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张城市场景照片，涵盖早间、傍晚与夜间场景下的机动车、骑行者、摩托车及行人。该数据集可应用于交通分析、城市规划与公共安全领域的机器学习任务，助力行人检测、交通流量分析及基础设施优化相关算法的研发。