head_detect_v2.0_s/results.csv

 epoch, 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, 1.5146, 1.3564, 1.474, 0.90399, 0.82054, 0.90473, 0.67545, 0.92805, 0.63629, 1.0549, 0.0033319, 0.0033319, 0.0033319
 2, 1.3668, 1.0536, 1.3399, 0.9258, 0.81629, 0.90035, 0.67309, 0.92915, 0.64379, 1.065, 0.0065992, 0.0065992, 0.0065992
 3, 1.3955, 1.1117, 1.3667, 0.90099, 0.7965, 0.88667, 0.65068, 0.96843, 0.72608, 1.0949, 0.0098006, 0.0098006, 0.0098006
 4, 1.4022, 1.1216, 1.3785, 0.92201, 0.81829, 0.90537, 0.68308, 0.89616, 0.64799, 1.0606, 0.009703, 0.009703, 0.009703
 5, 1.3503, 1.0458, 1.3464, 0.92655, 0.83213, 0.91434, 0.69862, 0.87704, 0.60317, 1.0586, 0.009703, 0.009703, 0.009703
 6, 1.3037, 0.99019, 1.3188, 0.92781, 0.8439, 0.9215, 0.70836, 0.85538, 0.57268, 1.0332, 0.009604, 0.009604, 0.009604
 7, 1.2787, 0.9603, 1.2978, 0.93531, 0.84414, 0.92491, 0.7208, 0.82763, 0.54582, 1.02, 0.009505, 0.009505, 0.009505
 8, 1.2486, 0.9268, 1.2824, 0.93194, 0.84715, 0.92758, 0.72624, 0.81081, 0.53764, 1.0167, 0.009406, 0.009406, 0.009406
 9, 1.2313, 0.91206, 1.2669, 0.94299, 0.84939, 0.93288, 0.7329, 0.79922, 0.52035, 1.0048, 0.009307, 0.009307, 0.009307
 10, 1.2167, 0.88854, 1.2617, 0.93999, 0.85987, 0.9367, 0.73743, 0.79433, 0.50107, 1.0037, 0.009208, 0.009208, 0.009208
 11, 1.2026, 0.87514, 1.2519, 0.93117, 0.87022, 0.93798, 0.74225, 0.78166, 0.49268, 0.9923, 0.009109, 0.009109, 0.009109
 12, 1.1959, 0.8687, 1.2485, 0.93958, 0.86968, 0.94141, 0.74691, 0.77042, 0.48111, 0.99013, 0.00901, 0.00901, 0.00901
 13, 1.1829, 0.8527, 1.2371, 0.94028, 0.87092, 0.94215, 0.75122, 0.76249, 0.47288, 0.98109, 0.008911, 0.008911, 0.008911
 14, 1.1762, 0.84374, 1.2357, 0.9412, 0.8723, 0.94399, 0.7531, 0.76096, 0.46695, 0.98533, 0.008812, 0.008812, 0.008812
 15, 1.1655, 0.83099, 1.2234, 0.94296, 0.87462, 0.94567, 0.75569, 0.76103, 0.46072, 0.97857, 0.008713, 0.008713, 0.008713
 16, 1.1586, 0.82286, 1.221, 0.94563, 0.87408, 0.94606, 0.75686, 0.75537, 0.45521, 0.97542, 0.008614, 0.008614, 0.008614
 17, 1.15, 0.81249, 1.2179, 0.94205, 0.87654, 0.94612, 0.75765, 0.75408, 0.45346, 0.97326, 0.008515, 0.008515, 0.008515
 18, 1.149, 0.81126, 1.2162, 0.94663, 0.87578, 0.94732, 0.76098, 0.74735, 0.4484, 0.97126, 0.008416, 0.008416, 0.008416
 19, 1.14, 0.80035, 1.2134, 0.94822, 0.8764, 0.94828, 0.76169, 0.74656, 0.44175, 0.97118, 0.008317, 0.008317, 0.008317
 20, 1.1339, 0.79785, 1.2086, 0.94594, 0.87951, 0.9487, 0.7623, 0.74444, 0.44119, 0.96925, 0.008218, 0.008218, 0.008218
 21, 1.1276, 0.78933, 1.2033, 0.9458, 0.88009, 0.9499, 0.76421, 0.74147, 0.43795, 0.96715, 0.008119, 0.008119, 0.008119
 22, 1.1189, 0.78027, 1.1955, 0.94836, 0.87818, 0.94993, 0.76488, 0.74035, 0.4346, 0.96476, 0.00802, 0.00802, 0.00802
 23, 1.1231, 0.78137, 1.1966, 0.94452, 0.88231, 0.95018, 0.76558, 0.74038, 0.43326, 0.96336, 0.007921, 0.007921, 0.007921
 24, 1.1173, 0.77821, 1.1975, 0.94612, 0.88384, 0.95096, 0.7666, 0.73812, 0.43091, 0.96197, 0.007822, 0.007822, 0.007822
 25, 1.1119, 0.76739, 1.1961, 0.94593, 0.88453, 0.95141, 0.76726, 0.73689, 0.42957, 0.96238, 0.007723, 0.007723, 0.007723
 26, 1.1056, 0.76145, 1.1863, 0.94694, 0.88302, 0.95158, 0.76789, 0.73608, 0.42669, 0.96152, 0.007624, 0.007624, 0.007624
 27, 1.1021, 0.75919, 1.1899, 0.94675, 0.88473, 0.9518, 0.76864, 0.73426, 0.42468, 0.96055, 0.007525, 0.007525, 0.007525
 28, 1.1021, 0.75454, 1.1837, 0.94554, 0.88494, 0.9522, 0.76894, 0.73399, 0.42363, 0.95985, 0.007426, 0.007426, 0.007426
 29, 1.0988, 0.75722, 1.1846, 0.94587, 0.885, 0.95234, 0.769, 0.73319, 0.42179, 0.95903, 0.007327, 0.007327, 0.007327
 30, 1.0895, 0.74544, 1.1774, 0.94688, 0.88521, 0.95277, 0.76919, 0.73326, 0.4212, 0.95909, 0.007228, 0.007228, 0.007228
 31, 1.0867, 0.74516, 1.1813, 0.9481, 0.88459, 0.95304, 0.76933, 0.73278, 0.42077, 0.95897, 0.007129, 0.007129, 0.007129
 32, 1.0882, 0.74274, 1.1765, 0.9444, 0.88736, 0.95311, 0.76924, 0.73227, 0.4198, 0.95887, 0.00703, 0.00703, 0.00703
 33, 1.0808, 0.73776, 1.1739, 0.94221, 0.88951, 0.95312, 0.7698, 0.73154, 0.41901, 0.95855, 0.006931, 0.006931, 0.006931
 34, 1.0823, 0.73821, 1.1718, 0.94406, 0.8876, 0.95344, 0.77016, 0.73092, 0.41837, 0.95799, 0.006832, 0.006832, 0.006832
 35, 1.0785, 0.73511, 1.1698, 0.94402, 0.88856, 0.95332, 0.77027, 0.73055, 0.4176, 0.95763, 0.006733, 0.006733, 0.006733
 36, 1.0804, 0.73365, 1.1704, 0.94251, 0.89013, 0.95353, 0.77042, 0.72992, 0.41689, 0.95709, 0.006634, 0.006634, 0.006634
 37, 1.0748, 0.72942, 1.171, 0.94449, 0.88884, 0.95362, 0.77072, 0.72947, 0.41573, 0.95682, 0.006535, 0.006535, 0.006535
 38, 1.071, 0.72282, 1.1632, 0.94578, 0.88794, 0.95367, 0.77109, 0.7288, 0.4149, 0.95625, 0.006436, 0.006436, 0.006436
 39, 1.0673, 0.7208, 1.1622, 0.94713, 0.8876, 0.95397, 0.77129, 0.72824, 0.41428, 0.95582, 0.006337, 0.006337, 0.006337
 40, 1.0631, 0.72073, 1.1646, 0.94718, 0.88821, 0.95399, 0.7711, 0.72762, 0.41382, 0.9555, 0.006238, 0.006238, 0.006238
 41, 1.0599, 0.71229, 1.1611, 0.94903, 0.88657, 0.95409, 0.77137, 0.72704, 0.41347, 0.95516, 0.006139, 0.006139, 0.006139
 42, 1.0598, 0.71262, 1.1592, 0.94988, 0.88644, 0.9542, 0.77177, 0.72691, 0.41275, 0.95502, 0.00604, 0.00604, 0.00604
 43, 1.0539, 0.70806, 1.1565, 0.94887, 0.88733, 0.95418, 0.77165, 0.72659, 0.41212, 0.95485, 0.005941, 0.005941, 0.005941
 44, 1.0529, 0.70806, 1.1594, 0.94879, 0.88712, 0.95428, 0.77204, 0.72655, 0.41121, 0.95491, 0.005842, 0.005842, 0.005842
 45, 1.0524, 0.70188, 1.1524, 0.94826, 0.88794, 0.95427, 0.77207, 0.7266, 0.41088, 0.9548, 0.005743, 0.005743, 0.005743
 46, 1.053, 0.7036, 1.1516, 0.94915, 0.88794, 0.95455, 0.77199, 0.72651, 0.4103, 0.95442, 0.005644, 0.005644, 0.005644
 47, 1.0475, 0.70143, 1.1506, 0.94897, 0.88761, 0.95467, 0.7722, 0.72643, 0.4099, 0.95415, 0.005545, 0.005545, 0.005545
 48, 1.0427, 0.69811, 1.1435, 0.95115, 0.88528, 0.95473, 0.77249, 0.72629, 0.40911, 0.95381, 0.005446, 0.005446, 0.005446
 49, 1.0452, 0.6967, 1.149, 0.95282, 0.88459, 0.95486, 0.77274, 0.72595, 0.40862, 0.95339, 0.005347, 0.005347, 0.005347
 50, 1.0446, 0.69551, 1.1495, 0.95309, 0.88518, 0.95502, 0.77281, 0.72581, 0.40769, 0.95311, 0.005248, 0.005248, 0.005248
 51, 1.0377, 0.68913, 1.1446, 0.95295, 0.88519, 0.95504, 0.77318, 0.72559, 0.40751, 0.95286, 0.005149, 0.005149, 0.005149
 52, 1.0333, 0.68658, 1.1408, 0.9517, 0.8867, 0.95492, 0.77321, 0.72531, 0.40714, 0.95254, 0.00505, 0.00505, 0.00505
 53, 1.0353, 0.68779, 1.1447, 0.95187, 0.88719, 0.95507, 0.77334, 0.72527, 0.40682, 0.95254, 0.004951, 0.004951, 0.004951
 54, 1.0289, 0.68021, 1.1377, 0.9528, 0.88636, 0.95506, 0.77327, 0.72507, 0.40593, 0.95248, 0.004852, 0.004852, 0.004852
 55, 1.0272, 0.68038, 1.13, 0.95336, 0.88643, 0.95519, 0.77338, 0.72495, 0.40485, 0.95193, 0.004753, 0.004753, 0.004753
 56, 1.0206, 0.67567, 1.1336, 0.94974, 0.88944, 0.95494, 0.77353, 0.72478, 0.40412, 0.95143, 0.004654, 0.004654, 0.004654
 57, 1.0245, 0.67468, 1.1309, 0.95062, 0.88951, 0.95495, 0.77397, 0.72474, 0.4029, 0.95109, 0.004555, 0.004555, 0.004555
 58, 1.0207, 0.67097, 1.1302, 0.95035, 0.89008, 0.95521, 0.77431, 0.72448, 0.40225, 0.95064, 0.004456, 0.004456, 0.004456
 59, 1.0204, 0.67148, 1.13, 0.95064, 0.89036, 0.95533, 0.77435, 0.72419, 0.4012, 0.94993, 0.004357, 0.004357, 0.004357
 60, 1.0141, 0.66498, 1.1318, 0.95204, 0.88951, 0.95546, 0.77463, 0.72382, 0.40085, 0.94971, 0.004258, 0.004258, 0.004258
 61, 1.013, 0.66489, 1.1251, 0.95164, 0.8909, 0.95576, 0.77488, 0.72358, 0.40018, 0.94937, 0.004159, 0.004159, 0.004159
 62, 1.0041, 0.65593, 1.1188, 0.95106, 0.8918, 0.95601, 0.775, 0.72342, 0.39922, 0.94878, 0.00406, 0.00406, 0.00406
 63, 1.0057, 0.65884, 1.1224, 0.95174, 0.89159, 0.95601, 0.77518, 0.7235, 0.39858, 0.94843, 0.003961, 0.003961, 0.003961
 64, 1.0011, 0.65338, 1.1181, 0.95167, 0.8915, 0.95589, 0.77515, 0.72363, 0.39808, 0.94821, 0.003862, 0.003862, 0.003862
 65, 0.99737, 0.64858, 1.1207, 0.95154, 0.89095, 0.95595, 0.77485, 0.72364, 0.3976, 0.94811, 0.003763, 0.003763, 0.003763
 66, 0.99162, 0.64455, 1.1151, 0.9513, 0.89098, 0.95615, 0.77491, 0.72358, 0.39695, 0.94794, 0.003664, 0.003664, 0.003664
 67, 0.99724, 0.64661, 1.1173, 0.95118, 0.89095, 0.95611, 0.77505, 0.72325, 0.39616, 0.94758, 0.003565, 0.003565, 0.003565
 68, 0.99079, 0.64268, 1.1077, 0.95137, 0.89108, 0.95623, 0.77538, 0.7231, 0.39552, 0.94713, 0.003466, 0.003466, 0.003466
 69, 0.9868, 0.63942, 1.1103, 0.95005, 0.89258, 0.9564, 0.77536, 0.72265, 0.39443, 0.94678, 0.003367, 0.003367, 0.003367
 70, 0.98576, 0.63726, 1.1126, 0.95018, 0.89219, 0.95675, 0.77541, 0.72261, 0.39352, 0.94655, 0.003268, 0.003268, 0.003268
 71, 0.98738, 0.63609, 1.1087, 0.94907, 0.89279, 0.95684, 0.77577, 0.7225, 0.39246, 0.94615, 0.003169, 0.003169, 0.003169
 72, 0.98192, 0.63058, 1.1096, 0.94963, 0.89272, 0.95691, 0.77605, 0.72252, 0.39186, 0.94608, 0.00307, 0.00307, 0.00307
 73, 0.9795, 0.63061, 1.1056, 0.95106, 0.89211, 0.95695, 0.77617, 0.72232, 0.39106, 0.94591, 0.002971, 0.002971, 0.002971
 74, 0.97116, 0.62639, 1.1034, 0.94931, 0.89393, 0.95729, 0.77599, 0.72227, 0.3903, 0.9458, 0.002872, 0.002872, 0.002872
 75, 0.97544, 0.62478, 1.1032, 0.94898, 0.89421, 0.95742, 0.77616, 0.72209, 0.3896, 0.94553, 0.002773, 0.002773, 0.002773
 76, 0.96907, 0.61983, 1.1011, 0.94856, 0.89406, 0.95758, 0.77613, 0.72188, 0.38886, 0.94531, 0.002674, 0.002674, 0.002674
 77, 0.96503, 0.61554, 1.0939, 0.94821, 0.89514, 0.95779, 0.77644, 0.72153, 0.38791, 0.94475, 0.002575, 0.002575, 0.002575
 78, 0.96409, 0.61524, 1.0997, 0.95007, 0.89374, 0.95789, 0.77662, 0.72148, 0.38737, 0.94461, 0.002476, 0.002476, 0.002476
 79, 0.96411, 0.61439, 1.099, 0.94967, 0.8945, 0.95797, 0.7771, 0.7214, 0.38651, 0.94447, 0.002377, 0.002377, 0.002377
 80, 0.95487, 0.60663, 1.0946, 0.95122, 0.89313, 0.95799, 0.77702, 0.72121, 0.38555, 0.94431, 0.002278, 0.002278, 0.002278
 81, 0.95035, 0.60111, 1.0918, 0.95072, 0.89354, 0.95811, 0.777, 0.72105, 0.38478, 0.94431, 0.002179, 0.002179, 0.002179
 82, 0.95253, 0.60403, 1.0933, 0.95032, 0.89388, 0.95803, 0.77707, 0.7212, 0.3844, 0.94446, 0.00208, 0.00208, 0.00208
 83, 0.94743, 0.6, 1.089, 0.9522, 0.89244, 0.95813, 0.77722, 0.72126, 0.38386, 0.94432, 0.001981, 0.001981, 0.001981
 84, 0.94611, 0.59684, 1.0893, 0.95124, 0.89299, 0.95821, 0.7772, 0.72116, 0.38334, 0.94417, 0.001882, 0.001882, 0.001882
 85, 0.94004, 0.59057, 1.083, 0.95124, 0.8932, 0.95824, 0.77719, 0.72126, 0.38297, 0.94406, 0.001783, 0.001783, 0.001783
 86, 0.93747, 0.58843, 1.0798, 0.94564, 0.89955, 0.95835, 0.77751, 0.72136, 0.38246, 0.94383, 0.001684, 0.001684, 0.001684
 87, 0.9348, 0.58705, 1.0816, 0.94802, 0.89679, 0.95838, 0.77747, 0.72138, 0.38213, 0.94357, 0.001585, 0.001585, 0.001585
 88, 0.9284, 0.57947, 1.0768, 0.94811, 0.89704, 0.95848, 0.77755, 0.72136, 0.3816, 0.94351, 0.001486, 0.001486, 0.001486
 89, 0.92583, 0.5768, 1.0756, 0.94882, 0.89627, 0.95847, 0.77764, 0.72129, 0.38125, 0.94335, 0.001387, 0.001387, 0.001387
 90, 0.92319, 0.57471, 1.072, 0.94818, 0.89718, 0.95856, 0.77757, 0.72143, 0.38083, 0.94323, 0.001288, 0.001288, 0.001288
 91, 0.91365, 0.4888, 1.0635, 0.9491, 0.89593, 0.95871, 0.77771, 0.72163, 0.38086, 0.9431, 0.001189, 0.001189, 0.001189
 92, 0.90337, 0.4829, 1.0666, 0.95151, 0.89384, 0.95873, 0.77775, 0.72178, 0.38044, 0.94323, 0.00109, 0.00109, 0.00109
 93, 0.89784, 0.47749, 1.0596, 0.95215, 0.89293, 0.95866, 0.77795, 0.72184, 0.38031, 0.94336, 0.000991, 0.000991, 0.000991
 94, 0.88881, 0.47013, 1.0562, 0.95118, 0.89422, 0.95858, 0.77807, 0.72188, 0.37991, 0.94339, 0.000892, 0.000892, 0.000892
 95, 0.88438, 0.4651, 1.0493, 0.95198, 0.89374, 0.95831, 0.77821, 0.72188, 0.37986, 0.94306, 0.000793, 0.000793, 0.000793
 96, 0.87952, 0.46406, 1.0492, 0.9546, 0.89309, 0.9582, 0.7781, 0.72195, 0.37964, 0.94316, 0.000694, 0.000694, 0.000694
 97, 0.87494, 0.45885, 1.0511, 0.95469, 0.89313, 0.95814, 0.77812, 0.72203, 0.37957, 0.94345, 0.000595, 0.000595, 0.000595
 98, 0.86543, 0.45378, 1.0455, 0.95556, 0.89197, 0.95799, 0.77833, 0.72215, 0.37933, 0.94337, 0.000496, 0.000496, 0.000496
 99, 0.86339, 0.45076, 1.0451, 0.95644, 0.89215, 0.95804, 0.77815, 0.72219, 0.37892, 0.94345, 0.000397, 0.000397, 0.000397
 100, 0.86126, 0.44809, 1.0417, 0.95682, 0.89126, 0.95761, 0.77803, 0.72228, 0.37877, 0.94352, 0.000298, 0.000298, 0.000298