StephanAkkerman commited on
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@@ -1,81 +1,81 @@
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
- 1,30.9227,1.9477,13.3482,1.43819,6e-05,0.01786,5e-05,3e-05,1.71778,5.69248,1.49078,0.000548258,0.000548258,0.000548258
3
- 2,53.3804,1.81205,10.8998,1.3939,0.00026,0.03571,0.00027,0.00016,nan,nan,nan,0.0011035,0.0011035,0.0011035
4
- 3,72.8784,2.06454,12.0814,1.49578,0.01312,0.01786,0.00427,0.00209,nan,nan,nan,0.00165706,0.00165706,0.00165706
5
- 4,92.0925,1.77877,12.6288,1.45574,0.8579,0.17998,0.1977,0.14772,1.77386,4.60382,1.60385,0.00166128,0.00166128,0.00166128
6
- 5,111.949,1.73138,9.32412,1.41022,0.14624,0.21429,0.17499,0.11811,1.70299,4.2566,1.54638,0.00165684,0.00165684,0.00165684
7
- 6,131.573,1.82388,10.0075,1.46746,0.54869,0.33929,0.36622,0.24169,1.91604,4.628,1.68843,0.00165114,0.00165114,0.00165114
8
- 7,151.626,1.72961,8.88694,1.42294,0.76713,0.24593,0.2946,0.19823,1.5917,3.85932,1.42224,0.0016442,0.0016442,0.0016442
9
- 8,172.879,1.63897,7.01471,1.37386,0.36956,0.44643,0.38157,0.24049,1.51819,3.29246,1.42585,0.00163602,0.00163602,0.00163602
10
- 9,192.578,1.49957,7.68318,1.33354,0.37484,0.50893,0.44346,0.2715,1.56772,3.18575,1.40679,0.00162661,0.00162661,0.00162661
11
- 10,212.259,1.62847,7.82435,1.3967,0.37317,0.48359,0.44208,0.27007,1.47167,3.15798,1.40728,0.001616,0.001616,0.001616
12
- 11,232.024,1.42745,6.02,1.33938,0.40934,0.53811,0.42429,0.28464,1.46761,3.11895,1.34253,0.00160419,0.00160419,0.00160419
13
- 12,251.571,1.48166,5.90487,1.29785,0.44085,0.42935,0.42326,0.26331,1.54356,3.08768,1.38025,0.0015912,0.0015912,0.0015912
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- 13,271.173,1.49551,5.35164,1.34102,0.39844,0.5,0.48375,0.3167,1.45557,2.89455,1.32706,0.00157706,0.00157706,0.00157706
15
- 14,290.781,1.55575,5.87645,1.36316,0.35646,0.59226,0.50913,0.32327,1.37833,2.85666,1.30468,0.00156179,0.00156179,0.00156179
16
- 15,310.202,1.50589,4.87192,1.35003,0.4511,0.58631,0.51373,0.29949,1.45012,2.50342,1.31486,0.0015454,0.0015454,0.0015454
17
- 16,329.686,1.42354,4.79851,1.28738,0.4579,0.47353,0.52145,0.31591,1.37108,2.26346,1.27257,0.00152793,0.00152793,0.00152793
18
- 17,349.383,1.44852,3.62673,1.27176,0.44918,0.4494,0.4597,0.29635,1.42584,1.95262,1.26851,0.00150941,0.00150941,0.00150941
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- 18,368.786,1.40771,3.99661,1.23951,0.34652,0.59226,0.44655,0.26772,1.43947,1.78251,1.28301,0.00148985,0.00148985,0.00148985
20
- 19,389.69,1.42293,3.87543,1.31099,0.48771,0.38988,0.40211,0.25772,1.42016,1.83796,1.34566,0.0014693,0.0014693,0.0014693
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- 20,410.043,1.42574,4.51021,1.28304,0.43794,0.50101,0.38568,0.2643,1.40597,3.2454,1.35779,0.00144777,0.00144777,0.00144777
22
- 21,430.143,1.49368,3.96084,1.36178,0.32871,0.50194,0.46654,0.26991,1.50851,1.73988,1.39078,0.00142531,0.00142531,0.00142531
23
- 22,450.288,1.3946,3.29805,1.27297,0.39136,0.45051,0.4432,0.27956,1.44873,1.8159,1.37286,0.00140196,0.00140196,0.00140196
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- 23,470.641,1.42746,3.26841,1.29207,0.59005,0.53571,0.53471,0.31545,1.39882,1.61054,1.29084,0.00137774,0.00137774,0.00137774
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- 24,490.827,1.44574,2.90319,1.30675,0.48631,0.52276,0.55872,0.32178,1.3743,1.72041,1.29934,0.00135269,0.00135269,0.00135269
