waste-detection / results.csv
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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
1,1132.78,1.36983,4.05408,1.25225,0.18801,0.14377,0.05808,0.03861,1.26432,3.92729,1.19422,0.00015109,0.00015109,0.00015109
2,2246.31,1.35979,3.32117,1.24342,0.22782,0.203,0.08358,0.0555,1.30567,3.90173,1.24236,0.000296762,0.000296762,0.000296762
3,3366.49,1.37347,3.13284,1.23783,0.19599,0.18275,0.07984,0.04985,1.34065,3.70225,1.22444,0.000436428,0.000436428,0.000436428
4,4470.29,1.35288,2.92477,1.2301,0.23127,0.18933,0.11053,0.0757,1.28482,3.15821,1.19403,0.000427973,0.000427973,0.000427973
5,5582.6,1.34069,2.76554,1.22428,0.22184,0.22475,0.12039,0.08101,1.30204,3.07504,1.20468,0.000418964,0.000418964,0.000418964
6,6700.78,1.3102,2.59568,1.20595,0.26164,0.22008,0.14106,0.09894,1.22986,2.9162,1.1784,0.000409955,0.000409955,0.000409955
7,7798.98,1.30236,2.4807,1.1995,0.27463,0.21192,0.14289,0.10043,1.25124,2.71362,1.18158,0.000400946,0.000400946,0.000400946
8,8903.75,1.28704,2.36782,1.18885,0.29775,0.23299,0.16945,0.11828,1.22226,2.64328,1.15848,0.000391937,0.000391937,0.000391937
9,10050.7,1.26588,2.27032,1.17776,0.27951,0.24933,0.17164,0.12197,1.20191,2.60987,1.15264,0.000382928,0.000382928,0.000382928
10,11227.9,1.25925,2.22506,1.16896,0.2938,0.24446,0.16939,0.11741,1.23915,2.64235,1.1641,0.000373919,0.000373919,0.000373919
11,12333,1.23063,2.10647,1.15678,0.31578,0.2534,0.188,0.1317,1.1966,2.5377,1.15203,0.00036491,0.00036491,0.00036491
12,13440.9,1.21186,2.03692,1.15047,0.30655,0.25073,0.1927,0.13851,1.19938,2.48558,1.16484,0.000355901,0.000355901,0.000355901
13,14561.7,1.20561,1.95385,1.13816,0.37013,0.23392,0.20263,0.14805,1.19612,2.46766,1.14709,0.000346892,0.000346892,0.000346892
14,15659.6,1.18529,1.89614,1.13433,0.35278,0.26209,0.20126,0.14312,1.22175,2.45996,1.16352,0.000337883,0.000337883,0.000337883
15,16772.5,1.18643,1.82782,1.12655,0.38363,0.25076,0.20745,0.14565,1.2119,2.43855,1.15642,0.000328874,0.000328874,0.000328874
16,17913.1,1.18881,1.80645,1.13184,0.35553,0.27742,0.22562,0.1621,1.19594,2.38677,1.15074,0.000319865,0.000319865,0.000319865
17,19068.4,1.15324,1.69837,1.11523,0.37424,0.25782,0.22296,0.1591,1.2084,2.34774,1.1555,0.000310856,0.000310856,0.000310856
18,20208.8,1.15162,1.6858,1.11645,0.40492,0.26717,0.23645,0.17303,1.17392,2.2829,1.14276,0.000301847,0.000301847,0.000301847
19,21421.2,1.1349,1.60516,1.10649,0.4221,0.28164,0.24958,0.18308,1.17754,2.27072,1.13671,0.000292838,0.000292838,0.000292838
20,22576.4,1.13062,1.5741,1.1,0.41364,0.27527,0.24395,0.17651,1.19793,2.28727,1.14491,0.000283829,0.000283829,0.000283829
21,23702.2,1.11984,1.52174,1.09285,0.43537,0.27344,0.25381,0.18427,1.17877,2.29329,1.13502,0.00027482,0.00027482,0.00027482
22,24861.2,1.11188,1.46832,1.09042,0.33568,0.2883,0.2564,0.18517,1.19141,2.27703,1.13607,0.000265811,0.000265811,0.000265811
23,25983.5,1.09025,1.42852,1.08447,0.3947,0.28813,0.25938,0.18962,1.16293,2.27873,1.1266,0.000256802,0.000256802,0.000256802
24,27103.9,1.09294,1.40764,1.08112,0.3895,0.3022,0.28531,0.2135,1.18217,2.22749,1.13974,0.000247793,0.000247793,0.000247793
25,28245.4,1.09249,1.36189,1.07716,0.47614,0.28225,0.28334,0.2088,1.16711,2.20296,1.12975,0.000238784,0.000238784,0.000238784
26,29367.6,1.08074,1.32157,1.07012,0.43957,0.29614,0.28363,0.21037,1.14552,2.2121,1.12114,0.000229775,0.000229775,0.000229775
27,30492.3,1.06413,1.28775,1.06519,0.4446,0.29748,0.28347,0.20945,1.14645,2.20152,1.13051,0.000220766,0.000220766,0.000220766
28,31646.9,1.06775,1.2771,1.06969,0.50422,0.2907,0.30479,0.22791,1.14376,2.11653,1.1165,0.000211757,0.000211757,0.000211757
29,32749.4,1.06338,1.23435,1.05948,0.47779,0.2969,0.30212,0.22495,1.14831,2.1729,1.11887,0.000202748,0.000202748,0.000202748
30,33851.3,1.04903,1.20369,1.05434,0.47108,0.2962,0.30393,0.22784,1.14374,2.1466,1.11261,0.000193739,0.000193739,0.000193739
31,34944.6,1.03561,1.17804,1.05599,0.47504,0.31161,0.31303,0.23862,1.11799,2.13373,1.10646,0.00018473,0.00018473,0.00018473
32,36066.5,1.04681,1.16902,1.04844,0.46954,0.30417,0.30628,0.22811,1.15138,2.1771,1.11531,0.000175721,0.000175721,0.000175721
33,37171.1,1.02928,1.14071,1.04287,0.47837,0.33238,0.32388,0.24412,1.12032,2.1156,1.10761,0.000166712,0.000166712,0.000166712
34,38254.7,1.01355,1.09604,1.03884,0.47472,0.31271,0.32039,0.24307,1.11414,2.13559,1.10823,0.000157703,0.000157703,0.000157703
35,39386.4,1.02946,1.10841,1.0442,0.48225,0.31935,0.32766,0.24676,1.12615,2.10556,1.10514,0.000148694,0.000148694,0.000148694
36,40457.5,1.00189,1.06343,1.03088,0.49781,0.31528,0.3224,0.24051,1.12528,2.10245,1.10349,0.000139685,0.000139685,0.000139685
37,41524.7,1.00324,1.05843,1.02719,0.53456,0.30894,0.32605,0.24465,1.12271,2.10614,1.10809,0.000130676,0.000130676,0.000130676
38,42602.6,0.99729,1.0257,1.02845,0.52093,0.32517,0.33379,0.2514,1.12426,2.1055,1.10665,0.000121667,0.000121667,0.000121667
39,43670.6,0.98814,1.01967,1.02086,0.50173,0.32434,0.33582,0.25325,1.1209,2.07848,1.10077,0.000112658,0.000112658,0.000112658
40,44738.6,0.98192,1.00022,1.02367,0.51694,0.31997,0.33721,0.25091,1.12606,2.09066,1.10336,0.000103649,0.000103649,0.000103649
41,45801.5,0.94204,0.92745,0.98311,0.5347,0.31827,0.3356,0.25133,1.12119,2.12007,1.11009,9.464e-05,9.464e-05,9.464e-05
42,46870.7,0.91868,0.86093,0.97277,0.47605,0.34443,0.33589,0.25294,1.11516,2.10977,1.095,8.5631e-05,8.5631e-05,8.5631e-05
43,47931.4,0.90886,0.83944,0.97166,0.50602,0.33557,0.34286,0.2596,1.11198,2.06794,1.09641,7.6622e-05,7.6622e-05,7.6622e-05
44,48991.1,0.89786,0.81712,0.96519,0.53196,0.33213,0.34696,0.26283,1.11505,2.09093,1.10268,6.7613e-05,6.7613e-05,6.7613e-05
45,50088.6,0.89363,0.80079,0.95951,0.54179,0.33086,0.34745,0.26356,1.11063,2.07648,1.09844,5.8604e-05,5.8604e-05,5.8604e-05
46,51151.3,0.89325,0.78384,0.95818,0.57805,0.33256,0.35298,0.2691,1.10846,2.0737,1.09786,4.9595e-05,4.9595e-05,4.9595e-05
47,52215.9,0.88244,0.76912,0.9558,0.58708,0.32883,0.35466,0.2697,1.1007,2.07574,1.09207,4.0586e-05,4.0586e-05,4.0586e-05
48,53285.9,0.88055,0.76736,0.94991,0.6259,0.31316,0.35422,0.26796,1.1045,2.08002,1.09409,3.1577e-05,3.1577e-05,3.1577e-05
49,54390.7,0.86702,0.7511,0.94941,0.59152,0.32076,0.3532,0.26706,1.1051,2.08026,1.09174,2.2568e-05,2.2568e-05,2.2568e-05
50,55458.4,0.87135,0.74557,0.94815,0.59777,0.32356,0.3551,0.26901,1.10042,2.07546,1.09134,1.3559e-05,1.3559e-05,1.3559e-05