Характеристики

Лицензия: Apache 2.0
Библиотека: pytorch
Опубликована: 25 фев 2024

Ссылки

Hugging Face arXiv 1907.05047

MediaPipe-Face-Detection

qualcomm

Поиск объектовИзображение → bounding_boxes3 профессии

MediaPipe-Face-Detection — модель обнаружения лиц, разработанная Qualcomm и оптимизированная для устройств Qualcomm.

1 689скачиваний за 30 дней40лайковвеса обновлены7 окт 2026

Бенчмарки

Как модель справилась с задачами пользователей ailist и что о ней публикуют открытые лидерборды

Публичные оценки

Из открытых лидербордов. Сравнивайте результаты одного теста при одинаковых условиях — отсутствие оценки не значит, что модель хуже.

В подключённых источниках результатов для этой модели пока нет.

Что умеет модель

Описание составлено по карточке модели и метаданным Hugging Face

Она основана на реализации MediaPipe-Face-Detection из MediaPipePyTorch и предназначена для приложений реального времени, включая Android-сценарии и встраиваемые системы. Модель принимает изображения размером 256×256 и определяет ограничивающие рамки лиц, а также шесть ориентиров: левый и правый глаз, кончик носа, рот и точки tragion обоих глаз.

Решение включает детектор лиц примерно на 135 тыс. параметров и детектор лицевых ориентиров примерно на 603 тыс. параметров. Доступны варианты в форматах ONNX, QNN_DLC и TFLITE, в плавающей точности и в формате w8a8. Размер компонентов составляет около 557 КБ и 2,33 МБ для float, а также 260 КБ и 750 КБ для w8a8. Заявлена обработка менее чем за миллисекунду на ряде устройств Qualcomm при использовании NPU, однако фактическое время и потребление памяти зависят от чипсета, runtime и конфигурации.

Сильными сторонами модели являются компактность, низкая задержка и наличие готовых экспортированных артефактов для экосистемы Qualcomm. Ограничения включают фиксированное входное разрешение, ориентацию на устройства и программные стеки Qualcomm, а также отсутствие в README сведений о точности, поддерживаемых языках, устойчивости к сложным условиям съёмки и максимальном числе одновременно обнаруживаемых лиц. Модель распространяется по лицензии Apache-2.0.

Для каких профессий подходит3

Разделы каталога профессий, в задачах которых используется эта модель

Все профессии

II.10Разработка и данныеРазработка и эксплуатация AI/ML-системAI помогает создавать, оценивать, развёртывать и контролировать AI/ML-системы на всём жизненном цикле.30 задач49 000моделей II.2Разработка и данныеСоздание и понимание программного кодаAI помогает писать, объяснять и связывать программный код с требованиями и существующей системой.20 задач21 443модели II.4Разработка и данныеОтладка, тестирование и качество ПОAI помогает находить дефекты, строить проверки и повышать надёжность программного продукта.25 задач13 978моделей

