CSV text
1
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
2
1, 1.5816, 3.5075, 1.9679, 0.61511, 0.1052, 0.07165, 0.03436, 2.0121, 3.9998, 2.5384, 0.00023735, 0.00023735, 0.00023735
3
2, 1.6169, 3.0314, 1.9621, 0.53356, 0.12897, 0.08668, 0.04053, 2.1033, 3.6359, 2.5729, 0.00046882, 0.00046882, 0.00046882
4
3, 1.6329, 2.8534, 1.9754, 0.71422, 0.12332, 0.11046, 0.05187, 2.0358, 3.1946, 2.5675, 0.00069373, 0.00069373, 0.00069373
5
4, 1.6317, 2.7565, 1.9755, 0.74586, 0.1268, 0.12264, 0.06938, 2.0522, 2.9998, 2.4977, 0.00068455, 0.00068455, 0.00068455
6
5, 1.5983, 2.6782, 1.9387, 0.60049, 0.15856, 0.13595, 0.07387, 1.9751, 2.9502, 2.4683, 0.00067473, 0.00067473, 0.00067473
7
6, 1.5587, 2.609, 1.9175, 0.77728, 0.1464, 0.15818, 0.08238, 2.0144, 2.7996, 2.5132, 0.00066491, 0.00066491, 0.00066491
8
7, 1.5181, 2.5244, 1.8855, 0.6305, 0.161, 0.16658, 0.09437, 1.8746, 2.7689, 2.3247, 0.00065509, 0.00065509, 0.00065509
9
8, 1.5042, 2.4932, 1.8743, 0.53662, 0.17417, 0.14895, 0.07758, 1.9858, 2.7418, 2.4231, 0.00064528, 0.00064528, 0.00064528
10
9, 1.5061, 2.4553, 1.8778, 0.69414, 0.16876, 0.1948, 0.10834, 1.9301, 2.5891, 2.3779, 0.00063546, 0.00063546, 0.00063546
11
10, 1.4932, 2.4197, 1.8663, 0.44562, 0.20371, 0.19406, 0.10456, 1.958, 2.564, 2.3455, 0.00062564, 0.00062564, 0.00062564
12
11, 1.4807, 2.3751, 1.8552, 0.43313, 0.23462, 0.22971, 0.12866, 1.8294, 2.5171, 2.3009, 0.00061583, 0.00061583, 0.00061583
13
12, 1.4741, 2.3497, 1.8479, 0.49946, 0.24882, 0.22661, 0.13101, 1.8388, 2.4424, 2.2577, 0.00060601, 0.00060601, 0.00060601
14
13, 1.4396, 2.2944, 1.8249, 0.52902, 0.26019, 0.25441, 0.14557, 1.8123, 2.3561, 2.2733, 0.00059619, 0.00059619, 0.00059619
15
14, 1.4383, 2.2634, 1.8152, 0.52348, 0.23926, 0.24725, 0.14474, 1.7938, 2.3098, 2.2159, 0.00058637, 0.00058637, 0.00058637
16
15, 1.4077, 2.2524, 1.798, 0.60829, 0.2778, 0.2893, 0.17208, 1.7678, 2.3096, 2.2071, 0.00057655, 0.00057655, 0.00057655
17
16, 1.4154, 2.2012, 1.801, 0.49156, 0.28831, 0.27419, 0.16171, 1.7927, 2.2996, 2.2343, 0.00056674, 0.00056674, 0.00056674
18
17, 1.3895, 2.1675, 1.7889, 0.55116, 0.27854, 0.28501, 0.16585, 1.7133, 2.2488, 2.1881, 0.00055692, 0.00055692, 0.00055692
19
18, 1.3993, 2.1678, 1.7952, 0.4334, 0.31045, 0.28678, 0.17638, 1.6953, 2.2172, 2.1753, 0.0005471, 0.0005471, 0.0005471
20
19, 1.3961, 2.1491, 1.787, 0.39195, 0.35266, 0.3169, 0.18753, 1.7092, 2.1635, 2.178, 0.00053728, 0.00053728, 0.00053728
21
20, 1.3833, 2.1279, 1.7827, 0.39495, 0.33767, 0.31821, 0.18704, 1.6734, 2.1751, 2.1483, 0.00052747, 0.00052747, 0.00052747
22
21, 1.3498, 2.0704, 1.7549, 0.45362, 0.36546, 0.35625, 0.20611, 1.6653, 2.0554, 2.1388, 0.00051765, 0.00051765, 0.00051765
23
22, 1.3612, 2.076, 1.7617, 0.52119, 0.30761, 0.31758, 0.19485, 1.6573, 2.0736, 2.1364, 0.00050783, 0.00050783, 0.00050783
24
23, 1.3418, 2.047, 1.7499, 0.43756, 0.37363, 0.34695, 0.21107, 1.6309, 2.0342, 2.0974, 0.00049801, 0.00049801, 0.00049801
25
24, 1.3492, 2.0339, 1.7446, 0.46113, 0.34006, 0.34894, 0.21016, 1.6406, 2.0104, 2.1217, 0.0004882, 0.0004882, 0.0004882
26
25, 1.3375, 2.0248, 1.7429, 0.51046, 0.34962, 0.35826, 0.22102, 1.6264, 1.9798, 2.0853, 0.00047838, 0.00047838, 0.00047838
27
26, 1.3245, 1.9971, 1.739, 0.44973, 0.37349, 0.37554, 0.23022, 1.6145, 1.988, 2.0873, 0.00046856, 0.00046856, 0.00046856
28
27, 1.3318, 1.9789, 1.739, 0.55913, 0.34464, 0.37529, 0.23225, 1.593, 1.9148, 2.0736, 0.00045874, 0.00045874, 0.00045874
29
28, 1.3172, 1.9508, 1.7193, 0.60308, 0.36043, 0.39977, 0.24647, 1.578, 1.9118, 2.0501, 0.00044893, 0.00044893, 0.00044893
30
29, 1.3037, 1.9422, 1.717, 0.51468, 0.40013, 0.40645, 0.25657, 1.5309, 1.9011, 2.0297, 0.00043911, 0.00043911, 0.00043911
31
30, 1.3139, 1.9356, 1.7286, 0.66332, 0.39399, 0.43959, 0.26967, 1.5641, 1.8529, 2.0753, 0.00042929, 0.00042929, 0.00042929
32
31, 1.289, 1.9204, 1.7074, 0.58782, 0.43025, 0.46166, 0.29154, 1.5186, 1.8192, 2.0088, 0.00041947, 0.00041947, 0.00041947
33
32, 1.2821, 1.8764, 1.6992, 0.5553, 0.43624, 0.43866, 0.27818, 1.504, 1.8352, 1.9957, 0.00040966, 0.00040966, 0.00040966
34
33, 1.2729, 1.8552, 1.6865, 0.54778, 0.44642, 0.46456, 0.28939, 1.4974, 1.7765, 1.9763, 0.00039984, 0.00039984, 0.00039984
35
34, 1.2593, 1.8146, 1.6847, 0.49359, 0.44782, 0.44639, 0.27898, 1.5101, 1.8135, 2.0016, 0.00039002, 0.00039002, 0.00039002
36
35, 1.2544, 1.8249, 1.6767, 0.57637, 0.45024, 0.47345, 0.30522, 1.4622, 1.7406, 1.9542, 0.0003802, 0.0003802, 0.0003802
37
36, 1.2594, 1.8117, 1.6786, 0.53127, 0.47416, 0.4904, 0.31299, 1.4422, 1.7143, 1.9589, 0.00037039, 0.00037039, 0.00037039
38
37, 1.243, 1.7915, 1.6671, 0.67131, 0.42775, 0.4958, 0.31682, 1.4445, 1.6627, 1.9359, 0.00036057, 0.00036057, 0.00036057
39
38, 1.233, 1.7609, 1.6604, 0.61997, 0.44384, 0.51131, 0.32867, 1.4393, 1.6147, 1.9533, 0.00035075, 0.00035075, 0.00035075
40
39, 1.2451, 1.7536, 1.6637, 0.62681, 0.43541, 0.49904, 0.32542, 1.4068, 1.6485, 1.9276, 0.00034094, 0.00034094, 0.00034094
41
40, 1.2364, 1.7595, 1.6646, 0.63936, 0.41692, 0.49068, 0.32087, 1.3863, 1.6296, 1.8944, 0.00033112, 0.00033112, 0.00033112
42
41, 1.2267, 1.7237, 1.6518, 0.6592, 0.4558, 0.52444, 0.33869, 1.403, 1.5984, 1.9037, 0.0003213, 0.0003213, 0.0003213
43
42, 1.2165, 1.7309, 1.6479, 0.62671, 0.48342, 0.53008, 0.35007, 1.3731, 1.6004, 1.8843, 0.00031148, 0.00031148, 0.00031148
44
43, 1.2026, 1.7012, 1.6395, 0.64309, 0.47299, 0.51272, 0.33518, 1.3607, 1.6026, 1.8779, 0.00030167, 0.00030167, 0.00030167
45
44, 1.2132, 1.6879, 1.6418, 0.61778, 0.493, 0.54059, 0.35839, 1.3648, 1.5711, 1.869, 0.00029185, 0.00029185, 0.00029185
46
45, 1.1913, 1.6554, 1.6203, 0.61903, 0.47698, 0.53842, 0.36197, 1.3475, 1.5605, 1.8508, 0.00028203, 0.00028203, 0.00028203
47
46, 1.1926, 1.6629, 1.6212, 0.66703, 0.47381, 0.54846, 0.36726, 1.3575, 1.5524, 1.8576, 0.00027221, 0.00027221, 0.00027221
48
47, 1.1783, 1.6313, 1.6191, 0.66379, 0.49945, 0.56129, 0.37336, 1.3344, 1.5254, 1.8496, 0.0002624, 0.0002624, 0.0002624
49
48, 1.1882, 1.6156, 1.6181, 0.71748, 0.49023, 0.58187, 0.3878, 1.3256, 1.5019, 1.8328, 0.00025258, 0.00025258, 0.00025258
50
49, 1.1779, 1.6217, 1.6177, 0.66551, 0.48443, 0.55946, 0.37582, 1.3425, 1.5096, 1.8535, 0.00024276, 0.00024276, 0.00024276
51
50, 1.184, 1.608, 1.6198, 0.69701, 0.47971, 0.57857, 0.38902, 1.3058, 1.4681, 1.8225, 0.00023294, 0.00023294, 0.00023294
52
51, 1.1715, 1.5921, 1.605, 0.73316, 0.51346, 0.60827, 0.40674, 1.2965, 1.4354, 1.8095, 0.00022313, 0.00022313, 0.00022313
53
52, 1.1481, 1.561, 1.5876, 0.70301, 0.5073, 0.6071, 0.41149, 1.2786, 1.4271, 1.79, 0.00021331, 0.00021331, 0.00021331
54
53, 1.1558, 1.5517, 1.5888, 0.75437, 0.51041, 0.61379, 0.41934, 1.2559, 1.3986, 1.7774, 0.00020349, 0.00020349, 0.00020349
55
54, 1.1397, 1.555, 1.5891, 0.70218, 0.52924, 0.61187, 0.41976, 1.2515, 1.3919, 1.7703, 0.00019367, 0.00019367, 0.00019367
56
55, 1.1488, 1.5358, 1.5821, 0.74882, 0.52146, 0.62264, 0.41792, 1.2642, 1.3854, 1.7719, 0.00018385, 0.00018385, 0.00018385
57
56, 1.1321, 1.5348, 1.5775, 0.72898, 0.52112, 0.62584, 0.42581, 1.2288, 1.3713, 1.758, 0.00017404, 0.00017404, 0.00017404
58
57, 1.1352, 1.521, 1.5736, 0.72815, 0.55223, 0.63621, 0.43474, 1.2187, 1.3442, 1.7432, 0.00016422, 0.00016422, 0.00016422
59
58, 1.1267, 1.5064, 1.5736, 0.7365, 0.52306, 0.6341, 0.42971, 1.2153, 1.3401, 1.7373, 0.0001544, 0.0001544, 0.0001544
60
59, 1.1315, 1.512, 1.5757, 0.72618, 0.54787, 0.65362, 0.44606, 1.1927, 1.3397, 1.7217, 0.00014458, 0.00014458, 0.00014458
61
60, 1.1131, 1.4756, 1.5527, 0.71852, 0.54126, 0.65486, 0.44799, 1.1996, 1.326, 1.7225, 0.00013477, 0.00013477, 0.00013477
62
61, 1.1067, 1.4566, 1.5498, 0.75349, 0.55925, 0.66818, 0.4565, 1.1945, 1.3065, 1.7139, 0.00012495, 0.00012495, 0.00012495
63
62, 1.1024, 1.4558, 1.554, 0.71188, 0.56566, 0.65838, 0.45485, 1.1889, 1.298, 1.7078, 0.00011513, 0.00011513, 0.00011513
64
63, 1.1629, 1.3635, 1.7368, 0.76593, 0.54055, 0.66711, 0.45722, 1.1638, 1.2905, 1.6917, 0.00010531, 0.00010531, 0.00010531
65
64, 1.1138, 1.275, 1.6988, 0.73013, 0.56445, 0.6798, 0.47087, 1.1358, 1.2797, 1.6676, 9.5498e-05, 9.5498e-05, 9.5498e-05
66
65, 1.106, 1.2633, 1.691, 0.76119, 0.55499, 0.68971, 0.47961, 1.1151, 1.2537, 1.6527, 8.568e-05, 8.568e-05, 8.568e-05
67
66, 1.0852, 1.2123, 1.6729, 0.74243, 0.57408, 0.69585, 0.48772, 1.1038, 1.2252, 1.6369, 7.5862e-05, 7.5862e-05, 7.5862e-05
68
67, 1.0838, 1.214, 1.6697, 0.76586, 0.56337, 0.69673, 0.48942, 1.0905, 1.2158, 1.6231, 6.6045e-05, 6.6045e-05, 6.6045e-05
69
68, 1.0604, 1.1894, 1.6467, 0.76522, 0.58548, 0.70109, 0.49675, 1.0772, 1.1984, 1.6128, 5.6227e-05, 5.6227e-05, 5.6227e-05
70
69, 1.0558, 1.1803, 1.6401, 0.78023, 0.58058, 0.71278, 0.50285, 1.0658, 1.1872, 1.6031, 4.641e-05, 4.641e-05, 4.641e-05
71
70, 1.0503, 1.1668, 1.6367, 0.77436, 0.59009, 0.71889, 0.50727, 1.0607, 1.1783, 1.599, 3.6592e-05, 3.6592e-05, 3.6592e-05
72
71, 1.0347, 1.1536, 1.6185, 0.7568, 0.60976, 0.71933, 0.51015, 1.0526, 1.1628, 1.5907, 2.6775e-05, 2.6775e-05, 2.6775e-05
73
72, 1.0318, 1.1465, 1.6191, 0.75767, 0.59888, 0.72232, 0.51098, 1.0514, 1.1569, 1.5871, 1.6957e-05, 1.6957e-05, 1.6957e-05
74