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Initial commit: Fine-tuned YOLOv8 license plate detector (mAP50: 98.1%)
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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
1,71.9623,1.25069,1.42604,1.12211,0.97114,0.91428,0.94915,0.62952,1.18021,0.93347,1.10266,0.00066494,0.00066494,0.00066494
2,139.816,1.23134,0.78853,1.10829,0.95687,0.89228,0.93935,0.62599,1.17751,0.71444,1.09436,0.00128766,0.00128766,0.00128766
3,207.973,1.2334,0.71476,1.1088,0.96487,0.90761,0.94726,0.61033,1.24689,0.70771,1.13655,0.00186639,0.00186639,0.00186639
4,276.042,1.2097,0.67337,1.10008,0.96786,0.91359,0.95628,0.62137,1.19981,0.62144,1.11705,0.001802,0.001802,0.001802
5,343.711,1.19856,0.63433,1.09347,0.97458,0.93757,0.96831,0.64489,1.1691,0.55454,1.09301,0.001736,0.001736,0.001736
6,412.938,1.17827,0.61872,1.08365,0.97911,0.94261,0.9679,0.64489,1.16115,0.53451,1.07669,0.00167,0.00167,0.00167
7,480.617,1.16133,0.58908,1.07982,0.98183,0.93978,0.96946,0.66747,1.12924,0.52155,1.06833,0.001604,0.001604,0.001604
8,548.257,1.1505,0.57159,1.07266,0.97101,0.94657,0.97397,0.66463,1.12001,0.51966,1.05623,0.001538,0.001538,0.001538
9,615.917,1.14128,0.5599,1.06571,0.98366,0.94185,0.97042,0.66294,1.12617,0.51359,1.07031,0.001472,0.001472,0.001472
10,683.696,1.1369,0.55133,1.06452,0.98025,0.94404,0.97127,0.66657,1.10869,0.49663,1.06448,0.001406,0.001406,0.001406
11,751.716,1.12218,0.54678,1.06045,0.98068,0.94457,0.97559,0.66737,1.10106,0.51415,1.05275,0.00134,0.00134,0.00134
12,818.744,1.1204,0.52758,1.05726,0.9782,0.95089,0.97449,0.67096,1.09653,0.47374,1.05094,0.001274,0.001274,0.001274
13,886.5,1.12044,0.52729,1.05673,0.98449,0.94674,0.97123,0.67413,1.09034,0.47341,1.04967,0.001208,0.001208,0.001208
14,953.848,1.12081,0.51636,1.05409,0.98016,0.95543,0.97668,0.67425,1.09206,0.48044,1.05099,0.001142,0.001142,0.001142
15,1020.72,1.0983,0.50879,1.04508,0.97933,0.95598,0.97477,0.67882,1.07512,0.45195,1.03727,0.001076,0.001076,0.001076
16,1087.64,1.09772,0.50083,1.04182,0.98319,0.95375,0.97759,0.68159,1.08067,0.45533,1.04367,0.00101,0.00101,0.00101
17,1154.98,1.08561,0.49538,1.04222,0.98989,0.95814,0.98056,0.6886,1.07422,0.44885,1.04207,0.000944,0.000944,0.000944
18,1222.8,1.07988,0.48546,1.03506,0.98251,0.95489,0.98002,0.6862,1.07285,0.44009,1.03795,0.000878,0.000878,0.000878
19,1289.43,1.0758,0.47675,1.04165,0.98753,0.95435,0.98117,0.68713,1.06967,0.43292,1.03503,0.000812,0.000812,0.000812
20,1357.11,1.07285,0.47359,1.04025,0.98471,0.96033,0.98154,0.68538,1.07913,0.43341,1.04432,0.000746,0.000746,0.000746
21,1424.2,1.05642,0.43506,1.05067,0.98223,0.9612,0.98148,0.69207,1.05811,0.42587,1.03369,0.00068,0.00068,0.00068
22,1489.52,1.05201,0.43241,1.0446,0.98432,0.95272,0.97835,0.67821,1.08392,0.4421,1.05103,0.000614,0.000614,0.000614
23,1555.23,1.0468,0.4223,1.04442,0.98316,0.95543,0.97898,0.68629,1.06298,0.43937,1.03403,0.000548,0.000548,0.000548
24,1620.78,1.03587,0.42037,1.03589,0.98339,0.95652,0.97978,0.69314,1.05323,0.42472,1.02711,0.000482,0.000482,0.000482
25,1686.38,1.02984,0.40549,1.03227,0.98588,0.95598,0.98151,0.6935,1.05414,0.41659,1.03091,0.000416,0.000416,0.000416
26,1751.8,1.02328,0.40055,1.02929,0.98055,0.95916,0.98028,0.69488,1.04581,0.40972,1.0218,0.00035,0.00035,0.00035
27,1817.38,1.01494,0.39009,1.02751,0.98377,0.95555,0.97969,0.69213,1.0536,0.40437,1.02662,0.000284,0.000284,0.000284
28,1882.52,1.00601,0.38614,1.02415,0.9819,0.95924,0.98132,0.69703,1.05042,0.39649,1.02175,0.000218,0.000218,0.000218
29,1948.14,1.00139,0.38062,1.01864,0.97884,0.96413,0.98091,0.70066,1.03992,0.3932,1.01632,0.000152,0.000152,0.000152
30,2013.89,0.99047,0.37258,1.01235,0.98121,0.96491,0.98118,0.69944,1.04014,0.39,1.0186,8.6e-05,8.6e-05,8.6e-05