电力场景变电站缺陷检测数据集VOC+YOLO格式8116张78类别

作品简介

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"

}

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标注例子(随机抽16张图片展示标注情况):




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