数据堂—1,417人3D活体检测数据

1,417人3D活体检测数据的采集场景包括室内和室外。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。1,417人3D活体检测数据可用于3D人脸识别、3D活体检测等任务。

The 1,417-person 3D face liveness detection dataset is collected in both indoor and outdoor scenarios. The dataset covers both males and females, with an age distribution ranging from juveniles to the elderly, and young and middle-aged adults form the majority. The collection devices used are iPhone X and iPhone XR. The dataset features diverse contents including multiple facial expressions, various head poses, adversarial samples, different lighting conditions and varied scenarios. This dataset can be applied to tasks such as 3D face recognition and 3D face liveness detection.

搜集汇总

背景与挑战

背景概述

该数据集包含1,417人的3D活体检测数据，每人采集168张照片，覆盖室内外场景、多年龄段、多种表情和光照条件，用于3D人脸识别和活体检测任务。数据通过iPhone X和XR设备采集，格式包括.jpg、.xml和.json，标注信息涉及个人ID、种族、性别等，采集和标注准确率均超过97%。