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MediaPipe-Face-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
3

MediaPipe-Face-Detection: Optimized for Qualcomm Devices

Designed for sub-millisecond processing, this model predicts bounding boxes and pose skeletons (left eye, right eye, nose tip, mouth, left eye tragion, and right eye tragion) of faces in an image.

This is based on the implementation of MediaPipe-Face-Detection 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 2.45, ONNX Runtime 1.27.1 Download
ONNX w8a8 Universal QAIRT 2.45, ONNX Runtime 1.27.1 Download
QNN_DLC float Universal QAIRT 2.45 Download
QNN_DLC w8a8 Universal QAIRT 2.45 Download
TFLITE float Universal QAIRT 2.45 Download
TFLITE w8a8 Universal QAIRT 2.45 Download

For more device-specific assets and performance metrics, visit MediaPipe-Face-Detection 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-Face-Detection on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.object_detection

Model Stats:

  • Input resolution: 256x256
  • Model size (face_detector) (float): 557 KB
  • Model size (face_detector) (w8a8): 260 KB
  • Model size (face_landmark_detector) (float): 2.33 MB
  • Model size (face_landmark_detector) (w8a8): 750 KB
  • Number of output classes: 6
  • Number of parameters (face_detector): 135K
  • Number of parameters (face_landmark_detector): 603K

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
face_detector ONNX float Snapdragon® X2 Elite 0.382 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® X Elite 0.706 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.496 ms 0 - 43 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 1 Mobile 1.005 ms 1 - 42 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 1.214 ms 1 - 4 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.685 ms 1 - 6 MB NPU
face_detector ONNX float Qualcomm® QCS8450 1.005 ms 1 - 42 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 1.102 ms 1 - 3 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.706 ms 2 - 2 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.408 ms 0 - 36 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Mobile 0.408 ms 0 - 36 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.343 ms 0 - 31 MB NPU
face_detector ONNX w8a8 Snapdragon® X2 Elite 0.154 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® X Elite 0.261 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.187 ms 0 - 43 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.343 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.116 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.385 ms 0 - 4 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.274 ms 0 - 2 MB NPU
face_detector ONNX w8a8 Qualcomm® QCS8450 0.343 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.466 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.261 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.326 ms 0 - 148 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.281 ms 0 - 33 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.16 ms 0 - 39 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.16 ms 0 - 39 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.147 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.281 ms 0 - 33 MB NPU
face_detector QNN_DLC float Snapdragon® X2 Elite 0.468 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® X Elite 0.677 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.396 ms 0 - 40 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.762 ms 1 - 42 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 0.943 ms 1 - 4 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 2.915 ms 1 - 29 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.532 ms 0 - 4 MB NPU
face_detector QNN_DLC float Qualcomm® SA8775P 0.999 ms 0 - 31 MB NPU
face_detector QNN_DLC float Qualcomm® SA8650P 0.999 ms 0 - 31 MB NPU
face_detector QNN_DLC float Qualcomm® SA8255P 0.999 ms 0 - 31 MB NPU
face_detector QNN_DLC float Qualcomm® QCS8450 0.762 ms 1 - 42 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.864 ms 1 - 3 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.677 ms 1 - 1 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.332 ms 1 - 28 MB NPU
face_detector QNN_DLC float Qualcomm® SA7255P 2.915 ms 1 - 29 MB NPU
face_detector QNN_DLC float Qualcomm® SA8295P 1.109 ms 0 - 24 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.332 ms 1 - 28 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.282 ms 1 - 30 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.224 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X Elite 0.331 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.167 ms 0 - 37 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.29 ms 0 - 44 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.811 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.345 ms 0 - 3 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.656 ms 0 - 28 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.243 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.428 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.428 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.428 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.29 ms 0 - 44 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.331 ms 2 - 4 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.331 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.267 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.246 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.144 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.656 ms 0 - 28 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.583 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.144 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.14 ms 0 - 28 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.246 ms 0 - 26 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.392 ms 0 - 39 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.778 ms 0 - 41 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.957 ms 0 - 4 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 2.947 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.533 ms 0 - 2 MB NPU
face_detector TFLITE float Qualcomm® SA8775P 1.033 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8650P 1.033 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8255P 1.033 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® QCS8450 0.778 ms 0 - 41 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.875 ms 0 - 3 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.347 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® SA7255P 2.947 ms 0 - 29 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Mobile 0.347 ms 0 - 29 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.3 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.165 ms 0 - 36 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.295 ms 0 - 42 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.731 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.454 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.695 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.245 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8775P 0.44 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8650P 0.44 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8255P 0.44 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® QCS8450 0.295 ms 0 - 42 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.351 ms 0 - 2 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.258 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.247 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.147 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA7255P 0.695 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8295P 0.617 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.147 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.14 ms 0 - 27 MB NPU
face_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.247 ms 0 - 25 MB NPU
face_landmark_detector ONNX float Snapdragon® X2 Elite 0.155 ms 1 - 1 MB NPU
face_landmark_detector ONNX float Snapdragon® X Elite 0.27 ms 0 - 0 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.207 ms 0 - 35 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 1 Mobile 0.421 ms 0 - 41 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 0.43 ms 0 - 4 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.282 ms 0 - 3 MB NPU
face_landmark_detector ONNX float Qualcomm® QCS8450 0.421 ms 0 - 41 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 0.426 ms 0 - 3 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.27 ms 0 - 0 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.173 ms 0 - 27 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Mobile 0.173 ms 0 - 27 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.162 ms 0 - 24 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® X2 Elite 0.113 ms 1 - 1 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® X Elite 0.181 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.153 ms 0 - 39 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.249 ms 0 - 42 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 0.698 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.405 ms 0 - 4 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.202 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® QCS8450 0.249 ms 0 - 42 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.314 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.181 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 0.603 ms 0 - 26 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.185 ms 0 - 28 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.131 ms 0 - 33 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.131 ms 0 - 33 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.128 ms 0 - 28 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.185 ms 0 - 28 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X2 Elite 0.212 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X Elite 0.287 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.149 ms 0 - 32 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.293 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 0.305 ms 0 - 3 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 0.817 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.188 ms 0 - 4 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8775P 0.398 ms 0 - 25 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8650P 0.398 ms 0 - 25 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8255P 0.398 ms 0 - 25 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® QCS8450 0.293 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.302 ms 0 - 3 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.287 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.131 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA7255P 0.817 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8295P 0.56 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.131 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.113 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.18 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® X Elite 0.233 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.118 ms 0 - 32 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.195 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.586 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.207 ms 0 - 3 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.48 ms 0 - 25 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.148 ms 0 - 1 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.314 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.314 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.314 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.195 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.276 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.233 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 0.512 ms 0 - 21 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.147 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.101 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.48 ms 0 - 25 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.458 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.101 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.1 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.147 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.15 ms 0 - 33 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.309 ms 0 - 37 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.312 ms 0 - 5 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.845 ms 0 - 24 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.191 ms 0 - 2 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8775P 0.42 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8650P 0.42 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8255P 0.42 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® QCS8450 0.309 ms 0 - 37 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.309 ms 0 - 4 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.133 ms 0 - 22 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA7255P 0.845 ms 0 - 24 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Mobile 0.133 ms 0 - 22 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.116 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.11 ms 0 - 32 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.195 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.445 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.34 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.493 ms 0 - 25 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.155 ms 0 - 64 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8775P 0.333 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8650P 0.333 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8255P 0.333 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® QCS8450 0.195 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.224 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 0.522 ms 0 - 21 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.143 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.105 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.493 ms 0 - 25 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.451 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.105 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.101 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.143 ms 0 - 22 MB NPU

License

  • The license for the original implementation of MediaPipe-Face-Detection can be found here.

References

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Paper for qualcomm/MediaPipe-Face-Detection