103,282张驾驶员行为标注数据

103,282张驾驶员行为标注数据涵盖多年龄段、多时间段、多种行为（危险驾驶行为、疲劳驾驶行为、视线偏移行为）。在标注方面，对人脸72关键点（包括瞳孔）、人脸属性、手势检测框、安全带检测框、瞳孔关键点、行为类别进行标注。本套驾驶员行为标注数据可用于驾驶员行为分析等任务。This dataset contains 103,282 annotated driver behavior samples, covering multiple age groups, time periods, and various driving behaviors including dangerous driving, fatigued driving, and gaze deviation behaviors. Regarding annotation, 72 facial landmarks (including pupils), facial attributes, gesture detection boxes, seatbelt detection boxes, pupil landmarks, and behavior categories are all annotated. This annotated driver behavior dataset can be applied to tasks such as driver behavior analysis.

搜集汇总

背景与挑战

背景概述

该数据集包含103,282张驾驶员行为标注图像，覆盖多年龄段、多时间段和多种行为类型（如危险驾驶、疲劳驾驶和视线偏移），用于驾驶员行为分析任务。数据通过车内可见光和红外双目摄像头采集，标注包括人脸72关键点、手势检测框、安全带检测框等，准确率不低于95%，且经过脱敏处理确保安全。