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:
标注例子: