数据堂—200越南人3D活体检测数据

200越南人3D活体检测数据。采集场景包括室内和室外。数据涵盖男性女性，年龄分布为18岁以下、18~45岁、46~60岁、60岁以上 。采集设备包括iPhone X、iPhone XR、iPhone11、iPhone12、iPhone13。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。200越南人3D活体检测数据可用于3D人脸识别、3D活体检测等任务

200-subject Vietnamese 3D liveness detection dataset. The data collection scenarios include both indoor and outdoor environments. The dataset covers male and female subjects, with age distribution spanning four groups: under 18 years old, 18–45 years old, 46–60 years old, and over 60 years old. The data was acquired using devices including iPhone X, iPhone XR, iPhone 11, iPhone 12, and iPhone 13. The dataset features diverse contents, such as various facial expressions, multiple head poses, adversarial samples, different lighting conditions, and varied collection scenarios. This 200-subject Vietnamese 3D liveness detection dataset can be utilized for tasks such as 3D face recognition and 3D liveness detection.

搜集汇总

背景与挑战

背景概述

该数据集专为3D人脸识别和3D活体检测任务设计，包含200名越南人的3D活体检测数据，覆盖了室内外环境、多种性别、年龄、表情、姿势和光照条件。数据通过iPhone系列设备采集，格式包括.jpg、.xml和.json，注释准确率超过97%，适用于相关算法的测试与验证。