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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 0.38 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® X Elite 0.698 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.505 ms 0 - 43 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 1 Mobile 0.998 ms 1 - 45 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 1.224 ms 1 - 4 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.682 ms 1 - 3 MB NPU
face_detector ONNX float Qualcomm® QCS8450 0.998 ms 1 - 45 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 0.698 ms 2 - 2 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.41 ms 0 - 35 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Mobile 0.41 ms 0 - 35 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 0.139 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® X Elite 0.269 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.188 ms 0 - 43 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.346 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.1 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.406 ms 0 - 4 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.277 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® QCS8450 0.346 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.421 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.269 ms 1 - 1 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 0.284 ms 0 - 33 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.16 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.16 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 Snapdragon® 7 Gen 4 Mobile 0.284 ms 0 - 33 MB NPU
face_detector QNN_DLC float Snapdragon® X2 Elite 0.447 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® X Elite 0.667 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.397 ms 0 - 40 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.758 ms 0 - 42 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 0.945 ms 1 - 4 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.532 ms 1 - 3 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 0.758 ms 0 - 42 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.86 ms 1 - 3 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.667 ms 1 - 1 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.335 ms 0 - 33 MB NPU
face_detector QNN_DLC float Qualcomm® SA7255P 2.896 ms 0 - 30 MB NPU
face_detector QNN_DLC float Qualcomm® SA8295P 1.101 ms 1 - 25 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.335 ms 0 - 33 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.284 ms 0 - 29 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 0.327 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.158 ms 0 - 37 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.288 ms 0 - 43 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.768 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.32 ms 0 - 3 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.245 ms 0 - 6 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.425 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.425 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.425 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.288 ms 0 - 43 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™ IQ-X7181 0.327 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.257 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 0.143 ms 0 - 28 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.661 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.602 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.143 ms 0 - 28 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.137 ms 0 - 32 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 0.396 ms 0 - 39 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.776 ms 0 - 42 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.952 ms 0 - 4 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.531 ms 0 - 2 MB NPU
face_detector TFLITE float Qualcomm® SA8775P 1.022 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8650P 1.022 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8255P 1.022 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® QCS8450 0.776 ms 0 - 42 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.872 ms 0 - 3 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.339 ms 0 - 28 MB NPU
face_detector TFLITE float Qualcomm® SA7255P 2.945 ms 0 - 30 MB NPU
face_detector TFLITE float Qualcomm® SA8295P 1.083 ms 0 - 25 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Mobile 0.339 ms 0 - 28 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.287 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.163 ms 0 - 36 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.3 ms 0 - 42 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.759 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.286 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.245 ms 0 - 4 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8775P 0.447 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8650P 0.447 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8255P 0.447 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® QCS8450 0.3 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 1.278 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.246 ms 0 - 24 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.149 ms 0 - 31 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA7255P 0.683 ms 0 - 27 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8295P 0.594 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.149 ms 0 - 31 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.14 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.246 ms 0 - 24 MB NPU
face_landmark_detector ONNX float Snapdragon® X2 Elite 0.157 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 0.203 ms 0 - 35 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 1 Mobile 0.427 ms 0 - 43 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 0.432 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 0.427 ms 0 - 43 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 0.178 ms 0 - 27 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Mobile 0.178 ms 0 - 27 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.164 ms 0 - 24 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 0.181 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.143 ms 0 - 40 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.254 ms 0 - 44 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 0.738 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.323 ms 0 - 4 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.197 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® QCS8450 0.254 ms 0 - 44 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.309 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 0.612 ms 0 - 27 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.184 ms 0 - 28 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.13 ms 0 - 27 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.13 ms 0 - 27 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 0.184 ms 0 - 28 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 0.289 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.145 ms 0 - 32 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® Dragonwing™ IQ-8275 0.304 ms 0 - 3 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.184 ms 0 - 66 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8775P 0.41 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8650P 0.41 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8255P 0.41 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 0.314 ms 2 - 5 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.289 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.131 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA7255P 0.814 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8295P 0.573 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.131 ms 0 - 27 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 0.177 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 0.114 ms 0 - 33 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.2 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.594 ms 2 - 4 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.323 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.137 ms 0 - 6 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.319 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.319 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.319 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.2 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.219 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 0.51 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.149 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® SA7255P 0.463 ms 0 - 25 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.45 ms 0 - 22 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® 8 Elite Gen 5 Mobile 0.097 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.149 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.149 ms 0 - 33 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.304 ms 0 - 42 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.309 ms 0 - 5 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.192 ms 0 - 2 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8775P 0.421 ms 0 - 26 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8650P 0.421 ms 0 - 26 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8255P 0.421 ms 0 - 26 MB NPU
face_landmark_detector TFLITE float Qualcomm® QCS8450 0.304 ms 0 - 42 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.3 ms 0 - 4 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.141 ms 0 - 27 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA7255P 0.832 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8295P 0.558 ms 0 - 24 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Mobile 0.141 ms 0 - 27 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.115 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.114 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 0.493 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.249 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.151 ms 0 - 2 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8775P 0.324 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8650P 0.324 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8255P 0.324 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 0.24 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 0.517 ms 0 - 21 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.144 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.105 ms 0 - 28 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.493 ms 0 - 24 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.457 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.105 ms 0 - 28 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 0.144 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