Automated Vehicle Driver Monitoring

The JKU-ITS AVDM contains data from 17 participants performing different tasks with various levels of distraction.The data collection was carried out in accordance with the relevant guidelines and regulations and informed consent was obtained from all participants.The dataset was collected using the JKU-ITS research vehicle with automated capabilities under different illumination and weather conditions along a secure test route within theJKU campus. They were asked to perform the 8 activities (listed below), which included manual driving and 7 non-driving-related tasks, while the vehicle autonomously navigated along a specified test route within the campus premises.The activities in the dataset:• Manual Driving as a baseline.• Sitting still in the driver seat• Using a phone for browsing, etc• Initiate a call on a phone• Reading a magazine• Reading a newspaper• Reading a book• Drinking a beverage from a bottle  The duration of the aforementioned recorded data was of 200 minutes in the form of RGB videos with their respective RGB image folders.Collection sessions were conducted between 10 am and 5 pm, encompassing both rainy and sunny conditions.

JKU-ITS AVDM数据集包含17名参与者在不同分心程度下完成多项任务所采集的数据。数据采集工作严格遵循相关指南与法规，且已获得所有参与者的知情同意。
该数据集由搭载自动驾驶功能的JKU-ITS研究车辆采集，采集场景为JKU校园内的安全测试路线，涵盖不同光照与天气条件。实验期间，车辆沿预设的校园测试路线自动驾驶，参与者需完成以下8项活动，其中包括手动驾驶以及7项与驾驶无关的任务。
数据集中包含的活动如下：
• 手动驾驶（作为基准对照）
• 端坐于驾驶员座椅
• 使用手机进行浏览等操作
• 主动拨打手机电话
• 阅读杂志
• 阅读报纸
• 阅读书籍
• 从瓶中饮用饮品
上述录制数据总时长为200分钟，格式为RGB视频及对应的RGB图像文件夹。
数据采集时段为上午10时至下午5时，涵盖雨天与晴天两种天气状况。