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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):9035
标注数量(xml文件个数):9035
标注数量(txt文件个数):9035
标注类别数:25
所在仓库: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):["balloon","burst","defect","glass insulator","glass insulator big shackle","glass insulator small shackle","glass insulator tower shackle","insulator","kite","lightning rod shackle","lightning rod suspension","nest","polymer insulator","polymer insulator lower shackle","polymer insulator tower shackle","polymer insulator upper shackle","spacer","sphere","spiral damper","stockbridge damper","tower id plate","trash","vari-grip","yoke","yoke suspension"]
每个类别标注的框数:
balloon (气球) 框数 = 503
burst (爆裂) 框数 = 90
defect (缺陷) 框数 = 2064
glass insulator (玻璃绝缘子) 框数 = 1225
glass insulator big shackle (玻璃绝缘子大挂板) 框数 = 106
glass insulator small shackle (玻璃绝缘子小挂板) 框数 = 112
glass insulator tower shackle (玻璃绝缘子塔架挂板) 框数 = 91
insulator (绝缘子) 框数 = 655
kite (风筝) 框数 = 574
lightning rod shackle (避雷针挂板) 框数 = 170
lightning rod suspension (避雷针悬吊) 框数 = 618
nest (鸟巢) 框数 = 805
polymer insulator (复合绝缘子) 框数 = 2064
polymer insulator lower shackle (复合绝缘子下挂板) 框数 = 767
polymer insulator tower shackle (复合绝缘子塔架挂板) 框数 = 35
polymer insulator upper shackle (复合绝缘子上挂板) 框数 = 1177
spacer (间隔棒) 框数 = 68
sphere (均压环) 框数 = 15
spiral damper (螺旋式阻尼器) 框数 = 819
stockbridge damper (防振锤) 框数 = 3498
tower id plate (塔号牌) 框数 = 198
trash (异物/垃圾) 框数 = 6439
vari-grip (V型线夹) 框数 = 446
yoke (联板) 框数 = 537
yoke suspension (联板悬吊) 框数 = 3096
总框数:26172
图片分辨率:640x640
数据集是否有增强图片:有少部分,目测不超过500张,主要为拼接增强
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: