压缩包大小1.59GB,文件提供百度云盘地址下载
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):9400
标注数量(xml文件个数):9400
标注数量(txt文件个数):9400
标注类别数:32
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):["Bird-Nest","Broken-Damper-Stockbridge","Broken-Glass-Insulator","Broken-Lightning-Rod-suspension","Broken-Polymer-Insulator-Upper-Shackle","Broken-Vari-Grip","Broken-Yoke-Suspension","Cable","Connector","Fuse-Cutout-Open","Glass Insulator","Glass Insulator Big Shackle","Glass Insulator Small Shackle","Glass Insulator Tower Shackle","Lightning Rod Shackle","Lightning Rod Suspension","Polymer Insulator","Polymer Insulator Lower Shackle","Polymer Insulator Tower Shackle","Polymer Insulator Upper Shackle","Spacer","Sphere","Spiral Damper","Stockbridge Damper","Surge-Arrester","Tower","Tower-ID-Plate","Transformer","Vari-Grip","Yoke","Yoke Suspension","vegetation"]
每个类别标注的框数:
Bird-Nest (鸟巢) 框数 = 24
Broken-Damper-Stockbridge (防振锤损坏) 框数 = 1
Broken-Glass-Insulator (玻璃绝缘子破损) 框数 = 63
Broken-Lightning-Rod-suspension (避雷针悬吊装置破损) 框数 = 4
Broken-Polymer-Insulator-Upper-Shackle (复合绝缘子上挂板破损) 框数 = 15
Broken-Vari-Grip (V型线夹破损) 框数 = 21
Broken-Yoke-Suspension (联板悬吊装置破损) 框数 = 4
Cable (电缆) 框数 = 1
Connector (连接器) 框数 = 264
Fuse-Cutout-Open (熔断器断开) 框数 = 1
Glass Insulator (玻璃绝缘子) 框数 = 2960
Glass Insulator Big Shackle (玻璃绝缘子大挂板) 框数 = 258
Glass Insulator Small Shackle (玻璃绝缘子小挂板) 框数 = 250
Glass Insulator Tower Shackle (玻璃绝缘子塔架挂板) 框数 = 196
Lightning Rod Shackle (避雷针挂板) 框数 = 167
Lightning Rod Suspension (避雷针悬吊) 框数 = 629
Polymer Insulator (复合绝缘子) 框数 = 3099
Polymer Insulator Lower Shackle (复合绝缘子下挂板) 框数 = 1615
Polymer Insulator Tower Shackle (复合绝缘子塔架挂板) 框数 = 45
Polymer Insulator Upper Shackle (复合绝缘子上挂板) 框数 = 1533
Spacer (间隔棒) 框数 = 140
Sphere (均压环) 框数 = 31
Spiral Damper (螺旋式阻尼器) 框数 = 1083
Stockbridge Damper (防振锤) 框数 = 6996
Surge-Arrester (避雷器) 框数 = 1
Tower (铁塔) 框数 = 75
Tower-ID-Plate (塔号牌) 框数 = 228
Transformer (变压器) 框数 = 2
Vari-Grip (V型线夹) 框数 = 979
Yoke (联板) 框数 = 1747
Yoke Suspension (联板悬吊) 框数 = 6158
vegetation (植被) 框数 = 40
总框数:28630
图片分辨率:1920x1080
使用标注工具:labelImg
标注规则:对类别进行画矩形框
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:
标注例子: