Isolators-Detection/runs/detect/cable_detection35/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
1,5.06854,3.86718,4.03491,4.2951,0.00227,0.375,0.00974,0.00578,3.8812,3.99622,4.15869,0.00056,0.00056,0.00056
2,9.18218,3.849,3.95573,4.21698,0.00233,0.375,0.00552,0.00287,3.88792,3.95583,4.14719,0.00111743,0.00111743,0.00111743
3,13.0289,3.82315,3.89682,4.14241,0.00226,0.375,0.00465,0.00231,3.86413,3.98223,4.1467,0.00165189,0.00165189,0.00165189
4,16.7805,3.88628,3.91017,4.09585,0.00232,0.375,0.00581,0.00241,3.7991,4.02746,4.15074,0.0018812,0.0018812,0.0018812
5,20.6258,3.81224,3.74397,4.02627,0.00229,0.375,0.00965,0.00302,3.85,3.98862,4.04111,0.0018416,0.0018416,0.0018416
6,24.4027,3.84657,3.71527,3.91758,0.00216,0.375,0.03558,0.01089,3.65209,3.81254,4.01897,0.001802,0.001802,0.001802
7,28.2363,3.45534,3.61028,3.87833,0.00286,0.5,0.00559,0.00187,3.49262,3.74319,3.79219,0.0017624,0.0017624,0.0017624
8,32.0114,3.41512,3.64168,3.66016,0.00286,0.5,0.0053,0.00159,3.51966,3.93021,4.9429,0.0017228,0.0017228,0.0017228
9,35.7886,3.43039,3.5065,3.56448,0.00357,0.625,0.00426,0.00128,3.47188,3.97152,3.90089,0.0016832,0.0016832,0.0016832
10,40.4767,3.2681,3.48006,3.49726,0.00214,0.375,0.00217,0.00069,3.29854,4.34628,3.6408,0.0016436,0.0016436,0.0016436
11,45.4561,3.24858,3.47816,3.42633,0.03068,0.04167,0.00647,0.00131,3.21512,4.40411,3.71788,0.001604,0.001604,0.001604
12,50.1595,3.0272,3.49522,3.34452,0.00357,0.625,0.00563,0.00107,3.15748,4.16911,3.89962,0.0015644,0.0015644,0.0015644
13,54.6726,3.10525,3.44024,3.30269,0.00405,0.70833,0.00558,0.00151,3.03737,4.12775,3.68458,0.0015248,0.0015248,0.0015248
14,59.6041,3.05656,3.33744,3.22003,0.09945,0.04167,0.0116,0.00189,3.10771,4.80671,3.51149,0.0014852,0.0014852,0.0014852
15,64.3291,3.08564,3.37526,3.1946,0.02845,0.04167,0.00762,0.00147,3.13182,4.63245,3.47293,0.0014456,0.0014456,0.0014456
16,68.5914,2.96126,3.17122,3.04857,0.00378,0.08333,0.00537,0.00125,3.04,4.223,3.31258,0.001406,0.001406,0.001406
17,72.8063,2.93419,3.26308,3.06405,0.00381,0.625,0.00477,0.00135,2.94965,4.15937,3.24958,0.0013664,0.0013664,0.0013664
18,76.9402,2.86612,3.28121,3.03611,0.00361,0.625,0.00526,0.00138,2.90519,4.03629,3.18737,0.0013268,0.0013268,0.0013268
19,81.0775,2.96207,3.11173,2.92585,0.00381,0.66667,0.00704,0.00183,2.94075,3.83422,3.18178,0.0012872,0.0012872,0.0012872
20,85.2284,2.92356,3.08375,2.88589,0.00429,0.75,0.0088,0.00221,2.93886,3.85541,3.18366,0.0012476,0.0012476,0.0012476
21,89.3515,2.79487,3.20655,2.96298,0.00333,0.58333,0.0065,0.00201,2.96157,3.91003,3.18291,0.001208,0.001208,0.001208
22,93.4096,2.82011,3.11523,2.92622,0.00874,0.41667,0.00706,0.00223,3.00108,3.7678,3.24255,0.0011684,0.0011684,0.0011684
23,97.7477,2.83503,3.09436,2.86661,0.00429,0.75,0.00905,0.00263,2.97787,3.4654,3.2307,0.0011288,0.0011288,0.0011288
24,102.355,2.91659,3.10609,2.87657,0.00381,0.66667,0.01044,0.00277,3.02385,3.5523,3.12061,0.0010892,0.0010892,0.0010892
25,106.956,2.7855,3.12779,2.8576,0.00939,0.54167,0.01572,0.00384,3.03516,3.65973,3.08936,0.0010496,0.0010496,0.0010496
26,111.077,2.82788,3.13899,2.87672,0.01879,0.25,0.01416,0.00363,2.99057,3.79445,3.03352,0.00101,0.00101,0.00101
27,115.753,2.80575,3.04321,2.83544,0.00462,0.79167,0.01905,0.00477,2.94286,3.44584,3.04008,0.0009704,0.0009704,0.0009704
28,120.46,2.81548,3.01366,2.79826,0.019,0.54167,0.0164,0.00394,2.93703,3.58425,3.01829,0.0009308,0.0009308,0.0009308
29,125.187,2.84591,3.10678,2.7572,0.00633,0.75,0.01348,0.00352,3.0056,3.57983,3.02221,0.0008912,0.0008912,0.0008912
30,129.217,2.8423,3.07794,2.87758,0.01975,0.08333,0.01592,0.0049,2.99829,3.54598,3.00152,0.0008516,0.0008516,0.0008516
31,132.961,2.68857,3.00799,2.77236,0.04058,0.0602,0.01862,0.0061,2.99313,3.54737,2.98195,0.000812,0.000812,0.000812
32,136.751,2.69466,2.98715,2.769,0.07122,0.04167,0.03248,0.01245,3.03598,3.63531,2.97361,0.0007724,0.0007724,0.0007724
33,140.525,2.69134,2.85102,2.6358,0.0602,0.04167,0.01602,0.00576,3.04381,3.67514,3.01228,0.0007328,0.0007328,0.0007328
34,144.27,2.78069,2.88744,2.72012,0.07983,0.08333,0.03027,0.00669,3.01735,3.70257,3.00679,0.0006932,0.0006932,0.0006932
35,148.866,2.79637,2.94962,2.78716,0.06493,0.08333,0.02726,0.0067,2.9504,3.4496,2.98057,0.0006536,0.0006536,0.0006536
36,153.348,2.75393,2.97841,2.71883,0.04742,0.08333,0.02458,0.00715,2.92524,3.3971,2.98439,0.000614,0.000614,0.000614
37,157.565,2.75194,2.98667,2.72664,0.13687,0.04167,0.06811,0.02311,2.902,3.3592,2.96795,0.0005744,0.0005744,0.0005744
38,161.315,2.69401,2.92402,2.68427,0.13445,0.08333,0.04445,0.0109,2.87136,3.30877,2.99419,0.0005348,0.0005348,0.0005348
39,165.062,2.68986,2.95112,2.68211,0.15856,0.08333,0.04748,0.01168,2.90474,3.32216,2.99818,0.0004952,0.0004952,0.0004952
40,168.796,2.6644,2.87815,2.72102,0.06495,0.08333,0.03027,0.00752,2.96901,3.38199,2.9842,0.0004556,0.0004556,0.0004556
41,172.432,2.56502,3.09199,2.58815,0.06074,0.09994,0.0333,0.00712,2.98147,3.5289,2.97084,0.000416,0.000416,0.000416
42,176.188,2.56732,3.11408,2.70098,0.41082,0.04167,0.06154,0.01104,2.99519,3.58982,2.98807,0.0003764,0.0003764,0.0003764
43,179.859,2.54064,3.06575,2.61591,0.45473,0.04167,0.0654,0.01038,2.96907,3.49957,2.98158,0.0003368,0.0003368,0.0003368
44,183.471,2.50966,2.99116,2.54798,0.73561,0.04167,0.06495,0.00989,2.98304,3.46385,2.98988,0.0002972,0.0002972,0.0002972
45,187.231,2.58969,3.13199,2.71361,0.77585,0.04167,0.06961,0.01214,2.97349,3.36213,2.98217,0.0002576,0.0002576,0.0002576
46,191.162,2.48391,2.97711,2.63014,0.1787,0.08333,0.07374,0.01277,2.96075,3.34562,2.96329,0.000218,0.000218,0.000218
47,195.074,2.48827,2.99982,2.60596,0.09865,0.08333,0.07892,0.01395,2.95352,3.33109,2.96578,0.0001784,0.0001784,0.0001784
48,199.145,2.46829,3.06381,2.60389,0.07403,0.08333,0.07883,0.01353,2.93099,3.30325,2.92394,0.0001388,0.0001388,0.0001388
49,203.085,2.4932,3.02598,2.58753,0.26274,0.08333,0.06295,0.01324,2.92988,3.25111,2.94379,9.92e-05,9.92e-05,9.92e-05
50,207.076,2.50308,3.09065,2.66328,0.3687,0.08333,0.08813,0.01945,2.91605,3.20766,2.95926,5.96e-05,5.96e-05,5.96e-05