数据集类型：图像分类用，不可用于目标检测无标注文件
数据集格式：仅仅包含jpg图片，每个类别文件夹下面存放着对应图片
图片数量(jpg文件个数)：9085
分类类别数：219
类别名称:['Attached-deposits','Attached-deposits Branch-pipe Chiseled-connection Displaced-joint Settled-deposits','Attached-deposits Branch-pipe Chiseled-connection Displaced-joint Settled-deposits Surface-damage','Attached-deposits Branch-pipe Construction-changes Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage','Attached-deposits Branch-pipe Cracks-breaks-and-collapses Displaced-joint','Attached-deposits Branch-pipe Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage','Attached-deposits Branch-pipe Cracks-breaks-and-collapses Displaced-joint Surface-damage','Attached-deposits Branch-pipe Cracks-breaks-and-collapses Surface-damage','Attached-deposits Branch-pipe Displaced-joint','Attached-deposits Branch-pipe Displaced-joint Intruding-sealing-material','Attached-deposits Branch-pipe Displaced-joint Settled-deposits','Attached-deposits Branch-pipe Displaced-joint Settled-deposits Surface-damage','Attached-deposits Branch-pipe 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每个类别图片数：
训练集图片数：7088
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- Attached-deposits Branch-pipe Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage训练集图片数：1
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- Attached-deposits Cracks-breaks-and-collapses Displaced-joint Intruding-sealing-material Surface-damage训练集图片数：3
- Attached-deposits Cracks-breaks-and-collapses Displaced-joint Settled-deposits训练集图片数：4
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- Branch-pipe Cracks-breaks-and-collapses Displaced-joint Settled-deposits训练集图片数：4
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- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Settled-deposits训练集图片数：4
- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage训练集图片数：1
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- Chiseled-connection Displaced-joint Intruding-sealing-material Settled-deposits Surface-damage训练集图片数：2
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- Chiseled-connection Surface-damage训练集图片数：1
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- Construction-changes Cracks-breaks-and-collapses Displaced-joint Intruding-sealing-material Surface-damage训练集图片数：2
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Obstacle训练集图片数：2
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- Attached-deposits Branch-pipe Displaced-joint总计图片数：9
- Attached-deposits Branch-pipe Displaced-joint Intruding-sealing-material总计图片数：3
- Attached-deposits Branch-pipe Displaced-joint Settled-deposits总计图片数：11
- Attached-deposits Branch-pipe Displaced-joint Settled-deposits Surface-damage总计图片数：7
- Attached-deposits Branch-pipe Displaced-joint Surface-damage总计图片数：13
- Attached-deposits Branch-pipe Settled-deposits总计图片数：1
- Attached-deposits Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：3
- Attached-deposits Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage总计图片数：3
- Attached-deposits Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：20
- Attached-deposits Chiseled-connection Cracks-breaks-and-collapses Settled-deposits Surface-damage总计图片数：3
- Attached-deposits Chiseled-connection Cracks-breaks-and-collapses Surface-damage总计图片数：4
- Attached-deposits Chiseled-connection Displaced-joint总计图片数：18
- Attached-deposits Chiseled-connection Displaced-joint Settled-deposits总计图片数：5
- Attached-deposits Chiseled-connection Displaced-joint Settled-deposits Surface-damage总计图片数：8
- Attached-deposits Chiseled-connection Displaced-joint Surface-damage总计图片数：31
- Attached-deposits Chiseled-connection Surface-damage总计图片数：1
- Attached-deposits Construction-changes总计图片数：4
- Attached-deposits Construction-changes Cracks-breaks-and-collapses Displaced-joint总计图片数：3
- Attached-deposits Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots总计图片数：1
- Attached-deposits Construction-changes Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：3
- Attached-deposits Construction-changes Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：1
- Attached-deposits Construction-changes Displaced-joint总计图片数：21
- Attached-deposits Construction-changes Displaced-joint Roots总计图片数：5
- Attached-deposits Construction-changes Displaced-joint Settled-deposits总计图片数：5
- Attached-deposits Construction-changes Displaced-joint Surface-damage总计图片数：21
- Attached-deposits Construction-changes Obstacle Settled-deposits Surface-damage总计图片数：1
- Attached-deposits Construction-changes Settled-deposits总计图片数：3
- Attached-deposits Construction-changes Surface-damage总计图片数：3
- Attached-deposits Cracks-breaks-and-collapses总计图片数：2
- Attached-deposits Cracks-breaks-and-collapses Displaced-joint总计图片数：6
- Attached-deposits Cracks-breaks-and-collapses Displaced-joint Intruding-sealing-material Surface-damage总计图片数：3
- Attached-deposits Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：5
- Attached-deposits Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage总计图片数：5
- Attached-deposits Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：27
- Attached-deposits Cracks-breaks-and-collapses Obstacle Settled-deposits Surface-damage总计图片数：2
- Attached-deposits Cracks-breaks-and-collapses Obstacle Surface-damage总计图片数：2
- Attached-deposits Deformation总计图片数：2
- Attached-deposits Deformation Displaced-joint总计图片数：2
- Attached-deposits Displaced-joint总计图片数：93
- Attached-deposits Displaced-joint Infiltration Surface-damage总计图片数：1
- Attached-deposits Displaced-joint Intruding-sealing-material总计图片数：11
- Attached-deposits Displaced-joint Intruding-sealing-material Settled-deposits总计图片数：2
- Attached-deposits Displaced-joint Intruding-sealing-material Surface-damage总计图片数：2
- Attached-deposits Displaced-joint Obstacle Surface-damage总计图片数：4
- Attached-deposits Displaced-joint Roots Surface-damage总计图片数：4
- Attached-deposits Displaced-joint Settled-deposits总计图片数：49
- Attached-deposits Displaced-joint Settled-deposits Surface-damage总计图片数：19
- Attached-deposits Displaced-joint Surface-damage总计图片数：139
- Attached-deposits Drilled-connection总计图片数：8
- Attached-deposits Infiltration Lateral-reinstatement-cuts总计图片数：5
- Attached-deposits Infiltration Surface-damage总计图片数：2
- Attached-deposits Lateral-reinstatement-cuts总计图片数：8
- Attached-deposits Obstacle Settled-deposits Surface-damage总计图片数：1
- Attached-deposits Obstacle Surface-damage总计图片数：4
- Attached-deposits Production-error总计图片数：71
- Attached-deposits Production-error Settled-deposits总计图片数：4
- Attached-deposits Settled-deposits总计图片数：3
- Attached-deposits Settled-deposits Surface-damage总计图片数：13
- Attached-deposits Surface-damage总计图片数：17
- Branch-pipe总计图片数：55
- Branch-pipe Chiseled-connection Displaced-joint总计图片数：2
- Branch-pipe Chiseled-connection Displaced-joint Surface-damage总计图片数：8
- Branch-pipe Construction-changes总计图片数：15
- Branch-pipe Construction-changes Cracks-breaks-and-collapses总计图片数：2
- Branch-pipe Construction-changes Cracks-breaks-and-collapses Displaced-joint总计图片数：4
- Branch-pipe Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots总计图片数：3
- Branch-pipe Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots Settled-deposits总计图片数：1
- Branch-pipe Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots Surface-damage总计图片数：1
- Branch-pipe Construction-changes Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：1
- Branch-pipe Construction-changes Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：1
- Branch-pipe Construction-changes Cracks-breaks-and-collapses Roots Surface-damage总计图片数：1
- Branch-pipe Construction-changes Deformation总计图片数：2
- Branch-pipe Construction-changes Displaced-joint总计图片数：16
- Branch-pipe Construction-changes Displaced-joint Settled-deposits总计图片数：3
- Branch-pipe Construction-changes Displaced-joint Surface-damage总计图片数：2
- Branch-pipe Cracks-breaks-and-collapses总计图片数：1
- Branch-pipe Cracks-breaks-and-collapses Displaced-joint Roots总计图片数：1
- Branch-pipe Cracks-breaks-and-collapses Displaced-joint Roots Surface-damage总计图片数：3
- Branch-pipe Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：5
- Branch-pipe Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage总计图片数：4
- Branch-pipe Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：12
- Branch-pipe Cracks-breaks-and-collapses Settled-deposits总计图片数：3
- Branch-pipe Deformation总计图片数：3
- Branch-pipe Deformation Production-error总计图片数：2
- Branch-pipe Displaced-joint总计图片数：112
- Branch-pipe Displaced-joint Intruding-sealing-material总计图片数：5
- Branch-pipe Displaced-joint Intruding-sealing-material Surface-damage总计图片数：7
- Branch-pipe Displaced-joint Roots总计图片数：1
- Branch-pipe Displaced-joint Roots Surface-damage总计图片数：11
- Branch-pipe Displaced-joint Settled-deposits总计图片数：33
- Branch-pipe Displaced-joint Settled-deposits Surface-damage总计图片数：10
- Branch-pipe Displaced-joint Surface-damage总计图片数：176
- Branch-pipe Settled-deposits总计图片数：14
- Branch-pipe Surface-damage总计图片数：6
- Chiseled-connection总计图片数：6
- Chiseled-connection Construction-changes总计图片数：1
- Chiseled-connection Construction-changes Cracks-breaks-and-collapses Displaced-joint Obstacle Settled-deposits Surface-damage总计图片数：4
- Chiseled-connection Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots总计图片数：3
- Chiseled-connection Construction-changes Displaced-joint总计图片数：1
- Chiseled-connection Construction-changes Displaced-joint Roots Surface-damage总计图片数：4
- Chiseled-connection Construction-changes Surface-damage总计图片数：1
- Chiseled-connection Cracks-breaks-and-collapses总计图片数：8
- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint总计图片数：7
- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Roots总计图片数：4
- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Roots Surface-damage总计图片数：5
- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：4
- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage总计图片数：2
- Chiseled-connection Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：17
- Chiseled-connection Displaced-joint总计图片数：14
- Chiseled-connection Displaced-joint Intruding-sealing-material Settled-deposits Surface-damage总计图片数：2
- Chiseled-connection Displaced-joint Lateral-reinstatement-cuts Surface-damage总计图片数：4
- Chiseled-connection Displaced-joint Roots Surface-damage总计图片数：3
- Chiseled-connection Displaced-joint Settled-deposits总计图片数：2
- Chiseled-connection Displaced-joint Settled-deposits Surface-damage总计图片数：10
- Chiseled-connection Displaced-joint Surface-damage总计图片数：55
- Chiseled-connection Surface-damage总计图片数：1
- Construction-changes总计图片数：553
- Construction-changes Cracks-breaks-and-collapses总计图片数：32
- Construction-changes Cracks-breaks-and-collapses Displaced-joint总计图片数：98
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Intruding-sealing-material Surface-damage总计图片数：2
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Obstacle总计图片数：3
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Obstacle Surface-damage总计图片数：3
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots Settled-deposits总计图片数：3
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots Surface-damage总计图片数：5
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：26
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage总计图片数：26
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：48
- Construction-changes Cracks-breaks-and-collapses Settled-deposits总计图片数：13
- Construction-changes Cracks-breaks-and-collapses Settled-deposits Surface-damage总计图片数：1
- Construction-changes Deformation总计图片数：10
- Construction-changes Deformation Displaced-joint总计图片数：4
- Construction-changes Deformation Displaced-joint Surface-damage总计图片数：2
- Construction-changes Displaced-joint总计图片数：476
- Construction-changes Displaced-joint Intruding-sealing-material总计图片数：14
- Construction-changes Displaced-joint Intruding-sealing-material Settled-deposits总计图片数：3
- Construction-changes Displaced-joint Intruding-sealing-material Surface-damage总计图片数：8
- Construction-changes Displaced-joint Obstacle总计图片数：5
- Construction-changes Displaced-joint Obstacle Surface-damage总计图片数：3
- Construction-changes Displaced-joint Production-error总计图片数：5
- Construction-changes Displaced-joint Roots总计图片数：50
- Construction-changes Displaced-joint Roots Settled-deposits总计图片数：5
- Construction-changes Displaced-joint Roots Settled-deposits Surface-damage总计图片数：11
- Construction-changes Displaced-joint Roots Surface-damage总计图片数：45
- Construction-changes Displaced-joint Settled-deposits总计图片数：104
- Construction-changes Displaced-joint Settled-deposits Surface-damage总计图片数：60
- Construction-changes Displaced-joint Surface-damage总计图片数：438