Карточка модели

README от автора на Hugging Face, как он его опубликовал

Открыть на Hugging Face

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 2.50, ONNX Runtime 1.30.0	Download
ONNX	w8a8	Universal	QAIRT 2.50, ONNX Runtime 1.30.0	Download
QNN_DLC	float	Universal	QAIRT 2.50	Download
QNN_DLC	w8a8	Universal	QAIRT 2.50	Download
TFLITE	float	Universal	QAIRT 2.50	Download
TFLITE	w8a8	Universal	QAIRT 2.50	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® 8 Elite Gen 5 For Galaxy Mobile	0.349 ms	0 - 35 MB	NPU
face_detector	ONNX	float	Snapdragon® 8 Elite For Galaxy Mobile	0.407 ms	0 - 38 MB	NPU
face_detector	ONNX	float	Snapdragon® X2 Elite	0.514 ms	2 - 2 MB	NPU
face_detector	ONNX	float	Snapdragon® X Elite	0.685 ms	2 - 2 MB	NPU
face_detector	ONNX	float	Snapdragon® 8 Gen 3 Mobile	0.496 ms	0 - 47 MB	NPU
face_detector	ONNX	float	Snapdragon® 8 Gen 1 Mobile	1.025 ms	1 - 49 MB	NPU
face_detector	ONNX	float	Qualcomm® Dragonwing™ IQ-8275	1.195 ms	1 - 5 MB	NPU
face_detector	ONNX	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.679 ms	1 - 2 MB	NPU
face_detector	ONNX	float	Qualcomm® QCS8450	1.025 ms	1 - 49 MB	NPU
face_detector	ONNX	float	Qualcomm® Dragonwing™ IQ-9075	1.095 ms	1 - 4 MB	NPU
face_detector	ONNX	float	Qualcomm® Dragonwing™ IQ-X7181	0.685 ms	2 - 2 MB	NPU
face_detector	ONNX	float	Qualcomm® Dragonwing™ Q-8750	0.407 ms	0 - 38 MB	NPU
face_detector	ONNX	w8a8	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.149 ms	0 - 38 MB	NPU
face_detector	ONNX	w8a8	Snapdragon® 8 Elite For Galaxy Mobile	0.164 ms	0 - 38 MB	NPU
face_detector	ONNX	w8a8	Snapdragon® X2 Elite	0.136 ms	1 - 1 MB	NPU
face_detector	ONNX	w8a8	Snapdragon® X Elite	0.257 ms	1 - 1 MB	NPU
face_detector	ONNX	w8a8	Snapdragon® 8 Gen 3 Mobile	0.195 ms	0 - 48 MB	NPU
face_detector	ONNX	w8a8	Snapdragon® 8 Gen 1 Mobile	0.334 ms	0 - 52 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ QCS6490	1.007 ms	0 - 3 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.506 ms	0 - 4 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.291 ms	0 - 2 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® QCS8450	0.334 ms	0 - 52 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.429 ms	0 - 3 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-X7181	0.257 ms	1 - 1 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ Q-6690	1.337 ms	0 - 144 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ Q-7790	0.288 ms	0 - 37 MB	NPU
face_detector	ONNX	w8a8	Qualcomm® Dragonwing™ Q-8750	0.164 ms	0 - 38 MB	NPU
face_detector	ONNX	w8a8	Snapdragon® 7 Gen 4 Mobile	0.288 ms	0 - 37 MB	NPU
face_detector	QNN_DLC	float	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.284 ms	0 - 32 MB	NPU
face_detector	QNN_DLC	float	Snapdragon® 8 Elite For Galaxy Mobile	0.334 ms	0 - 35 MB	NPU
face_detector	QNN_DLC	float	Snapdragon® X2 Elite	0.529 ms	1 - 1 MB	NPU
face_detector	QNN_DLC	float	Snapdragon® X Elite	0.675 ms	1 - 1 MB	NPU
face_detector	QNN_DLC	float	Snapdragon® 8 Gen 3 Mobile	0.395 ms	0 - 43 MB	NPU
face_detector	QNN_DLC	float	Snapdragon® 8 Gen 1 Mobile	0.761 ms	0 - 41 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	0.934 ms	1 - 4 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.537 ms	1 - 2 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® QCS8450	0.761 ms	0 - 41 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-9075	0.864 ms	3 - 6 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-X7181	0.675 ms	1 - 1 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® Dragonwing™ Q-8750	0.334 ms	0 - 35 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® SA7255P	2.874 ms	1 - 33 MB	NPU
face_detector	QNN_DLC	float	Qualcomm® SA8295P	0.98 ms	0 - 28 MB	NPU
face_detector	QNN_DLC	w8a8	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.134 ms	0 - 33 MB	NPU
