变电站红外和可见光配对数据集刀闸套管断路器电压电流互感器避雷器等检测数据集VOC+YOLO格式2354张17类1177对

作品简介

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):2354

标注数量(xml文件个数):2354

标注数量(txt文件个数):2354

标注类别数:17

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):["Arrester body","Arrester voltage equalizing ring","Casing connector","Casing general hat","Casing porcelain sleeve","Casing pressure equalizing ring","Current transformer connector","Current transformer general cap","Current transformer head","Current transformer porcelain sleeve","Current transformer secondary tank","Knife blade","Knife gate connector","Knife gate fixing pin","Knife gate support insulator","Voltage transformer body","Voltage transformer secondary tank"]

每个类别标注的框数:

Arrester body(避雷器本体) 框数 = 6

Arrester voltage equalizing ring(避雷器均压环) 框数 = 6

Casing connector(套管连接件) 框数 = 48

Casing general hat(套管通用帽) 框数 = 56

Casing porcelain sleeve(套管瓷套) 框数 = 158

Casing pressure equalizing ring(套管均压环) 框数 = 106

Current transformer connector(电流互感器连接件) 框数 = 2106

Current transformer general cap(电流互感器通用盖) 框数 = 414

Current transformer head(电流互感器头部) 框数 = 1040

Current transformer porcelain sleeve(电流互感器瓷套) 框数 = 1134

Current transformer secondary tank(电流互感器二次油箱) 框数 = 100

Knife blade(刀闸动触头/刀片) 框数 = 1256

Knife gate connector(刀闸连接件) 框数 = 2346

Knife gate fixing pin(刀闸固定销) 框数 = 322

Knife gate support insulator(刀闸支柱绝缘子) 框数 = 2410

Voltage transformer body(电压互感器本体) 框数 = 880

Voltage transformer secondary tank(电压互感器二次油箱) 框数 = 844

总框数:13232

每个类别占有图片数:

Arrester body(避雷器本体) 占有图片数 = 2

Arrester voltage equalizing ring(避雷器均压环) 占有图片数 = 2

Casing connector(套管连接件) 占有图片数 = 36

Casing general hat(套管通用帽) 占有图片数 = 44

Casing porcelain sleeve(套管瓷套) 占有图片数 = 98

Casing pressure equalizing ring(套管均压环) 占有图片数 = 58

Current transformer connector(电流互感器连接件) 占有图片数 = 740

Current transformer general cap(电流互感器通用盖) 占有图片数 = 210

Current transformer head(电流互感器头部) 占有图片数 = 650

Current transformer porcelain sleeve(电流互感器瓷套) 占有图片数 = 738

Current transformer secondary tank(电流互感器二次油箱) 占有图片数 = 96

Knife blade(刀闸动触头/刀片) 占有图片数 = 760

Knife gate connector(刀闸连接件) 占有图片数 = 770

Knife gate fixing pin(刀闸固定销) 占有图片数 = 164

Knife gate support insulator(刀闸支柱绝缘子) 占有图片数 = 746

Voltage transformer body(电压互感器本体) 占有图片数 = 738

Voltage transformer secondary tank(电压互感器二次油箱) 占有图片数 = 716

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

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标注例子:




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