ALERT open dataset

We provide the first UWB opendataset for comprehensive driving activities in a real-driving environments. We select 7 activities crucial for monitoring distracted driving and collect more than 10K samples of the ALERT dataset.Update note:<br>ALERTv3 (2026.01.30.)<br>This is draft version, we keep extending and updating the version of ALERT dataset.本团队发布首个面向真实驾驶环境下综合驾驶行为的超宽带（Ultra-Wideband, UWB）开源数据集。我们选取了7项对分心驾驶监测至关重要的驾驶行为，共收集得到ALERT数据集的10220条样本。 更新说明：ALERTv2（2025.04.28）——新增11名参与者，样本量增至11620条。