head_detect_v1.6_n_yv10/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, 2.9644, 4.2669, 2.8575, 0.81438, 0.7272, 0.81553, 0.57979, 2.0771, 1.8825, 2.2372, 0.0033318, 0.0033318, 0.0033318
 2, 2.9535, 2.9884, 2.7878, 0.84292, 0.73356, 0.83322, 0.5971, 2.1049, 1.7587, 2.2843, 0.0065992, 0.0065992, 0.0065992
 3, 3.0554, 2.9269, 2.8667, 0.83393, 0.73366, 0.82435, 0.5725, 2.2258, 1.8573, 2.3708, 0.0098005, 0.0098005, 0.0098005
 4, 3.0599, 2.8337, 2.8759, 0.8774, 0.7581, 0.8597, 0.62739, 2.0347, 1.5713, 2.2509, 0.009703, 0.009703, 0.009703
 5, 2.9169, 2.6006, 2.7894, 0.88225, 0.78535, 0.87623, 0.65231, 1.9514, 1.4242, 2.1944, 0.009604, 0.009604, 0.009604
 6, 2.8417, 2.4613, 2.7338, 0.90211, 0.80811, 0.89607, 0.6765, 1.8606, 1.3055, 2.1368, 0.009505, 0.009505, 0.009505
 7, 2.78, 2.3775, 2.6961, 0.90324, 0.81376, 0.90025, 0.68477, 1.8203, 1.2802, 2.1186, 0.009406, 0.009406, 0.009406
 8, 2.7248, 2.3051, 2.67, 0.91559, 0.81667, 0.90844, 0.69227, 1.7897, 1.2351, 2.0981, 0.009307, 0.009307, 0.009307
 9, 2.6995, 2.2577, 2.6416, 0.91767, 0.82171, 0.91203, 0.70232, 1.7494, 1.1705, 2.0772, 0.009208, 0.009208, 0.009208
 10, 2.659, 2.1988, 2.6185, 0.92101, 0.83356, 0.91782, 0.70898, 1.7273, 1.1313, 2.0602, 0.009109, 0.009109, 0.009109
 11, 2.6325, 2.1699, 2.6023, 0.92039, 0.83609, 0.92083, 0.71732, 1.7017, 1.1054, 2.048, 0.00901, 0.00901, 0.00901
 12, 2.6031, 2.1277, 2.5812, 0.92652, 0.83463, 0.92097, 0.71843, 1.6934, 1.0946, 2.0453, 0.008911, 0.008911, 0.008911
 13, 2.5847, 2.1142, 2.5718, 0.92537, 0.83953, 0.92457, 0.72441, 1.6744, 1.0672, 2.0277, 0.008812, 0.008812, 0.008812
 14, 2.5568, 2.0699, 2.5545, 0.92859, 0.84498, 0.92736, 0.72887, 1.6517, 1.0467, 2.0165, 0.008713, 0.008713, 0.008713
 15, 2.5544, 2.0637, 2.5457, 0.93708, 0.84265, 0.92955, 0.73151, 1.6491, 1.0358, 2.0091, 0.008614, 0.008614, 0.008614
 16, 2.5427, 2.0471, 2.5343, 0.9322, 0.84408, 0.93055, 0.73692, 1.6268, 1.0184, 1.9954, 0.008515, 0.008515, 0.008515
 17, 2.5081, 2.0164, 2.5295, 0.93302, 0.85515, 0.93203, 0.73723, 1.6326, 1.0151, 2.003, 0.008416, 0.008416, 0.008416
 18, 2.5005, 2.0012, 2.5219, 0.93282, 0.85298, 0.93335, 0.73965, 1.6214, 1.0046, 1.9967, 0.008317, 0.008317, 0.008317
 19, 2.5016, 1.9953, 2.5128, 0.92906, 0.85813, 0.93428, 0.73964, 1.6186, 0.99781, 1.9882, 0.008218, 0.008218, 0.008218
 20, 2.4803, 1.9817, 2.5058, 0.9311, 0.85644, 0.93485, 0.74194, 1.6138, 0.99247, 1.9874, 0.008119, 0.008119, 0.008119
 21, 2.4656, 1.9628, 2.5005, 0.93585, 0.8568, 0.93521, 0.7433, 1.6034, 0.99467, 1.9862, 0.00802, 0.00802, 0.00802
 22, 2.4563, 1.9476, 2.4874, 0.93433, 0.85935, 0.93583, 0.74451, 1.5971, 0.9866, 1.9788, 0.007921, 0.007921, 0.007921
 23, 2.4597, 1.9468, 2.4822, 0.93606, 0.85864, 0.93727, 0.74638, 1.5927, 0.97692, 1.9728, 0.007822, 0.007822, 0.007822
 24, 2.4474, 1.9316, 2.4747, 0.92816, 0.86428, 0.93659, 0.74662, 1.5884, 0.97704, 1.9695, 0.007723, 0.007723, 0.007723
 25, 2.4347, 1.9145, 2.4707, 0.93464, 0.86162, 0.93774, 0.74814, 1.588, 0.97091, 1.9684, 0.007624, 0.007624, 0.007624
 26, 2.4202, 1.901, 2.4596, 0.94198, 0.85803, 0.93837, 0.74936, 1.5841, 0.9689, 1.9649, 0.007525, 0.007525, 0.007525
 27, 2.4149, 1.8942, 2.4567, 0.94054, 0.85981, 0.93925, 0.75005, 1.5824, 0.9643, 1.9626, 0.007426, 0.007426, 0.007426
 28, 2.411, 1.8817, 2.4558, 0.93579, 0.86353, 0.94006, 0.75087, 1.5797, 0.96049, 1.9602, 0.007327, 0.007327, 0.007327
 29, 2.413, 1.8856, 2.4528, 0.93982, 0.86139, 0.94049, 0.75127, 1.5784, 0.95747, 1.9598, 0.007228, 0.007228, 0.007228
 30, 2.4035, 1.8773, 2.4488, 0.94143, 0.8615, 0.94095, 0.7519, 1.5774, 0.95361, 1.9586, 0.007129, 0.007129, 0.007129
 31, 2.3934, 1.87, 2.4399, 0.9363, 0.86638, 0.94111, 0.75225, 1.5756, 0.95136, 1.9574, 0.00703, 0.00703, 0.00703
 32, 2.3869, 1.8501, 2.4384, 0.93968, 0.8646, 0.94113, 0.75273, 1.5745, 0.94831, 1.9561, 0.006931, 0.006931, 0.006931
 33, 2.3812, 1.8432, 2.4245, 0.93856, 0.86537, 0.94123, 0.75283, 1.5742, 0.9459, 1.9558, 0.006832, 0.006832, 0.006832
 34, 2.3724, 1.8359, 2.4297, 0.94261, 0.86388, 0.94178, 0.75374, 1.5728, 0.94429, 1.9546, 0.006733, 0.006733, 0.006733
 35, 2.3777, 1.8411, 2.4241, 0.93977, 0.86606, 0.94158, 0.75372, 1.5716, 0.9442, 1.9531, 0.006634, 0.006634, 0.006634
 36, 2.3704, 1.835, 2.4186, 0.94086, 0.86729, 0.94174, 0.75422, 1.5717, 0.94136, 1.9531, 0.006535, 0.006535, 0.006535
 37, 2.3511, 1.8103, 2.4098, 0.94264, 0.86564, 0.94176, 0.75445, 1.5709, 0.93869, 1.9525, 0.006436, 0.006436, 0.006436
 38, 2.3456, 1.8043, 2.4137, 0.94203, 0.86705, 0.94165, 0.75438, 1.5702, 0.93706, 1.9515, 0.006337, 0.006337, 0.006337
 39, 2.3369, 1.7888, 2.4024, 0.94263, 0.86613, 0.94198, 0.75478, 1.5699, 0.93435, 1.9513, 0.006238, 0.006238, 0.006238
 40, 2.3473, 1.7983, 2.4054, 0.94232, 0.86686, 0.94229, 0.75514, 1.5686, 0.93297, 1.9507, 0.006139, 0.006139, 0.006139
 41, 2.3298, 1.7888, 2.4033, 0.94261, 0.86583, 0.94243, 0.75574, 1.5672, 0.93137, 1.9489, 0.00604, 0.00604, 0.00604
 42, 2.334, 1.7828, 2.4016, 0.9439, 0.8657, 0.94252, 0.75615, 1.5665, 0.93003, 1.9486, 0.005941, 0.005941, 0.005941
 43, 2.322, 1.7811, 2.3988, 0.94533, 0.86592, 0.94284, 0.75684, 1.565, 0.92976, 1.9479, 0.005842, 0.005842, 0.005842
 44, 2.3106, 1.7638, 2.3911, 0.94339, 0.86728, 0.94274, 0.75639, 1.5639, 0.92975, 1.9472, 0.005743, 0.005743, 0.005743
 45, 2.3161, 1.7719, 2.3936, 0.94631, 0.86515, 0.94275, 0.7569, 1.5631, 0.92829, 1.9462, 0.005644, 0.005644, 0.005644
 46, 2.3017, 1.7515, 2.3811, 0.94443, 0.86669, 0.943, 0.757, 1.5634, 0.92636, 1.9457, 0.005545, 0.005545, 0.005545
 47, 2.3049, 1.7555, 2.3823, 0.94132, 0.86704, 0.94288, 0.75718, 1.5625, 0.92497, 1.9449, 0.005446, 0.005446, 0.005446
 48, 2.3029, 1.7471, 2.3767, 0.94299, 0.8669, 0.94303, 0.75718, 1.5619, 0.92396, 1.9438, 0.005347, 0.005347, 0.005347
 49, 2.2956, 1.737, 2.3792, 0.94292, 0.8664, 0.94292, 0.75746, 1.5609, 0.92171, 1.9427, 0.005248, 0.005248, 0.005248
 50, 2.2987, 1.7485, 2.3745, 0.94302, 0.86679, 0.9432, 0.75799, 1.5603, 0.91908, 1.9418, 0.005149, 0.005149, 0.005149
 51, 2.2972, 1.7479, 2.3736, 0.94185, 0.86811, 0.94314, 0.75814, 1.5593, 0.91896, 1.9406, 0.00505, 0.00505, 0.00505
 52, 2.2744, 1.7172, 2.366, 0.94083, 0.86804, 0.94328, 0.75785, 1.5579, 0.91837, 1.9397, 0.004951, 0.004951, 0.004951
 53, 2.2683, 1.714, 2.3673, 0.938, 0.87148, 0.94366, 0.75844, 1.5577, 0.91498, 1.9395, 0.004852, 0.004852, 0.004852
 54, 2.2658, 1.7069, 2.3599, 0.94, 0.87196, 0.94408, 0.75883, 1.5574, 0.91164, 1.939, 0.004753, 0.004753, 0.004753
 55, 2.2569, 1.6982, 2.3517, 0.94028, 0.87143, 0.9441, 0.75897, 1.5565, 0.90963, 1.9379, 0.004654, 0.004654, 0.004654
 56, 2.2553, 1.6888, 2.3488, 0.94089, 0.87041, 0.94436, 0.75954, 1.5558, 0.9076, 1.9365, 0.004555, 0.004555, 0.004555
 57, 2.2462, 1.6825, 2.3428, 0.94287, 0.86805, 0.94453, 0.75952, 1.5557, 0.9056, 1.9358, 0.004456, 0.004456, 0.004456
 58, 2.2523, 1.6897, 2.3467, 0.94506, 0.86671, 0.94435, 0.75921, 1.5552, 0.90458, 1.9354, 0.004357, 0.004357, 0.004357
 59, 2.2495, 1.6842, 2.3416, 0.94245, 0.86882, 0.94431, 0.75966, 1.5532, 0.90387, 1.9335, 0.004258, 0.004258, 0.004258
 60, 2.2454, 1.6745, 2.3416, 0.9428, 0.87081, 0.94455, 0.7599, 1.5527, 0.90104, 1.9332, 0.004159, 0.004159, 0.004159
 61, 2.2338, 1.6614, 2.3344, 0.94224, 0.86965, 0.94459, 0.76008, 1.5522, 0.89994, 1.9322, 0.00406, 0.00406, 0.00406
 62, 2.2192, 1.6523, 2.324, 0.9423, 0.87179, 0.94484, 0.76083, 1.5518, 0.89594, 1.9318, 0.003961, 0.003961, 0.003961
 63, 2.2238, 1.6515, 2.3318, 0.94207, 0.8724, 0.94518, 0.76113, 1.5506, 0.89363, 1.9308, 0.003862, 0.003862, 0.003862
 64, 2.209, 1.6473, 2.3234, 0.94238, 0.8724, 0.94491, 0.76102, 1.55, 0.89293, 1.9302, 0.003763, 0.003763, 0.003763
 65, 2.2046, 1.6376, 2.3251, 0.94381, 0.87294, 0.94507, 0.76164, 1.5487, 0.89084, 1.929, 0.003664, 0.003664, 0.003664
 66, 2.2045, 1.6341, 2.3257, 0.94286, 0.87292, 0.94548, 0.76208, 1.5482, 0.88864, 1.9286, 0.003565, 0.003565, 0.003565
 67, 2.2086, 1.637, 2.3201, 0.94048, 0.87457, 0.94578, 0.76245, 1.5471, 0.88712, 1.9279, 0.003466, 0.003466, 0.003466
 68, 2.2088, 1.6303, 2.3163, 0.94294, 0.87295, 0.9463, 0.76276, 1.5462, 0.88533, 1.9267, 0.003367, 0.003367, 0.003367
 69, 2.1974, 1.6182, 2.3099, 0.94272, 0.87318, 0.9463, 0.7629, 1.5458, 0.88372, 1.9264, 0.003268, 0.003268, 0.003268
 70, 2.1842, 1.6022, 2.299, 0.94379, 0.87295, 0.94643, 0.76274, 1.5454, 0.88167, 1.9261, 0.003169, 0.003169, 0.003169
 71, 2.1942, 1.6199, 2.3151, 0.94329, 0.87393, 0.9466, 0.76299, 1.5445, 0.88044, 1.9247, 0.00307, 0.00307, 0.00307
 72, 2.1718, 1.5993, 2.298, 0.94301, 0.87536, 0.94683, 0.76338, 1.5434, 0.87794, 1.9239, 0.002971, 0.002971, 0.002971
 73, 2.1742, 1.5979, 2.3035, 0.94496, 0.87332, 0.94707, 0.76383, 1.5433, 0.87521, 1.9236, 0.002872, 0.002872, 0.002872
 74, 2.1662, 1.5859, 2.2908, 0.9441, 0.87446, 0.94742, 0.76426, 1.5425, 0.87339, 1.9227, 0.002773, 0.002773, 0.002773
 75, 2.1585, 1.5788, 2.2919, 0.94449, 0.87454, 0.94753, 0.76458, 1.5423, 0.87109, 1.9227, 0.002674, 0.002674, 0.002674
 76, 2.1541, 1.5722, 2.2885, 0.94561, 0.87378, 0.94781, 0.76473, 1.5406, 0.87055, 1.9214, 0.002575, 0.002575, 0.002575
 77, 2.1416, 1.5613, 2.2832, 0.94431, 0.87469, 0.94785, 0.76512, 1.5403, 0.86866, 1.9205, 0.002476, 0.002476, 0.002476
 78, 2.1426, 1.5648, 2.2782, 0.94295, 0.87584, 0.94793, 0.76544, 1.5396, 0.86755, 1.9193, 0.002377, 0.002377, 0.002377
 79, 2.1407, 1.5532, 2.2801, 0.94509, 0.87523, 0.94813, 0.76586, 1.5384, 0.86521, 1.9185, 0.002278, 0.002278, 0.002278
 80, 2.1179, 1.5432, 2.2736, 0.94707, 0.87281, 0.94829, 0.76611, 1.5375, 0.86413, 1.9176, 0.002179, 0.002179, 0.002179
 81, 2.1189, 1.5378, 2.2689, 0.94705, 0.87383, 0.94835, 0.76634, 1.5373, 0.86174, 1.9175, 0.00208, 0.00208, 0.00208
 82, 2.1105, 1.5319, 2.2645, 0.9459, 0.87555, 0.94874, 0.7666, 1.5357, 0.86024, 1.9164, 0.001981, 0.001981, 0.001981
 83, 2.1127, 1.5396, 2.2729, 0.94408, 0.87592, 0.9488, 0.76682, 1.5352, 0.85979, 1.9158, 0.001882, 0.001882, 0.001882
 84, 2.1024, 1.5124, 2.2633, 0.94656, 0.875, 0.94889, 0.76735, 1.5336, 0.85941, 1.9147, 0.001783, 0.001783, 0.001783
 85, 2.0901, 1.5062, 2.2553, 0.94633, 0.87494, 0.94904, 0.76753, 1.5334, 0.85676, 1.9142, 0.001684, 0.001684, 0.001684
 86, 2.0973, 1.5113, 2.2531, 0.94673, 0.87546, 0.94941, 0.76781, 1.533, 0.85474, 1.9138, 0.001585, 0.001585, 0.001585
 87, 2.0847, 1.5008, 2.2505, 0.94693, 0.87546, 0.94951, 0.76818, 1.5321, 0.85257, 1.9138, 0.001486, 0.001486, 0.001486
 88, 2.0786, 1.4996, 2.2425, 0.9457, 0.87614, 0.94949, 0.76813, 1.5315, 0.85205, 1.9128, 0.001387, 0.001387, 0.001387
 89, 2.0755, 1.4831, 2.2443, 0.94721, 0.8763, 0.94973, 0.7683, 1.5314, 0.84969, 1.9123, 0.001288, 0.001288, 0.001288
 90, 2.0648, 1.475, 2.2431, 0.94687, 0.87615, 0.94968, 0.76848, 1.5311, 0.84994, 1.9115, 0.001189, 0.001189, 0.001189
 91, 1.9894, 1.191, 2.2184, 0.94468, 0.87829, 0.94954, 0.76877, 1.5308, 0.8496, 1.9108, 0.00109, 0.00109, 0.00109
 92, 1.9753, 1.1712, 2.2094, 0.9472, 0.87706, 0.95001, 0.76908, 1.5302, 0.84866, 1.9098, 0.000991, 0.000991, 0.000991
 93, 1.9562, 1.1557, 2.1959, 0.94556, 0.87775, 0.95041, 0.76954, 1.5299, 0.8469, 1.909, 0.000892, 0.000892, 0.000892
 94, 1.949, 1.1504, 2.1895, 0.94778, 0.87561, 0.95007, 0.76957, 1.5291, 0.84649, 1.9082, 0.000793, 0.000793, 0.000793
 95, 1.9292, 1.1381, 2.1841, 0.94616, 0.87699, 0.95016, 0.76958, 1.5296, 0.84515, 1.9083, 0.000694, 0.000694, 0.000694
 96, 1.9223, 1.134, 2.1835, 0.94976, 0.87408, 0.95005, 0.76961, 1.5295, 0.8444, 1.9082, 0.000595, 0.000595, 0.000595
 97, 1.9135, 1.121, 2.1787, 0.94963, 0.87484, 0.95016, 0.76978, 1.5295, 0.84288, 1.9081, 0.000496, 0.000496, 0.000496
 98, 1.9054, 1.1183, 2.1696, 0.94886, 0.87523, 0.95011, 0.77013, 1.5285, 0.84236, 1.9073, 0.000397, 0.000397, 0.000397
 99, 1.8909, 1.109, 2.1666, 0.9487, 0.87515, 0.95028, 0.7704, 1.5283, 0.8409, 1.9071, 0.000298, 0.000298, 0.000298
 100, 1.8891, 1.1012, 2.1687, 0.94845, 0.87492, 0.9503, 0.77059, 1.5278, 0.84135, 1.9071, 0.000199, 0.000199, 0.000199