face_detector	QNN_DLC	w8a8	Snapdragon® 8 Elite For Galaxy Mobile	0.139 ms	0 - 31 MB	NPU
face_detector	QNN_DLC	w8a8	Snapdragon® X2 Elite	0.228 ms	0 - 0 MB	NPU
face_detector	QNN_DLC	w8a8	Snapdragon® X Elite	0.328 ms	0 - 0 MB	NPU
face_detector	QNN_DLC	w8a8	Snapdragon® 8 Gen 3 Mobile	0.165 ms	0 - 42 MB	NPU
face_detector	QNN_DLC	w8a8	Snapdragon® 8 Gen 1 Mobile	0.275 ms	0 - 48 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS6490	0.81 ms	0 - 2 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.388 ms	0 - 3 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.242 ms	0 - 2 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® SA8650P	0.425 ms	0 - 30 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® SA8255P	0.425 ms	0 - 30 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® QCS8450	0.275 ms	0 - 48 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.329 ms	0 - 2 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-X7181	0.328 ms	0 - 0 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-6690	1.281 ms	0 - 31 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-7790	0.247 ms	0 - 31 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-8750	0.139 ms	0 - 31 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® SA7255P	0.625 ms	0 - 33 MB	NPU
face_detector	QNN_DLC	w8a8	Qualcomm® SA8295P	0.458 ms	0 - 30 MB	NPU
face_detector	QNN_DLC	w8a8	Snapdragon® 7 Gen 4 Mobile	0.247 ms	0 - 31 MB	NPU
face_detector	TFLITE	float	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.287 ms	0 - 32 MB	NPU
face_detector	TFLITE	float	Snapdragon® 8 Elite For Galaxy Mobile	0.34 ms	0 - 35 MB	NPU
face_detector	TFLITE	float	Snapdragon® 8 Gen 3 Mobile	0.394 ms	0 - 43 MB	NPU
face_detector	TFLITE	float	Snapdragon® 8 Gen 1 Mobile	0.774 ms	0 - 45 MB	NPU
face_detector	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	0.958 ms	0 - 5 MB	NPU
face_detector	TFLITE	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.536 ms	0 - 2 MB	NPU
face_detector	TFLITE	float	Qualcomm® SA8650P	2.078 ms	0 - 28 MB	GPU
face_detector	TFLITE	float	Qualcomm® SA8255P	2.078 ms	0 - 28 MB	GPU
face_detector	TFLITE	float	Qualcomm® QCS8450	0.774 ms	0 - 45 MB	NPU
face_detector	TFLITE	float	Qualcomm® Dragonwing™ IQ-9075	0.881 ms	0 - 4 MB	NPU
face_detector	TFLITE	float	Qualcomm® Dragonwing™ Q-8750	0.34 ms	0 - 35 MB	NPU
face_detector	TFLITE	float	Qualcomm® SA8295P	1.002 ms	0 - 28 MB	NPU
face_detector	TFLITE	w8a8	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.133 ms	0 - 31 MB	NPU
face_detector	TFLITE	w8a8	Snapdragon® 8 Elite For Galaxy Mobile	0.142 ms	0 - 29 MB	NPU
face_detector	TFLITE	w8a8	Snapdragon® 8 Gen 3 Mobile	0.163 ms	0 - 41 MB	NPU
face_detector	TFLITE	w8a8	Snapdragon® 8 Gen 1 Mobile	0.284 ms	0 - 48 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS6490	0.656 ms	0 - 3 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.281 ms	0 - 4 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.242 ms	0 - 2 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® SA8650P	0.447 ms	0 - 29 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® SA8255P	0.447 ms	0 - 29 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® QCS8450	0.284 ms	0 - 48 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.35 ms	0 - 3 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-6690	1.259 ms	0 - 30 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-7790	0.243 ms	0 - 29 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-8750	0.142 ms	0 - 29 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® SA7255P	0.667 ms	0 - 32 MB	NPU
face_detector	TFLITE	w8a8	Qualcomm® SA8295P	0.466 ms	0 - 30 MB	NPU
face_detector	TFLITE	w8a8	Snapdragon® 7 Gen 4 Mobile	0.243 ms	0 - 29 MB	NPU
face_landmark_detector	ONNX	float	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.164 ms	0 - 28 MB	NPU
