重要说明:数据集很多截取视频看起来有点重复,请认真看图片预览确认符合要求在下载,主要检测人走跑跳打跌倒等行为

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):9097

标注数量(xml文件个数):9097

标注数量(txt文件个数):9097

标注类别数:17

标注类别名称:["Cooking","Crouching","Drinking","Driving_Bike","Falling","Fighting","Fixing_Bike","Jumping","Picking","Pouring","Pushing","Running","Sitting","Standing","Turning","Walking","Waving"]

数据集编号:mbd.pub/o/bread/Z5WXm5dq

每个类别标注的框数:

Cooking 框数 = 478

Crouching 框数 = 96

Drinking 框数 = 469

Driving_Bike 框数 = 499

Falling 框数 = 818

Fighting 框数 = 91

Fixing_Bike 框数 = 391

Jumping 框数 = 856

Picking 框数 = 312

Pouring 框数 = 420

Pushing 框数 = 299

Running 框数 = 3146

Sitting 框数 = 301

Standing 框数 = 2746

Turning 框数 = 249

Walking 框数 = 2345

Waving 框数 = 161

总框数:13677

使用标注工具:labelImg

标注规则:对类别进行画矩形框

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:

[数据集][目标检测]人体行为检测数据集VOC+YOLO格式9097张17类别_txt文件

标注例子:

[数据集][目标检测]人体行为检测数据集VOC+YOLO格式9097张17类别_txt文件_02