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  1. .gitattributes +6 -14
  2. rtdetr-x.pt → 29.pdema +2 -2
  3. runs/detect/RTDETR/events.out.tfevents.1715739410.a731a84dd326.123.0 → 29.pdopt +2 -2
  4. runs/detect/RTDETR/events.out.tfevents.1715649540.e6c072adb760.143.0 → 29.pdparams +2 -2
  5. runs/detect/RTDETR/events.out.tfevents.1715694261.6a2d8cb99c24.161.0 → best_model.pdema +2 -2
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  7. best_model.pdparams +3 -0
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  14. runs/detect/RTDETR/train_batch2.jpg +0 -3
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  17. runs/detect/RTDETR/weights/epoch50.pt +0 -3
  18. runs/detect/RTDETR/weights/last.pt +0 -3
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  30. wandb/run-20240514_011900-d0zhpk4t/logs/debug.log +0 -30
  31. wandb/run-20240514_011900-d0zhpk4t/run-d0zhpk4t.wandb +0 -3
  32. wandb/run-20240514_134421-rr61r5sa/files/conda-environment.yaml +0 -0
  33. wandb/run-20240514_134421-rr61r5sa/files/config.yaml +0 -364
  34. wandb/run-20240514_134421-rr61r5sa/files/media/images/labels_45_d6f228f8aa5fae43804f.jpg +0 -3
  35. wandb/run-20240514_134421-rr61r5sa/files/output.log +0 -0
  36. wandb/run-20240514_134421-rr61r5sa/files/requirements.txt +0 -865
  37. wandb/run-20240514_134421-rr61r5sa/files/wandb-metadata.json +0 -65
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  42. wandb/run-20240515_021650-bpsvopv0/files/conda-environment.yaml +0 -0
  43. wandb/run-20240515_021650-bpsvopv0/files/config.yaml +0 -364
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- 26, 1.2341, 0.4268, 0.153, 0.44202, 0.27219, 0.27199, 0.13775, 0.98153, 0.50516, 0.10482, 0.009175, 0.009175, 0.009175
28
- 27, 1.2498, 0.42267, 0.15491, 0.42823, 0.27603, 0.2715, 0.12469, 1.02, 0.50008, 0.10766, 0.009142, 0.009142, 0.009142
29
- 28, 1.2375, 0.43307, 0.15427, 0.42352, 0.28248, 0.28369, 0.14825, 0.94212, 0.52406, 0.09816, 0.009109, 0.009109, 0.009109
30
- 29, 1.208, 0.43587, 0.14655, 0.441, 0.28936, 0.28817, 0.14233, 0.95135, 0.52512, 0.10199, 0.009076, 0.009076, 0.009076
31
- 30, 1.2373, 0.42799, 0.14688, 0.42199, 0.28613, 0.28003, 0.14277, 0.95558, 0.52122, 0.09864, 0.009043, 0.009043, 0.009043
32
- 31, 1.2227, 0.43187, 0.15297, 0.44898, 0.28168, 0.28378, 0.14775, 0.9674, 0.50965, 0.09987, 0.00901, 0.00901, 0.00901
33
- 32, 1.2177, 0.43492, 0.15018, 0.46386, 0.31153, 0.31168, 0.16762, 0.88469, 0.54597, 0.09145, 0.008977, 0.008977, 0.008977
34
- 33, 1.2193, 0.42925, 0.1439, 0.47416, 0.30814, 0.30961, 0.1686, 0.89821, 0.52816, 0.09393, 0.008944, 0.008944, 0.008944
35
- 34, 1.209, 0.43225, 0.14407, 0.44456, 0.29483, 0.29287, 0.15854, 0.912, 0.53141, 0.09678, 0.008911, 0.008911, 0.008911
36
- 35, 1.2295, 0.42699, 0.14557, 0.45905, 0.28266, 0.28893, 0.15811, 0.95782, 0.50174, 0.09534, 0.008878, 0.008878, 0.008878
37
- 36, 1.2266, 0.42832, 0.14868, 0.49401, 0.30367, 0.31481, 0.1736, 0.90795, 0.52676, 0.09735, 0.008845, 0.008845, 0.008845
38
- 37, 1.2236, 0.43227, 0.14926, 0.47031, 0.30618, 0.31419, 0.16267, 0.91186, 0.52742, 0.094, 0.008812, 0.008812, 0.008812
39
- 38, 1.2024, 0.43676, 0.14094, 0.47585, 0.31445, 0.31975, 0.16966, 0.92001, 0.51815, 0.09142, 0.008779, 0.008779, 0.008779
40
- 39, 1.195, 0.43776, 0.13938, 0.46556, 0.31399, 0.31612, 0.16514, 0.8957, 0.53128, 0.0937, 0.008746, 0.008746, 0.008746
41
- 40, 1.2007, 0.43418, 0.14209, 0.46511, 0.31026, 0.30941, 0.16339, 0.89698, 0.52733, 0.09241, 0.008713, 0.008713, 0.008713
42
- 41, 1.1958, 0.43763, 0.14055, 0.42159, 0.27804, 0.28183, 0.13038, 0.98783, 0.50957, 0.09655, 0.00868, 0.00868, 0.00868
43
- 42, 1.1599, 0.44601, 0.13515, 0.47045, 0.29103, 0.29887, 0.15695, 0.94586, 0.50356, 0.09514, 0.008647, 0.008647, 0.008647
44
- 43, 1.1752, 0.44193, 0.13902, 0.46848, 0.29787, 0.30419, 0.15874, 0.94864, 0.50658, 0.09394, 0.008614, 0.008614, 0.008614
45
- 44, 1.1724, 0.44263, 0.13859, 0.48357, 0.31868, 0.3236, 0.17646, 0.88712, 0.53271, 0.09072, 0.008581, 0.008581, 0.008581
46
- 45, 1.2201, 0.43283, 0.14454, 0.50416, 0.33654, 0.34641, 0.19354, 0.84094, 0.54387, 0.08601, 0.008548, 0.008548, 0.008548
47
- 46, 1.2342, 0.41894, 0.14341, 0.50278, 0.32637, 0.33269, 0.1779, 0.88519, 0.52226, 0.08932, 0.008515, 0.008515, 0.008515
48
- 47, 1.1987, 0.43101, 0.13786, 0.48962, 0.32263, 0.32667, 0.17279, 0.88141, 0.53607, 0.08764, 0.008482, 0.008482, 0.008482
49
- 48, 1.1947, 0.43118, 0.13784, 0.49004, 0.32185, 0.32364, 0.17533, 0.89511, 0.51973, 0.0931, 0.008449, 0.008449, 0.008449
50
- 49, 1.2019, 0.43364, 0.13898, 0.4607, 0.30309, 0.30171, 0.14748, 0.97463, 0.51304, 0.09529, 0.008416, 0.008416, 0.008416
51
- 50, 1.1729, 0.44261, 0.13692, 0.47648, 0.32601, 0.32734, 0.17786, 0.87124, 0.54342, 0.08724, 0.008383, 0.008383, 0.008383
52
- 51, 1.1472, 0.44945, 0.13322, 0.49176, 0.33573, 0.34282, 0.18441, 0.84879, 0.54852, 0.08526, 0.00835, 0.00835, 0.00835
53
- 52, 1.1778, 0.43646, 0.13471, 0.4713, 0.32664, 0.32675, 0.17516, 0.88968, 0.52795, 0.08695, 0.008317, 0.008317, 0.008317
54
- 53, 1.1799, 0.44267, 0.13558, 0.47877, 0.33038, 0.3308, 0.17394, 0.86142, 0.53805, 0.08671, 0.008284, 0.008284, 0.008284
55
- 54, 1.1656, 0.44683, 0.13412, 0.49492, 0.33933, 0.34085, 0.19178, 0.84782, 0.54534, 0.08517, 0.008251, 0.008251, 0.008251
56
- 55, 1.1751, 0.43476, 0.12895, 0.49713, 0.33015, 0.33622, 0.1767, 0.88115, 0.52951, 0.08886, 0.008218, 0.008218, 0.008218
57
- 56, 1.1616, 0.44637, 0.1344, 0.47162, 0.33465, 0.33133, 0.17293, 0.88311, 0.53791, 0.08874, 0.008185, 0.008185, 0.008185
58
- 57, 1.1215, 0.4535, 0.12258, 0.51987, 0.34188, 0.35156, 0.19205, 0.84242, 0.54286, 0.08482, 0.008152, 0.008152, 0.008152
59
- 58, 1.1701, 0.43922, 0.13494, 0.50238, 0.3352, 0.33903, 0.181, 0.87639, 0.52931, 0.08718, 0.008119, 0.008119, 0.008119
60
- 59, 1.199, 0.43165, 0.13482, 0.50097, 0.34251, 0.34899, 0.18711, 0.8527, 0.53525, 0.08907, 0.008086, 0.008086, 0.008086
61
- 60, 1.1396, 0.44965, 0.12497, 0.47357, 0.33319, 0.3299, 0.18126, 0.87274, 0.53111, 0.08535, 0.008053, 0.008053, 0.008053
62
- 61, 1.1582, 0.44684, 0.1291, 0.47678, 0.32791, 0.3299, 0.17584, 0.91092, 0.52465, 0.08969, 0.00802, 0.00802, 0.00802
63
- 62, 1.1354, 0.45116, 0.12151, 0.49298, 0.33941, 0.34035, 0.18116, 0.852, 0.54325, 0.08429, 0.007987, 0.007987, 0.007987
64
- 63, 1.1764, 0.44109, 0.13379, 0.50646, 0.35066, 0.35389, 0.19722, 0.83224, 0.54587, 0.08454, 0.007954, 0.007954, 0.007954
65
- 64, 1.1826, 0.43407, 0.13269, 0.49828, 0.34092, 0.34374, 0.18515, 0.86724, 0.52834, 0.08928, 0.007921, 0.007921, 0.007921
66
- 65, 1.1397, 0.45416, 0.12567, 0.51605, 0.35499, 0.36086, 0.19791, 0.83725, 0.54462, 0.08485, 0.007888, 0.007888, 0.007888
67
- 66, 1.1345, 0.44841, 0.12444, 0.48428, 0.3359, 0.33657, 0.18336, 0.87499, 0.53234, 0.0868, 0.007855, 0.007855, 0.007855
68
- 67, 1.0895, 0.46767, 0.11779, 0.53195, 0.35883, 0.36836, 0.20846, 0.80805, 0.55182, 0.08191, 0.007822, 0.007822, 0.007822
69
- 68, 1.1274, 0.44797, 0.12169, 0.47645, 0.33443, 0.32883, 0.16095, 0.91353, 0.53655, 0.08917, 0.007789, 0.007789, 0.007789
70
- 69, 1.15, 0.44008, 0.1252, 0.50267, 0.35566, 0.35795, 0.19724, 0.84284, 0.53986, 0.08347, 0.007756, 0.007756, 0.007756
71
- 70, 1.1709, 0.43934, 0.12507, 0.50902, 0.35648, 0.35722, 0.19622, 0.83792, 0.5444, 0.08527, 0.007723, 0.007723, 0.007723
72
- 71, 1.0993, 0.4629, 0.11844, 0.51749, 0.35892, 0.36545, 0.20832, 0.80234, 0.55511, 0.08116, 0.00769, 0.00769, 0.00769
73
- 72, 1.1304, 0.44688, 0.12191, 0.52766, 0.36293, 0.36918, 0.21209, 0.80092, 0.54973, 0.08077, 0.007657, 0.007657, 0.007657
74
- 73, 1.122, 0.44556, 0.11835, 0.52027, 0.35609, 0.35917, 0.19847, 0.83365, 0.54323, 0.08428, 0.007624, 0.007624, 0.007624
75
- 74, 1.142, 0.44299, 0.12377, 0.51866, 0.35608, 0.36208, 0.20515, 0.82466, 0.54337, 0.08373, 0.007591, 0.007591, 0.007591
76
- 75, 1.1065, 0.45428, 0.12012, 0.50865, 0.3545, 0.35492, 0.19673, 0.83727, 0.54344, 0.08296, 0.007558, 0.007558, 0.007558
77
- 76, 1.1215, 0.4506, 0.12, 0.51407, 0.35026, 0.35567, 0.19774, 0.84513, 0.5351, 0.08305, 0.007525, 0.007525, 0.007525
78
- 77, 1.0923, 0.45577, 0.11509, 0.5297, 0.36257, 0.36768, 0.20905, 0.80239, 0.54524, 0.08038, 0.007492, 0.007492, 0.007492
79
- 78, 1.1132, 0.45337, 0.12022, 0.53075, 0.36079, 0.36686, 0.21042, 0.80462, 0.54547, 0.08021, 0.007459, 0.007459, 0.007459
80
- 79, 1.1209, 0.4482, 0.1189, 0.52935, 0.36323, 0.36776, 0.20554, 0.81267, 0.54293, 0.08211, 0.007426, 0.007426, 0.007426
81
- 80, 1.1279, 0.44769, 0.11981, 0.52505, 0.35674, 0.3617, 0.20496, 0.82574, 0.5398, 0.08284, 0.007393, 0.007393, 0.007393
82
- 81, 1.1225, 0.44541, 0.119, 0.52299, 0.36282, 0.36644, 0.20816, 0.81742, 0.54237, 0.08124, 0.00736, 0.00736, 0.00736
83
- 82, 1.1625, 0.43731, 0.12789, 0.53106, 0.36201, 0.36873, 0.20928, 0.82403, 0.53535, 0.0829, 0.007327, 0.007327, 0.007327
84
- 83, 1.1641, 0.43172, 0.12493, 0.52128, 0.33852, 0.34271, 0.18231, 0.89465, 0.51214, 0.0881, 0.007294, 0.007294, 0.007294
85
- 84, 1.1913, 0.43218, 0.13604, 0.52859, 0.3529, 0.35733, 0.19253, 0.86956, 0.5292, 0.08874, 0.007261, 0.007261, 0.007261
86
- 85, 1.0804, 0.46765, 0.11469, 0.527, 0.36006, 0.36735, 0.20616, 0.82609, 0.55289, 0.08163, 0.007228, 0.007228, 0.007228
87
- 86, 1.1076, 0.45243, 0.11943, 0.52715, 0.36038, 0.36636, 0.20254, 0.82683, 0.54901, 0.08081, 0.007195, 0.007195, 0.007195
88
- 87, 1.1291, 0.4493, 0.12268, 0.52323, 0.36221, 0.36185, 0.20578, 0.81763, 0.54331, 0.08127, 0.007162, 0.007162, 0.007162
89
- 88, 1.1571, 0.44072, 0.12613, 0.51987, 0.3547, 0.35722, 0.20211, 0.83361, 0.53485, 0.08415, 0.007129, 0.007129, 0.007129
90
- 89, 1.1692, 0.43777, 0.13026, 0.52082, 0.356, 0.35354, 0.19893, 0.83642, 0.53621, 0.08343, 0.007096, 0.007096, 0.007096
91
- 90, 1.1526, 0.44248, 0.12702, 0.52985, 0.36033, 0.36197, 0.20644, 0.81721, 0.54962, 0.0827, 0.007063, 0.007063, 0.007063
92
- 91, 1.0739, 0.46413, 0.11364, 0.53062, 0.36632, 0.36753, 0.20799, 0.81219, 0.55259, 0.08171, 0.00703, 0.00703, 0.00703
93
- 92, 1.1789, 0.43348, 0.13011, 0.53702, 0.3645, 0.36674, 0.21149, 0.80861, 0.54495, 0.08197, 0.006997, 0.006997, 0.006997
94
- 93, 1.0838, 0.45959, 0.11158, 0.54135, 0.36945, 0.3754, 0.21557, 0.79461, 0.55609, 0.07918, 0.006964, 0.006964, 0.006964
95
- 94, 1.0834, 0.45569, 0.11174, 0.53382, 0.37008, 0.37397, 0.20761, 0.81018, 0.55679, 0.07991, 0.006931, 0.006931, 0.006931
96
- 95, 1.0991, 0.45276, 0.11743, 0.53949, 0.37358, 0.37761, 0.21338, 0.79917, 0.55544, 0.07944, 0.006898, 0.006898, 0.006898
97
- 96, 1.1073, 0.451, 0.11649, 0.53734, 0.36945, 0.37282, 0.21077, 0.80899, 0.54847, 0.0815, 0.006865, 0.006865, 0.006865
98
- 97, 1.2108, 0.42336, 0.13226, 0.54124, 0.36436, 0.36699, 0.21184, 0.81654, 0.53455, 0.0822, 0.006832, 0.006832, 0.006832
99
- 98, 1.0926, 0.45966, 0.11371, 0.54001, 0.37063, 0.373, 0.21399, 0.81397, 0.54575, 0.08107, 0.006799, 0.006799, 0.006799
100
- 99, 1.1409, 0.43559, 0.12103, 0.53418, 0.36439, 0.36721, 0.20905, 0.82602, 0.53795, 0.08202, 0.006766, 0.006766, 0.006766
101
- 100, 1.3, 0.38955, 0.14257, 0.53063, 0.35801, 0.35699, 0.19867, 0.86025, 0.52163, 0.08444, 0.006733, 0.006733, 0.006733
102
- 101, 1.2313, 0.40956, 0.13139, 0.53965, 0.36125, 0.36239, 0.19035, 0.87338, 0.52403, 0.08729, 0.0067, 0.0067, 0.0067
103
- 102, 1.2225, 0.41285, 0.13441, 0.53084, 0.36048, 0.35755, 0.20151, 0.86392, 0.51756, 0.08719, 0.006667, 0.006667, 0.006667
104
- 103, 1.2605, 0.40284, 0.1373, 0.52733, 0.36102, 0.35899, 0.20143, 0.85718, 0.51954, 0.08622, 0.006634, 0.006634, 0.006634
105
- 104, 1.232, 0.41811, 0.13299, 0.52479, 0.36529, 0.36077, 0.20228, 0.85639, 0.52004, 0.08642, 0.006601, 0.006601, 0.006601
106
- 105, 1.2602, 0.40155, 0.13419, 0.52711, 0.37188, 0.36441, 0.20514, 0.85064, 0.51901, 0.08596, 0.006568, 0.006568, 0.006568
107
- 106, 1.264, 0.40649, 0.13935, 0.49498, 0.34175, 0.33968, 0.17054, 0.93908, 0.50238, 0.0903, 0.006535, 0.006535, 0.006535
108
- 107, 1.1062, 0.45122, 0.1156, 0.5229, 0.35874, 0.36045, 0.20358, 0.8629, 0.51959, 0.08511, 0.006502, 0.006502, 0.006502
109
- 108, 1.2402, 0.41365, 0.13777, 0.52055, 0.36302, 0.36336, 0.20421, 0.85385, 0.52435, 0.08504, 0.006469, 0.006469, 0.006469
110
- 109, 1.1167, 0.44772, 0.11538, 0.52109, 0.36898, 0.36907, 0.20988, 0.83272, 0.53755, 0.08362, 0.006436, 0.006436, 0.006436
111
- 110, 1.3427, 0.38092, 0.14598, 0.51996, 0.35917, 0.35957, 0.20239, 0.85323, 0.52714, 0.08464, 0.006403, 0.006403, 0.006403
112
- 111, 1.4399, 0.35251, 0.17022, 0.45204, 0.33102, 0.31834, 0.1469, 0.96102, 0.506, 0.09352, 0.00637, 0.00637, 0.00637
113
- 112, 1.2028, 0.42071, 0.12562, 0.42614, 0.32066, 0.305, 0.13699, 0.97249, 0.50372, 0.09468, 0.006337, 0.006337, 0.006337
114
- 113, 1.0692, 0.46055, 0.10712, 0.4502, 0.33622, 0.32154, 0.16087, 0.91144, 0.51489, 0.08961, 0.006304, 0.006304, 0.006304
115
- 114, 1.0384, 0.46514, 0.1042, 0.46662, 0.34954, 0.33639, 0.17756, 0.87227, 0.52599, 0.08618, 0.006271, 0.006271, 0.006271
116
- 115, 1.0652, 0.45811, 0.10775, 0.49693, 0.36308, 0.35582, 0.19516, 0.83917, 0.53356, 0.08367, 0.006238, 0.006238, 0.006238
117
- 116, 1.0754, 0.45345, 0.10279, 0.52074, 0.3703, 0.36976, 0.20692, 0.8191, 0.5397, 0.08208, 0.006205, 0.006205, 0.006205
118
- 117, 1.2266, 0.41229, 0.13429, 0.53155, 0.37484, 0.37427, 0.2114, 0.8186, 0.53785, 0.08266, 0.006172, 0.006172, 0.006172
119
- 118, 1.0825, 0.45886, 0.10997, 0.52855, 0.37162, 0.37131, 0.20619, 0.82203, 0.54019, 0.08226, 0.006139, 0.006139, 0.006139
120
- 119, 1.1246, 0.44035, 0.11626, 0.53602, 0.37585, 0.37678, 0.21312, 0.81269, 0.53916, 0.08147, 0.006106, 0.006106, 0.006106
121
- 120, 1.3501, 0.37613, 0.14741, 0.53337, 0.37966, 0.37911, 0.21813, 0.80586, 0.53977, 0.08135, 0.006073, 0.006073, 0.006073
122
- 121, 1.5765, 0.31661, 0.19023, 0.53616, 0.37167, 0.37186, 0.20981, 0.83678, 0.5239, 0.08442, 0.00604, 0.00604, 0.00604
123
- 122, 1.2593, 0.39951, 0.13031, 0.52407, 0.36709, 0.36403, 0.20455, 0.86144, 0.51342, 0.08581, 0.006007, 0.006007, 0.006007
124
- 123, 1.4465, 0.36665, 0.17305, 0.52978, 0.35923, 0.35996, 0.1994, 0.86569, 0.50984, 0.08602, 0.005974, 0.005974, 0.005974
125
- 124, 1.0597, 0.45989, 0.10746, 0.52625, 0.36339, 0.36379, 0.19789, 0.85299, 0.51739, 0.08481, 0.005941, 0.005941, 0.005941
126
- 125, 1.1924, 0.42505, 0.11519, 0.5257, 0.36398, 0.36472, 0.20007, 0.84711, 0.52152, 0.0841, 0.005908, 0.005908, 0.005908
127
- 126, 1.4974, 0.33409, 0.16313, 0.52654, 0.36881, 0.36592, 0.20638, 0.8452, 0.52196, 0.08426, 0.005875, 0.005875, 0.005875
128
- 127, 1.1744, 0.42196, 0.11331, 0.5277, 0.36851, 0.3653, 0.2047, 0.85305, 0.5198, 0.0847, 0.005842, 0.005842, 0.005842
129
- 128, 1.4074, 0.35879, 0.15148, 0.531, 0.36746, 0.36553, 0.20344, 0.85932, 0.5165, 0.0855, 0.005809, 0.005809, 0.005809
130
- 129, 1.143, 0.43476, 0.10844, 0.52052, 0.35842, 0.35807, 0.19262, 0.88295, 0.50984, 0.08609, 0.005776, 0.005776, 0.005776
131
- 130, 1.0358, 0.4584, 0.10477, 0.51239, 0.34756, 0.34966, 0.18372, 0.90906, 0.5028, 0.08668, 0.005743, 0.005743, 0.005743
132
- 131, 1.0267, 0.46074, 0.09829, 0.50577, 0.34279, 0.34525, 0.18039, 0.91627, 0.50112, 0.08692, 0.00571, 0.00571, 0.00571
133
- 132, 1.0063, 0.46565, 0.0974, 0.50897, 0.34231, 0.34547, 0.18286, 0.91038, 0.50373, 0.08618, 0.005677, 0.005677, 0.005677
134
- 133, 1.0638, 0.44911, 0.10323, 0.5096, 0.33837, 0.34405, 0.17958, 0.91735, 0.5063, 0.08655, 0.005644, 0.005644, 0.005644
135
- 134, 1.0049, 0.46872, 0.09616, 0.51227, 0.34402, 0.34832, 0.18261, 0.90818, 0.51042, 0.08571, 0.005611, 0.005611, 0.005611
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
runs/detect/RTDETR/train_batch0.jpg DELETED

Git LFS Details

  • SHA256: 2951a6cb9265745c7fa551e482f7a771d6d497e3881ff33a90cebc5ea5ac7ab4
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215
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224
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229
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231
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232
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233
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234
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235
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237
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239
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240
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241
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242
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243
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244
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245
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246
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248
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249
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250
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251
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252
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253
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254
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255
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256
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257
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258
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259
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260
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261
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262
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263
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264
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265
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266
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267
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268
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269
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270
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271
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
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290
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291
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292
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293
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294
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297
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298
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299
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300
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302
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303
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304
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305
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306
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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341
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342
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343
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344
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345
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346
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347
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348
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349
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350
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352
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353
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378
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379
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381
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382
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383
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384
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392
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393
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394
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395
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400
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401
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402
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403
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404
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405
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406
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407
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408
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411
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414
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415
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416
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417
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418
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419
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420
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421
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422
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424
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428
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430
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432
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433
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442
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443
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444
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445
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446
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447
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448
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449
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450
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451
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452
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453
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454
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455
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456
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457
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458
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459
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460
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462
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463
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464
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465
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466
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467
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468
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469
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470
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472
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473
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474
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475
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476
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477
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478
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479
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480
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481
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482
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483
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484
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485
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486
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487
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488
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489
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491
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492
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493
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494
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496
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497
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498
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499
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501
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502
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503
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505
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506
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507
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508
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509
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510
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511
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512
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513
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514
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515
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516
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517
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518
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520
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521
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523
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524
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527
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530
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531
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532
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533
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534
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535
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536
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537
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539
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540
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541
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542
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543
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544
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545
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546
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547
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548
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549
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556
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557
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558
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559
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560
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564
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571
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572
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574
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585
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601
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603
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606
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611
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612
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613
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614
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616
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619
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324
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325
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326
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327
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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341
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342
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343
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344
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345
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346
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347
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348
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349
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350
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352
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353
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354
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355
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358
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359
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361
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362
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363
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364
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365
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366
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368
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369
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372
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373
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375
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376
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377
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378
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379
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380
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381
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382
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383
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384
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385
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386
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387
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388
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389
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390
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391
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392
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393
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394
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395
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396
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397
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399
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400
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401
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402
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403
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404
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405
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406
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407
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408
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409
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410
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411
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412
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413
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414
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415
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416
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417
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418
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419
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420
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421
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422
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423
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424
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425
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426
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427
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428
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429
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430
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431
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432
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433
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434
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435
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436
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437
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438
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439
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440
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441
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442
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443
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444
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445
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446
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447
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448
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449
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450
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451
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452
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453
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454
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455
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456
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457
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458
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459
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460
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461
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462
