道路病害基础设施损坏标线标志牌褪色检测数据集4083张VOC+YOLO

作品简介

道路病害基础设施损坏标线标志牌褪色检测数据集4083张VOC+YOLO

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):4083

标注数量(xml文件个数):4083

标注数量(txt文件个数):4083

标注类别数:33

所在github仓库:datasets_sl

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):["barrier","cleaning-required","crack","damaged-crash-barrier","damaged-delineator","damaged-hazard-marker","damaged-kerb","delineator","deterioration","edge-drop","excessive-vegetation","face","faded-barrier-paint","faded-kerb","faded-marking","gantry-board","hazard-marker","inappropriate-diversion","informatory-board","kerb","marking","number-plate","plantation","pothole","ravelling","road","road-patch","road-stud","rumble-strips","rutting","sign-board","street-light","unauthorised-board"]

标签中文对照:护栏, 需清洁, 裂缝, 防撞护栏损坏, 轮廓标损坏, 危险警示标损坏, 路缘石损坏, 轮廓标, 破损/劣化, 边缘沉陷, 植被过度生长, 标志牌版面, 护栏漆面褪色, 路缘石褪色, 标线褪色, 龙门架标志牌, 危险警示标, 不当导流设施, 信息指示牌, 路缘石, 标线, 编号牌, 绿化带, 坑槽, 松散/剥落, 路面, 路面修补, 道钉, 减速标线, 车辙, 标志牌, 路灯, 违规标志牌

每个类别标注的框数:

barrier 框数 = 8503

cleaning-required 框数 = 61

crack 框数 = 2934

damaged-crash-barrier 框数 = 14

damaged-delineator 框数 = 3

damaged-hazard-marker 框数 = 5

damaged-kerb 框数 = 49

delineator 框数 = 13

deterioration 框数 = 7889

edge-drop 框数 = 3

excessive-vegetation 框数 = 1713

face 框数 = 9

faded-barrier-paint 框数 = 3

faded-kerb 框数 = 246

faded-marking 框数 = 2962

gantry-board 框数 = 221

hazard-marker 框数 = 287

inappropriate-diversion 框数 = 74

informatory-board 框数 = 165

kerb 框数 = 913

marking 框数 = 24834

number-plate 框数 = 131

plantation 框数 = 2165

pothole 框数 = 3

ravelling 框数 = 73

road 框数 = 4071

road-patch 框数 = 170

road-stud 框数 = 84

rumble-strips 框数 = 25

rutting 框数 = 3

sign-board 框数 = 147

street-light 框数 = 611

unauthorised-board 框数 = 1

总框数:58385

每个类别占有图片数:

barrier 占有图片数 = 4083

cleaning-required 占有图片数 = 44

crack 占有图片数 = 760

damaged-crash-barrier 占有图片数 = 14

damaged-delineator 占有图片数 = 3

damaged-hazard-marker 占有图片数 = 5

damaged-kerb 占有图片数 = 49

delineator 占有图片数 = 7

deterioration 占有图片数 = 1905

edge-drop 占有图片数 = 3

excessive-vegetation 占有图片数 = 967

face 占有图片数 = 9

faded-barrier-paint 占有图片数 = 3

faded-kerb 占有图片数 = 236

faded-marking 占有图片数 = 1441

gantry-board 占有图片数 = 214

hazard-marker 占有图片数 = 225

inappropriate-diversion 占有图片数 = 42

informatory-board 占有图片数 = 162

kerb 占有图片数 = 838

marking 占有图片数 = 4062

number-plate 占有图片数 = 121

plantation 占有图片数 = 926

pothole 占有图片数 = 3

ravelling 占有图片数 = 51

road 占有图片数 = 4065

road-patch 占有图片数 = 102

road-stud 占有图片数 = 68

rumble-strips 占有图片数 = 25

rutting 占有图片数 = 3

sign-board 占有图片数 = 138

street-light 占有图片数 = 374

unauthorised-board 占有图片数 = 1

图片分辨率:多分辨率图片,如2048x1152,2036x1146等

使用标注工具:labelImg

数据集是否增强:否

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



| barrier | 护栏 / 防撞栏 |

| cleaning-required | 需清洁 |

| crack | 裂缝 |

| damaged-crash-barrier | 防撞护栏损坏 |

| damaged-delineator | 轮廓标损坏 |

| damaged-hazard-marker | 危险警示标损坏 |

| damaged-kerb | 路缘石损坏 |

| delineator | 轮廓标 / 诱导标 |

| deterioration | 破损 / 劣化 |

| edge-drop | 边缘沉陷 / 路肩塌陷 |

| excessive-vegetation | 植被过度生长 |

| face | 面板 / 正面(通常指标志牌版面) |

| faded-barrier-paint | 护栏漆面褪色 |

| faded-kerb | 路缘石褪色 |

| faded-marking | 标线褪色 |

| gantry-board | 龙门架标志牌 |

| hazard-marker | 危险警示标 |

| inappropriate-diversion | 不当导流设施 |

| informatory-board | 信息指示牌 |

| kerb | 路缘石 / 道牙 |

| marking | 标线 |

| number-plate | 车牌 / 编号牌 |

| plantation | 绿化带 / 植被 |

| pothole | 坑槽 |

| ravelling | 松散 / 剥落(路面颗粒脱落) |

| road | 路面 |

| road-patch | 路面修补 / 补丁 |

| road-stud | 道钉 / 突起路标 |

| rumble-strips | 减速标线 / 振动标线 |

| rutting | 车辙 |

| sign-board | 标志牌 |

| street-light | 路灯 |

| unauthorised-board | 违规 / 未经授权设置的标志牌 |

标注及图片情况如下:







创作时间: