UTKFace

UTKFace 数据集是一个大规模的人脸数据集，年龄跨度长（从 0 到 116 岁）。该数据集包含超过 20,000 张带有年龄、性别和种族注释的人脸图像。这些图像涵盖了姿势、面部表情、照明、遮挡、分辨率等方面的巨大变化。该数据集可用于各种任务，例如面部检测、年龄估计、年龄进展/回归、地标定位等。

The UTKFace dataset is a large-scale facial image dataset with a wide age range from 0 to 116 years old. It contains over 20,000 facial images annotated with age, gender, and ethnicity labels. These images exhibit substantial variations in pose, facial expression, lighting, occlusion, resolution, and other relevant factors. This dataset can be utilized for a variety of tasks, including facial detection, age estimation, age progression/regression, landmark localization, and so forth.

搜集汇总

背景与挑战

背景概述

UTKFace是一个大规模人脸数据集，包含超过20,000张带有年龄、性别和种族注释的图像，年龄跨度从0到116岁，覆盖了姿势、表情、照明等多种变化。该数据集适用于面部检测、年龄估计和地标定位等计算机视觉任务，由田纳西大学于2017年发布。