Dataset and Metrics for Adult Age-Progression Evaluation

Eric Patterson, Devin Simpson
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Abstract

Automated age-progression has been a growing area of research, however quantitative measures and common datasets for evaluating methods are undeveloped. We present possible metrics and information about a dataset designed for such comparison, a collection of images that spans a wide range of aging for a variety of individuals. We present initial results of these metrics on the dataset and invite other researchers to collaborate to compare techniques.
成人年龄进展评估的数据集和指标
自动年龄增长一直是一个不断发展的研究领域,然而定量测量和评估方法的通用数据集尚未开发。我们提出了为这种比较而设计的数据集的可能度量和信息,这是一个跨越各种个体的广泛年龄范围的图像集合。我们在数据集上展示了这些指标的初步结果,并邀请其他研究人员合作比较技术。
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