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qualcomm/
Facial-Landmark-Detection

Name: Facial-Landmark-Detection
Availability: InStock

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Facial-Landmark-Detection: Optimized for Qualcomm Devices

Detects facial landmarks (eg, nose, mouth, etc.). 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	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 Facial-Landmark-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 Facial-Landmark-Detection on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.pose_estimation

Model Stats:

Input resolution: 128x128
Model size (float): 20.7 MB
Model size (w8a8): 5.27 MB
Number of parameters: 5.42M

Performance Summary

Model	Runtime	Precision	Chipset	Inference Time (ms)	Peak Memory Range (MB)	Primary Compute Unit
Facial-Landmark-Detection	ONNX	float	Snapdragon® X2 Elite	0.16 ms	1 - 1 MB	NPU
Facial-Landmark-Detection	ONNX	float	Snapdragon® X Elite	0.272 ms	11 - 11 MB	NPU
Facial-Landmark-Detection	ONNX	float	Snapdragon® 8 Gen 3 Mobile	0.247 ms	0 - 31 MB	NPU
Facial-Landmark-Detection	ONNX	float	Snapdragon® 8 Gen 1 Mobile	0.528 ms	0 - 36 MB	NPU
Facial-Landmark-Detection	ONNX	float	Qualcomm® Dragonwing™ IQ-8275	0.46 ms	0 - 4 MB	NPU
Facial-Landmark-Detection	ONNX	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.318 ms	0 - 13 MB	NPU
Facial-Landmark-Detection	ONNX	float	Qualcomm® QCS8450	0.528 ms	0 - 36 MB	NPU
Facial-Landmark-Detection	ONNX	float	Qualcomm® Dragonwing™ IQ-9075	0.464 ms	0 - 3 MB	NPU
Facial-Landmark-Detection	ONNX	float	Qualcomm® Dragonwing™ IQ-X7181	0.272 ms	11 - 11 MB	NPU
Facial-Landmark-Detection	ONNX	float	Qualcomm® Dragonwing™ Q-8750	0.214 ms	0 - 20 MB	NPU
Facial-Landmark-Detection	ONNX	float	Snapdragon® 8 Elite Mobile	0.214 ms	0 - 20 MB	NPU
Facial-Landmark-Detection	ONNX	float	Snapdragon® 8 Elite Gen 5 Mobile	0.212 ms	0 - 19 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Snapdragon® X2 Elite	0.074 ms	1 - 1 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Snapdragon® X Elite	0.127 ms	5 - 5 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Snapdragon® 8 Gen 3 Mobile	0.139 ms	0 - 40 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Snapdragon® 8 Gen 1 Mobile	0.274 ms	0 - 44 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ QCS6490	0.847 ms	0 - 3 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.366 ms	0 - 3 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.168 ms	0 - 8 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® QCS8450	0.274 ms	0 - 44 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.257 ms	0 - 3 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-X7181	0.127 ms	5 - 5 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ Q-6690	0.612 ms	0 - 26 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ Q-7790	0.218 ms	0 - 26 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Qualcomm® Dragonwing™ Q-8750	0.125 ms	0 - 26 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Snapdragon® 8 Elite Mobile	0.125 ms	0 - 26 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	0.12 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	ONNX	w8a8	Snapdragon® 7 Gen 4 Mobile	0.218 ms	0 - 26 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Snapdragon® X2 Elite	0.25 ms	0 - 0 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Snapdragon® X Elite	0.37 ms	0 - 0 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Snapdragon® 8 Gen 3 Mobile	0.232 ms	0 - 29 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Snapdragon® 8 Gen 1 Mobile	0.545 ms	0 - 34 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	0.418 ms	0 - 3 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	1.175 ms	0 - 21 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.31 ms	0 - 2 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® SA8775P	0.502 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® SA8650P	0.502 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® SA8255P	0.502 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® QCS8450	0.545 ms	0 - 34 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-9075	0.391 ms	0 - 2 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-X7181	0.37 ms	0 - 0 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ Q-8750	0.211 ms	0 - 19 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® SA7255P	1.175 ms	0 - 21 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Qualcomm® SA8295P	0.663 ms	0 - 18 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Snapdragon® 8 Elite Mobile	0.211 ms	0 - 19 MB	NPU
Facial-Landmark-Detection	QNN_DLC	float	Snapdragon® 8 Elite Gen 5 Mobile	0.199 ms	0 - 21 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Snapdragon® X2 Elite	0.182 ms	0 - 0 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Snapdragon® X Elite	0.224 ms	0 - 0 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Snapdragon® 8 Gen 3 Mobile	0.145 ms	0 - 36 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Snapdragon® 8 Gen 1 Mobile	0.236 ms	0 - 43 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS6490	0.748 ms	0 - 2 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.223 ms	0 - 2 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.459 ms	0 - 21 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.171 ms	0 - 8 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® SA8775P	0.31 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® SA8650P	0.31 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® SA8255P	0.31 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® QCS8450	0.236 ms	0 - 43 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.219 ms	2 - 4 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-X7181	0.224 ms	0 - 0 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-6690	0.6 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-7790	0.219 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-8750	0.122 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® SA7255P	0.459 ms	0 - 21 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Qualcomm® SA8295P	0.454 ms	0 - 18 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Snapdragon® 8 Elite Mobile	0.122 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	0.113 ms	0 - 20 MB	NPU
Facial-Landmark-Detection	QNN_DLC	w8a8	Snapdragon® 7 Gen 4 Mobile	0.219 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Snapdragon® 8 Gen 3 Mobile	0.226 ms	0 - 40 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Snapdragon® 8 Gen 1 Mobile	0.47 ms	0 - 46 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	0.409 ms	0 - 13 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	1.135 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.281 ms	0 - 4 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® SA8775P	0.496 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® SA8650P	0.496 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® SA8255P	0.496 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® QCS8450	0.47 ms	0 - 46 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® Dragonwing™ IQ-9075	0.375 ms	0 - 13 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® Dragonwing™ Q-8750	0.198 ms	0 - 25 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® SA7255P	1.135 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Qualcomm® SA8295P	0.692 ms	0 - 18 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Snapdragon® 8 Elite Mobile	0.198 ms	0 - 25 MB	NPU
Facial-Landmark-Detection	TFLITE	float	Snapdragon® 8 Elite Gen 5 Mobile	0.194 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Snapdragon® 8 Gen 3 Mobile	0.138 ms	0 - 36 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Snapdragon® 8 Gen 1 Mobile	0.238 ms	0 - 42 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS6490	0.683 ms	0 - 7 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.227 ms	0 - 8 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.458 ms	0 - 20 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.167 ms	0 - 2 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® SA8775P	0.324 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® SA8650P	0.324 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® SA8255P	0.324 ms	0 - 22 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® QCS8450	0.238 ms	0 - 42 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.24 ms	0 - 7 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-6690	0.599 ms	0 - 23 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-7790	0.225 ms	0 - 23 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-8750	0.119 ms	0 - 20 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® SA7255P	0.458 ms	0 - 20 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Qualcomm® SA8295P	0.48 ms	0 - 18 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Snapdragon® 8 Elite Mobile	0.119 ms	0 - 20 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Snapdragon® 8 Elite Gen 5 Mobile	0.12 ms	0 - 24 MB	NPU
Facial-Landmark-Detection	TFLITE	w8a8	Snapdragon® 7 Gen 4 Mobile	0.225 ms	0 - 23 MB	NPU

License

The license for the original implementation of Facial-Landmark-Detection can be found here.

Community

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qualcomm/Facial-Landmark-Detection