UrbanScene: An Extensive Multi-Object Dataset for Pedestrian, Traffic, and Motorbike Detection

This is a dataset of 16,426 urban photos capturing vehicles, cyclists, motorbikes, and pedestrians across Morning, Evening, and Night scenes. Useful for machine learning in traffic analysis, urban planning, and public safety, the dataset aids in algorithm development for pedestrian detection, traffic flow analysis, and infrastructure optimization.

本数据集包含16426张城市街景照片，涵盖机动车、骑行者、摩托车与行人四类主体，拍摄场景覆盖早间、晚间与夜间时段。该数据集可用于交通分析、城市规划及公共安全领域的机器学习研究，能够助力行人检测、交通流量分析与基础设施优化相关算法的研发工作。