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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 1.143 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® X Elite 2.046 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Gen 3 Mobile 1.077 ms 0 - 158 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Gen 1 Mobile 3.033 ms 1 - 160 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-8275 2.13 ms 1 - 5 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.935 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® QCS8450 3.033 ms 1 - 160 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-9075 2.445 ms 1 - 4 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-X7181 2.046 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ Q-8750 0.892 ms 0 - 145 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Elite Mobile 0.892 ms 0 - 145 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Elite Gen 5 Mobile 1.088 ms 1 - 151 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® X2 Elite 0.899 ms 2 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® X Elite 1.863 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Gen 3 Mobile 0.99 ms 0 - 159 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Gen 1 Mobile 2.002 ms 0 - 162 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ QCS6490 5.108 ms 1 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-8275 1.465 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.773 ms 0 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® QCS8450 2.002 ms 0 - 162 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-9075 1.914 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-X7181 1.863 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-6690 7.514 ms 1 - 145 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-7790 2.716 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-8750 0.852 ms 0 - 146 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Elite Mobile 0.852 ms 0 - 146 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.84 ms 0 - 145 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 7 Gen 4 Mobile 2.716 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® X2 Elite 0.913 ms 2 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® X Elite 1.955 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 1.033 ms 0 - 164 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 1.535 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.864 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 2.02 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 1.955 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 9.102 ms 1 - 146 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 2.911 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.872 ms 0 - 147 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.872 ms 0 - 147 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 Mobile 0.86 ms 0 - 146 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 2.911 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® X2 Elite 0.215 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® X Elite 0.446 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.314 ms 0 - 156 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.602 ms 0 - 160 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.832 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.536 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.45 ms 0 - 78 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® QCS8450 0.602 ms 0 - 160 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.683 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.446 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 2.916 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.557 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.245 ms 0 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Elite Mobile 0.245 ms 0 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.216 ms 0 - 145 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.557 ms 0 - 143 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® X2 Elite 1.331 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® X Elite 2.776 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Gen 3 Mobile 1.601 ms 0 - 41 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Gen 1 Mobile 4.279 ms 1 - 47 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 2.73 ms 1 - 5 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 6.711 ms 1 - 28 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 2.516 ms 1 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8775P 3.241 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8650P 3.241 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8255P 3.241 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® QCS8450 4.279 ms 1 - 47 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 3.03 ms 1 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 2.776 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ Q-8750 1.217 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA7255P 6.711 ms 1 - 28 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8295P 3.79 ms 0 - 26 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Elite Mobile 1.217 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 1.084 ms 0 - 30 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® X2 Elite 0.969 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® X Elite 1.966 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Gen 3 Mobile 0.96 ms 1 - 157 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Gen 1 Mobile 2.87 ms 1 - 161 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS6490 12.512 ms 3 - 5 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 1.326 ms 1 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 2.944 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.763 ms 1 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8775P 1.876 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8650P 1.876 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8255P 1.876 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® QCS8450 2.87 ms 1 - 161 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-9075 1.738 ms 0 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-X7181 1.966 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-6690 14.652 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-7790 2.578 ms 0 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-8750 0.772 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA7255P 2.944 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8295P 2.271 ms 0 - 137 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Elite Mobile 0.772 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Elite Gen 5 Mobile 0.713 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 7 Gen 4 Mobile 2.578 ms 0 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® X2 Elite 0.92 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® X Elite 1.974 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.998 ms 0 - 153 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 1.423 ms 1 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 3.252 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.755 ms 1 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8775P 1.927 ms 1 - 143 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8650P 1.927 ms 1 - 143 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8255P 1.927 ms 1 - 143 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 1.794 ms 1 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 1.974 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 16.329 ms 1 - 141 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 2.611 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.827 ms 1 - 145 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA7255P 3.252 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Mobile 0.827 ms 1 - 145 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 Mobile 0.742 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 2.611 ms 1 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® X2 Elite 0.289 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® X Elite 0.51 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.281 ms 0 - 35 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.497 ms 0 - 41 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 1.87 ms 0 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 1.091 ms 0 - 25 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.408 ms 0 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8775P 0.604 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8650P 0.604 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8255P 0.604 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® QCS8450 0.497 ms 0 - 41 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.518 ms 2 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.51 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 2.835 ms 0 - 137 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.479 ms 0 - 137 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.228 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA7255P 1.091 ms 0 - 25 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8295P 0.832 ms 0 - 23 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Elite Mobile 0.228 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.195 ms 0 - 25 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.479 ms 0 - 137 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Gen 3 Mobile 1.629 ms 0 - 42 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Gen 1 Mobile 4.304 ms 0 - 47 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ IQ-8275 2.692 ms 0 - 6 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ IQ-8275 6.621 ms 0 - 30 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 2.545 ms 0 - 2 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8775P 3.345 ms 0 - 31 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8650P 3.345 ms 0 - 31 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8255P 3.345 ms 0 - 31 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® QCS8450 4.304 ms 0 - 47 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ IQ-9075 3.105 ms 0 - 5 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ Q-8750 1.236 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA7255P 6.621 ms 0 - 30 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8295P 3.801 ms 0 - 27 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Elite Mobile 1.236 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 1.076 ms 0 - 30 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.279 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 1.844 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™ IQ-8275 1.12 ms 0 - 24 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.413 ms 0 - 2 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8775P 0.624 ms 0 - 26 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8650P 0.624 ms 0 - 26 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8255P 0.624 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 2.756 ms 0 - 136 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.481 ms 0 - 137 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.23 ms 0 - 29 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA7255P 1.12 ms 0 - 24 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8295P 0.845 ms 0 - 22 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Elite Mobile 0.23 ms 0 - 29 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.196 ms 0 - 24 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.481 ms 0 - 137 MB NPU

License

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

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