注意数据集中图片分辨率很多大小不一有的很小导致模糊,因此统计了数据集整个分辨率分布情况以便查看
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):2209
标注数量(json文件个数):2209
标注类别数:8
标注类别名称:["brick_kiln","check_dam","farm_pond","high_tension_tower","power_substation","solar_panel","wells","windmill"]
每个类别标注的框数:
brick_kiln(砖窑) count = 387
check_dam(拦沙坝/检查坝) count = 240
farm_pond(农田池塘) count = 402
high_tension_tower(高压铁塔) count = 127
power_substation(变电站) count = 242
solar_panel(太阳能电池板) count = 3171
wells(水井) count = 756
windmill(风车) count = 1013
总框数:6338
使用标注工具:labelme=5.5.0
所在github仓库:firc-dataset
图片分辨率:多分辨率图片,如256x256,640x640等
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:
分辨率分布情况:
序号 分辨率 图片数量 占比 1 128x128 213 9.64% 2 750x750 99 4.48% 3 640x640 942 42.64% 4 1200x800 262 11.86% 5 608x608 164 7.42% 6 500x500 29 1.31% 7 333x333 1 0.05% 8 333x334 1 0.05% 9 256x256 330 14.94% 10 800x800 5 0.23% 11 1469x880 1 0.05% 12 1875x1716 1 0.05% 13 448x411 1 0.05% 14 476x255 1 0.05% 15 503x536 1 0.05% 16 1673x923 1 0.05% 17 1856x1646 1 0.05% 18 1003x823 1 0.05% 19 1099x798 1 0.05% 20 930x1026 1 0.05% 21 1180x766 1 0.05% 22 945x721 1 0.05% 23 356x490 1 0.05% 24 1075x1399 1 0.05% 25 380x260 1 0.05% 26 1255x854 1 0.05% 27 1459x791 1 0.05% 28 613x428 1 0.05% 29 1099x760 1 0.05% 30 1433x1646 1 0.05% 31 3388x3263 1 0.05% 32 2481x1729 3 0.14% 33 1231x1096 1 0.05% 34 6245x5450 1 0.05% 35 3856x2331 1 0.05% 36 1104x940 1 0.05% 37 1151x2044 1 0.05% 38 1534x1719 1 0.05% 39 2979x2363 1 0.05% 40 1575x1438 1 0.05% 41 740x820 1 0.05% 42 2120x1464 1 0.05% 43 1985x2320 1 0.05% 44 860x841 1 0.05% 45 760x687 1 0.05% 46 611x705 1 0.05% 47 779x704 1 0.05% 48 584x607 1 0.05% 49 530x638 1 0.05% 50 693x613 1 0.05% 51 584x681 1 0.05% 52 763x597 1 0.05% 53 1680x1258 1 0.05% 54 626x471 1 0.05% 55 590x427 1 0.05% 56 472x446 1 0.05% 57 1431x615 1 0.05% 58 473x426 1 0.05% 59 750x477 1 0.05% 60 625x495 1 0.05% 61 1739x584 1 0.05% 62 1389x710 1 0.05% 63 1174x728 1 0.05% 64 7445x5188 1 0.05% 65 727x424 1 0.05% 66 716x534 1 0.05% 67 542x415 1 0.05% 68 1192x687 1 0.05% 69 513x374 1 0.05% 70 728x612 1 0.05% 71 845x687 1 0.05% 72 3078x1974 1 0.05% 73 6078x3292 1 0.05% 74 6089x2953 1 0.05% 75 3010x2984 1 0.05% 76 2161x1042 1 0.05% 77 5516x3292 1 0.05% 78 4589x3292 1 0.05% 79 1495x1291 1 0.05% 80 1211x935 1 0.05% 81 1658x969 1 0.05% 82 1723x860 1 0.05% 83 1925x1031 1 0.05% 84 1579x954 1 0.05% 85 1525x1058 1 0.05% 86 731x731 6 0.27% 87 1423x806 1 0.05% 88 1702x1129 1 0.05% 89 1781x1094 1 0.05% 90 1378x717 1 0.05% 91 1162x682 1 0.05% 92 696x397 1 0.05% 93 1342x746 1 0.05% 94 660x1144 1 0.05% 95 1450x702 1 0.05% 96 1656x773 1 0.05% 97 1063x1050 3 0.14% 98 1375x1081 1 0.05% 99 1040x583 1 0.05% 100 2050x1254 1 0.05% 101 1796x1038 1 0.05% 102 1538x742 1 0.05% 103 2319x885 1 0.05% 104 5794x4275 1 0.05% 105 10604x5802 1 0.05% 106 1898x1052 1 0.05% 107 1881x1142 1 0.05% 108 1419x1419 10 0.45% 109 1063x1063 4 0.18% 110 1216x1216 7 0.32% 111 1258x1258 8 0.36% 112 1291x1290 4 0.18% 113 1291x1291 4 0.18% 114 6484x3091 1 0.05% 115 4850x2629 1 0.05% 116 4396x2788 1 0.05% 117 5625x3525 1 0.05% 118 5921x4171 1 0.05% 119 6863x4313 1 0.05% 120 2021x1238 1 0.05% 121 722x410 1 0.05% 122 563x396 1 0.05% 123 705x423 1 0.05% 124 2634x2479 1 0.05% 125 922x497 1 0.05% 126 2888x2479 1 0.05% 127 826x500 1 0.05% 128 3334x2479 1 0.05% 129 935x471 1 0.05% 130 4109x2479 1 0.05% 131 4316x2479 1 0.05% 132 5316x3304 1 0.05% 133 5400x3946 1 0.05% 总计 133 2209 - HTML 2202 字数 134 段落