40人3D&2D活体检测数据【数据堂】

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 and 2D face liveness detection dataset. The data was collected across both indoor and outdoor scenarios. It includes male and female subjects, with an age distribution ranging from 18 to 57 years old. The collection devices involved mobile phones, digital cameras, and iPhone X and above models. The dataset exhibits rich diversity, covering multiple device types, various facial actions, diverse facial poses, various adversarial examples, varied lighting conditions, and different collection scenarios. This dataset can be utilized for tasks such as 2D face liveness detection, 2D face recognition, 3D face recognition, and 3D face liveness detection.

搜集汇总

背景与挑战

背景概述

该数据集为40人3D&2D活体检测数据，涵盖室内外场景，包含男女各20人，年龄分布在18-57岁，采集了视频和图像数据，具有设备、动作、光照等多样的采集条件，并标注了人物ID、场景等信息，准确率超过97%。