分心疲劳驾驶检测数据集VOC+YOLO格式22581张12类别

作品简介

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

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标注例子:



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