数据集中有一半为增强图片,增强方法基本都是翻转,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):8116
标注数量(xml文件个数):8116
标注数量(txt文件个数):8116
标注类别数:78
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):["SF6ylb","aqmzc","bj_bpmh","bj_bpps","bj_sx","bj_wkps","bjdsyc_sx","bjdsyc_ywc","bjdsyc_ywj","bjdsyc_zz","bjdszc_sx","bjdszc_tx_wyt","bjdszc_tx_yyt","bjdszc_yx_yyt","bjdszc_zz","bmwh","byq_hxq","cn_wcn_zz","cn_ycn_zt","cn_ycn_zz","cysb_cyg","cysb_lqq","cysb_qtjdq","cysb_qyb","cysb_sgz","cysb_tg","fhz_f","fhz_h","fhz_ztyc","gcc_mh","gcc_ps","gcc_zc","gzzc","hand","hxq_gjbs","hxq_gjtps","hxq_gjzc","hxq_yfps","jsxs_ecjxh","jyh","jyz_pl","kgg_yb_by","kgg_ybf","kgg_ybh","kk_f","kk_h","pzqcd","pzqzc","qt_bj","sly_bjbmyw","sly_dmyw","tx_wyt","tx_wyt_wz","tx_yyt","tx_yyt_wz","wcaqm","ws_ywyc","ws_ywzc","xldlb","xmbhyc","xmbhzc","ylb","yljdq","yljdq_flow","yljdq_stop","ylsff","yw_gkxfw","yw_nc","ywb","ywc","ywj","ywzt_no","ywzt_yfyc","ywzt_yfzc","yx_yyt","yx_yyt_wz","zsd_l","zsd_m"]
每个类别标注的框数:
SF6ylb 框数 = 186
aqmzc 框数 = 4
bj_bpmh 框数 = 397
bj_bpps 框数 = 272
bj_sx 框数 = 82
bj_wkps 框数 = 179
bjdsyc_sx 框数 = 32
bjdsyc_ywc 框数 = 79
bjdsyc_ywj 框数 = 63
bjdsyc_zz 框数 = 175
bjdszc_sx 框数 = 104
bjdszc_tx_wyt 框数 = 240
bjdszc_tx_yyt 框数 = 72
bjdszc_yx_yyt 框数 = 34
bjdszc_zz 框数 = 949
bmwh 框数 = 383
byq_hxq 框数 = 730
cn_wcn_zz 框数 = 1
cn_ycn_zt 框数 = 7
cn_ycn_zz 框数 = 151
cysb_cyg 框数 = 682
cysb_lqq 框数 = 1241
cysb_qtjdq 框数 = 178
cysb_qyb 框数 = 42
cysb_sgz 框数 = 267
cysb_tg 框数 = 1051
fhz_f 框数 = 198
fhz_h 框数 = 421
fhz_ztyc 框数 = 119
gcc_mh 框数 = 228
gcc_ps 框数 = 89
gcc_zc 框数 = 59
gzzc 框数 = 9
hand 框数 = 8
hxq_gjbs 框数 = 437
hxq_gjtps 框数 = 35
hxq_gjzc 框数 = 185
hxq_yfps 框数 = 97
jsxs_ecjxh 框数 = 1
jyh 框数 = 8
jyz_pl 框数 = 153
kgg_yb_by 框数 = 1005
kgg_ybf 框数 = 899
kgg_ybh 框数 = 1657
kk_f 框数 = 425
kk_h 框数 = 906
pzqcd 框数 = 184
pzqzc 框数 = 1419
qt_bj 框数 = 156
sly_bjbmyw 框数 = 163
sly_dmyw 框数 = 239
tx_wyt 框数 = 296
tx_wyt_wz 框数 = 144
tx_yyt 框数 = 124
tx_yyt_wz 框数 = 63
wcaqm 框数 = 4
ws_ywyc 框数 = 70
ws_ywzc 框数 = 87
xldlb 框数 = 452
xmbhyc 框数 = 263
xmbhzc 框数 = 5718
ylb 框数 = 136
yljdq 框数 = 108
yljdq_flow 框数 = 23
yljdq_stop 框数 = 85
ylsff 框数 = 16
yw_gkxfw 框数 = 155
yw_nc 框数 = 108
ywb 框数 = 237
ywc 框数 = 340
ywj 框数 = 216
ywzt_no 框数 = 352
ywzt_yfyc 框数 = 197
ywzt_yfzc 框数 = 62
yx_yyt 框数 = 49
yx_yyt_wz 框数 = 24
zsd_l 框数 = 631
zsd_m 框数 = 2486
总框数:29147
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
图片分辨率:640x640
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
{
"SF6ylb": "SF6压力表",
"aqmzc": "安全帽正常",
"bj_bpmh": "表计表盘模糊",
"bj_bpps": "表计表盘破损",
"bj_sx": "表计生锈",
"bj_wkps": "表计外壳破损",
"bjdsyc_sx": "表计读数异常_生锈",
"bjdsyc_ywc": "表计读数异常_有误差",
"bjdsyc_ywj": "表计读数异常_有污迹",
"bjdsyc_zz": "表计读数异常_脏渍",
"bjdszc_sx": "表计读数正常_生锈",
"bjdszc_tx_wyt": "表计读数正常_图像无油污",
"bjdszc_tx_yyt": "表计读数正常_图像有油污",
"bjdszc_yx_yyt": "表计读数正常_影像有油污",
"bjdszc_zz": "表计读数正常_脏渍",
"bmwh": "表蒙污秽",
"byq_hxq": "变压器呼吸器",
"cn_wcn_zz": "瓷内无尘内_脏渍",
"cn_ycn_zt": "瓷内有尘内_状态",
"cn_ycn_zz": "瓷内有尘内_脏渍",
"cysb_cyg": "测试设备_测试仪",
"cysb_lqq": "测试设备_流量计",
"cysb_qtjdq": "测试设备_其他继电器",
"cysb_qyb": "测试设备_气压表",
"cysb_sgz": "测试设备_示功器",
"cysb_tg": "测试设备_探管",
"fhz_f": "分合闸_分",
"fhz_h": "分合闸_合",
"fhz_ztyc": "分合闸_状态异常",
"gcc_mh": "观察窗模糊",
"gcc_ps": "观察窗破损",
"gcc_zc": "观察窗正常",
"gzzc": "工作正常",
"hand": "手部",
"hxq_gjbs": "呼吸器硅胶变色",
"hxq_gjtps": "呼吸器硅胶体破损",
"hxq_gjzc": "呼吸器硅胶正常",
"hxq_yfps": "呼吸器油封破损",
"jsxs_ecjxh": "机械损伤_二次接线盒",
"jyh": "绝缘化",
"jyz_pl": "绝缘子破裂",
"kgg_yb_by": "开关柜仪表板",
"kgg_ybf": "开关柜仪表分",
"kgg_ybh": "开关柜仪表合",
"kk_f": "开口_分",
"kk_h": "开口_合",
"pzqcd": "配重器残断",
"pzqzc": "配重器正常",
"qt_bj": "其他表计",
"sly_bjbmyw": "渗漏油_表计表面油污",
"sly_dmyw": "渗漏油_地面油污",
"tx_wyt": "图像无油污",
"tx_wyt_wz": "图像无油污_文字",
"tx_yyt": "图像有油污",
"tx_yyt_wz": "图像有油污_文字",
"wcaqm": "未穿安全帽",
"ws_ywyc": "瓦斯油位异常",
"ws_ywzc": "瓦斯油位正常",
"xldlb": "线路电流表",
"xmbhyc": "箱门闭合异常",
"xmbhzc": "箱门闭合正常",
"ylb": "压力表",
"yljdq": "压力继电器",
"yljdq_flow": "压力继电器_流动",
"yljdq_stop": "压力继电器_停止",
"ylsff": "压力释放阀",
"yw_gkxfw": "异物_挂空悬浮物",
"yw_nc": "异物_鸟巢",
"ywb": "油位表",
"ywc": "有误差",
"ywj": "有污迹",
"ywzt_no": "油位状态_无",
"ywzt_yfyc": "油位状态_异常",
"ywzt_yfzc": "油位状态_正常",
"yx_yyt": "影像有油污",
"yx_yyt_wz": "影像有油污_文字",
"zsd_l": "指示灯_亮",
"zsd_m": "指示灯_灭"
}
图片预览:
标注例子(随机抽16张图片展示标注情况):