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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 2.50, ONNX Runtime 1.30.0 Download
ONNX w8a8 Universal QAIRT 2.50, ONNX Runtime 1.30.0 Download
QNN_DLC float Universal QAIRT 2.50 Download
QNN_DLC w8a8 Universal QAIRT 2.50 Download
TFLITE float Universal QAIRT 2.50 Download
TFLITE w8a8 Universal QAIRT 2.50 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® 8 Elite Gen 5 For Galaxy Mobile 0.349 ms 0 - 35 MB NPU
face_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.407 ms 0 - 38 MB NPU
face_detector ONNX float Snapdragon® X2 Elite 0.514 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® X Elite 0.685 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.496 ms 0 - 47 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 1 Mobile 1.025 ms 1 - 49 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 1.195 ms 1 - 5 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.679 ms 1 - 2 MB NPU
face_detector ONNX float Qualcomm® QCS8450 1.025 ms 1 - 49 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 1.095 ms 1 - 4 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.685 ms 2 - 2 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.407 ms 0 - 38 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.149 ms 0 - 38 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.164 ms 0 - 38 MB NPU
face_detector ONNX w8a8 Snapdragon® X2 Elite 0.136 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® X Elite 0.257 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.195 ms 0 - 48 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.334 ms 0 - 52 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.007 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.506 ms 0 - 4 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.291 ms 0 - 2 MB NPU
face_detector ONNX w8a8 Qualcomm® QCS8450 0.334 ms 0 - 52 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.429 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.257 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.337 ms 0 - 144 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.288 ms 0 - 37 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.164 ms 0 - 38 MB NPU
face_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.288 ms 0 - 37 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.284 ms 0 - 32 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.334 ms 0 - 35 MB NPU
face_detector QNN_DLC float Snapdragon® X2 Elite 0.529 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® X Elite 0.675 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.395 ms 0 - 43 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.761 ms 0 - 41 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 0.934 ms 1 - 4 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.537 ms 1 - 2 MB NPU
face_detector QNN_DLC float Qualcomm® QCS8450 0.761 ms 0 - 41 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.864 ms 3 - 6 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.675 ms 1 - 1 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.334 ms 0 - 35 MB NPU
face_detector QNN_DLC float Qualcomm® SA7255P 2.874 ms 1 - 33 MB NPU
face_detector QNN_DLC float Qualcomm® SA8295P 0.98 ms 0 - 28 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.134 ms 0 - 33 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.139 ms 0 - 31 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.228 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X Elite 0.328 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.165 ms 0 - 42 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.275 ms 0 - 48 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.81 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.388 ms 0 - 3 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.242 ms 0 - 2 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 0.275 ms 0 - 48 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.329 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.328 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.281 ms 0 - 31 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.247 ms 0 - 31 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.139 ms 0 - 31 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.625 ms 0 - 33 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.458 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.247 ms 0 - 31 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.287 ms 0 - 32 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.34 ms 0 - 35 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.394 ms 0 - 43 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.774 ms 0 - 45 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.958 ms 0 - 5 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.536 ms 0 - 2 MB NPU
face_detector TFLITE float Qualcomm® SA8650P 2.078 ms 0 - 28 MB GPU
face_detector TFLITE float Qualcomm® SA8255P 2.078 ms 0 - 28 MB GPU
face_detector TFLITE float Qualcomm® QCS8450 0.774 ms 0 - 45 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.881 ms 0 - 4 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.34 ms 0 - 35 MB NPU
face_detector TFLITE float Qualcomm® SA8295P 1.002 ms 0 - 28 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.133 ms 0 - 31 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.142 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.163 ms 0 - 41 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.284 ms 0 - 48 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.656 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.281 ms 0 - 4 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.242 ms 0 - 2 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 0.284 ms 0 - 48 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.35 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.259 ms 0 - 30 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.243 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.142 ms 0 - 29 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA7255P 0.667 ms 0 - 32 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8295P 0.466 ms 0 - 30 MB NPU
face_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.243 ms 0 - 29 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.164 ms 0 - 28 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.178 ms 0 - 32 MB NPU
face_landmark_detector ONNX float Snapdragon® X2 Elite 0.153 ms 1 - 1 MB NPU
face_landmark_detector ONNX float Snapdragon® X Elite 0.265 ms 0 - 0 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.211 ms 0 - 39 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 1 Mobile 0.372 ms 0 - 47 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 0.431 ms 0 - 4 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.278 ms 0 - 36 MB NPU
face_landmark_detector ONNX float Qualcomm® QCS8450 0.372 ms 0 - 47 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 0.43 ms 0 - 4 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.265 ms 0 - 0 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.178 ms 0 - 32 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.126 ms 0 - 31 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.132 ms 0 - 36 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® X2 Elite 0.108 ms 1 - 1 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® X Elite 0.179 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.15 ms 0 - 44 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.235 ms 0 - 49 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 0.538 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.412 ms 0 - 4 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.192 ms 0 - 2 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® QCS8450 0.235 ms 0 - 49 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 0.179 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 0.564 ms 0 - 30 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.164 ms 0 - 32 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.132 ms 0 - 36 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.164 ms 0 - 32 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.112 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.134 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X2 Elite 0.197 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X Elite 0.279 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.146 ms 0 - 37 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.269 ms 0 - 41 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 0.31 ms 0 - 4 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.194 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® QCS8450 0.269 ms 0 - 41 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.289 ms 0 - 3 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.279 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.134 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA7255P 0.803 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8295P 0.435 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.099 ms 0 - 28 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.097 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.178 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® X Elite 0.245 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.109 ms 0 - 37 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.18 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.561 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.317 ms 0 - 3 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.147 ms 0 - 2 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 0.18 ms 0 - 39 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™ IQ-X7181 0.245 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 0.477 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.142 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.097 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.447 ms 0 - 28 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.327 ms 0 - 27 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.142 ms 0 - 27 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.119 ms 0 - 26 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.144 ms 0 - 30 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.154 ms 0 - 37 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.274 ms 0 - 47 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.307 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® SA8650P 1.235 ms 0 - 30 MB GPU
face_landmark_detector TFLITE float Qualcomm® SA8255P 1.235 ms 0 - 30 MB GPU
face_landmark_detector TFLITE float Qualcomm® QCS8450 0.274 ms 0 - 47 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.298 ms 0 - 4 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.144 ms 0 - 30 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8295P 0.448 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.099 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.103 ms 0 - 27 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.113 ms 0 - 36 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.183 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.41 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.213 ms 0 - 4 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.151 ms 0 - 2 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 0.183 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.229 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 0.504 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.144 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.103 ms 0 - 27 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.478 ms 0 - 28 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.337 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.144 ms 0 - 26 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