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):3353
标注数量(xml文件个数):3353
标注数量(txt文件个数):3353
标注类别数:19
所在github仓库:firc-dataset
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):["baoqiqi","cangkoudakai","daoliuban","hulanqueshi","laji","paishuigouzawu","shengwusunshang","suoyoukoushunsunhuai","suoyouzhou","tongfengmaoqueshi","wudingfushi","wudingguqi","wudingkoushunsunhuai","wudingliefeng","wudingsunhuai","wudingtongfengkousunhuai","wujiqueshi","wujisunhuai","yankousunhuai"]
对应中文类别名:["通风器", "舱口打开", "导流板", "护栏缺失", "垃圾", "排水沟杂物", "生物损伤", "所有开口损坏", "各类通风竖井", "通风帽缺失", "屋顶腐蚀", "屋顶鼓起", "屋顶开口损坏", "屋顶裂缝", "屋顶损坏", "屋顶通风口损坏", "屋脊缺失", "屋脊损坏", "檐口损坏"]
每个类别标注的框数:
baoqiqi 框数 = 3939
cangkoudakai 框数 = 5
daoliuban 框数 = 2771
hulanqueshi 框数 = 738
laji 框数 = 2377
paishuigouzawu 框数 = 235
shengwusunshang 框数 = 3076
suoyoukoushunsunhuai 框数 = 3431
suoyouzhou 框数 = 9970
tongfengmaoqueshi 框数 = 979
wudingfushi 框数 = 13829
wudingguqi 框数 = 3367
wudingkoushunsunhuai 框数 = 148
wudingliefeng 框数 = 198
wudingsunhuai 框数 = 4787
wudingtongfengkousunhuai 框数 = 686
wujiqueshi 框数 = 223
wujisunhuai 框数 = 175
yankousunhuai 框数 = 28
总框数:50962
每个类别占有图片数:
baoqiqi 占有图片数 = 2011
cangkoudakai 占有图片数 = 5
daoliuban 占有图片数 = 1100
hulanqueshi 占有图片数 = 480
laji 占有图片数 = 1107
paishuigouzawu 占有图片数 = 134
shengwusunshang 占有图片数 = 696
suoyoukoushunsunhuai 占有图片数 = 2175
suoyouzhou 占有图片数 = 2958
tongfengmaoqueshi 占有图片数 = 354
wudingfushi 占有图片数 = 1905
wudingguqi 占有图片数 = 219
wudingkoushunsunhuai 占有图片数 = 142
wudingliefeng 占有图片数 = 101
wudingsunhuai 占有图片数 = 896
wudingtongfengkousunhuai 占有图片数 = 410
wujiqueshi 占有图片数 = 151
wujisunhuai 占有图片数 = 141
yankousunhuai 占有图片数 = 22
图片分辨率:1920x1440
使用标注工具:labelImg
标注规则:对类别进行画矩形框
重要说明:数据集没有划分训练验证测试集需自行划分
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
图片预览:
标注例子: