train-v5/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, 1.6511, 2.5289, 1.6398, 0.56088, 0.5153, 0.51262, 0.26069, 1.7624, 1.7547, 1.8632, 0.003325, 0.003325, 0.003325
 2, 1.5567, 1.6458, 1.5219, 0.55779, 0.47127, 0.48553, 0.24889, 1.7799, 1.7868, 1.8292, 0.0065569, 0.0065569, 0.0065569
 3, 1.6308, 1.7882, 1.5888, 0.47467, 0.36081, 0.35255, 0.15667, 2.0672, 2.2539, 2.1588, 0.0096873, 0.0096873, 0.0096873
 4, 1.7175, 1.9333, 1.672, 0.49607, 0.3998, 0.38959, 0.18403, 1.9286, 2.1708, 1.997, 0.0095431, 0.0095431, 0.0095431
 5, 1.6473, 1.8256, 1.6282, 0.56307, 0.47789, 0.51821, 0.25823, 1.8113, 1.7876, 1.878, 0.0093908, 0.0093908, 0.0093908
 6, 1.6148, 1.7357, 1.6032, 0.6035, 0.4962, 0.54385, 0.27981, 1.7579, 1.7232, 1.8027, 0.0092385, 0.0092385, 0.0092385
 7, 1.5849, 1.6943, 1.5866, 0.63153, 0.51555, 0.56518, 0.30176, 1.7036, 1.6421, 1.7962, 0.0090862, 0.0090862, 0.0090862
 8, 1.5541, 1.6239, 1.5501, 0.61429, 0.52384, 0.54998, 0.28993, 1.6532, 1.6507, 1.7552, 0.0089338, 0.0089338, 0.0089338
 9, 1.5371, 1.5556, 1.5277, 0.67079, 0.56676, 0.62448, 0.34205, 1.6413, 1.4679, 1.7076, 0.0087815, 0.0087815, 0.0087815
 10, 1.5095, 1.5385, 1.5167, 0.64764, 0.54373, 0.60182, 0.32415, 1.6486, 1.4807, 1.7533, 0.0086292, 0.0086292, 0.0086292
 11, 1.4948, 1.4868, 1.5024, 0.67457, 0.58076, 0.6486, 0.35425, 1.6322, 1.4125, 1.6857, 0.0084769, 0.0084769, 0.0084769
 12, 1.472, 1.4661, 1.4951, 0.69095, 0.57965, 0.6505, 0.36792, 1.5762, 1.4189, 1.6646, 0.0083246, 0.0083246, 0.0083246
 13, 1.4484, 1.4181, 1.4743, 0.7009, 0.60561, 0.67922, 0.3942, 1.5397, 1.3409, 1.6205, 0.0081723, 0.0081723, 0.0081723
 14, 1.4354, 1.3834, 1.454, 0.73382, 0.59934, 0.67443, 0.39202, 1.5348, 1.3842, 1.5962, 0.00802, 0.00802, 0.00802
 15, 1.4223, 1.374, 1.45, 0.74342, 0.61228, 0.69585, 0.40064, 1.5455, 1.3015, 1.61, 0.0078677, 0.0078677, 0.0078677
 16, 1.4089, 1.3475, 1.4466, 0.732, 0.61818, 0.69671, 0.41274, 1.4909, 1.2789, 1.574, 0.0077154, 0.0077154, 0.0077154
 17, 1.3925, 1.328, 1.4327, 0.75273, 0.6453, 0.71884, 0.42032, 1.4999, 1.2599, 1.5654, 0.0075631, 0.0075631, 0.0075631
 18, 1.3911, 1.3046, 1.4316, 0.74913, 0.62715, 0.71765, 0.42679, 1.4786, 1.2237, 1.5453, 0.0074108, 0.0074108, 0.0074108
 19, 1.3788, 1.2754, 1.4166, 0.75845, 0.64496, 0.72841, 0.43235, 1.4675, 1.1912, 1.5493, 0.0072585, 0.0072585, 0.0072585
 20, 1.3637, 1.256, 1.4035, 0.76223, 0.64445, 0.73301, 0.44172, 1.4552, 1.1941, 1.531, 0.0071062, 0.0071062, 0.0071062
 21, 1.3464, 1.2458, 1.3965, 0.77305, 0.64394, 0.7394, 0.44401, 1.4523, 1.175, 1.5365, 0.0069538, 0.0069538, 0.0069538
 22, 1.345, 1.2219, 1.3815, 0.75893, 0.65898, 0.74054, 0.44475, 1.4447, 1.1624, 1.5449, 0.0068015, 0.0068015, 0.0068015
 23, 1.3319, 1.1989, 1.3768, 0.77702, 0.66389, 0.75171, 0.45899, 1.4387, 1.1394, 1.5022, 0.0066492, 0.0066492, 0.0066492
 24, 1.3212, 1.1897, 1.3728, 0.77186, 0.6793, 0.76135, 0.46561, 1.4151, 1.124, 1.4946, 0.0064969, 0.0064969, 0.0064969
 25, 1.3187, 1.1826, 1.3745, 0.79282, 0.67678, 0.76396, 0.47091, 1.3981, 1.1074, 1.4845, 0.0063446, 0.0063446, 0.0063446
 26, 1.3049, 1.1698, 1.3668, 0.80206, 0.67861, 0.76569, 0.47389, 1.4002, 1.1181, 1.4803, 0.0061923, 0.0061923, 0.0061923
 27, 1.3054, 1.149, 1.354, 0.79712, 0.68356, 0.77329, 0.47712, 1.3882, 1.0685, 1.4768, 0.00604, 0.00604, 0.00604
 28, 1.2895, 1.1289, 1.3488, 0.79629, 0.69117, 0.78074, 0.48263, 1.3953, 1.0556, 1.4832, 0.0058877, 0.0058877, 0.0058877
 29, 1.2785, 1.1251, 1.3408, 0.80064, 0.69564, 0.78013, 0.48088, 1.3777, 1.066, 1.4712, 0.0057354, 0.0057354, 0.0057354
 30, 1.2817, 1.1022, 1.3374, 0.80353, 0.70355, 0.78563, 0.49125, 1.374, 1.0467, 1.4569, 0.0055831, 0.0055831, 0.0055831
 31, 1.2586, 1.0727, 1.3294, 0.81137, 0.70917, 0.79632, 0.49988, 1.3649, 1.0205, 1.4492, 0.0054308, 0.0054308, 0.0054308
 32, 1.2639, 1.0791, 1.3233, 0.79519, 0.70835, 0.79311, 0.49793, 1.3522, 1.0314, 1.4427, 0.0052785, 0.0052785, 0.0052785
 33, 1.2594, 1.0683, 1.3186, 0.82636, 0.70934, 0.80379, 0.50793, 1.3485, 1.0009, 1.4435, 0.0051262, 0.0051262, 0.0051262
 34, 1.2542, 1.047, 1.3205, 0.82678, 0.71079, 0.80308, 0.50855, 1.3397, 0.9894, 1.4404, 0.0049738, 0.0049738, 0.0049738
 35, 1.2439, 1.0473, 1.3114, 0.82242, 0.71315, 0.80769, 0.51338, 1.3343, 0.97583, 1.4321, 0.0048215, 0.0048215, 0.0048215
 36, 1.2261, 1.0211, 1.2999, 0.82037, 0.71717, 0.80907, 0.51498, 1.327, 0.96576, 1.4318, 0.0046692, 0.0046692, 0.0046692
 37, 1.2062, 1.0099, 1.2999, 0.82735, 0.72045, 0.81006, 0.51642, 1.3273, 0.96257, 1.4246, 0.0045169, 0.0045169, 0.0045169
 38, 1.2015, 0.99731, 1.2866, 0.82661, 0.73012, 0.81648, 0.52127, 1.3166, 0.94811, 1.4187, 0.0043646, 0.0043646, 0.0043646
 39, 1.2137, 0.99449, 1.2788, 0.82429, 0.73743, 0.82222, 0.52887, 1.3003, 0.93126, 1.4037, 0.0042123, 0.0042123, 0.0042123
 40, 1.1844, 0.97911, 1.2767, 0.82133, 0.7405, 0.82298, 0.52971, 1.2975, 0.93175, 1.3964, 0.00406, 0.00406, 0.00406
 41, 1.1869, 0.97208, 1.2818, 0.84223, 0.73016, 0.82599, 0.53281, 1.2949, 0.92392, 1.396, 0.0039077, 0.0039077, 0.0039077
 42, 1.1872, 0.95927, 1.2743, 0.83883, 0.74414, 0.83029, 0.53695, 1.289, 0.90717, 1.394, 0.0037554, 0.0037554, 0.0037554
 43, 1.1815, 0.94699, 1.2701, 0.84492, 0.74001, 0.8284, 0.53593, 1.2864, 0.90886, 1.39, 0.0036031, 0.0036031, 0.0036031
 44, 1.1589, 0.92858, 1.2564, 0.84571, 0.73456, 0.82955, 0.53898, 1.2793, 0.90384, 1.3823, 0.0034508, 0.0034508, 0.0034508
 45, 1.1492, 0.92122, 1.2513, 0.84847, 0.7368, 0.83189, 0.54314, 1.2753, 0.89297, 1.3814, 0.0032985, 0.0032985, 0.0032985
 46, 1.1506, 0.90468, 1.2464, 0.84197, 0.75342, 0.83646, 0.54507, 1.2725, 0.88154, 1.3836, 0.0031462, 0.0031462, 0.0031462
 47, 1.1429, 0.90658, 1.2486, 0.85857, 0.74271, 0.8388, 0.54718, 1.2683, 0.87644, 1.3814, 0.0029938, 0.0029938, 0.0029938
 48, 1.1264, 0.87122, 1.2289, 0.85149, 0.74769, 0.83953, 0.55199, 1.2638, 0.86637, 1.3716, 0.0028415, 0.0028415, 0.0028415
 49, 1.1023, 0.86316, 1.2252, 0.86211, 0.74392, 0.84163, 0.55327, 1.2608, 0.865, 1.3685, 0.0026892, 0.0026892, 0.0026892
 50, 1.127, 0.86051, 1.2364, 0.85505, 0.7558, 0.84264, 0.55559, 1.2584, 0.8599, 1.3664, 0.0025369, 0.0025369, 0.0025369
 51, 1.1122, 0.86552, 1.2259, 0.86042, 0.75203, 0.84481, 0.55745, 1.252, 0.85614, 1.3637, 0.0023846, 0.0023846, 0.0023846
 52, 1.0954, 0.83554, 1.2197, 0.86134, 0.75816, 0.84481, 0.55735, 1.2483, 0.85225, 1.3663, 0.0022323, 0.0022323, 0.0022323
 53, 1.074, 0.82932, 1.2106, 0.863, 0.75913, 0.8464, 0.55971, 1.2442, 0.84815, 1.3654, 0.00208, 0.00208, 0.00208
 54, 1.0809, 0.81372, 1.2025, 0.87032, 0.75102, 0.84686, 0.5608, 1.2416, 0.8465, 1.3624, 0.0019277, 0.0019277, 0.0019277
 55, 1.0718, 0.80649, 1.2036, 0.86175, 0.75504, 0.84757, 0.5624, 1.2389, 0.84658, 1.3602, 0.0017754, 0.0017754, 0.0017754
 56, 1.0437, 0.70478, 1.1815, 0.85973, 0.76402, 0.85033, 0.5646, 1.2341, 0.83973, 1.3594, 0.0016231, 0.0016231, 0.0016231
 57, 1.0186, 0.67592, 1.1662, 0.8627, 0.76176, 0.85051, 0.56818, 1.2263, 0.83352, 1.3547, 0.0014708, 0.0014708, 0.0014708
 58, 0.99966, 0.65825, 1.148, 0.86706, 0.76087, 0.85133, 0.56924, 1.2235, 0.82667, 1.356, 0.0013185, 0.0013185, 0.0013185
 59, 1.0028, 0.63989, 1.143, 0.86552, 0.76349, 0.85187, 0.57082, 1.217, 0.82166, 1.354, 0.0011662, 0.0011662, 0.0011662
 60, 0.98149, 0.6317, 1.1414, 0.85777, 0.76752, 0.85171, 0.57216, 1.2127, 0.82122, 1.3526, 0.0010138, 0.0010138, 0.0010138
 61, 0.96714, 0.62436, 1.1297, 0.86715, 0.76511, 0.85412, 0.57389, 1.2076, 0.81466, 1.3516, 0.00086154, 0.00086154, 0.00086154
 62, 0.95772, 0.61171, 1.1274, 0.86653, 0.7685, 0.85507, 0.57556, 1.2041, 0.8113, 1.3498, 0.00070923, 0.00070923, 0.00070923
 63, 0.94853, 0.59583, 1.1124, 0.86489, 0.7686, 0.85609, 0.5759, 1.2037, 0.80838, 1.3501, 0.00055692, 0.00055692, 0.00055692
 64, 0.94115, 0.58868, 1.1148, 0.86499, 0.77044, 0.85685, 0.57747, 1.2028, 0.80431, 1.3494, 0.00040462, 0.00040462, 0.00040462
 65, 0.93594, 0.58896, 1.1155, 0.86782, 0.76993, 0.85751, 0.57842, 1.2027, 0.80183, 1.3495, 0.00025231, 0.00025231, 0.00025231