ms | 1 - 8 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 3.157 ms | 1 - 9 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 0.8 ms | 1 - 2 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 1.402 ms | 1 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 1.402 ms | 1 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 1.402 ms | 1 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 1.2 ms | 1 - 3 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 1.173 ms | 1 - 9 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 3.157 ms | 1 - 9 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 1.39 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.494 ms | 1 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.168 ms | 0 - 10 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Mobile | 0.199 ms | 0 - 14 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X2 Elite | 0.28 ms | 0 - 0 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | 0.427 ms | 0 - 0 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | 0.427 ms | 0 - 0 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.205 ms | 0 - 8 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS6490 | 1.045 ms | 0 - 2 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.797 ms | 0 - 8 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.307 ms | 0 - 2 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 0.499 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 0.499 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | 0.499 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS9075 | 0.397 ms | 0 - 2 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCM6690 | 1.62 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.44 ms | 0 - 9 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | 0.797 ms | 0 - 8 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | 0.698 ms | 0 - 6 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.199 ms | 0 - 14 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.316 ms | 0 - 7 MB | NPU |
| pose_landmark_detector | QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.316 ms | 0 - 7 MB | NPU |
License
- The license for the original implementation of MediaPipe-Pose-Estimation can be found here.
References
Community
- Join our AI Hub Slack community to collaborate, post questions and learn more about on-device AI.
- For questions or feedback please reach out to us.
