智慧电网-变电站巡检异常缺陷检测数据集VOC+YOLO格式8482张113类别

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):8482

标注数量(xml文件个数):8482

标注数量(txt文件个数):8482

标注类别数:113

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","bjzc","bmwh","byq_hxq","cn_wcn_zz","cn_ycn_zt","cn_ycn_zz","cn_ztyc_zz","cysb_cyg","cysb_lqq","cysb_qtjdq","cysb_qyb","cysb_sgz","cysb_tg","ddjt","ddjt_yx","ddjtyx","djtx","drq","drqgd","ecjxh","error","fhz_f","fhz_h","fhz_ztyc","gbps","gcc_mh","gcc_ps","gcc_zc","glove","gzzc","hand","hxq_gjbs","hxq_gjtps","hxq_gjzc","hxq_yfps","hzyw","jdyxx","jdyxxsd","jsxs","jsxs_ddjt","jsxs_ddyx","jsxs_ecjxh","jsxs_ecjxh1","jsxs_jdyxx","jyh","jyhbx","jyz","jyz_pl","jyz_zc","kgg_yb_by","kgg_ybf","kgg_ybh","kk_f","kk_h","mbhp","mbyc","mbzc","pzq","pzqcd","pzqzc","qt_bj","sly_bjbmyw","sly_dmyw","tx_wyt","tx_wyt_wz","tx_yyt","tx_yyt_wz","wcaqm","wcgz","wd","ws_ywyc","ws_ywzc","xldlb","xmbhyc","xmbhzc","xn_bj","xy","yezt_no","ylb","yljdq","yljdq_flow","yljdq_stop","ylsff","yw_gkxfw","yw_nc","ywb","ywc","ywj","ywzt_no","ywzt_yfyc","ywzt_yfzc","yx","yx_yyt","yx_yyt_wz","yxbz","yxdgsg","zsd_l","zsd_m"]

每个类别标注的框数:

