数据堂—10人3D&2D活体检测数据

10人3D&2D活体检测数据。采集场景为室内场景。数据涵盖男性女性，年龄分布为少年到老人，以中青年为主 。采集设备包括iPhone X，iPhone XR。数据多样性包括多表情、人脸多姿态、对抗样本、多种光照条件、多种场景。数据可用于3D人脸识别、3D活体检测等任务

A 10-person 3D & 2D liveness detection dataset. The dataset is collected in indoor scenarios, covering both male and female subjects. The age distribution of the subjects ranges from adolescents to the elderly, with the majority being middle-aged and young adults. The data collection devices include iPhone X and iPhone XR. The dataset encompasses diverse variations including multiple facial expressions, various facial poses, adversarial samples, different lighting conditions and diverse scenarios. This dataset can be applied to tasks such as 3D face recognition and 3D liveness detection.

搜集汇总

背景与挑战

背景概述

该数据集包含10人的3D和2D活体检测数据，主要用于3D人脸识别和活体检测任务。数据在室内环境下采集，使用iPhone X和XR设备，涵盖多种表情、姿态、对抗样本和光照条件，并提供了人员ID、性别、年龄等标注信息。