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Lightweight-Face-Detection

Object Detection
PyTorch
real_time
bu_iot
android
Model card Files
xet
 Community

Lightweight-Face-Detection: Optimized for Qualcomm Devices

A small and accurate model for detecting bounding boxes for faces in images. This model's architecture was developed by Qualcomm. The model was trained by Qualcomm on a proprietary dataset of faces, but can be used on any image.

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 w8a16 Universal QAIRT 2.45, ONNX Runtime 1.27.1 Download
ONNX w8a16_mixed_int16 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 w8a16 Universal QAIRT 2.45 Download
QNN_DLC w8a16_mixed_int16 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 Lightweight-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 Lightweight-Face-Detection on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.object_detection

Model Stats:

  • Inference latency: RealTime
  • Input resolution: 480x640
  • Model checkpoint: qfd360_sl_model.pt
  • Model size (float): 3.37 MB
  • Model size (w8a16): 1.09 MB
  • Model size (w8a8): 965 KB
  • Number of parameters: 878K

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
Lightweight-Face-Detection ONNX float Snapdragon® X2 Elite 1.138 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® X Elite 2.031 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Gen 3 Mobile 1.075 ms 0 - 161 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Gen 1 Mobile 3.021 ms 1 - 161 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-8275 2.129 ms 1 - 5 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.94 ms 0 - 28 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® QCS8450 3.021 ms 1 - 161 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-9075 2.447 ms 1 - 4 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-X7181 2.031 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ Q-8750 0.895 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Elite Mobile 0.895 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Elite Gen 5 Mobile 1.086 ms 0 - 150 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® X2 Elite 0.897 ms 2 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® X Elite 1.852 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Gen 3 Mobile 0.987 ms 0 - 158 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Gen 1 Mobile 2.017 ms 0 - 163 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ QCS6490 5.232 ms 1 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-8275 1.451 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.776 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® QCS8450 2.017 ms 0 - 163 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-9075 1.939 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-X7181 1.852 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-6690 7.496 ms 1 - 148 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-7790 2.721 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-8750 0.848 ms 0 - 148 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Elite Mobile 0.848 ms 0 - 148 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.839 ms 0 - 146 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 7 Gen 4 Mobile 2.721 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® X2 Elite 0.903 ms 2 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® X Elite 1.868 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 1.0 ms 0 - 162 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 1.524 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.777 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 1.958 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 1.868 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 8.173 ms 1 - 145 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 2.788 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.852 ms 0 - 147 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.852 ms 0 - 147 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 Mobile 0.845 ms 0 - 146 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 2.788 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® X2 Elite 0.238 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® X Elite 0.447 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.312 ms 0 - 156 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.599 ms 0 - 158 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 2.124 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.578 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.445 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® QCS8450 0.599 ms 0 - 158 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.611 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.447 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 2.853 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.555 ms 0 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.263 ms 0 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Elite Mobile 0.263 ms 0 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.218 ms 0 - 145 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.555 ms 0 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® X2 Elite 1.351 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® X Elite 2.768 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Gen 3 Mobile 1.6 ms 0 - 41 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Gen 1 Mobile 4.291 ms 0 - 46 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 2.734 ms 1 - 5 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 2.512 ms 1 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8775P 3.24 ms 0 - 30 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8650P 3.24 ms 0 - 30 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8255P 3.24 ms 0 - 30 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® QCS8450 4.291 ms 0 - 46 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 3.011 ms 1 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 2.768 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ Q-8750 1.215 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA7255P 6.684 ms 1 - 28 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8295P 3.784 ms 0 - 26 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Elite Mobile 1.215 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 1.086 ms 0 - 30 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® X2 Elite 0.912 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® X Elite 1.96 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Gen 3 Mobile 0.964 ms 0 - 156 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Gen 1 Mobile 2.889 ms 0 - 158 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS6490 12.376 ms 0 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 1.325 ms 1 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.763 ms 1 - 19 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8775P 1.891 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8650P 1.891 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8255P 1.891 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® QCS8450 2.889 ms 0 - 158 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-9075 1.739 ms 1 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-X7181 1.96 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-6690 15.893 ms 1 - 141 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-7790 2.57 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-8750 0.771 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA7255P 2.941 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8295P 2.297 ms 1 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Elite Mobile 0.771 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.714 ms 0 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 7 Gen 4 Mobile 2.57 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® X2 Elite 0.914 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® X Elite 1.957 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.958 ms 0 - 153 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 1.397 ms 1 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.751 ms 1 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8775P 1.933 ms 0 - 143 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8650P 1.933 ms 0 - 143 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8255P 1.933 ms 0 - 143 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 1.805 ms 1 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 1.957 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 16.43 ms 1 - 141 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 2.551 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.801 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA7255P 3.115 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.801 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 Mobile 0.729 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 2.551 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® X2 Elite 0.298 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® X Elite 0.527 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.277 ms 0 - 35 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.49 ms 0 - 41 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 1.815 ms 0 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.46 ms 0 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.411 ms 0 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8775P 0.608 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8650P 0.608 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8255P 0.608 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® QCS8450 0.49 ms 0 - 41 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.518 ms 0 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.527 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 2.768 ms 0 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.48 ms 0 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.227 ms 0 - 26 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA7255P 1.086 ms 0 - 25 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8295P 0.835 ms 0 - 23 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.227 ms 0 - 26 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.196 ms 0 - 25 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.48 ms 0 - 138 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Gen 3 Mobile 1.631 ms 0 - 42 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Gen 1 Mobile 4.284 ms 0 - 47 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ IQ-8275 2.694 ms 0 - 6 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 2.534 ms 0 - 2 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8775P 3.314 ms 0 - 31 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8650P 3.314 ms 0 - 31 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8255P 3.314 ms 0 - 31 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® QCS8450 4.284 ms 0 - 47 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ IQ-9075 3.083 ms 0 - 5 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ Q-8750 1.241 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA7255P 6.63 ms 0 - 30 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8295P 3.791 ms 0 - 27 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Elite Mobile 1.241 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 1.072 ms 0 - 30 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.281 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.5 ms 0 - 40 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 1.754 ms 0 - 3 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.471 ms 0 - 4 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.411 ms 0 - 2 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8775P 0.629 ms 0 - 26 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8650P 0.629 ms 0 - 26 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8255P 0.629 ms 0 - 26 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® QCS8450 0.5 ms 0 - 40 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.539 ms 0 - 3 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 2.81 ms 0 - 137 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.483 ms 0 - 136 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.239 ms 0 - 24 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA7255P 1.115 ms 0 - 24 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8295P 0.851 ms 0 - 22 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.239 ms 0 - 24 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.195 ms 0 - 24 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.483 ms 0 - 136 MB NPU

License

  • The license for the original implementation of Lightweight-Face-Detection can be found here.

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