Selfie & Official ID Photo KYC Dataset (18k+)

The Selfie & Official ID Photo KYC Dataset (18k+) is a large-scale facial recognition and verification dataset comprising more than 18,000 images contributed by over 2,000 individuals. Each participant is represented via six real-life selfies, captured using mobile phones or webcams, alongside two official ID document images, such as passports, ID cards, residence permits, or driver’s licenses.The dataset boasts a diverse demographic profile: it spans a wide age range (18 to 65 years), includes balanced gender representation, and features individuals from a variety of ethnic backgrounds, including Caucasian, African, East and South Asian, and Latin American groups. Selfie images are taken under real-world conditions, with variability in backgrounds, clothing styles, and facial expressions, enhancing realism and generalizability.This dataset is particularly valuable for facial verification tasks—matching a selfie to the corresponding ID—as well as facial matching and recognition research. It is especially suited for developing robust biometric systems in domains like online banking, mobile payments, and identity authentication.

「自拍与官方证件照KYC（客户身份验证，Know Your Customer）数据集（18k+）」是一款大规模人脸识别与验证数据集，累计收录逾18000张图像，样本来自超过2000名个体。每名参与者均提供6张由手机或网络摄像头拍摄的真实场景自拍照片，以及2张官方身份证件图像，涵盖护照、身份证、居住证及驾驶证等类型。该数据集具备丰富多样的人口统计学特征：年龄跨度覆盖18至65岁，性别分布均衡，且包含来自白种人、非洲裔、东亚及南亚裔、拉美裔等多种族背景的个体。自拍照片均采集于真实场景，背景、着装及面部表情均存在多样化差异，有效提升了数据集的真实性与泛化能力。该数据集尤其适用于人脸验证任务（即将自拍照片与对应身份证件进行比对）以及人脸匹配与识别相关研究，特别适合用于在网上银行、移动支付及身份认证等领域开发鲁棒性较强的生物识别系统。

搜集汇总

背景与挑战

背景概述

该数据集包含6000+个独特个体的70,000+张图像，每个个体有10-15张自拍照和2张官方ID照片，涵盖多种族、年龄和性别，适用于人脸识别和KYC验证等任务。