face_landmark_detector	ONNX	float	Snapdragon® 8 Elite For Galaxy Mobile	0.178 ms	0 - 32 MB	NPU
face_landmark_detector	ONNX	float	Snapdragon® X2 Elite	0.153 ms	1 - 1 MB	NPU
face_landmark_detector	ONNX	float	Snapdragon® X Elite	0.265 ms	0 - 0 MB	NPU
face_landmark_detector	ONNX	float	Snapdragon® 8 Gen 3 Mobile	0.211 ms	0 - 39 MB	NPU
face_landmark_detector	ONNX	float	Snapdragon® 8 Gen 1 Mobile	0.372 ms	0 - 47 MB	NPU
face_landmark_detector	ONNX	float	Qualcomm® Dragonwing™ IQ-8275	0.431 ms	0 - 4 MB	NPU
face_landmark_detector	ONNX	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.278 ms	0 - 36 MB	NPU
face_landmark_detector	ONNX	float	Qualcomm® QCS8450	0.372 ms	0 - 47 MB	NPU
face_landmark_detector	ONNX	float	Qualcomm® Dragonwing™ IQ-9075	0.43 ms	0 - 4 MB	NPU
face_landmark_detector	ONNX	float	Qualcomm® Dragonwing™ IQ-X7181	0.265 ms	0 - 0 MB	NPU
face_landmark_detector	ONNX	float	Qualcomm® Dragonwing™ Q-8750	0.178 ms	0 - 32 MB	NPU
face_landmark_detector	ONNX	w8a8	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.126 ms	0 - 31 MB	NPU
face_landmark_detector	ONNX	w8a8	Snapdragon® 8 Elite For Galaxy Mobile	0.132 ms	0 - 36 MB	NPU
face_landmark_detector	ONNX	w8a8	Snapdragon® X2 Elite	0.108 ms	1 - 1 MB	NPU
face_landmark_detector	ONNX	w8a8	Snapdragon® X Elite	0.179 ms	0 - 0 MB	NPU
face_landmark_detector	ONNX	w8a8	Snapdragon® 8 Gen 3 Mobile	0.15 ms	0 - 44 MB	NPU
face_landmark_detector	ONNX	w8a8	Snapdragon® 8 Gen 1 Mobile	0.235 ms	0 - 49 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ QCS6490	0.538 ms	0 - 3 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.412 ms	0 - 4 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.192 ms	0 - 2 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® QCS8450	0.235 ms	0 - 49 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.309 ms	0 - 3 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ IQ-X7181	0.179 ms	0 - 0 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ Q-6690	0.564 ms	0 - 30 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ Q-7790	0.164 ms	0 - 32 MB	NPU
face_landmark_detector	ONNX	w8a8	Qualcomm® Dragonwing™ Q-8750	0.132 ms	0 - 36 MB	NPU
face_landmark_detector	ONNX	w8a8	Snapdragon® 7 Gen 4 Mobile	0.164 ms	0 - 32 MB	NPU
face_landmark_detector	QNN_DLC	float	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.112 ms	0 - 27 MB	NPU
face_landmark_detector	QNN_DLC	float	Snapdragon® 8 Elite For Galaxy Mobile	0.134 ms	0 - 26 MB	NPU
face_landmark_detector	QNN_DLC	float	Snapdragon® X2 Elite	0.197 ms	0 - 0 MB	NPU
face_landmark_detector	QNN_DLC	float	Snapdragon® X Elite	0.279 ms	0 - 0 MB	NPU
face_landmark_detector	QNN_DLC	float	Snapdragon® 8 Gen 3 Mobile	0.146 ms	0 - 37 MB	NPU
face_landmark_detector	QNN_DLC	float	Snapdragon® 8 Gen 1 Mobile	0.269 ms	0 - 41 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	0.31 ms	0 - 4 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.194 ms	0 - 2 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® QCS8450	0.269 ms	0 - 41 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-9075	0.289 ms	0 - 3 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-X7181	0.279 ms	0 - 0 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® Dragonwing™ Q-8750	0.134 ms	0 - 26 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® SA7255P	0.803 ms	0 - 27 MB	NPU
face_landmark_detector	QNN_DLC	float	Qualcomm® SA8295P	0.435 ms	0 - 26 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.099 ms	0 - 28 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Snapdragon® 8 Elite For Galaxy Mobile	0.097 ms	0 - 27 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Snapdragon® X2 Elite	0.178 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	0.109 ms	0 - 37 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Snapdragon® 8 Gen 1 Mobile	0.18 ms	0 - 39 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS6490	0.561 ms	0 - 2 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.317 ms	0 - 3 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.147 ms	0 - 2 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® SA8650P	0.319 ms	0 - 26 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® SA8255P	0.319 ms	0 - 26 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® QCS8450	0.18 ms	0 - 39 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.218 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	0.477 ms	0 - 26 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-7790	0.142 ms	0 - 27 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® Dragonwing™ Q-8750	0.097 ms	0 - 27 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® SA7255P	0.447 ms	0 - 28 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Qualcomm® SA8295P	0.327 ms	0 - 27 MB	NPU
face_landmark_detector	QNN_DLC	w8a8	Snapdragon® 7 Gen 4 Mobile	0.142 ms	0 - 27 MB	NPU
face_landmark_detector	TFLITE	float	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.119 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	float	Snapdragon® 8 Elite For Galaxy Mobile	0.144 ms	0 - 30 MB	NPU
face_landmark_detector	TFLITE	float	Snapdragon® 8 Gen 3 Mobile	0.154 ms	0 - 37 MB	NPU
face_landmark_detector	TFLITE	float	Snapdragon® 8 Gen 1 Mobile	0.274 ms	0 - 47 MB	NPU
face_landmark_detector	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	0.307 ms	0 - 5 MB	NPU
face_landmark_detector	TFLITE	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.192 ms	0 - 2 MB	NPU
face_landmark_detector	TFLITE	float	Qualcomm® SA8650P	1.235 ms	0 - 30 MB	GPU
face_landmark_detector	TFLITE	float	Qualcomm® SA8255P	1.235 ms	0 - 30 MB	GPU
face_landmark_detector	TFLITE	float	Qualcomm® QCS8450	0.274 ms	0 - 47 MB	NPU
face_landmark_detector	TFLITE	float	Qualcomm® Dragonwing™ IQ-9075	0.298 ms	0 - 4 MB	NPU
face_landmark_detector	TFLITE	float	Qualcomm® Dragonwing™ Q-8750	0.144 ms	0 - 30 MB	NPU
face_landmark_detector	TFLITE	float	Qualcomm® SA8295P	0.448 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	w8a8	Snapdragon® 8 Elite Gen 5 For Galaxy Mobile	0.099 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	w8a8	Snapdragon® 8 Elite For Galaxy Mobile	0.103 ms	0 - 27 MB	NPU
face_landmark_detector	TFLITE	w8a8	Snapdragon® 8 Gen 3 Mobile	0.113 ms	0 - 36 MB	NPU
face_landmark_detector	TFLITE	w8a8	Snapdragon® 8 Gen 1 Mobile	0.183 ms	0 - 38 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS6490	0.41 ms	0 - 3 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-8275	0.213 ms	0 - 4 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ QCS8550 (Proxy)	0.151 ms	0 - 2 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® SA8650P	0.324 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® SA8255P	0.324 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® QCS8450	0.183 ms	0 - 38 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ IQ-9075	0.229 ms	0 - 3 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-6690	0.504 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-7790	0.144 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® Dragonwing™ Q-8750	0.103 ms	0 - 27 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® SA7255P	0.478 ms	0 - 28 MB	NPU
face_landmark_detector	TFLITE	w8a8	Qualcomm® SA8295P	0.337 ms	0 - 26 MB	NPU
face_landmark_detector	TFLITE	w8a8	Snapdragon® 7 Gen 4 Mobile	0.144 ms	0 - 26 MB	NPU

License

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

References

Community

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Как запустить

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Универсальный рантайм · pytorch

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