AgeDB

AgeDB包含16，488个各种名人的图像，例如演员/女演员，作家，科学家，政治家等。每个图像都针对身份，年龄和性别属性进行注释。共有568个不同的主题。每个主题的平均图像数为29。最小年龄和最大年龄分别为1岁和101岁。每个受试者的平均年龄范围为50.3岁。正如一系列利用最先进算法的实验所证明的那样，当执行年龄不变人脸验证、年龄估计 _ x0002_tion和 “野外” 人脸年龄进展的实验时，这种独特的特性使AgeDB适合。AgeDB contains 16,488 images of various celebrities including actors/actresses, writers, scientists, politicians, etc. Each image is annotated with identity, age and gender attributes. A total of 568 distinct subjects are included, with an average of 29 images per subject. The minimum and maximum ages are 1 year and 101 years, respectively, and the average age span per subject is 50.3 years. As demonstrated by a series of experiments leveraging state-of-the-art algorithms, this unique characteristic makes AgeDB well-suited for tasks including age-invariant face verification, age estimation _x0002_tion, and in-the-wild face age progression.

搜集汇总

背景与挑战

背景概述

AgeDB是一个包含16,488张名人图像的数据集，涵盖568个不同主题，每个主题平均有29张图像，年龄范围从1岁到101岁，平均年龄范围50.3岁，每张图像都标注了身份、年龄和性别属性。该数据集由伦敦帝国理工学院于2017年发布，适用于年龄不变人脸验证、年龄估计和“野外”人脸年龄进展等计算机视觉实验。