SF6ylb 框数 = 267

aqmzc 框数 = 88

bj_bpmh 框数 = 527

bj_bpps 框数 = 129

bj_sx 框数 = 144

bj_wkps 框数 = 80

bjdsyc_sx 框数 = 72

bjdsyc_ywc 框数 = 71

bjdsyc_ywj 框数 = 52

bjdsyc_zz 框数 = 216

bjdszc_sx 框数 = 111

bjdszc_tx_wyt 框数 = 284

bjdszc_tx_yyt 框数 = 77

bjdszc_yx_yyt 框数 = 62

bjdszc_zz 框数 = 927

bjzc 框数 = 24

bmwh 框数 = 393

byq_hxq 框数 = 932

cn_wcn_zz 框数 = 4

cn_ycn_zt 框数 = 1

cn_ycn_zz 框数 = 55

cn_ztyc_zz 框数 = 5

cysb_cyg 框数 = 611

cysb_lqq 框数 = 1367

cysb_qtjdq 框数 = 284

cysb_qyb 框数 = 42

cysb_sgz 框数 = 341

cysb_tg 框数 = 1215

ddjt 框数 = 1292

ddjt_yx 框数 = 39

ddjtyx 框数 = 75

djtx 框数 = 1

drq 框数 = 34

drqgd 框数 = 11

ecjxh 框数 = 209

error 框数 = 5

fhz_f 框数 = 81

fhz_h 框数 = 180

fhz_ztyc 框数 = 86

gbps 框数 = 1

gcc_mh 框数 = 237

gcc_ps 框数 = 70

gcc_zc 框数 = 171

glove 框数 = 2

gzzc 框数 = 113

hand 框数 = 196

hxq_gjbs 框数 = 756

hxq_gjtps 框数 = 46

hxq_gjzc 框数 = 96

hxq_yfps 框数 = 76

hzyw 框数 = 4

jdyxx 框数 = 600

jdyxxsd 框数 = 15

jsxs 框数 = 3

jsxs_ddjt 框数 = 310

jsxs_ddyx 框数 = 41

jsxs_ecjxh 框数 = 281

jsxs_ecjxh1 框数 = 5

jsxs_jdyxx 框数 = 150

jyh 框数 = 154

jyhbx 框数 = 20

jyz 框数 = 2878

jyz_pl 框数 = 123

jyz_zc 框数 = 2509

kgg_yb_by 框数 = 1317

kgg_ybf 框数 = 1781

kgg_ybh 框数 = 2252

kk_f 框数 = 414

kk_h 框数 = 853

mbhp 框数 = 144

mbyc 框数 = 105

mbzc 框数 = 60

pzq 框数 = 213

pzqcd 框数 = 46

pzqzc 框数 = 1001

qt_bj 框数 = 121

sly_bjbmyw 框数 = 1117

sly_dmyw 框数 = 666

tx_wyt 框数 = 325

tx_wyt_wz 框数 = 85

tx_yyt 框数 = 131

tx_yyt_wz 框数 = 49

wcaqm 框数 = 99

wcgz 框数 = 85

wd 框数 = 1

ws_ywyc 框数 = 35

ws_ywzc 框数 = 238

xldlb 框数 = 527

xmbhyc 框数 = 396

xmbhzc 框数 = 2041

xn_bj 框数 = 3

xy 框数 = 48

yezt_no 框数 = 1

ylb 框数 = 115

yljdq 框数 = 39

yljdq_flow 框数 = 10

yljdq_stop 框数 = 20

ylsff 框数 = 49

yw_gkxfw 框数 = 289

yw_nc 框数 = 670

ywb 框数 = 288

ywc 框数 = 497

ywj 框数 = 206

ywzt_no 框数 = 391

ywzt_yfyc 框数 = 279

ywzt_yfzc 框数 = 121

yx 框数 = 1234

yx_yyt 框数 = 110

yx_yyt_wz 框数 = 19

yxbz 框数 = 2

yxdgsg 框数 = 123

zsd_l 框数 = 1245

zsd_m 框数 = 3215

总框数:42327

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

{

 "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",

 "bjzc": "表计正常",

 "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",

 "cn_ztyc_zz": "瓷内状态异常-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",

 "ddjt": "接地接头",

 "ddjt_yx": "接地接头-影像",

 "ddjtyx": "接地接头影像",

 "djtx": "点检图像",

 "drq": "断路器",

 "drqgd": "断路器固定",

 "ecjxh": "二次接线盒",

 "error": "错误",

 "fhz_f": "分合闸-分",

 "fhz_h": "分合闸-合",

 "fhz_ztyc": "分合闸-状态异常",

 "gbps": "盖板破损",

 "gcc_mh": "观察窗模糊",

 "gcc_ps": "观察窗破损",

 "gcc_zc": "观察窗正常",

 "glove": "手套",

 "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",

 "hzyw": "火灾烟雾",

 "jdyxx": "接地引下线",

 "jdyxxsd": "接地引下线松动",

 "jsxs": "机械损伤",

 "jsxs_ddjt": "机械损伤-接地接头",

 "jsxs_ddyx": "机械损伤-接地引线",

 "jsxs_ecjxh": "机械损伤-二次接线盒",

 "jsxs_ecjxh1": "机械损伤-二次接线盒1",

 "jsxs_jdyxx": "机械损伤-接地引下线",

 "jyh": "绝缘化",

 "jyhbx": "绝缘护套变形",

 "jyz": "绝缘子",

 "jyz_pl": "绝缘子破裂",

 "jyz_zc": "绝缘子正常",

 "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",

 "mbhp": "面板划破",

 "mbyc": "面板异常",

 "mbzc": "面板正常",

 "pzq": "配重器",

 "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",

 "wcgz": "未穿工装",

 "wd": "温度",

 "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",

 "xn_bj": "箱内表计",

 "xy": "吸烟",

 "yezt_no": "液位状态-无",

 "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": "影像",

 "yx_yyt": "影像有油污",

 "yx_yyt_wz": "影像有油污-文字",

 "yxbz": "影像标注",

 "yxdgsg": "影像导轨损伤",

 "zsd_l": "指示灯-亮",

 "zsd_m": "指示灯-灭"

}

图片预览:



标注例子(随机抽16张图展示标注情况):




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