- 在 train/labels 和 valid/labels目录下添加了多个标签文件 - 标签文件包含物体检测的坐标信息 - 此次添加的标签主要用于绝缘子检测任务
6.0 KiB
6.0 KiB
1 | epoch | time | train/box_loss | train/cls_loss | train/dfl_loss | metrics/precision(B) | metrics/recall(B) | metrics/mAP50(B) | metrics/mAP50-95(B) | val/box_loss | val/cls_loss | val/dfl_loss | lr/pg0 | lr/pg1 | lr/pg2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | 1 | 7.58248 | 3.86718 | 4.03491 | 4.2951 | 0.00227 | 0.375 | 0.00974 | 0.00578 | 3.8812 | 3.99622 | 4.15869 | 0.00056 | 0.00056 | 0.00056 |
3 | 2 | 13.9887 | 3.849 | 3.95573 | 4.21698 | 0.00233 | 0.375 | 0.00552 | 0.00287 | 3.88792 | 3.95583 | 4.14719 | 0.00111743 | 0.00111743 | 0.00111743 |
4 | 3 | 20.1963 | 3.82315 | 3.89682 | 4.14241 | 0.00226 | 0.375 | 0.00465 | 0.00231 | 3.86413 | 3.98223 | 4.1467 | 0.00165189 | 0.00165189 | 0.00165189 |
5 | 4 | 25.9975 | 3.88628 | 3.91017 | 4.09585 | 0.00232 | 0.375 | 0.00581 | 0.00241 | 3.7991 | 4.02746 | 4.15074 | 0.0018812 | 0.0018812 | 0.0018812 |
6 | 5 | 32.3808 | 3.81224 | 3.74397 | 4.02627 | 0.00229 | 0.375 | 0.00965 | 0.00302 | 3.85 | 3.98862 | 4.04111 | 0.0018416 | 0.0018416 | 0.0018416 |
7 | 6 | 38.5823 | 3.84657 | 3.71527 | 3.91758 | 0.00216 | 0.375 | 0.03558 | 0.01089 | 3.65209 | 3.81254 | 4.01897 | 0.001802 | 0.001802 | 0.001802 |
8 | 7 | 44.5661 | 3.45534 | 3.61028 | 3.87833 | 0.00286 | 0.5 | 0.00559 | 0.00187 | 3.49262 | 3.74319 | 3.79219 | 0.0017624 | 0.0017624 | 0.0017624 |
9 | 8 | 50.5986 | 3.41512 | 3.64168 | 3.66016 | 0.00286 | 0.5 | 0.0053 | 0.00159 | 3.51966 | 3.93021 | 4.9429 | 0.0017228 | 0.0017228 | 0.0017228 |
10 | 9 | 56.7493 | 3.43039 | 3.5065 | 3.56448 | 0.00357 | 0.625 | 0.00426 | 0.00128 | 3.47188 | 3.97152 | 3.90089 | 0.0016832 | 0.0016832 | 0.0016832 |
11 | 10 | 62.8087 | 3.2681 | 3.48006 | 3.49726 | 0.00214 | 0.375 | 0.00217 | 0.00069 | 3.29854 | 4.34628 | 3.6408 | 0.0016436 | 0.0016436 | 0.0016436 |
12 | 11 | 68.9646 | 3.24858 | 3.47816 | 3.42633 | 0.03068 | 0.04167 | 0.00647 | 0.00131 | 3.21512 | 4.40411 | 3.71788 | 0.001604 | 0.001604 | 0.001604 |
13 | 12 | 75.1987 | 3.0272 | 3.49522 | 3.34452 | 0.00357 | 0.625 | 0.00563 | 0.00107 | 3.15748 | 4.16911 | 3.89962 | 0.0015644 | 0.0015644 | 0.0015644 |
14 | 13 | 81.6663 | 3.10525 | 3.44024 | 3.30269 | 0.00405 | 0.70833 | 0.00558 | 0.00151 | 3.03737 | 4.12775 | 3.68458 | 0.0015248 | 0.0015248 | 0.0015248 |
15 | 14 | 88.0817 | 3.05656 | 3.33744 | 3.22003 | 0.09945 | 0.04167 | 0.0116 | 0.00189 | 3.10771 | 4.80671 | 3.51149 | 0.0014852 | 0.0014852 | 0.0014852 |
16 | 15 | 94.3324 | 3.08564 | 3.37526 | 3.1946 | 0.02845 | 0.04167 | 0.00762 | 0.00147 | 3.13182 | 4.63245 | 3.47293 | 0.0014456 | 0.0014456 | 0.0014456 |
17 | 16 | 100.402 | 2.96126 | 3.17122 | 3.04857 | 0.00378 | 0.08333 | 0.00537 | 0.00125 | 3.04 | 4.223 | 3.31258 | 0.001406 | 0.001406 | 0.001406 |
18 | 17 | 106.273 | 2.93419 | 3.26308 | 3.06405 | 0.00381 | 0.625 | 0.00477 | 0.00135 | 2.94965 | 4.15937 | 3.24958 | 0.0013664 | 0.0013664 | 0.0013664 |
19 | 18 | 112.262 | 2.86612 | 3.28121 | 3.03611 | 0.00361 | 0.625 | 0.00526 | 0.00138 | 2.90519 | 4.03629 | 3.18737 | 0.0013268 | 0.0013268 | 0.0013268 |
20 | 19 | 118.347 | 2.96207 | 3.11173 | 2.92585 | 0.00381 | 0.66667 | 0.00704 | 0.00183 | 2.94075 | 3.83422 | 3.18178 | 0.0012872 | 0.0012872 | 0.0012872 |
21 | 20 | 124.434 | 2.92356 | 3.08375 | 2.88589 | 0.00429 | 0.75 | 0.0088 | 0.00221 | 2.93886 | 3.85541 | 3.18366 | 0.0012476 | 0.0012476 | 0.0012476 |
22 | 21 | 130.742 | 2.79487 | 3.20655 | 2.96298 | 0.00333 | 0.58333 | 0.0065 | 0.00201 | 2.96157 | 3.91003 | 3.18291 | 0.001208 | 0.001208 | 0.001208 |
23 | 22 | 136.633 | 2.82011 | 3.11523 | 2.92622 | 0.00874 | 0.41667 | 0.00706 | 0.00223 | 3.00108 | 3.7678 | 3.24255 | 0.0011684 | 0.0011684 | 0.0011684 |
24 | 23 | 142.815 | 2.83503 | 3.09436 | 2.86661 | 0.00429 | 0.75 | 0.00905 | 0.00263 | 2.97787 | 3.4654 | 3.2307 | 0.0011288 | 0.0011288 | 0.0011288 |
25 | 24 | 148.965 | 2.91659 | 3.10609 | 2.87657 | 0.00381 | 0.66667 | 0.01044 | 0.00277 | 3.02385 | 3.5523 | 3.12061 | 0.0010892 | 0.0010892 | 0.0010892 |
26 | 25 | 154.925 | 2.7855 | 3.12779 | 2.8576 | 0.00939 | 0.54167 | 0.01572 | 0.00384 | 3.03516 | 3.65973 | 3.08936 | 0.0010496 | 0.0010496 | 0.0010496 |
27 | 26 | 160.715 | 2.82788 | 3.13899 | 2.87672 | 0.01879 | 0.25 | 0.01416 | 0.00363 | 2.99057 | 3.79445 | 3.03352 | 0.00101 | 0.00101 | 0.00101 |
28 | 27 | 166.542 | 2.80575 | 3.04321 | 2.83544 | 0.00462 | 0.79167 | 0.01905 | 0.00477 | 2.94286 | 3.44584 | 3.04008 | 0.0009704 | 0.0009704 | 0.0009704 |
29 | 28 | 172.497 | 2.81548 | 3.01366 | 2.79826 | 0.019 | 0.54167 | 0.0164 | 0.00394 | 2.93703 | 3.58425 | 3.01829 | 0.0009308 | 0.0009308 | 0.0009308 |
30 | 29 | 178.371 | 2.84591 | 3.10678 | 2.7572 | 0.00633 | 0.75 | 0.01348 | 0.00352 | 3.0056 | 3.57983 | 3.02221 | 0.0008912 | 0.0008912 | 0.0008912 |
31 | 30 | 184.207 | 2.8423 | 3.07794 | 2.87758 | 0.01975 | 0.08333 | 0.01592 | 0.0049 | 2.99829 | 3.54598 | 3.00152 | 0.0008516 | 0.0008516 | 0.0008516 |
32 | 31 | 189.95 | 2.68857 | 3.00799 | 2.77236 | 0.04058 | 0.0602 | 0.01862 | 0.0061 | 2.99313 | 3.54737 | 2.98195 | 0.000812 | 0.000812 | 0.000812 |
33 | 32 | 195.691 | 2.69466 | 2.98715 | 2.769 | 0.07122 | 0.04167 | 0.03248 | 0.01245 | 3.03598 | 3.63531 | 2.97361 | 0.0007724 | 0.0007724 | 0.0007724 |
34 | 33 | 201.99 | 2.69134 | 2.85102 | 2.6358 | 0.0602 | 0.04167 | 0.01602 | 0.00576 | 3.04381 | 3.67514 | 3.01228 | 0.0007328 | 0.0007328 | 0.0007328 |
35 | 34 | 208.323 | 2.78069 | 2.88744 | 2.72012 | 0.07983 | 0.08333 | 0.03027 | 0.00669 | 3.01735 | 3.70257 | 3.00679 | 0.0006932 | 0.0006932 | 0.0006932 |
36 | 35 | 214.875 | 2.79637 | 2.94962 | 2.78716 | 0.06493 | 0.08333 | 0.02726 | 0.0067 | 2.9504 | 3.4496 | 2.98057 | 0.0006536 | 0.0006536 | 0.0006536 |
37 | 36 | 221.286 | 2.75393 | 2.97841 | 2.71883 | 0.04742 | 0.08333 | 0.02458 | 0.00715 | 2.92524 | 3.3971 | 2.98439 | 0.000614 | 0.000614 | 0.000614 |
38 | 37 | 227.757 | 2.75194 | 2.98667 | 2.72664 | 0.13687 | 0.04167 | 0.06811 | 0.02311 | 2.902 | 3.3592 | 2.96795 | 0.0005744 | 0.0005744 | 0.0005744 |
39 | 38 | 233.858 | 2.69401 | 2.92402 | 2.68427 | 0.13445 | 0.08333 | 0.04445 | 0.0109 | 2.87136 | 3.30877 | 2.99419 | 0.0005348 | 0.0005348 | 0.0005348 |
40 | 39 | 239.989 | 2.68986 | 2.95112 | 2.68211 | 0.15856 | 0.08333 | 0.04748 | 0.01168 | 2.90474 | 3.32216 | 2.99818 | 0.0004952 | 0.0004952 | 0.0004952 |
41 | 40 | 246.189 | 2.6644 | 2.87815 | 2.72102 | 0.06495 | 0.08333 | 0.03027 | 0.00752 | 2.96901 | 3.38199 | 2.9842 | 0.0004556 | 0.0004556 | 0.0004556 |
42 | 41 | 252.163 | 2.56502 | 3.09199 | 2.58815 | 0.06074 | 0.09994 | 0.0333 | 0.00712 | 2.98147 | 3.5289 | 2.97084 | 0.000416 | 0.000416 | 0.000416 |
43 | 42 | 258.167 | 2.56732 | 3.11408 | 2.70098 | 0.41082 | 0.04167 | 0.06154 | 0.01104 | 2.99519 | 3.58982 | 2.98807 | 0.0003764 | 0.0003764 | 0.0003764 |
44 | 43 | 264.166 | 2.54064 | 3.06575 | 2.61591 | 0.45473 | 0.04167 | 0.0654 | 0.01038 | 2.96907 | 3.49957 | 2.98158 | 0.0003368 | 0.0003368 | 0.0003368 |
45 | 44 | 270.192 | 2.50966 | 2.99116 | 2.54798 | 0.73561 | 0.04167 | 0.06495 | 0.00989 | 2.98304 | 3.46385 | 2.98988 | 0.0002972 | 0.0002972 | 0.0002972 |
46 | 45 | 276.191 | 2.58969 | 3.13199 | 2.71361 | 0.77585 | 0.04167 | 0.06961 | 0.01214 | 2.97349 | 3.36213 | 2.98217 | 0.0002576 | 0.0002576 | 0.0002576 |
47 | 46 | 282.359 | 2.48391 | 2.97711 | 2.63014 | 0.1787 | 0.08333 | 0.07374 | 0.01277 | 2.96075 | 3.34562 | 2.96329 | 0.000218 | 0.000218 | 0.000218 |
48 | 47 | 288.265 | 2.48827 | 2.99982 | 2.60596 | 0.09865 | 0.08333 | 0.07892 | 0.01395 | 2.95352 | 3.33109 | 2.96578 | 0.0001784 | 0.0001784 | 0.0001784 |
49 | 48 | 294.331 | 2.46829 | 3.06381 | 2.60389 | 0.07403 | 0.08333 | 0.07883 | 0.01353 | 2.93099 | 3.30325 | 2.92394 | 0.0001388 | 0.0001388 | 0.0001388 |
50 | 49 | 300.34 | 2.4932 | 3.02598 | 2.58753 | 0.26274 | 0.08333 | 0.06295 | 0.01324 | 2.92988 | 3.25111 | 2.94379 | 9.92e-05 | 9.92e-05 | 9.92e-05 |
51 | 50 | 306.464 | 2.50308 | 3.09065 | 2.66328 | 0.3687 | 0.08333 | 0.08813 | 0.01945 | 2.91605 | 3.20766 | 2.95926 | 5.96e-05 | 5.96e-05 | 5.96e-05 |