MORPH

该数据集名为MORPH，主要用于训练自动编码器，旨在生成具有平衡人口统计特征的合成人脸图像。数据集中包含种族的人口统计信息，包括黑人、白人、拉丁裔-西班牙裔、亚洲人和未知种族，尽管在某些人口统计群体中，该数据集的样本量存在限制。此外，该数据集的任务是对人口群体（性别和种族分类）进行图像分类。

The dataset named MORPH is primarily designed for training autoencoders, with the objective of generating synthetic facial images with balanced demographic attributes. It contains demographic information related to race, including Black, White, Latino-Hispanic, Asian, and Unknown racial categories, though the dataset has limited sample sizes in certain demographic groups. Additionally, the tasks supported by this dataset involve image classification for demographic groups, namely gender and race classification.