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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 0.384 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® X Elite 0.71 ms 2 - 2 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.495 ms 0 - 43 MB NPU
face_detector ONNX float Snapdragon® 8 Gen 1 Mobile 1.004 ms 1 - 43 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 1.225 ms 1 - 4 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.673 ms 1 - 3 MB NPU
face_detector ONNX float Qualcomm® QCS8450 1.004 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 0.71 ms 2 - 2 MB NPU
face_detector ONNX float Qualcomm® Dragonwing™ Q-8750 0.41 ms 0 - 31 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Mobile 0.41 ms 0 - 31 MB NPU
face_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.341 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 0.263 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.191 ms 0 - 43 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.336 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.111 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.348 ms 0 - 4 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.276 ms 0 - 2 MB NPU
face_detector ONNX w8a8 Qualcomm® QCS8450 0.336 ms 0 - 47 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.426 ms 0 - 3 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.263 ms 1 - 1 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 1.284 ms 0 - 148 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.282 ms 0 - 33 MB NPU
face_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.162 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.162 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.15 ms 0 - 34 MB NPU
face_detector ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.282 ms 0 - 33 MB NPU
face_detector QNN_DLC float Snapdragon® X2 Elite 0.469 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® X Elite 0.669 ms 1 - 1 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.4 ms 0 - 40 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Gen 1 Mobile 0.768 ms 0 - 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 2.897 ms 0 - 29 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.531 ms 1 - 3 MB NPU
face_detector QNN_DLC float Qualcomm® SA8775P 0.995 ms 1 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® SA8650P 0.995 ms 1 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® SA8255P 0.995 ms 1 - 32 MB NPU
face_detector QNN_DLC float Qualcomm® QCS8450 0.768 ms 0 - 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 0.669 ms 1 - 1 MB NPU
face_detector QNN_DLC float Qualcomm® Dragonwing™ Q-8750 0.335 ms 1 - 34 MB NPU
face_detector QNN_DLC float Qualcomm® SA7255P 2.897 ms 0 - 29 MB NPU
face_detector QNN_DLC float Qualcomm® SA8295P 1.098 ms 0 - 24 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.335 ms 1 - 34 MB NPU
face_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.285 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.221 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® X Elite 0.338 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 0.288 ms 0 - 42 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.818 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.279 ms 0 - 3 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.65 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.238 ms 0 - 11 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.421 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.421 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.421 ms 0 - 30 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.288 ms 0 - 42 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.332 ms 0 - 2 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.338 ms 0 - 0 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 1.269 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 - 32 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.65 ms 0 - 27 MB NPU
face_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.609 ms 0 - 26 MB NPU
face_detector QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.143 ms 0 - 32 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 0.246 ms 0 - 26 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.401 ms 0 - 39 MB NPU
face_detector TFLITE float Snapdragon® 8 Gen 1 Mobile 0.778 ms 0 - 38 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.969 ms 0 - 4 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 2.934 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.535 ms 0 - 4 MB NPU
face_detector TFLITE float Qualcomm® SA8775P 1.116 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8650P 1.116 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® SA8255P 1.116 ms 0 - 31 MB NPU
face_detector TFLITE float Qualcomm® QCS8450 0.778 ms 0 - 38 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.87 ms 0 - 3 MB NPU
face_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.344 ms 0 - 28 MB NPU
face_detector TFLITE float Qualcomm® SA7255P 2.934 ms 0 - 29 MB NPU
face_detector TFLITE float Qualcomm® SA8295P 1.11 ms 0 - 25 MB NPU
face_detector TFLITE float Snapdragon® 8 Elite Mobile 0.344 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 0.16 ms 0 - 36 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.318 ms 0 - 42 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.736 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.456 ms 0 - 3 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.682 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.243 ms 0 - 65 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 0.318 ms 0 - 42 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.343 ms 0 - 2 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 1.265 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.244 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.148 ms 0 - 27 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA7255P 0.682 ms 0 - 26 MB NPU
face_detector TFLITE w8a8 Qualcomm® SA8295P 0.599 ms 0 - 25 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.148 ms 0 - 27 MB NPU
face_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.14 ms 0 - 28 MB NPU
face_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.244 ms 0 - 25 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 0.27 ms 0 - 0 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.206 ms 0 - 35 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Gen 1 Mobile 0.412 ms 0 - 45 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-8275 0.433 ms 0 - 4 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.278 ms 0 - 3 MB NPU
face_landmark_detector ONNX float Qualcomm® QCS8450 0.412 ms 0 - 45 MB NPU
face_landmark_detector ONNX float Qualcomm® Dragonwing™ IQ-9075 0.439 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 0.191 ms 0 - 27 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Mobile 0.191 ms 0 - 27 MB NPU
face_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.164 ms 0 - 25 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 0.185 ms 0 - 0 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.15 ms 0 - 39 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.253 ms 0 - 42 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 0.713 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.31 ms 0 - 4 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.199 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® QCS8450 0.253 ms 0 - 42 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.321 ms 0 - 3 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.185 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 0.168 ms 0 - 28 MB NPU
face_landmark_detector ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.132 ms 0 - 33 MB NPU
face_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Mobile 0.132 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 0.168 ms 0 - 28 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® X2 Elite 0.204 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 0.297 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™ IQ-8275 0.815 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.19 ms 0 - 2 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 0.297 ms 0 - 41 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 0.295 ms 0 - 3 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 0.132 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA7255P 0.815 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Qualcomm® SA8295P 0.561 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC float Snapdragon® 8 Elite Mobile 0.132 ms 0 - 22 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 w8a8 Snapdragon® X2 Elite 0.181 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 0.117 ms 0 - 33 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.194 ms 0 - 39 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 0.58 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.205 ms 0 - 3 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.478 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.154 ms 0 - 2 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.317 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8650P 0.317 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8255P 0.317 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8450 0.194 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 0.245 ms 0 - 0 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 0.508 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.139 ms 0 - 23 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.104 ms 0 - 28 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.478 ms 0 - 26 MB NPU
face_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.457 ms 0 - 22 MB NPU
face_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.104 ms 0 - 28 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 0.139 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 0.308 ms 0 - 42 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.313 ms 0 - 5 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-8275 0.834 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.192 ms 0 - 72 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8775P 0.437 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8650P 0.437 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8255P 0.437 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® QCS8450 0.308 ms 0 - 42 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ IQ-9075 0.303 ms 0 - 4 MB NPU
face_landmark_detector TFLITE float Qualcomm® Dragonwing™ Q-8750 0.138 ms 0 - 27 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA7255P 0.834 ms 0 - 25 MB NPU
face_landmark_detector TFLITE float Qualcomm® SA8295P 0.6 ms 0 - 24 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Mobile 0.138 ms 0 - 27 MB NPU
face_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.114 ms 0 - 23 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.115 ms 0 - 33 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.197 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 0.441 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.211 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.499 ms 0 - 24 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.137 ms 0 - 2 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8775P 0.355 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8650P 0.355 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8255P 0.355 ms 0 - 26 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® QCS8450 0.197 ms 0 - 38 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.216 ms 0 - 3 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 0.512 ms 0 - 21 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.142 ms 0 - 22 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.104 ms 0 - 28 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.499 ms 0 - 24 MB NPU
face_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.467 ms 0 - 21 MB NPU
face_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.104 ms 0 - 28 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 Snapdragon® 7 Gen 4 Mobile 0.142 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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