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- 25,510.919,1.30771,3.64441,1.21363,0.40748,0.48787,0.55549,0.33271,1.32499,1.66486,1.31329,0.00132685,0.00132685,0.00132685
27
- 26,531.493,1.31854,3.23418,1.23129,0.63094,0.47321,0.5753,0.34934,1.40295,1.52353,1.3327,0.00130027,0.00130027,0.00130027
28
- 27,551.46,1.47494,3.54924,1.36504,0.64742,0.43104,0.56757,0.35457,1.36915,1.50058,1.3072,0.00127298,0.00127298,0.00127298
29
- 28,571.487,1.39878,2.77645,1.25746,0.47819,0.54762,0.55547,0.35243,1.28234,1.54875,1.27146,0.00124503,0.00124503,0.00124503
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- 29,592.245,1.37133,3.23612,1.25563,0.50242,0.5506,0.55602,0.35771,1.31392,1.50269,1.28365,0.00121645,0.00121645,0.00121645
31
- 30,612.277,1.38964,2.74419,1.27899,0.58454,0.42157,0.49468,0.32163,1.28059,2.1393,1.28325,0.0011873,0.0011873,0.0011873
32
- 31,632.309,1.28787,2.78481,1.22048,0.65125,0.52105,0.58247,0.36195,1.28379,1.66546,1.26572,0.00115761,0.00115761,0.00115761
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- 32,652.917,1.35305,2.51575,1.25644,0.59408,0.53274,0.54935,0.36941,1.26216,1.45156,1.25562,0.00112744,0.00112744,0.00112744
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- 33,673.066,1.31497,2.56739,1.26651,0.46898,0.52312,0.56508,0.36741,1.2993,1.38335,1.2694,0.00109683,0.00109683,0.00109683
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- 34,693.196,1.20487,2.37274,1.21545,0.64623,0.60714,0.64619,0.40493,1.24963,1.34108,1.26327,0.00106582,0.00106582,0.00106582
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- 35,713.315,1.21379,2.40992,1.1772,0.49572,0.66788,0.64669,0.42719,1.2188,1.52169,1.26696,0.00103447,0.00103447,0.00103447
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- 36,733.49,1.25945,2.37096,1.23849,0.60726,0.65642,0.65711,0.43792,1.16069,1.42324,1.30398,0.00100282,0.00100282,0.00100282
38
- 37,753.574,1.21136,1.95975,1.21573,0.55757,0.69345,0.67686,0.455,1.1731,1.33716,1.26849,0.000970919,0.000970919,0.000970919
39
- 38,773.627,1.22966,2.26629,1.25916,0.50888,0.67151,0.64817,0.40364,1.18639,1.37567,1.22984,0.000938823,0.000938823,0.000938823
40
- 39,793.917,1.1427,2.00587,1.18109,0.48718,0.64583,0.60839,0.40333,1.22157,1.35925,1.26905,0.000906577,0.000906577,0.000906577
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- 40,813.975,1.19965,2.55942,1.1591,0.45307,0.70832,0.62395,0.39833,1.25752,1.44552,1.28518,0.000874231,0.000874231,0.000874231
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- 41,834.069,1.15707,2.30817,1.13608,0.57301,0.57143,0.66637,0.41758,1.25855,1.40841,1.27027,0.000841835,0.000841835,0.000841835
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- 42,854.189,1.21153,2.14642,1.21185,0.50204,0.67262,0.64426,0.41487,1.26591,1.42474,1.29862,0.000809439,0.000809439,0.000809439
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- 43,874.281,1.17595,1.93838,1.21643,0.65289,0.59821,0.62139,0.40212,1.196,1.43869,1.27116,0.000777093,0.000777093,0.000777093
45
- 44,894.476,1.12161,2.14236,1.20366,0.68593,0.54762,0.61709,0.41539,1.17939,1.36363,1.25553,0.000744847,0.000744847,0.000744847
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- 45,914.719,1.1446,2.12174,1.1964,0.48879,0.685,0.56856,0.40105,1.15457,1.36197,1.23461,0.000712751,0.000712751,0.000712751
47
- 46,935.114,1.1761,1.74883,1.24411,0.58192,0.66369,0.61755,0.41531,1.13301,1.25452,1.22171,0.000680853,0.000680853,0.000680853
48
- 47,955.279,1.03571,1.64022,1.13564,0.6123,0.625,0.68969,0.46156,1.1536,1.24051,1.21744,0.000649204,0.000649204,0.000649204
49
- 48,975.756,1.04763,1.90004,1.12646,0.69957,0.63707,0.6966,0.45688,1.21604,1.28272,1.2263,0.000617852,0.000617852,0.000617852
50
- 49,995.399,1.16121,1.92065,1.19991,0.63755,0.73512,0.69947,0.44789,1.2757,1.3107,1.26886,0.000586845,0.000586845,0.000586845
51
- 50,1015.1,1.16158,1.81811,1.20938,0.58575,0.71131,0.68697,0.46977,1.13441,1.24275,1.24326,0.000556231,0.000556231,0.000556231
52
- 51,1036.62,1.11163,1.79862,1.17421,0.62504,0.74571,0.75852,0.46728,1.13572,1.24771,1.21792,0.000526058,0.000526058,0.000526058
53
- 52,1058.05,1.15434,1.70514,1.16295,0.59036,0.72917,0.66784,0.44441,1.13791,1.32533,1.22545,0.000496372,0.000496372,0.000496372
54
- 53,1078.36,1.05791,1.97123,1.11108,0.74362,0.65179,0.72872,0.47547,1.12238,1.30075,1.22434,0.000467218,0.000467218,0.000467218
55
- 54,1098.43,1.12178,1.65677,1.21464,0.76801,0.6231,0.73054,0.49956,1.07954,1.21117,1.2136,0.000438642,0.000438642,0.000438642
56
- 55,1118.51,1.02063,1.63025,1.13244,0.72233,0.69048,0.73752,0.49688,1.04302,1.16068,1.17355,0.000410687,0.000410687,0.000410687
57
- 56,1138.65,0.96427,1.68191,1.08471,0.74002,0.64989,0.74319,0.50792,1.03404,1.20675,1.16866,0.000383398,0.000383398,0.000383398
58
- 57,1158.68,1.00741,1.63943,1.10863,0.69812,0.69258,0.75887,0.53013,1.05602,1.19034,1.15828,0.000356815,0.000356815,0.000356815
59
- 58,1179.07,1.03151,1.78717,1.11353,0.65658,0.71131,0.71776,0.52191,1.0193,1.19649,1.14264,0.00033098,0.00033098,0.00033098
60
- 59,1199.39,1.00981,1.55586,1.14138,0.66426,0.78859,0.73938,0.53263,1.02014,1.26732,1.14655,0.000305933,0.000305933,0.000305933
61
- 60,1219.59,1.08434,1.54544,1.17528,0.68668,0.79464,0.75022,0.51938,1.01972,1.2536,1.14946,0.000281712,0.000281712,0.000281712
62
- 61,1240.11,0.98771,1.73337,1.1016,0.6572,0.69365,0.7254,0.49449,1.02791,1.23787,1.17749,0.000258355,0.000258355,0.000258355
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- 62,1259.89,0.97393,1.56903,1.12246,0.56044,0.73214,0.69195,0.4884,1.00801,1.22535,1.16931,0.000235898,0.000235898,0.000235898
64
- 63,1280.55,0.94121,1.62117,1.07544,0.57785,0.73214,0.69451,0.48289,1.05066,1.2204,1.17538,0.000214375,0.000214375,0.000214375
65
- 64,1301.69,0.89023,1.64917,1.04077,0.61239,0.78252,0.70416,0.48095,1.05382,1.22904,1.15912,0.000193819,0.000193819,0.000193819
66
- 65,1322.02,0.90696,1.64446,1.06062,0.78673,0.77381,0.76376,0.50122,1.02002,1.25618,1.14907,0.000174262,0.000174262,0.000174262
67
- 66,1341.67,1.00456,1.67947,1.11451,0.72131,0.75298,0.75512,0.49865,1.02408,1.25901,1.15494,0.000155735,0.000155735,0.000155735
68
- 67,1361.34,0.96259,1.59441,1.11624,0.65987,0.75163,0.72106,0.49355,0.99871,1.22784,1.13306,0.000138266,0.000138266,0.000138266
69
- 68,1380.74,0.85345,1.54203,1.03944,0.62516,0.78655,0.7313,0.50202,1.0093,1.2103,1.13527,0.000121882,0.000121882,0.000121882
70
- 69,1400.17,0.92126,1.41749,1.09889,0.61524,0.76277,0.74056,0.50808,0.9984,1.1727,1.13554,0.000106608,0.000106608,0.000106608
71
- 70,1419.94,1.06107,1.47786,1.13912,0.62516,0.77381,0.74949,0.52754,1.0113,1.16924,1.13956,9.2467e-05,9.2467e-05,9.2467e-05
72
- 71,1438.39,0.89506,2.8166,0.92379,0.60394,0.75298,0.70627,0.49392,1.05314,1.27411,1.15654,7.94819e-05,7.94819e-05,7.94819e-05
73
- 72,1456.86,0.9346,2.63502,0.97385,0.62617,0.7487,0.70923,0.49048,1.05441,1.29284,1.1544,6.76723e-05,6.76723e-05,6.76723e-05
74
- 73,1475.61,0.97741,2.83976,0.97419,0.70399,0.70002,0.73659,0.5014,1.0501,1.26257,1.15529,5.70564e-05,5.70564e-05,5.70564e-05
75
- 74,1494.08,0.82393,2.83615,0.82602,0.7413,0.73682,0.74481,0.50744,1.03402,1.27085,1.14898,4.76506e-05,4.76506e-05,4.76506e-05
76
- 75,1512.61,0.87809,2.96539,0.91673,0.76874,0.72051,0.77009,0.51717,1.02431,1.26447,1.14785,3.94694e-05,3.94694e-05,3.94694e-05
77
- 76,1531.43,0.92811,2.57466,0.99548,0.76559,0.7381,0.74119,0.50048,1.03311,1.25551,1.15555,3.25253e-05,3.25253e-05,3.25253e-05
78
- 77,1549.92,0.94598,2.97455,0.95074,0.72436,0.70974,0.7353,0.50229,1.02432,1.243,1.15421,2.68292e-05,2.68292e-05,2.68292e-05
79
- 78,1569.44,0.8266,2.47694,0.88674,0.69846,0.72913,0.7281,0.50274,1.0204,1.25582,1.15135,2.23897e-05,2.23897e-05,2.23897e-05
80
- 79,1589.19,0.84235,2.76603,0.85892,0.74619,0.6994,0.72451,0.50215,1.01447,1.25141,1.141,1.92137e-05,1.92137e-05,1.92137e-05
81
- 80,1609.15,0.87619,2.85548,0.92177,0.67701,0.7381,0.72035,0.50447,1.00647,1.2365,1.14004,1.73062e-05,1.73062e-05,1.73062e-05
 
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
+ 1,50.9124,1.7502,20.9042,1.26427,0.00124,0.29464,0.00182,0.00062,1.25741,8.63261,1.09327,0.000551962,0.000551962,0.000551962
3
+ 2,86.4383,1.72923,16.6704,1.31272,0.74226,0.21429,0.16277,0.10379,1.77983,7.74027,1.34744,0.00110721,0.00110721,0.00110721
4
+ 3,120.352,1.60102,16.8665,1.23816,0.80826,0.16071,0.16606,0.11633,1.55541,8.01435,1.27435,0.00166076,0.00166076,0.00166076
5
+ 4,154.317,1.47931,15.9362,1.19921,0.64384,0.19643,0.1376,0.07689,1.46128,7.97505,1.37947,0.00166128,0.00166128,0.00166128
6
+ 5,188.514,1.50367,13.9479,1.25331,0.21098,0.16071,0.10268,0.06932,1.45106,90.3603,1.31655,0.00165684,0.00165684,0.00165684
7
+ 6,221.951,1.33395,15.3334,1.12622,0.72089,0.33929,0.31817,0.19437,1.46726,5.56523,1.35967,0.00165114,0.00165114,0.00165114
8
+ 7,255.46,1.41757,12.3811,1.17815,0.27978,0.32359,0.22002,0.13074,1.49692,6.10524,1.43384,0.0016442,0.0016442,0.0016442
9
+ 8,289.288,1.44523,10.6695,1.23619,0.77739,0.21429,0.28234,0.159,1.36677,6.44521,1.23638,0.00163602,0.00163602,0.00163602
10
+ 9,321.945,1.37174,10.2549,1.20461,0.76364,0.23918,0.31412,0.18615,1.3002,7.31574,1.22446,0.00162661,0.00162661,0.00162661
11
+ 10,354.263,1.38033,10.9263,1.18874,0.26976,0.36607,0.25308,0.16465,1.31637,5.76579,1.23226,0.001616,0.001616,0.001616
12
+ 11,388.435,1.34105,9.29351,1.19266,0.76663,0.32655,0.36185,0.23981,1.34625,5.71881,1.22765,0.00160419,0.00160419,0.00160419
13
+ 12,422.893,1.43609,8.85021,1.25749,0.42462,0.41488,0.36263,0.2309,1.2888,6.14765,1.21834,0.0015912,0.0015912,0.0015912
14
+ 13,456.789,1.29936,9.2233,1.14556,0.83513,0.30357,0.37656,0.22874,1.24275,5.51284,1.14437,0.00157706,0.00157706,0.00157706
15
+ 14,490.817,1.35826,8.10634,1.18256,0.3337,0.42702,0.46592,0.26863,1.2582,4.81001,1.14718,0.00156179,0.00156179,0.00156179
16
+ 15,524.905,1.38296,6.64917,1.25163,0.37459,0.39863,0.36984,0.25914,1.23138,3.68534,1.11738,0.0015454,0.0015454,0.0015454
17
+ 16,558.688,1.14035,7.22845,1.06896,0.37659,0.4307,0.39897,0.25931,1.22884,2.71666,1.1491,0.00152793,0.00152793,0.00152793
18
+ 17,593.162,1.27587,6.22161,1.17253,0.49506,0.3979,0.40289,0.29535,1.14203,2.80049,1.12259,0.00150941,0.00150941,0.00150941
19
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20
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