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):4957
标注数量(xml文件个数):4957
标注数量(txt文件个数):4957
标注类别数:27
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):["biaoxianbuqing","chepai","daolumenjia","daoluyisa","dianzibiaozhi","guangjiaojing","jiansudai","jiaotongbiaozhi","jiaotongdeng","jingshigao","jingshitong","jingshizhui","jishui","kengdong","lajitong","liefeng","lubianxiang","ludeng","posuiban","shensuofeng","shuinihulan","suliaohulan","wangzhuangliefeng","xiubukengdong","xiubuliefeng","xiubuwangzhuang","yaojing"]
对应中文类别名:["标线不清", "车牌", "道路门架", "道路遗撒", "电子标志", "广角镜", "减速带", "交通标志", "交通灯", "警示杆", "警示桶", "警示锥", "积水", "坑洞", "垃圾桶", "裂缝", "路边箱", "路灯", "破碎板", "伸缩缝", "水泥护栏", "塑料护栏", "网状裂缝", "修补坑洞", "修补裂缝", "修补网状", "窨井"]
每个类别标注的框数:
biaoxianbuqing 框数 = 1
chepai 框数 = 131
daolumenjia 框数 = 1
daoluyisa 框数 = 36
dianzibiaozhi 框数 = 3
guangjiaojing 框数 = 1
jiansudai 框数 = 19
jiaotongbiaozhi 框数 = 25
jiaotongdeng 框数 = 2
jingshigao 框数 = 766
jingshitong 框数 = 4
jingshizhui 框数 = 41
jishui 框数 = 1
kengdong 框数 = 20
lajitong 框数 = 11
liefeng 框数 = 935
lubianxiang 框数 = 12
ludeng 框数 = 1
posuiban 框数 = 1
shensuofeng 框数 = 1811
shuinihulan 框数 = 2
suliaohulan 框数 = 7
wangzhuangliefeng 框数 = 15
xiubukengdong 框数 = 1418
xiubuliefeng 框数 = 4184
xiubuwangzhuang 框数 = 7
yaojing 框数 = 142
总框数:9597
每个类别占有图片数:
biaoxianbuqing 占有图片数 = 1
chepai 占有图片数 = 99
daolumenjia 占有图片数 = 1
daoluyisa 占有图片数 = 19
dianzibiaozhi 占有图片数 = 3
guangjiaojing 占有图片数 = 1
jiansudai 占有图片数 = 18
jiaotongbiaozhi 占有图片数 = 22
jiaotongdeng 占有图片数 = 1
jingshigao 占有图片数 = 174
jingshitong 占有图片数 = 1
jingshizhui 占有图片数 = 16
jishui 占有图片数 = 1
kengdong 占有图片数 = 18
lajitong 占有图片数 = 11
liefeng 占有图片数 = 332
lubianxiang 占有图片数 = 8
ludeng 占有图片数 = 1
posuiban 占有图片数 = 1
shensuofeng 占有图片数 = 1221
shuinihulan 占有图片数 = 1
suliaohulan 占有图片数 = 2
wangzhuangliefeng 占有图片数 = 14
xiubukengdong 占有图片数 = 1047
xiubuliefeng 占有图片数 = 2392
xiubuwangzhuang 占有图片数 = 6
yaojing 占有图片数 = 124
图片分辨率:640x640
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: