Datasets:
CPLID_Insulators-corrected: 845 images / 1566 boxes / 2 classes (insulator, defect). Removed 3 pixel-identical duplicates, grouped consecutive UAV-capture frames so bursts stay on one side of the split, merged the paired defect+insulator label folders into one annotation per image, added a seeded 70/15/15 stratified split, cleaned VOC metadata (bogus folder + hard-coded personal path), removed a stray 48-byte file
955a16c | filename,width,height,class,xmin,ymin,xmax,ymax | |
| 002.jpg,1152,864,defect,780,583,840,643 | |
| 002.jpg,1152,864,insulator,239,352,943,678 | |
| 0058.jpg,1152,864,insulator,237,519,768,605 | |
| 0058.jpg,1152,864,insulator,331,817,678,862 | |
| 0058.jpg,1152,864,insulator,909,789,1152,842 | |
| 0059.jpg,1152,864,insulator,203,384,772,470 | |
| 0059.jpg,1152,864,insulator,467,93,717,154 | |
| 0059.jpg,1152,864,insulator,1015,94,1152,125 | |
| 0060.jpg,1152,864,insulator,94,159,901,723 | |
| 0085.jpg,1152,864,insulator,190,452,1023,570 | |
| 0085.jpg,1152,864,insulator,543,293,844,338 | |
| 0101.jpg,1152,864,insulator,242,534,922,645 | |
| 0101.jpg,1152,864,insulator,888,575,1151,616 | |
| 0101.jpg,1152,864,insulator,906,43,1152,71 | |
| 0104.jpg,1152,864,insulator,88,256,1152,511 | |
| 018.jpg,1152,864,defect,249,636,314,684 | |
| 018.jpg,1152,864,insulator,171,449,826,702 | |
| 0187.jpg,1152,864,insulator,198,511,906,648 | |
| 0187.jpg,1152,864,insulator,481,4,761,68 | |
| 0188.jpg,1152,864,insulator,189,406,1053,512 | |
| 0188.jpg,1152,864,insulator,609,203,894,248 | |
| 0237.jpg,1152,864,insulator,130,229,321,274 | |
| 0237.jpg,1152,864,insulator,130,317,959,439 | |
| 0237.jpg,1152,864,insulator,607,278,883,317 | |
| 0244.jpg,1152,864,insulator,240,502,901,590 | |
| 0244.jpg,1152,864,insulator,676,170,1011,228 | |
| 0269.jpg,1152,864,insulator,316,452,961,525 | |
| 0269.jpg,1152,864,insulator,519,687,928,751 | |
| 0341.jpg,1152,864,insulator,1,1,201,55 | |
| 0341.jpg,1152,864,insulator,194,336,832,660 | |
| 0342.jpg,1152,864,insulator,1,690,66,742 | |
| 0342.jpg,1152,864,insulator,145,361,965,609 | |
| 0342.jpg,1152,864,insulator,407,738,969,864 | |
| 036.jpg,1152,864,defect,478,406,545,453 | |
| 036.jpg,1152,864,insulator,141,312,941,605 | |
| 0369.jpg,1152,864,insulator,342,67,987,756 | |
| 0370.jpg,1152,864,insulator,273,359,722,593 | |
| 038.jpg,1152,864,defect,899,506,961,540 | |
| 038.jpg,1152,864,insulator,242,462,1033,584 | |
| 041.jpg,1152,864,defect,436,452,520,516 | |
| 041.jpg,1152,864,insulator,155,297,1081,587 | |
| 0413.jpg,1152,864,insulator,162,181,802,523 | |
| 0414.jpg,1152,864,insulator,222,316,886,430 | |
| 0414.jpg,1152,864,insulator,342,11,574,48 | |
| 043.jpg,1152,864,defect,381,564,447,604 | |
| 043.jpg,1152,864,insulator,145,505,938,630 | |
| 0431.jpg,1152,864,insulator,49,279,907,488 | |
| 045.jpg,1152,864,defect,866,573,934,624 | |
| 045.jpg,1152,864,insulator,320,395,1024,647 | |
| 0459.jpg,1152,864,insulator,104,511,921,677 | |
| 0459.jpg,1152,864,insulator,281,326,559,381 | |
| 047.jpg,1152,864,defect,473,664,535,707 | |
| 047.jpg,1152,864,insulator,234,572,937,759 | |
| 0493.jpg,1152,864,insulator,167,465,879,553 | |
| 051.jpg,1152,864,defect,319,504,386,552 | |
| 051.jpg,1152,864,insulator,231,347,1053,566 | |
| 0547.jpg,1152,864,insulator,101,235,979,464 | |
| 0547.jpg,1152,864,insulator,325,652,952,862 | |
| 059.jpg,1152,864,defect,617,668,681,712 | |
| 059.jpg,1152,864,insulator,199,567,944,763 | |
| 060.jpg,1152,864,defect,461,384,525,426 | |
| 060.jpg,1152,864,insulator,110,292,937,571 | |
| 064.jpg,1152,864,defect,387,542,452,587 | |
| 064.jpg,1152,864,insulator,158,454,932,613 | |
| 066.jpg,1152,864,defect,826,410,885,467 | |
| 066.jpg,1152,864,insulator,315,364,984,750 | |
| 0680.jpg,1152,864,insulator,108,375,905,609 | |
| 0739.jpg,1152,864,insulator,149,338,908,415 | |
| 0740.jpg,1152,864,insulator,160,270,926,453 | |
| 0748.jpg,1152,864,insulator,243,485,971,660 | |
| 0748.jpg,1152,864,insulator,395,300,737,367 | |
| 0748.jpg,1152,864,insulator,452,811,675,863 | |
| 0749.jpg,1152,864,insulator,108,264,1152,438 | |
| 075.jpg,1152,864,defect,629,457,706,521 | |
| 075.jpg,1152,864,insulator,72,299,996,581 | |
| 077.jpg,1152,864,defect,345,499,405,551 | |
| 077.jpg,1152,864,insulator,249,458,919,807 | |
| 0798.jpg,1152,864,insulator,191,287,993,457 | |
| 0798.jpg,1152,864,insulator,535,488,789,551 | |
| 0798.jpg,1152,864,insulator,565,90,871,139 | |
| 0799.jpg,1152,864,insulator,1,56,244,105 | |
| 0799.jpg,1152,864,insulator,179,469,822,615 | |
| 0802.jpg,1152,864,insulator,1,1,244,80 | |
| 0802.jpg,1152,864,insulator,75,419,308,485 | |
| 0802.jpg,1152,864,insulator,185,488,897,695 | |
| 0802.jpg,1152,864,insulator,198,725,416,784 | |
| 0820.jpg,1152,864,insulator,187,608,911,697 | |
| 0820.jpg,1152,864,insulator,271,181,522,209 | |
| 083.jpg,1152,864,defect,392,406,474,465 | |
| 083.jpg,1152,864,insulator,100,262,1060,532 | |
| 0868.jpg,1152,864,insulator,116,356,944,485 | |
| 0869.jpg,1152,864,insulator,188,404,963,621 | |
| 0942.jpg,1152,864,insulator,124,434,917,603 | |
| 0942.jpg,1152,864,insulator,251,148,547,209 | |
| 0943.jpg,1152,864,insulator,156,281,1032,548 | |
| 0943.jpg,1152,864,insulator,217,607,773,777 | |
| 097.jpg,1152,864,defect,207,491,271,526 | |
| 097.jpg,1152,864,insulator,135,438,941,578 | |
| 104.jpg,1152,864,defect,710,526,778,571 | |
| 104.jpg,1152,864,insulator,253,434,1016,603 | |
| 1063.jpg,1152,864,insulator,286,179,1089,424 | |
| 107.jpg,1152,864,defect,181,481,250,527 | |
| 107.jpg,1152,864,insulator,92,468,982,567 | |
| 1077.jpg,1152,864,insulator,214,288,879,518 | |
| 1077.jpg,1152,864,insulator,528,490,1001,677 | |
| 110.jpg,1152,864,defect,380,496,448,532 | |
| 110.jpg,1152,864,insulator,159,422,915,564 | |
| 1106.jpg,1152,864,insulator,123,232,422,268 | |
| 1106.jpg,1152,864,insulator,146,408,1058,514 | |
| 1127.jpg,1152,864,insulator,190,322,835,691 | |
| 1127.jpg,1152,864,insulator,323,274,565,324 | |
| 1128.jpg,1152,864,insulator,265,493,995,588 | |
| 1128.jpg,1152,864,insulator,401,2,632,38 | |
| 1142.jpg,1152,864,insulator,130,431,1052,544 | |
| 1142.jpg,1152,864,insulator,334,108,590,149 | |
| 1143.jpg,1152,864,insulator,166,323,798,462 | |
| 115.jpg,1152,864,defect,848,525,919,579 | |
| 115.jpg,1152,864,insulator,231,384,1002,586 | |
| 1181.jpg,1152,864,insulator,141,596,769,671 | |
| 1181.jpg,1152,864,insulator,160,455,415,486 | |
| 123.jpg,1152,864,defect,666,407,752,472 | |
| 123.jpg,1152,864,insulator,80,284,1096,527 | |
| 1238.jpg,1152,864,insulator,238,489,1152,614 | |
| 1247.jpg,1152,864,insulator,312,571,865,660 | |
| 1247.jpg,1152,864,insulator,688,325,923,369 | |
| 1271.jpg,1152,864,insulator,133,584,994,710 | |
| 1271.jpg,1152,864,insulator,463,459,767,510 | |
| 128.jpg,1152,864,defect,448,359,517,394 | |
| 128.jpg,1152,864,insulator,91,287,935,523 | |
| 1281.jpg,1152,864,insulator,179,403,1129,590 | |
| 1281.jpg,1152,864,insulator,460,243,723,300 | |
| 1302.jpg,1152,864,insulator,208,371,940,509 | |
| 1303.jpg,1152,864,insulator,158,524,979,645 | |
| 1303.jpg,1152,864,insulator,763,368,1052,404 | |
| 138.jpg,1152,864,defect,508,618,578,662 | |
| 138.jpg,1152,864,insulator,250,531,1010,693 | |
| 1404.jpg,1152,864,insulator,58,218,1086,504 | |
| 1414.jpg,1152,864,insulator,235,303,1042,688 | |
| 1414.jpg,1152,864,insulator,283,271,512,375 | |
| 1414.jpg,1152,864,insulator,362,549,552,648 | |
| 1415.jpg,1152,864,insulator,62,353,921,578 | |
| 1416.jpg,1152,864,insulator,123,385,920,564 | |
| 1416.jpg,1152,864,insulator,843,146,1152,214 | |
| 1433.jpg,1152,864,insulator,175,375,944,754 | |
| 1434.jpg,1152,864,insulator,286,156,516,199 | |
| 1434.jpg,1152,864,insulator,414,410,987,511 | |
| 146.jpg,1152,864,defect,619,324,685,366 | |
| 146.jpg,1152,864,insulator,226,244,1032,496 | |
| 1488.jpg,1152,864,insulator,100,381,928,524 | |
| 1488.jpg,1152,864,insulator,525,707,739,741 | |
| 1532.jpg,1152,864,insulator,153,396,887,816 | |
| 1532.jpg,1152,864,insulator,279,377,535,514 | |
| 154.jpg,1152,864,defect,280,546,345,591 | |
| 154.jpg,1152,864,insulator,195,415,988,608 | |
| 156.jpg,1152,864,defect,548,398,612,435 | |
| 156.jpg,1152,864,insulator,168,324,953,558 | |
| 1624.jpg,1152,864,insulator,189,470,946,546 | |
| 1624.jpg,1152,864,insulator,474,97,803,136 | |
| 1639.jpg,1152,864,insulator,9,456,852,563 | |
| 1683.jpg,1152,864,insulator,123,196,508,283 | |
| 1683.jpg,1152,864,insulator,181,417,904,532 | |
| 170.jpg,1152,864,defect,256,465,315,502 | |
| 170.jpg,1152,864,insulator,177,403,995,550 | |
| 176.jpg,1152,864,defect,310,447,368,502 | |
| 176.jpg,1152,864,insulator,212,400,880,782 | |
| 1784.jpg,1152,864,insulator,150,441,906,566 | |
| 1797.jpg,1152,864,insulator,155,444,814,528 | |
| 1797.jpg,1152,864,insulator,333,795,834,861 | |
| 184.jpg,1152,864,defect,323,504,394,552 | |
| 184.jpg,1152,864,insulator,255,368,1003,563 | |
| 1851.jpg,1152,864,insulator,187,488,927,600 | |
| 1851.jpg,1152,864,insulator,899,660,996,863 | |
| 189.jpg,1152,864,defect,333,512,400,559 | |
| 189.jpg,1152,864,insulator,253,374,999,571 | |
| 1989.jpg,1152,864,insulator,228,481,1020,634 | |
| 1989.jpg,1152,864,insulator,326,305,553,344 | |
| 1989.jpg,1152,864,insulator,363,693,587,740 | |
| 2039.jpg,1152,864,insulator,104,354,851,603 | |
| 204.jpg,1152,864,defect,395,425,474,482 | |
| 204.jpg,1152,864,insulator,110,317,1081,526 | |
| 2042.jpg,1152,864,insulator,192,469,981,639 | |
| 209.jpg,1152,864,defect,528,347,593,389 | |
| 209.jpg,1152,864,insulator,176,266,987,514 | |
| 2113.jpg,1152,864,insulator,260,476,1034,620 | |
| 2113.jpg,1152,864,insulator,592,212,922,277 | |
| 2113.jpg,1152,864,insulator,644,672,912,725 | |
| 212.jpg,1152,864,defect,551,390,614,430 | |
| 212.jpg,1152,864,insulator,158,310,961,551 | |
| 213.jpg,1152,864,defect,579,655,645,697 | |
| 213.jpg,1152,864,insulator,139,564,909,739 | |
| 2244.jpg,1152,864,insulator,192,364,1032,557 | |
| 2244.jpg,1152,864,insulator,444,104,789,181 | |
| 2244.jpg,1152,864,insulator,467,547,739,613 | |
| 230.jpg,1152,864,defect,450,408,535,472 | |
| 230.jpg,1152,864,insulator,152,288,1134,519 | |
| 2313.jpg,1152,864,insulator,142,437,456,570 | |
| 2313.jpg,1152,864,insulator,149,325,841,623 | |
| 2314.jpg,1152,864,insulator,29,191,950,493 | |
| 2344.jpg,1152,864,insulator,144,390,957,488 | |
| 2398.jpg,1152,864,insulator,158,447,940,594 | |
| 2398.jpg,1152,864,insulator,537,9,895,82 | |
| 2405.jpg,1152,864,insulator,173,498,1036,589 | |
| 2405.jpg,1152,864,insulator,554,291,867,345 | |
| 244.jpg,1152,864,defect,832,478,895,527 | |
| 244.jpg,1152,864,insulator,320,418,994,831 | |
| 2455.jpg,1152,864,insulator,1,201,125,238 | |
| 2455.jpg,1152,864,insulator,289,438,1018,550 | |
| 2459.jpg,1152,864,insulator,105,338,955,503 | |
| 2496.jpg,1152,864,insulator,115,169,959,753 | |
| 2639.jpg,1152,864,insulator,281,477,554,582 | |
| 2639.jpg,1152,864,insulator,447,347,800,489 | |
| 2708.jpg,1152,864,insulator,158,381,766,476 | |
| 2752.jpg,1152,864,insulator,146,453,940,619 | |
| 2752.jpg,1152,864,insulator,724,111,1005,160 | |
| 2754.jpg,1152,864,insulator,181,347,1005,480 | |
| 2855.jpg,1152,864,insulator,131,376,863,565 | |
| 2878.jpg,1152,864,insulator,219,345,1002,617 | |
| 2879.jpg,1152,864,insulator,328,154,883,581 | |
| 2990.jpg,1152,864,insulator,1,49,429,118 | |
| 2990.jpg,1152,864,insulator,79,555,432,620 | |
| 2990.jpg,1152,864,insulator,194,345,1017,452 | |
| 3075.jpg,1152,864,insulator,182,454,985,601 | |
| 3075.jpg,1152,864,insulator,947,1,1152,33 | |
| 3163.jpg,1152,864,insulator,1,230,170,271 | |
| 3163.jpg,1152,864,insulator,51,574,954,673 | |
| 3184.jpg,1152,864,insulator,181,436,884,611 | |
| 3184.jpg,1152,864,insulator,247,58,463,102 | |
| 3184.jpg,1152,864,insulator,279,421,475,469 | |
| 3326.jpg,1152,864,insulator,248,446,1097,561 | |
| 3326.jpg,1152,864,insulator,665,245,892,277 | |
| 3363.jpg,1152,864,insulator,208,394,953,556 | |
| 3363.jpg,1152,864,insulator,496,74,788,134 | |
| 3388.jpg,1152,864,insulator,182,344,887,542 | |
| 3457.jpg,1152,864,insulator,113,445,1115,546 | |
| 3457.jpg,1152,864,insulator,878,302,1152,337 | |
| 3566.jpg,1152,864,insulator,145,439,922,524 | |
| 3616.jpg,1152,864,insulator,58,331,934,505 | |