- Construction-changes Production-error总计图片数：3
- Construction-changes Roots总计图片数：17
- Construction-changes Roots Surface-damage总计图片数：3
- Construction-changes Settled-deposits总计图片数：78
- Construction-changes Settled-deposits Surface-damage总计图片数：5
- Construction-changes Surface-damage总计图片数：26
- Cracks-breaks-and-collapses总计图片数：27
- Cracks-breaks-and-collapses Deformation Displaced-joint Surface-damage总计图片数：1
- Cracks-breaks-and-collapses Displaced-joint总计图片数：46
- Cracks-breaks-and-collapses Displaced-joint Infiltration总计图片数：4
- Cracks-breaks-and-collapses Displaced-joint Intruding-sealing-material总计图片数：6
- Cracks-breaks-and-collapses Displaced-joint Intruding-sealing-material Settled-deposits总计图片数：3
- Cracks-breaks-and-collapses Displaced-joint Intruding-sealing-material Surface-damage总计图片数：4
- Cracks-breaks-and-collapses Displaced-joint Obstacle总计图片数：3
- Cracks-breaks-and-collapses Displaced-joint Roots总计图片数：2
- Cracks-breaks-and-collapses Displaced-joint Roots Settled-deposits总计图片数：3
- Cracks-breaks-and-collapses Displaced-joint Roots Settled-deposits Surface-damage总计图片数：8
- Cracks-breaks-and-collapses Displaced-joint Roots Surface-damage总计图片数：14
- Cracks-breaks-and-collapses Displaced-joint Settled-deposits总计图片数：21
- Cracks-breaks-and-collapses Displaced-joint Settled-deposits Surface-damage总计图片数：13
- Cracks-breaks-and-collapses Displaced-joint Surface-damage总计图片数：87
- Cracks-breaks-and-collapses Drilled-connection总计图片数：16
- Cracks-breaks-and-collapses Drilled-connection Settled-deposits总计图片数：5
- Cracks-breaks-and-collapses Obstacle总计图片数：1
- Cracks-breaks-and-collapses Roots Surface-damage总计图片数：2
- Cracks-breaks-and-collapses Settled-deposits总计图片数：12
- Cracks-breaks-and-collapses Surface-damage总计图片数：3
- Deformation总计图片数：32
- Deformation Displaced-joint总计图片数：4
- Deformation Displaced-joint Production-error总计图片数：1
- Deformation Displaced-joint Surface-damage总计图片数：3
- Deformation Intruding-sealing-material总计图片数：2
- Deformation Production-error总计图片数：14
- Displaced-joint总计图片数：472
- Displaced-joint Intruding-sealing-material总计图片数：33
- Displaced-joint Intruding-sealing-material Roots Settled-deposits Surface-damage总计图片数：1
- Displaced-joint Intruding-sealing-material Roots Surface-damage总计图片数：3
- Displaced-joint Intruding-sealing-material Settled-deposits总计图片数：5
- Displaced-joint Intruding-sealing-material Surface-damage总计图片数：32
- Displaced-joint Obstacle总计图片数：3
- Displaced-joint Obstacle Settled-deposits总计图片数：5
- Displaced-joint Obstacle Surface-damage总计图片数：2
- Displaced-joint Roots总计图片数：33
- Displaced-joint Roots Settled-deposits总计图片数：3
- Displaced-joint Roots Settled-deposits Surface-damage总计图片数：11
- Displaced-joint Roots Surface-damage总计图片数：132
- Displaced-joint Settled-deposits总计图片数：243
- Displaced-joint Settled-deposits Surface-damage总计图片数：202
- Displaced-joint Surface-damage总计图片数：880
- Drilled-connection总计图片数：24
- Drilled-connection Surface-damage总计图片数：1
- Intruding-sealing-material总计图片数：3
- Intruding-sealing-material Roots Surface-damage总计图片数：1
- Intruding-sealing-material Surface-damage总计图片数：6
- Lateral-reinstatement-cuts总计图片数：58
- Lateral-reinstatement-cuts Production-error总计图片数：5
- Null总计图片数：2698
- Obstacle总计图片数：5
- Production-error总计图片数：12
- Roots总计图片数：23
- Roots Settled-deposits Surface-damage总计图片数：4
- Roots Surface-damage总计图片数：4
- Settled-deposits总计图片数：90
- Settled-deposits Surface-damage总计图片数：9
- Surface-damage总计图片数：65
- Attached-deposits Branch-pipe Chiseled-connection Displaced-joint总计图片数：2
- Attached-deposits Branch-pipe Displaced-joint Intruding-sealing-material Surface-damage总计图片数：1
- Branch-pipe Cracks-breaks-and-collapses Displaced-joint总计图片数：1
- Branch-pipe Production-error总计图片数：1
- Chiseled-connection Construction-changes Displaced-joint Surface-damage总计图片数：2
- Construction-changes Cracks-breaks-and-collapses Displaced-joint Roots总计图片数：1
- Displaced-joint Drilled-connection Settled-deposits总计图片数：1
- Attached-deposits Cracks-breaks-and-collapses Surface-damage总计图片数：1
- Construction-changes Cracks-breaks-and-collapses Surface-damage总计图片数：1
- Displaced-joint Intruding-sealing-material Settled-deposits Surface-damage总计图片数：1
重要说明：暂无
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：
