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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 1.25.0 Download
ONNX w8a8 Universal QAIRT 2.45, ONNX Runtime 1.25.0 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
  • Number of output classes: 6
  • Number of parameters (face_detector): 135K
  • Model size (face_detector) (w8a8): 260 KB
  • Number of parameters (face_landmark_detector): 603K
  • Model size (face_landmark_detector) (w8a8): 750 KB
  • Model size (face_detector) (float): 557 KB
  • Model size (face_landmark_detector) (float): 2.33 MB

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
face_detector ONNX float Snapdragon® X2 Elite 0.51 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® X Elite 0.697 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.497 ms 0 - 43 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 1 Mobile 1.002 ms 1 - 43 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.674 ms 1 - 3 MB NPU
face_detector ONNX float Qualcomm® QCS8450 1.002 ms 1 - 43 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 1.101 ms 1 - 3 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.343 ms 0 - 31 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Mobile 0.432 ms 0 - 31 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.432 ms 0 - 31 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.697 ms 2 - 2 MB NPU
face_detector ONNX w8a8 Snapdragon® X2 Elite 0.14 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® X Elite 0.262 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.192 ms 0 - 44 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.332 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.057 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.278 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® QCS8450 0.332 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.166 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.283 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.151 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.447 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.323 ms 0 - 148 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.283 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.166 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.262 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® X2 Elite 0.445 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® X Elite 0.67 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 0 - 42 MB NPU
face_detector QNN_DLC float Qualcomm® QCS8275 2.884 ms 1 - 29 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.53 ms 0 - 8 MB NPU
face_detector QNN_DLC float Qualcomm® SA8775P 1.001 ms 0 - 31 MB NPU
face_detector QNN_DLC float Qualcomm® SA8650P 1.001 ms 0 - 31 MB NPU
face_detector QNN_DLC float Qualcomm® SA8255P 1.001 ms 0 - 31 MB NPU
face_detector QNN_DLC float Qualcomm® QCS8450 0.762 ms 0 - 42 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.955 ms 1 - 3 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.285 ms 1 - 31 MB NPU
face_detector QNN_DLC float Qualcomm® SA7255P 2.884 ms 1 - 29 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.334 ms 0 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® SA8295P 1.083 ms 0 - 25 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.334 ms 0 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.67 ms 1 - 1 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.22 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X Elite 0.339 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.164 ms 0 - 37 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.288 ms 0 - 42 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.806 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® QCS8275 0.667 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.238 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.427 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.427 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.427 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.288 ms 0 - 42 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.144 ms 0 - 32 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.249 ms 1 - 27 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.135 ms 0 - 33 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.329 ms 2 - 4 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.256 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.59 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.667 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.249 ms 1 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.144 ms 0 - 32 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.339 ms 0 - 0 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.397 ms 0 - 39 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.782 ms 0 - 41 MB NPU
face_detector TFLITE float Qualcomm® QCS8275 2.952 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.535 ms 0 - 17 MB NPU
face_detector TFLITE float Qualcomm® SA8775P 1.023 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8650P 1.023 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8255P 1.023 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® QCS8450 0.782 ms 0 - 41 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.872 ms 0 - 3 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.286 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® SA7255P 2.952 ms 0 - 29 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Mobile 0.346 ms 0 - 33 MB NPU
face_detector TFLITE float Qualcomm® SA8295P 1.109 ms 0 - 25 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.346 ms 0 - 33 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.166 ms 0 - 36 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.297 ms 0 - 39 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.712 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® QCS8275 0.677 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.24 ms 0 - 72 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8775P 0.448 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8650P 0.448 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8255P 0.448 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® QCS8450 0.297 ms 0 - 39 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.149 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.243 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.139 ms 0 - 28 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.384 ms 0 - 2 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.271 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8295P 0.595 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA7255P 0.677 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.243 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.149 ms 0 - 26 MB NPU
face_landmark_detector ONNX float Snapdragon® X2 Elite 0.154 ms 1 - 1 MB NPU
face_landmark_detector ONNX float Snapdragon® X Elite 0.271 ms 0 - 0 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.211 ms 0 - 35 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 1 Mobile 0.423 ms 0 - 44 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.28 ms 0 - 62 MB NPU
face_landmark_detector ONNX float Qualcomm® QCS8450 0.423 ms 0 - 44 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 0.425 ms 0 - 3 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.163 ms 0 - 25 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Mobile 0.184 ms 0 - 28 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.184 ms 0 - 28 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.271 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® X2 Elite 0.112 ms 1 - 1 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® X Elite 0.184 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.151 ms 0 - 40 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.25 ms 0 - 41 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 0.714 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.201 ms 0 - 2 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® QCS8450 0.25 ms 0 - 41 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.127 ms 0 - 35 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.169 ms 0 - 28 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.129 ms 0 - 28 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.312 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 0.609 ms 0 - 29 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.169 ms 0 - 28 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.127 ms 0 - 35 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.184 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X2 Elite 0.207 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X Elite 0.273 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.138 ms 0 - 31 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.295 ms 0 - 41 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® QCS8275 0.828 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.183 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8775P 0.405 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8650P 0.405 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8255P 0.405 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® QCS8450 0.295 ms 0 - 41 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.293 ms 2 - 5 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.11 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA7255P 0.828 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.122 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8295P 0.557 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.122 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.273 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.174 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 0.108 ms 0 - 33 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 0.552 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8275 0.49 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.152 ms 0 - 6 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.313 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.313 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.313 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 Snapdragon® 8 Elite Mobile 0.1 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.14 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.093 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.218 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 0.489 ms 0 - 21 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.464 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.49 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.14 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.1 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.233 ms 0 - 0 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.152 ms 0 - 32 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.311 ms 0 - 42 MB NPU
face_landmark_detector TFLITE float Qualcomm® QCS8275 0.83 ms 0 - 24 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.211 ms 0 - 30 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8775P 0.427 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8650P 0.427 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8255P 0.427 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® QCS8450 0.311 ms 0 - 42 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.297 ms 0 - 4 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.119 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA7255P 0.83 ms 0 - 24 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Mobile 0.137 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8295P 0.563 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.137 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.118 ms 0 - 32 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.196 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.444 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® QCS8275 0.497 ms 0 - 25 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.153 ms 0 - 19 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 0.196 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.105 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.145 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.103 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.233 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 0.53 ms 0 - 21 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.459 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.497 ms 0 - 25 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.145 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.105 ms 0 - 23 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