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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
  • 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 0.405 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 0.503 ms 0 - 42 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 1 Mobile 1.005 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 1.005 ms 1 - 43 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 1.104 ms 1 - 3 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-X7181 0.697 ms 2 - 2 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.409 ms 0 - 31 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Mobile 0.409 ms 0 - 31 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.342 ms 0 - 31 MB NPU
face_detector ONNX w8a8 Snapdragon® X2 Elite 0.158 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® X Elite 0.268 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 0.339 ms 0 - 48 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.114 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.277 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® QCS8450 0.339 ms 0 - 48 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.418 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.268 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.163 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.163 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.151 ms 0 - 35 MB NPU
face_detector QNN_DLC float Snapdragon® X2 Elite 0.45 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® X Elite 0.683 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.392 ms 0 - 39 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.758 ms 0 - 41 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8275 2.903 ms 0 - 30 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.533 ms 1 - 2 MB NPU
face_detector QNN_DLC float Qualcomm® SA8775P 0.999 ms 1 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® SA8650P 0.999 ms 1 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® SA8255P 0.999 ms 1 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® QCS8450 0.758 ms 0 - 41 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.883 ms 1 - 3 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.683 ms 1 - 1 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.333 ms 0 - 28 MB NPU
face_detector QNN_DLC float Qualcomm® SA7255P 2.903 ms 0 - 30 MB NPU
face_detector QNN_DLC float Qualcomm® SA8295P 1.085 ms 1 - 25 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.333 ms 0 - 28 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.285 ms 1 - 30 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.227 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 0.159 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 0.781 ms 2 - 4 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8275 0.668 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.244 ms 0 - 3 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.434 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.434 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.434 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 0 - 2 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 1.267 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.249 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.141 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.668 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.594 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.141 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.136 ms 0 - 28 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.249 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 0.764 ms 0 - 42 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ QCS8275 2.946 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.531 ms 0 - 2 MB NPU
face_detector TFLITE float Qualcomm® SA8775P 1.013 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8650P 1.013 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8255P 1.013 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® QCS8450 0.764 ms 0 - 42 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.955 ms 0 - 3 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.352 ms 0 - 28 MB NPU
face_detector TFLITE float Qualcomm® SA7255P 2.946 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® SA8295P 1.099 ms 0 - 25 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Mobile 0.352 ms 0 - 28 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.284 ms 0 - 28 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 0.299 ms 0 - 41 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.757 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8275 0.673 ms 0 - 27 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.243 ms 0 - 2 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 0.299 ms 0 - 41 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.39 ms 0 - 2 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.251 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.245 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.148 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA7255P 0.673 ms 0 - 27 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8295P 0.602 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.148 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.134 ms 0 - 27 MB NPU
face_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.245 ms 0 - 25 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 0.27 ms 0 - 0 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.216 ms 0 - 34 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 1 Mobile 0.408 ms 0 - 42 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.282 ms 0 - 4 MB NPU
face_landmark_detector ONNX float Qualcomm® QCS8450 0.408 ms 0 - 42 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 0.425 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 - 23 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Mobile 0.178 ms 0 - 23 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 0.111 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 0.149 ms 0 - 39 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.26 ms 0 - 44 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 0.712 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.201 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® QCS8450 0.26 ms 0 - 44 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-8750 0.135 ms 0 - 29 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.135 ms 0 - 29 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.127 ms 0 - 28 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X2 Elite 0.208 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 0.146 ms 0 - 32 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.294 ms 0 - 41 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8275 0.808 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.192 ms 0 - 8 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8775P 0.4 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8650P 0.4 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8255P 0.4 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® QCS8450 0.294 ms 0 - 41 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.293 ms 2 - 4 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 0.273 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.127 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA7255P 0.808 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8295P 0.545 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.127 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.111 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.225 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® X Elite 0.247 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.107 ms 0 - 33 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.198 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™ QCS8275 0.473 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.151 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.318 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.318 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.318 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.198 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.217 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.247 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 0.532 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.142 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 0.473 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.447 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 0.1 ms 0 - 24 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.142 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.15 ms 0 - 32 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.301 ms 0 - 38 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ QCS8275 0.852 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.192 ms 0 - 3 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8775P 0.418 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8650P 0.418 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8255P 0.418 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® QCS8450 0.301 ms 0 - 38 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.299 ms 0 - 4 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.138 ms 0 - 28 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA7255P 0.852 ms 0 - 23 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8295P 0.582 ms 0 - 24 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Mobile 0.138 ms 0 - 28 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 0.107 ms 0 - 31 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.2 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.479 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8275 0.509 ms 0 - 24 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.152 ms 0 - 2 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 0.2 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.234 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 0.504 ms 0 - 20 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 0.096 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.509 ms 0 - 24 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.452 ms 0 - 21 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.096 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.1 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.145 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