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463
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464
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465
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466
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467
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468
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469
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470
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471
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472
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473
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474
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475
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476
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477
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478
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479
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480
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481
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482
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483
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484
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485
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486
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487
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488
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489
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490
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491
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492
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493
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494
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495
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496
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497
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498
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499
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500
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501
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502
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503
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505
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506
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507
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508
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509
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510
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511
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512
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513
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514
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515
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516
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517
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518
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519
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520
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521
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522
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523
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524
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526
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527
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529
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530
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531
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532
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533
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534
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535
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536
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537
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538
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539
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540
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541
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542
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543
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544
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545
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546
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547
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548
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549
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550
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551
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552
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553
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554
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555
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556
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557
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558
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559
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560
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561
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562
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563
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564
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565
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567
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568
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569
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571
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572
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573
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574
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577
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578
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579
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580
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581
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582
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583
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584
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585
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586
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587
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588
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589
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590
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591
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593
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594
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595
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598
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599
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600
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601
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602
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603
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604
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605
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606
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607
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609
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610
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611
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612
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613
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614
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615
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616
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617
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618
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619
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620
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621
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622
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623
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624
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625
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626
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627
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628
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630
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632
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633
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634
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635
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636
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637
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638
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639
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640
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641
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642
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643
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644
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645
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646
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647
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648
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649
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650
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651
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652
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654
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655
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656
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657
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658
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659
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661
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662
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666
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667
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668
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671
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678
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679
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681
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682
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686
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688
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689
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690
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691
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692
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694
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695
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696
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698
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699
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700
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701
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702
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703
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704
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705
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706
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707
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709
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710
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711
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712
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715
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716
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717
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718
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719
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722
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724
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725
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726
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727
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728
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729
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730
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731
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732
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733
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734
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735
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736
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737
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738
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740
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741
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742
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743
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744
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745
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746
