Street Sign Dataset

This paper presents a dataset of street signs collected from Creative Commons licensed sources. The dataset includes a total of 5630 images of street signs, which have been processed to remove the background and correct perspective distortion. The images in the dataset represent a diverse range of categories, including traffic control, shop, plaque, and house numbers. The dataset is intended for use in research on computer graphics, vision, and machine learning, with the images separated into folders based on their approximate real-world sizes. See the readme.txt file for additional information.

本文提出了一个从知识共享（Creative Commons）授权来源采集的街道标识数据集。该数据集总计包含5630张街道标识图像，所有图像均已完成背景移除与透视畸变校正处理。数据集中的图像涵盖多元类别，包括交通管控标识、商铺标识、铭牌以及门牌号。本数据集旨在服务于计算机图形学、计算机视觉与机器学习领域的研究工作，图像按照其近似真实世界尺寸分文件夹存储。更多详细信息请参阅readme.txt文件。