建筑工地目标检测数据集(建筑结构工程车安全防护)6710张VOC+YOLO格式

作品简介

建筑工地目标检测数据集(建筑结构工程车安全防护)6710张VOC+YOLO格式

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):6710

标注数量(xml文件个数):6710

标注数量(txt文件个数):6710

标注类别数:53

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):["Water Truck","asphalt paver","backhoe loader","beam","block","boom lift","brick pile","bulldozer","column","compactor","concrete mixer","construction fence","crane","crawler crane","door frame","drill","dump truck","dumpster","engineer","excavator","face mask","flatbed truck","footing","forklift","formwork","foundation","generator","hard hat","light tower","mixer truck","mobile crane","motor grader","pipe","pump","pump truck","rebar","safety barrier","safety boots","safety goggles","safety harness","safety vest","sand pile","scaffolding","skid steer loader","slab","staircase","tower crane","traffic cone","trailer","truss","wheel loader","window frame","worker"]

标签中文对照:水车”、“沥青摊铺机”、“反铲装载机”、”梁“、”块“、”臂架“、”砖桩“、”推土机“、”柱“、”压实机“、”混凝土搅拌机“、”施工围栏“、”起重机“、”履带吊“、”门框“、”钻机“、”自卸车“、”垃圾箱“、”工程师“、”挖掘机“、”面罩“、”平板车“、”基脚“、”叉车“、”模板“、”基础“、”发电机“、”安全帽“、”灯塔“、”搅拌车“、“管道”、“水泵”、“泵车”、“钢筋”、“安全护栏”、“防护靴”、“护目镜”、“吊带”、“保险背心”、“沙堆”、“脚手架”、“滑移装载机”、“平板”、“楼梯”、“塔式起重机”、“交通锥”、“拖车”、“特拉斯”、“轮式装载机”,“窗框”、“工人”

每个类别标注的框数:

Water Truck 框数 = 14

asphalt paver 框数 = 22

backhoe loader 框数 = 36

beam 框数 = 3745

block 框数 = 56

boom lift 框数 = 92

brick pile 框数 = 726

bulldozer 框数 = 448

column 框数 = 4480

compactor 框数 = 284

concrete mixer 框数 = 89

construction fence 框数 = 787

crane 框数 = 1193

crawler crane 框数 = 1

door frame 框数 = 7

drill 框数 = 44

dump truck 框数 = 1181

dumpster 框数 = 30

engineer 框数 = 37

excavator 框数 = 2950

face mask 框数 = 63

flatbed truck 框数 = 52

footing 框数 = 596

forklift 框数 = 15

formwork 框数 = 1951

foundation 框数 = 70

generator 框数 = 81

hard hat 框数 = 14638

light tower 框数 = 206

mixer truck 框数 = 329

mobile crane 框数 = 607

motor grader 框数 = 29

pipe 框数 = 6900

pump 框数 = 274

pump truck 框数 = 173

rebar 框数 = 2181

safety barrier 框数 = 730

safety boots 框数 = 812

safety goggles 框数 = 15

safety harness 框数 = 7

safety vest 框数 = 3422

sand pile 框数 = 1631

scaffolding 框数 = 1917

skid steer loader 框数 = 14

slab 框数 = 1648

staircase 框数 = 242

tower crane 框数 = 1788

traffic cone 框数 = 51

trailer 框数 = 92

truss 框数 = 80

wheel loader 框数 = 119

window frame 框数 = 322

worker 框数 = 21224

总框数:78501

每个类别占有图片数:

Water Truck 占有图片数 = 14

asphalt paver 占有图片数 = 22

backhoe loader 占有图片数 = 15

beam 占有图片数 = 436

block 占有图片数 = 14

boom lift 占有图片数 = 78

brick pile 占有图片数 = 237

bulldozer 占有图片数 = 364

column 占有图片数 = 431

compactor 占有图片数 = 256

concrete mixer 占有图片数 = 89

construction fence 占有图片数 = 465

crane 占有图片数 = 437

crawler crane 占有图片数 = 1

door frame 占有图片数 = 7

drill 占有图片数 = 36

dump truck 占有图片数 = 754

dumpster 占有图片数 = 15

engineer 占有图片数 = 30

excavator 占有图片数 = 2128

face mask 占有图片数 = 49

flatbed truck 占有图片数 = 30

footing 占有图片数 = 153

forklift 占有图片数 = 15

formwork 占有图片数 = 800

foundation 占有图片数 = 56

generator 占有图片数 = 67

hard hat 占有图片数 = 3584

light tower 占有图片数 = 135

mixer truck 占有图片数 = 252

mobile crane 占有图片数 = 446

motor grader 占有图片数 = 29

pipe 占有图片数 = 1313

pump 占有图片数 = 197

pump truck 占有图片数 = 138

rebar 占有图片数 = 902

safety barrier 占有图片数 = 331

safety boots 占有图片数 = 240

safety goggles 占有图片数 = 15

safety harness 占有图片数 = 7

safety vest 占有图片数 = 889

sand pile 占有图片数 = 762

scaffolding 占有图片数 = 1011

skid steer loader 占有图片数 = 14

slab 占有图片数 = 423

staircase 占有图片数 = 147

tower crane 占有图片数 = 652

traffic cone 占有图片数 = 22

trailer 占有图片数 = 57

truss 占有图片数 = 79

wheel loader 占有图片数 = 111

window frame 占有图片数 = 76

worker 占有图片数 = 4958

图片分辨率:432x243

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

标注及图片情况如下:






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