数据集里面大约1/3是原图剩余为增强图片,提供百度云盘地址
数据集格式:Pascal VOC格式+YOLO格式(不包含分割路径的txt文件,仅仅包含jpg图片以及对应的VOC格式xml文件和yolo格式txt文件)
图片数量(jpg文件个数):22581
标注数量(xml文件个数):22581
标注数量(txt文件个数):22581
标注类别数:12
标注类别名称(注意yolo格式类别顺序不和这个对应,而以labels文件夹classes.txt为准):["Drinking","Eyes Closed","Eyes Open","Hair and Makeup","Nodding Off","Operating the Radio","Reaching Behind","Safe Driving","Talking on the phone","Talking to Passenger","Texting","Yawning"]
Drinking(饮酒驾车 ),Eyes Closed(闭眼),Eyes Open(睁眼),Hair and Makeup(梳妆打扮),Nodding Off(打瞌睡),Operating the Radio(操作收音机),Reaching Behind(伸手向后),Safe Driving(安全驾驶),Talking on the phone(打电话),Talking to Passenger(与乘客交谈),Texting(发短信),Yawning(打哈欠)
每个类别标注的框数:
Drinking 框数 = 2607
Eyes Closed 框数 = 3706
Eyes Open 框数 = 12533
Hair and Makeup 框数 = 2989
Nodding Off 框数 = 496
Operating the Radio 框数 = 2574
Reaching Behind 框数 = 2862
Safe Driving 框数 = 2318
Talking on the phone 框数 = 2795
Talking to Passenger 框数 = 2077
Texting 框数 = 2605
Yawning 框数 = 790
总框数:38352
使用标注工具:labelImg
标注规则:对类别进行画矩形框
重要说明:暂无
特别声明:本数据集不对训练的模型或者权重文件精度作任何保证,数据集只提供准确且合理标注
图片预览:

标注例子:
