You can deploy this model and start earning money today!

qualcomm/
MediaPipe-Face-Detection

Name: MediaPipe-Face-Detection
Rating: 2.5 (665 reviews)

Views

No views yet

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

Community

Join our AI Hub Slack community to collaborate, post questions and learn more about on-device AI.
For questions or feedback please reach out to us.

qualcomm/MediaPipe-Face-Detection