head_detect_v0_n/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
1,399.34,1.45266,1.42036,1.33814,0.79136,0.5505,0.62337,0.33844,1.36024,0.8763,1.1356,0.00332691,0.00332691,0.00332691
2,529.522,1.3195,0.86364,1.1945,0.81543,0.58136,0.65809,0.36689,1.35784,0.78264,1.14422,0.00659431,0.00659431,0.00659431
3,659.258,1.30029,0.79904,1.18766,0.79225,0.54239,0.62346,0.34203,1.4239,1.066,1.20162,0.0097957,0.0097957,0.0097957
4,788.414,1.28965,0.78118,1.19259,0.803,0.58484,0.65606,0.36824,1.34739,0.78474,1.17345,0.009703,0.009703,0.009703
5,917.885,1.26195,0.75103,1.18398,0.8237,0.5945,0.67393,0.38476,1.33062,0.75524,1.14714,0.009604,0.009604,0.009604
6,1046.86,1.23671,0.72238,1.1724,0.82765,0.57464,0.66133,0.37681,1.36629,0.86313,1.18665,0.009505,0.009505,0.009505
7,1175.6,1.22406,0.71005,1.16859,0.84334,0.60184,0.68759,0.39633,1.29871,0.72311,1.13892,0.009406,0.009406,0.009406
8,1304.33,1.2227,0.70774,1.16137,0.84383,0.60621,0.69152,0.40207,1.30062,0.708,1.13681,0.009307,0.009307,0.009307
9,1433.05,1.20844,0.69563,1.15673,0.85123,0.60654,0.69672,0.40302,1.30356,0.7109,1.14224,0.009208,0.009208,0.009208
10,1561.22,1.20475,0.69065,1.15462,0.84932,0.61108,0.69623,0.40658,1.27622,0.70502,1.13254,0.009109,0.009109,0.009109
11,1690.02,1.19243,0.68589,1.15137,0.84756,0.61494,0.69509,0.40619,1.29224,0.68142,1.14342,0.00901,0.00901,0.00901
12,1822.73,1.19695,0.68473,1.15242,0.84619,0.63009,0.70626,0.41205,1.27271,0.6614,1.13444,0.008911,0.008911,0.008911
13,1953.99,1.19076,0.67864,1.14869,0.84847,0.63476,0.70979,0.41662,1.26017,0.64005,1.12438,0.008812,0.008812,0.008812
14,2082.6,1.17727,0.66862,1.14469,0.86009,0.63467,0.71783,0.42324,1.25914,0.6232,1.12378,0.008713,0.008713,0.008713
15,2215.05,1.17504,0.66618,1.14022,0.86184,0.63646,0.72073,0.42632,1.24578,0.62415,1.1207,0.008614,0.008614,0.008614
16,2347.58,1.17712,0.67331,1.14625,0.85854,0.64107,0.72108,0.42602,1.24082,0.61522,1.11776,0.008515,0.008515,0.008515
17,2476.16,1.17795,0.66901,1.1433,0.85861,0.64338,0.72229,0.42684,1.24219,0.6142,1.11955,0.008416,0.008416,0.008416
18,2609.45,1.17125,0.66137,1.13981,0.85719,0.64599,0.72469,0.4304,1.23467,0.6074,1.11293,0.008317,0.008317,0.008317
19,2739.41,1.17281,0.65987,1.13602,0.85826,0.64543,0.72474,0.43049,1.23562,0.61361,1.1131,0.008218,0.008218,0.008218
20,2867.8,1.16403,0.66125,1.13527,0.85975,0.64925,0.72791,0.43288,1.22672,0.59634,1.11053,0.008119,0.008119,0.008119
21,3000.97,1.16213,0.65564,1.13356,0.86,0.64908,0.72847,0.43263,1.23006,0.59428,1.10978,0.00802,0.00802,0.00802
22,3130.5,1.16136,0.65303,1.12816,0.86011,0.64884,0.72886,0.43326,1.23267,0.59397,1.11255,0.007921,0.007921,0.007921
23,3258.94,1.15128,0.64684,1.13071,0.86102,0.65038,0.7304,0.43407,1.23055,0.59387,1.11286,0.007822,0.007822,0.007822
24,3388.85,1.15902,0.65282,1.12857,0.86198,0.65171,0.73138,0.43516,1.22878,0.58918,1.11147,0.007723,0.007723,0.007723
25,3517.63,1.15344,0.64869,1.12697,0.86051,0.6527,0.73196,0.43582,1.2285,0.58802,1.10949,0.007624,0.007624,0.007624
26,3651.42,1.1369,0.63935,1.12564,0.85951,0.65472,0.73276,0.43663,1.22709,0.58937,1.1092,0.007525,0.007525,0.007525
27,3779.91,1.1543,0.64881,1.12498,0.85942,0.65591,0.73327,0.43741,1.22588,0.58652,1.10749,0.007426,0.007426,0.007426
28,3907.84,1.14441,0.6419,1.12685,0.86122,0.6554,0.73319,0.43762,1.22313,0.58621,1.10603,0.007327,0.007327,0.007327
29,4036.12,1.14368,0.63977,1.12275,0.86163,0.6555,0.73373,0.43808,1.2226,0.58616,1.1054,0.007228,0.007228,0.007228
30,4167.63,1.14633,0.63907,1.12119,0.8619,0.6555,0.73385,0.43852,1.22264,0.58488,1.10488,0.007129,0.007129,0.007129
31,4296.18,1.14247,0.63712,1.11984,0.86284,0.65579,0.7341,0.43852,1.22296,0.58531,1.10397,0.00703,0.00703,0.00703
32,4425.01,1.1396,0.64136,1.12013,0.86299,0.65549,0.73409,0.43886,1.22279,0.58428,1.10391,0.006931,0.006931,0.006931
33,4553.58,1.13352,0.6323,1.11764,0.86159,0.65671,0.73473,0.43892,1.22271,0.58449,1.1038,0.006832,0.006832,0.006832
34,4682.65,1.13116,0.63255,1.11361,0.8625,0.65659,0.7348,0.43903,1.22296,0.58405,1.10338,0.006733,0.006733,0.006733
35,4810.76,1.13564,0.63422,1.11678,0.86403,0.65588,0.73518,0.43911,1.22262,0.58392,1.10305,0.006634,0.006634,0.006634
36,4939.07,1.13214,0.62891,1.11161,0.86373,0.65577,0.73525,0.43933,1.22205,0.58326,1.10243,0.006535,0.006535,0.006535
37,5067.52,1.12541,0.62787,1.10973,0.86373,0.65618,0.73557,0.43945,1.22224,0.58374,1.10238,0.006436,0.006436,0.006436
38,5196.16,1.12377,0.62729,1.10846,0.86411,0.65578,0.73546,0.43995,1.22225,0.58338,1.10203,0.006337,0.006337,0.006337
39,5324.37,1.12514,0.62858,1.10928,0.8636,0.65681,0.7357,0.44012,1.22242,0.58354,1.102,0.006238,0.006238,0.006238
40,5453.37,1.12196,0.62154,1.1056,0.86307,0.65685,0.73581,0.4403,1.22217,0.58328,1.10189,0.006139,0.006139,0.006139
41,5582.57,1.11867,0.62248,1.10957,0.86269,0.65728,0.73601,0.44031,1.22195,0.58324,1.10184,0.00604,0.00604,0.00604
42,5711.28,1.11747,0.62174,1.10829,0.86278,0.65711,0.73628,0.44059,1.22184,0.58304,1.10179,0.005941,0.005941,0.005941
43,5839.66,1.10401,0.60904,1.09749,0.86357,0.65711,0.73645,0.44069,1.22175,0.58313,1.10159,0.005842,0.005842,0.005842
44,5967.93,1.11172,0.61838,1.10248,0.86408,0.65652,0.73647,0.44087,1.22178,0.58344,1.10155,0.005743,0.005743,0.005743
45,6096.38,1.10471,0.6125,1.09542,0.86477,0.65617,0.73653,0.44101,1.22191,0.58353,1.10128,0.005644,0.005644,0.005644
46,6224.29,1.10336,0.61339,1.10032,0.86455,0.65659,0.73673,0.44112,1.22203,0.58364,1.10126,0.005545,0.005545,0.005545
47,6352.68,1.11064,0.61364,1.1013,0.86465,0.65629,0.73678,0.44131,1.22196,0.58373,1.10109,0.005446,0.005446,0.005446
48,6480.74,1.10137,0.60542,1.09435,0.86547,0.6561,0.73684,0.44113,1.22176,0.58402,1.10072,0.005347,0.005347,0.005347
49,6609.7,1.09983,0.60592,1.09679,0.86676,0.65536,0.73685,0.44129,1.22175,0.58445,1.10044,0.005248,0.005248,0.005248
50,6737.62,1.09945,0.6091,1.09638,0.86615,0.65558,0.73694,0.44152,1.22141,0.5848,1.10007,0.005149,0.005149,0.005149
51,6870.54,1.096,0.60396,1.08944,0.86702,0.65524,0.73714,0.44181,1.22144,0.58533,1.09974,0.00505,0.00505,0.00505
52,6998.8,1.09295,0.60356,1.09432,0.86699,0.65539,0.73731,0.44195,1.22125,0.5858,1.09963,0.004951,0.004951,0.004951
53,7126.75,1.09283,0.60101,1.08751,0.86823,0.65502,0.73767,0.44217,1.22127,0.58613,1.09959,0.004852,0.004852,0.004852
54,7260.96,1.09668,0.60444,1.08955,0.86757,0.65517,0.73762,0.4423,1.22127,0.58643,1.09932,0.004753,0.004753,0.004753
55,7389.57,1.08554,0.5934,1.08685,0.86841,0.65503,0.7377,0.44237,1.22138,0.58702,1.09897,0.004654,0.004654,0.004654
56,7519.07,1.08521,0.59716,1.09047,0.86863,0.65473,0.73776,0.44245,1.22129,0.58796,1.09891,0.004555,0.004555,0.004555
57,7646.97,1.08733,0.59962,1.08859,0.86942,0.65428,0.73779,0.44249,1.22145,0.58883,1.09881,0.004456,0.004456,0.004456
58,7775.33,1.08524,0.59665,1.08415,0.86969,0.65418,0.73798,0.44283,1.22148,0.58963,1.09842,0.004357,0.004357,0.004357
59,7903.4,1.08166,0.59437,1.08489,0.87054,0.65388,0.73799,0.44279,1.22152,0.59052,1.0982,0.004258,0.004258,0.004258
60,8031.69,1.08594,0.59383,1.08015,0.86995,0.65416,0.73816,0.44286,1.22148,0.5915,1.0979,0.004159,0.004159,0.004159
61,8159.72,1.07617,0.58776,1.07855,0.87093,0.65377,0.73812,0.44292,1.22135,0.59253,1.09757,0.00406,0.00406,0.00406
62,8288.68,1.07423,0.58511,1.07797,0.87038,0.65384,0.7384,0.44308,1.2212,0.59362,1.09734,0.003961,0.003961,0.003961
63,8416.92,1.07695,0.584,1.07848,0.87167,0.65319,0.73847,0.44332,1.22122,0.59475,1.09729,0.003862,0.003862,0.003862
64,8544.93,1.06521,0.58036,1.07834,0.87182,0.65291,0.7386,0.44333,1.22131,0.5959,1.09724,0.003763,0.003763,0.003763
65,8673.34,1.07043,0.58625,1.07519,0.87161,0.65323,0.73875,0.44355,1.22114,0.59742,1.09693,0.003664,0.003664,0.003664
66,8802.01,1.06537,0.58353,1.07617,0.87204,0.65318,0.73873,0.44364,1.22152,0.59897,1.09697,0.003565,0.003565,0.003565
67,8929.9,1.06542,0.57982,1.0696,0.87227,0.65251,0.73874,0.44373,1.22161,0.60069,1.09685,0.003466,0.003466,0.003466
68,9058.36,1.05605,0.57704,1.06858,0.87178,0.65281,0.73896,0.4438,1.22183,0.60244,1.09677,0.003367,0.003367,0.003367
69,9186.59,1.05407,0.57249,1.06742,0.87221,0.65244,0.73902,0.44393,1.22199,0.60471,1.09663,0.003268,0.003268,0.003268
70,9315.03,1.04701,0.56866,1.06478,0.8723,0.65233,0.73906,0.44401,1.22227,0.60718,1.09657,0.003169,0.003169,0.003169
71,9449.61,1.04348,0.56785,1.06542,0.87198,0.65268,0.73926,0.44416,1.22219,0.60967,1.09635,0.00307,0.00307,0.00307
72,9589.95,1.0537,0.57383,1.06586,0.87238,0.6522,0.73935,0.4442,1.2222,0.61259,1.09608,0.002971,0.002971,0.002971
73,9718.35,1.04436,0.56603,1.0619,0.87165,0.65219,0.73939,0.44437,1.22218,0.61532,1.09604,0.002872,0.002872,0.002872
74,9853.54,1.0434,0.56256,1.06325,0.87243,0.65148,0.73929,0.44433,1.22251,0.61861,1.09601,0.002773,0.002773,0.002773
75,9982.98,1.03471,0.55668,1.05967,0.87339,0.65072,0.73917,0.44437,1.22258,0.62218,1.09604,0.002674,0.002674,0.002674
76,10112.2,1.01954,0.54932,1.05571,0.87335,0.6506,0.73896,0.44443,1.22245,0.6253,1.09603,0.002575,0.002575,0.002575
77,10263.6,1.03405,0.5549,1.05826,0.87399,0.64975,0.73889,0.44462,1.22238,0.62869,1.09598,0.002476,0.002476,0.002476
78,10392.4,1.02872,0.55714,1.05517,0.87306,0.64991,0.73882,0.44472,1.22255,0.63226,1.09605,0.002377,0.002377,0.002377
79,10541.6,1.01947,0.55262,1.05259,0.87308,0.64972,0.73893,0.44484,1.22275,0.63648,1.09612,0.002278,0.002278,0.002278
80,10680.8,1.02286,0.55073,1.05367,0.87257,0.64952,0.73889,0.44485,1.22291,0.64099,1.09628,0.002179,0.002179,0.002179
81,10813.2,1.01416,0.54591,1.04984,0.87228,0.64915,0.73866,0.44491,1.22287,0.64595,1.09636,0.00208,0.00208,0.00208
82,10941.1,1.01134,0.5458,1.0448,0.8728,0.64823,0.73865,0.44501,1.2232,0.65094,1.0967,0.001981,0.001981,0.001981
83,11069.4,1.01841,0.54817,1.04878,0.87239,0.64795,0.73856,0.44499,1.22344,0.65697,1.09688,0.001882,0.001882,0.001882
84,11197.4,1.01053,0.54172,1.04517,0.87312,0.64701,0.7384,0.44503,1.22338,0.66256,1.09711,0.001783,0.001783,0.001783
85,11325.4,1.00499,0.53823,1.04132,0.87255,0.64659,0.73813,0.44502,1.22342,0.66886,1.09732,0.001684,0.001684,0.001684
86,11458.2,0.99524,0.53211,1.03679,0.87403,0.64549,0.73784,0.44495,1.22342,0.67584,1.09771,0.001585,0.001585,0.001585
87,11586.1,0.98567,0.52358,1.03346,0.87337,0.64516,0.7375,0.44495,1.22346,0.68333,1.09796,0.001486,0.001486,0.001486
88,11714.2,0.98724,0.52376,1.03534,0.87451,0.64377,0.73716,0.44487,1.22345,0.69099,1.09844,0.001387,0.001387,0.001387
89,11842.4,0.98504,0.52415,1.03356,0.87458,0.64269,0.73676,0.44472,1.22348,0.69987,1.09883,0.001288,0.001288,0.001288
90,11970.3,0.98013,0.51887,1.03031,0.87536,0.64143,0.73634,0.44459,1.22375,0.7096,1.09938,0.001189,0.001189,0.001189
91,12099.6,0.98227,0.48799,1.02256,0.8752,0.64008,0.73568,0.44435,1.22396,0.72044,1.1001,0.00109,0.00109,0.00109
92,12225.9,0.97022,0.47974,1.01476,0.87637,0.63799,0.73487,0.44398,1.2243,0.73301,1.10084,0.000991,0.000991,0.000991
93,12352,0.95733,0.47057,1.00638,0.87612,0.63714,0.73436,0.44365,1.22506,0.74584,1.10169,0.000892,0.000892,0.000892
94,12477.6,0.94115,0.45991,1.00253,0.87593,0.63537,0.73363,0.44314,1.2257,0.75934,1.10275,0.000793,0.000793,0.000793
95,12604.1,0.93199,0.45275,0.99471,0.87688,0.63308,0.73282,0.44286,1.22643,0.77269,1.10364,0.000694,0.000694,0.000694
96,12730.1,0.92759,0.45545,0.99354,0.87671,0.63175,0.73184,0.4424,1.22722,0.7867,1.10479,0.000595,0.000595,0.000595
97,12856.2,0.91403,0.44578,0.98937,0.87783,0.62956,0.73108,0.44218,1.22806,0.80034,1.10597,0.000496,0.000496,0.000496
98,12981.9,0.90688,0.44114,0.98895,0.87791,0.62854,0.73041,0.44179,1.2289,0.8134,1.10726,0.000397,0.000397,0.000397
99,13107.7,0.88785,0.42993,0.97846,0.87915,0.62655,0.72967,0.44154,1.22963,0.82623,1.10838,0.000298,0.000298,0.000298
100,13233.8,0.88701,0.4261,0.97391,0.88112,0.62419,0.72896,0.44127,1.23064,0.83841,1.10943,0.000199,0.000199,0.000199