AllTheDocks道路安全数据集

AllTheDocks道路安全数据集是由伦敦玛丽女王大学电子工程与计算机科学学院创建的，旨在从骑行者的视角和经验出发，研究城市道路安全。该数据集包含了超过400万条数据，包括视频、加速度计、GPS和陀螺仪数据，由伦敦的骑行者收集并标注。数据集不仅记录了道路表面的国际粗糙度指数，还通过骑行者的反馈评估了道路安全等级。此数据集的应用领域主要集中在提升骑行安全性和舒适性，鼓励更多人选择骑行代替机动车出行。

The AllTheDocks Road Safety Dataset was developed by the School of Electronic Engineering and Computer Science at Queen Mary University of London, aiming to study urban road safety from the perspective and firsthand experience of cyclists. This dataset contains over 4 million records, including video, accelerometer, GPS, and gyroscope data, collected and annotated by cyclists in London. It not only records the International Roughness Index (IRI) of road surfaces but also evaluates road safety levels based on feedback from cyclists. The primary applications of this dataset focus on enhancing cycling safety and comfort, with the goal of encouraging more people to choose cycling as an alternative to motorized travel.