人脸图像描述数据

20,000张人脸图像描述数据，包含年龄在18岁以下，18~45岁，46~60岁，60岁以上，的多人种；采集场景丰富，包含室内场景与室外场景；图像内容丰富，含有戴口罩、戴眼镜、戴耳机、表情、姿态以及对抗样本。文本描述语言为英语，主要描述了人种、性别、年龄、拍摄角度、光照以及多样性内容等。This dataset contains 20,000 facial image caption pairs. The subjects cover multiple ethnic groups, with ages divided into four age brackets: under 18 years old, 18–45 years old, 46–60 years old, and over 60 years old. The data collection scenarios are diverse, encompassing both indoor and outdoor environments. The images feature rich content, including subjects wearing masks, eyeglasses or headphones, various facial expressions, different postures, as well as adversarial samples. All caption texts are in English, primarily describing the subjects' ethnicity, gender, age, shooting angle, lighting conditions, and other diversity-related attributes.

搜集汇总

背景与挑战

背景概述

该数据集包含2万张人脸图像及其英文文本描述，覆盖多年龄段、人种、丰富场景和多样特征，但为商业数据，仅限企业合作购买。