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747
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748
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749
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750
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751
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752
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753
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754
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755
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756
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757
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758
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759
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760
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761
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762
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763
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764
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765
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767
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768
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769
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770
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771
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772
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773
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774
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775
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776
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777
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778
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779
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780
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781
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782
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783
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784
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785
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790
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791
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792
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793
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794
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795
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796
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797
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798
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799
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800
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801
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802
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803
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804
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805
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806
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807
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808
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809
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810
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812
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813
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814
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816
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817
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818
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819
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820
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822
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825
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826
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828
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830
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831
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832
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833
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835
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836
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837
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838
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839
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840
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841
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842
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843
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- config: {'task': 'detect', 'mode': 'train', 'model': '/kaggle/working/runs/detect/RTDETR/weights/last.pt', 'data': '/opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml', 'epochs': 300, 'time': None, 'patience': 100, 'batch': 8, 'imgsz': 640, 'save': True, 'save_period': 50, 'cache': False, 'device': [0, 1], 'workers': 8, 'project': None, 'name': 'RTDETR', 'exist_ok': False, 'pretrained': True, 'optimizer': 'auto', 'verbose': False, 'seed': 0, 'deterministic': True, 'single_cls': False, 'rect': False, 'cos_lr': False, 'close_mosaic': 10, 'resume': '/kaggle/working/runs/detect/RTDETR/weights/last.pt', 'amp': False, 'fraction': 1.0, 'profile': False, 'freeze': None, 'multi_scale': False, 'overlap_mask': True, 'mask_ratio': 4, 'dropout': 0.0, 'val': True, 'split': 'val', 'save_json': False, 'save_hybrid': False, 'conf': None, 'iou': 0.7, 'max_det': 300, 'half': False, 'dnn': False, 'plots': True, 'source': None, 'vid_stride': 1, 'stream_buffer': False, 'visualize': False, 'augment': False, 'agnostic_nms': False, 'classes': None, 'retina_masks': False, 'embed': None, 'show': False, 'save_frames': False, 'save_txt': False, 'save_conf': False, 'save_crop': False, 'show_labels': True, 'show_conf': True, 'show_boxes': True, 'line_width': None, 'format': 'torchscript', 'keras': False, 'optimize': False, 'int8': False, 'dynamic': False, 'simplify': False, 'opset': None, 'workspace': 4, 'nms': False, 'lr0': 0.01, 'lrf': 0.01, 'momentum': 0.937, 'weight_decay': 0.0005, 'warmup_epochs': 3.0, 'warmup_momentum': 0.8, 'warmup_bias_lr': 0.0, 'box': 7.5, 'cls': 0.5, 'dfl': 1.5, 'pose': 12.0, 'kobj': 1.0, 'label_smoothing': 0.0, 'nbs': 64, 'hsv_h': 0.015, 'hsv_s': 0.7, 'hsv_v': 0.4, 'degrees': 0.0, 'translate': 0.1, 'scale': 0.5, 'shear': 0.0, 'perspective': 0.0, 'flipud': 0.0, 'fliplr': 0.5, 'bgr': 0.0, 'mosaic': 1.0, 'mixup': 0.0, 'copy_paste': 0.0, 'auto_augment': 'randaugment', 'erasing': 0.4, 'crop_fraction': 1.0, 'cfg': None, 'tracker': 'botsort.yaml', 'save_dir': 'runs/detect/RTDETR'}
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