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):2149
标注数量(xml文件个数):2149
标注数量(txt文件个数):2149
标注类别数:28
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):["cashicarbonhen","dangbanhenji","dibudangbanbengbian","dibuhuaben","dibuliefeng","fuzhuobolikeli","heidian","huaben","jianbuliefeng","jianbuqipao","jianbushuahen","jingbuhuanfengcuowei","jingbuliefeng","jingbuqipao","jingbushuahen","mujiuhefengxian","pidaihenji","pingkouliefeng","pingkouliekai","pingkouposun","pingkouweitianchong","pingshendajiehen","pingshenhuaben","pingshenmaozhuaben","pingshenqipao","pingshenzhanhen","siliehen","zhuangzaihenji"]
对应中文类别名:["擦拭碳痕", "挡板痕迹", "底部挡板崩边", "底部划痕", "底部裂缝", "附着玻璃颗粒", "黑点", "划痕", "肩部裂缝", "肩部气泡", "肩部刷痕", "颈部环缝错位", "颈部裂缝", "颈部气泡", "颈部刷痕", "模具合缝线", "皮带痕迹", "瓶口裂缝", "瓶口开裂", "瓶口破损", "瓶口未填充", "瓶身搭接痕", "瓶身划痕", "瓶身猫抓痕", "瓶身气泡", "瓶身粘痕", "撕裂痕", "装载痕迹"]
每个类别标注的框数:
cashicarbonhen 框数 = 323
dangbanhenji 框数 = 266
dibudangbanbengbian 框数 = 116
dibuhuaben 框数 = 34
dibuliefeng 框数 = 10
fuzhuobolikeli 框数 = 30
heidian 框数 = 72
huaben 框数 = 14
jianbuliefeng 框数 = 10
jianbuqipao 框数 = 31
jianbushuahen 框数 = 37
jingbuhuanfengcuowei 框数 = 9
jingbuliefeng 框数 = 108
jingbuqipao 框数 = 3
jingbushuahen 框数 = 41
mujiuhefengxian 框数 = 50
pidaihenji 框数 = 12
pingkouliefeng 框数 = 16
pingkouliekai 框数 = 14
pingkouposun 框数 = 61
pingkouweitianchong 框数 = 15
pingshendajiehen 框数 = 133
pingshenhuaben 框数 = 5
pingshenmaozhuaben 框数 = 177
pingshenqipao 框数 = 190
pingshenzhanhen 框数 = 64
siliehen 框数 = 26
zhuangzaihenji 框数 = 411
总框数:2278
每个类别占有图片数:
cashicarbonhen 占有图片数 = 323
dangbanhenji 占有图片数 = 266
dibudangbanbengbian 占有图片数 = 116
dibuhuaben 占有图片数 = 33
dibuliefeng 占有图片数 = 10
fuzhuobolikeli 占有图片数 = 30
heidian 占有图片数 = 72
huaben 占有图片数 = 14
jianbuliefeng 占有图片数 = 10
jianbuqipao 占有图片数 = 31
jianbushuahen 占有图片数 = 37
jingbuhuanfengcuowei 占有图片数 = 9
jingbuliefeng 占有图片数 = 108
jingbuqipao 占有图片数 = 3
jingbushuahen 占有图片数 = 41
mujiuhefengxian 占有图片数 = 50
pidaihenji 占有图片数 = 12
pingkouliefeng 占有图片数 = 16
pingkouliekai 占有图片数 = 14
pingkouposun 占有图片数 = 61
pingkouweitianchong 占有图片数 = 15
pingshendajiehen 占有图片数 = 133
pingshenhuaben 占有图片数 = 5
pingshenmaozhuaben 占有图片数 = 164
pingshenqipao 占有图片数 = 133
pingshenzhanhen 占有图片数 = 58
siliehen 占有图片数 = 26
zhuangzaihenji 占有图片数 = 411
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: