数据堂—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

103,282 annotated driver behavior samples covering diverse age groups, time periods and various driving behaviors including dangerous driving behaviors, fatigued driving behaviors and gaze deviation behaviors. In terms of annotation, 72 facial keypoints (including pupils), facial attributes, gesture detection bounding boxes, seat belt detection bounding boxes, pupil keypoints and behavior categories are all annotated. This set of annotated driver behavior data can be used for 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，涵盖多年龄段、多时间段和多种行为（如危险驾驶、疲劳驾驶和视线偏移）。标注内容详细，包括人脸72关键点、人脸属性、手势和安全带检测框等，适用于驾驶员行为分析任务，数据格式为.jpeg图片和.json标注文档，采集自可见光和红外双目摄像头。