智慧铁路轨道要素轨道信号标志识别分割数据集labelme格式5092张20类别

作品简介

数据集格式:labelme格式(不包含mask文件,仅仅包含jpg图片和对应的json文件)

图片数量(jpg文件个数):5092

标注数量(json文件个数):5092

标注类别数:20

标注类别名称:["chexiang","daochazhishiqi","daokou","diangan","ganggui","guidaobiaozhizhengmian","guidaoxinhaojibeimian","guidaoxinhaojizhengmian","guidaozhedangwu","huanchongdang","huoche","jingtai daocha","liechechexiang","ren","renqun","weilan","weizhi daocha","youkai daocha","zhantai","zuokai daocha"]

对应中文类别名:["车厢", "道岔指示器", "道口", "电杆", "钢轨", "轨道标志正面", "轨道信号机背面", "轨道信号机正面", "轨道遮挡物", "缓冲挡", "货车", "静态道岔", "列车车厢", "人", "人群", "围栏", "未知道岔", "右开道岔", "站台", "左开道岔"]

每个类别标注的框数和占有图片数:

chexiang框数=109,占有图片数=80

daochazhishiqi框数=1280,占有图片数=671

daokou框数=1700,占有图片数=864

diangan框数=6429,占有图片数=1921

ganggui框数=17085,占有图片数=5091

guidaobiaozhizhengmian框数=4355,占有图片数=2179

guidaoxinhaojibeimian框数=2000,占有图片数=912

guidaoxinhaojizhengmian框数=3458,占有图片数=1613

guidaozhedangwu框数=2340,占有图片数=1051

huanchongdang框数=139,占有图片数=109

huoche框数=8,占有图片数=8

jingtai daocha框数=1480,占有图片数=844

liechechexiang框数=1192,占有图片数=828

ren框数=136,占有图片数=91

renqun框数=35,占有图片数=27

weilan框数=177,占有图片数=158

weizhi daocha框数=1508,占有图片数=925

youkai daocha框数=1313,占有图片数=943

zhantai框数=1455,占有图片数=892

zuokai daocha框数=1196,占有图片数=875

总框数:47395

使用标注工具:labelme=5.5.0

所在github仓库:firc-dataset

图片分辨率:640x640

标注规则:对类别进行画多边形框polygon

重要说明:可以将数据集用labelme打开编辑,json数据集需自己转成mask或者yolo格式或者coco格式作语义分割或者实例分割

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:

原图(随机选16张图):


标注绘制结果:


labelme编辑图实例:



单张图片:





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