ds_task_recycling_project_bolade/datasets/runs/detect/train4/results.csv

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
1,5.77103,2.39502,3.74233,2.28906,0.01111,0.83333,0.01388,0.00519,1.8298,3.20789,1.89118,0,0,0
2,11.2977,2.55022,3.75033,2.33099,0.01167,0.875,0.01903,0.00579,1.73516,3.21125,1.83719,1.9604e-05,1.9604e-05,1.9604e-05
3,20.2221,2.38719,3.79239,2.28421,0.01167,0.875,0.01923,0.00684,1.62975,3.19063,1.76571,3.8416e-05,3.8416e-05,3.8416e-05
4,27.4798,2.09943,3.48603,2.07603,0.01222,0.91667,0.02303,0.00844,1.57125,3.15184,1.69627,5.6436e-05,5.6436e-05,5.6436e-05
5,34.249,2.12103,3.59398,2.07602,0.01278,0.95833,0.02936,0.01108,1.42444,3.1487,1.60115,7.3664e-05,7.3664e-05,7.3664e-05
6,41.5492,1.95239,3.41935,1.81496,0.01278,0.95833,0.04007,0.01562,1.38235,3.06553,1.50544,9.01e-05,9.01e-05,9.01e-05
7,48.3184,1.67583,3.28295,1.73853,0.01333,1,0.05015,0.02544,1.30467,3.02673,1.44765,0.000105744,0.000105744,0.000105744
8,55.5926,1.62765,3.02834,1.56366,0.01333,1,0.10045,0.04397,1.26542,2.94541,1.40131,0.000120596,0.000120596,0.000120596
9,62.7108,1.81498,3.01087,1.61769,0.01333,1,0.17666,0.07956,1.2281,2.94119,1.38457,0.000134656,0.000134656,0.000134656
10,69.6239,1.55792,2.75754,1.52268,0.01333,1,0.21511,0.11338,1.29935,2.89992,1.3765,0.000147924,0.000147924,0.000147924
11,76.6196,1.51641,2.49421,1.47669,0.01333,1,0.26881,0.13278,1.27645,2.85958,1.32994,0.0001604,0.0001604,0.0001604
12,83.1946,1.51184,2.30713,1.41096,0.01333,1,0.31061,0.1674,1.25121,2.8077,1.28717,0.000172084,0.000172084,0.000172084
13,90.515,1.51602,2.00888,1.40129,0.01333,1,0.4757,0.24692,1.2561,2.66198,1.25275,0.000182976,0.000182976,0.000182976
14,98.1615,1.37113,1.66197,1.25801,0.01333,1,0.41803,0.22915,1.33355,2.60968,1.30747,0.000193076,0.000193076,0.000193076
15,104.684,1.45391,1.59786,1.37029,0.03362,0.875,0.40816,0.21489,1.36121,2.51034,1.30125,0.000202384,0.000202384,0.000202384
16,111.213,1.39235,1.5949,1.29785,0.33903,0.5,0.4044,0.23843,1.30273,2.48562,1.29281,0.0002109,0.0002109,0.0002109
17,118.594,1.31418,1.49078,1.21216,0.38404,0.375,0.40322,0.23121,1.30583,2.48418,1.32533,0.000218624,0.000218624,0.000218624
18,126.405,1.5303,1.67169,1.35183,0.38404,0.375,0.40322,0.23121,1.30583,2.48418,1.32533,0.000225556,0.000225556,0.000225556
19,133.907,1.39993,1.74236,1.39831,0.0363,0.83333,0.50162,0.2658,1.29758,2.55769,1.43345,0.000231696,0.000231696,0.000231696
20,141.029,1.39252,1.54489,1.34648,0.0363,0.83333,0.50162,0.2658,1.29758,2.55769,1.43345,0.000237044,0.000237044,0.000237044
21,147.427,1.30629,1.43423,1.31285,0.01333,1,0.41838,0.21308,1.26632,2.73525,1.48731,0.0002416,0.0002416,0.0002416
22,154.374,1.38586,1.38663,1.28934,0.01333,1,0.41838,0.21308,1.26632,2.73525,1.48731,0.000245364,0.000245364,0.000245364
23,160.791,1.46137,1.52123,1.29602,0.01333,1,0.33787,0.17736,1.27755,2.86772,1.51195,0.000248336,0.000248336,0.000248336
24,167.375,1.40314,1.38524,1.25211,0.01333,1,0.33787,0.17736,1.27755,2.86772,1.51195,0.000250516,0.000250516,0.000250516
25,173.764,1.52506,1.46222,1.28968,0.01333,1,0.26607,0.17632,1.26241,2.92442,1.52792,0.000251904,0.000251904,0.000251904
26,181.025,1.33243,1.39899,1.15744,0.01333,1,0.26607,0.17632,1.26241,2.92442,1.52792,0.0002525,0.0002525,0.0002525
27,187.713,1.2929,1.33615,1.17835,0.01333,1,0.36076,0.23671,1.21156,2.89447,1.50917,0.000252304,0.000252304,0.000252304
28,193.907,1.38689,1.49024,1.3356,0.01333,1,0.36076,0.23671,1.21156,2.89447,1.50917,0.000251316,0.000251316,0.000251316
29,200.496,1.37361,1.46786,1.18527,0.01333,1,0.39021,0.23898,1.23804,2.90968,1.55469,0.000249536,0.000249536,0.000249536
30,208.513,1.27135,1.33555,1.16232,0.01333,1,0.39021,0.23898,1.23804,2.90968,1.55469,0.000246964,0.000246964,0.000246964
31,215.615,1.29587,1.38724,1.15838,0.01333,1,0.2754,0.18092,1.34405,2.90785,1.58436,0.0002436,0.0002436,0.0002436
32,223.531,1.2612,1.30351,1.13205,0.01333,1,0.2754,0.18092,1.34405,2.90785,1.58436,0.000239444,0.000239444,0.000239444
33,230.452,1.31623,1.30861,1.13295,0.01278,0.95833,0.32768,0.17477,1.41444,2.90286,1.59092,0.000234496,0.000234496,0.000234496
34,238.213,1.28537,1.25581,1.22603,0.01278,0.95833,0.32768,0.17477,1.41444,2.90286,1.59092,0.000228756,0.000228756,0.000228756
35,244.394,1.27605,1.22113,1.18731,0.01278,0.95833,0.30914,0.15393,1.44597,2.95759,1.62449,0.000222224,0.000222224,0.000222224
36,250.874,1.14524,1.16995,1.09065,0.01278,0.95833,0.30914,0.15393,1.44597,2.95759,1.62449,0.0002149,0.0002149,0.0002149
37,257.244,1.13138,1.10565,1.16992,0.01333,1,0.31294,0.14219,1.42966,2.99147,1.65039,0.000206784,0.000206784,0.000206784
38,263.772,1.18014,1.23762,1.17946,0.01333,1,0.31294,0.14219,1.42966,2.99147,1.65039,0.000197876,0.000197876,0.000197876
39,271.22,1.15402,1.25401,1.1634,0.01278,0.95833,0.29555,0.15313,1.38078,2.9779,1.64063,0.000188176,0.000188176,0.000188176
40,278.293,1.14982,1.1206,1.17784,0.01278,0.95833,0.29555,0.15313,1.38078,2.9779,1.64063,0.000177684,0.000177684,0.000177684
41,285.814,1.11075,1.43055,1.11889,0.01333,1,0.30395,0.17321,1.3201,2.86638,1.56272,0.0001664,0.0001664,0.0001664
42,292.792,1.01372,1.31437,1.10605,0.01333,1,0.30395,0.17321,1.3201,2.86638,1.56272,0.000154324,0.000154324,0.000154324
43,299.236,1.04451,1.35932,1.13138,1,0.36287,0.48233,0.25656,1.25244,2.78164,1.51545,0.000141456,0.000141456,0.000141456
44,306.258,1.01778,1.20135,1.09701,1,0.36287,0.48233,0.25656,1.25244,2.78164,1.51545,0.000127796,0.000127796,0.000127796
45,312.829,0.98534,1.24686,1.10526,1,0.22952,0.49823,0.28839,1.20318,2.69778,1.47186,0.000113344,0.000113344,0.000113344
46,319.193,1.09942,1.26626,1.06372,1,0.22952,0.49823,0.28839,1.20318,2.69778,1.47186,9.81e-05,9.81e-05,9.81e-05
47,326.22,1.01347,1.19968,1.07937,1,0.16199,0.55856,0.31857,1.15047,2.61299,1.42365,8.2064e-05,8.2064e-05,8.2064e-05
48,332.77,1.02152,1.2012,1.07213,1,0.16199,0.55856,0.31857,1.15047,2.61299,1.42365,6.5236e-05,6.5236e-05,6.5236e-05
49,339.411,0.92922,1.16594,1.03896,1,0.16688,0.65621,0.38721,1.1464,2.54556,1.38359,4.7616e-05,4.7616e-05,4.7616e-05
50,345.931,0.97048,1.14546,1.05849,1,0.16688,0.65621,0.38721,1.1464,2.54556,1.38359,2.9204e-05,2.9204e-05,2.9204e-05