数据堂—40人3D&2D活体检测数据

40人3D&2D活体检测数据。采集场景为室内场景和室外场景。数据涵盖男性女性，年龄分布为18-57岁 。采集设备包括手机、相机、iPhone X及以上机型。数据多样性包括多种设备、多种动作、人脸多姿态、多种对抗样本、多种光照条件、多种场景。数据可用于2D活体检测、2D人脸识别、3D人脸识别、3D活体检测等任务

40-person 3D & 2D liveness detection dataset. The data is collected in both indoor and outdoor scenarios, covering male and female participants aged from 18 to 57 years old. The collection devices include mobile phones, cameras, and iPhone X and above models. The dataset exhibits diversity across multiple aspects: various device types, diverse human actions, multiple facial poses, various adversarial samples, different lighting conditions, and diverse scenarios. It can be applied to tasks such as 2D liveness detection, 2D face recognition, 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40人的3D和2D活体检测数据，采集自室内外场景，使用智能手机、相机及iPhone X以上设备，涵盖多种动作、姿态和光照条件。数据可用于2D/3D活体检测和人脸识别测试，格式包括视频和图像，并标注了人员ID、性别、年龄等信息。