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anime_person_detection

Object Detection
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  1. head_detect_v1.1_s/F1_curve.png +0 -0
  2. head_detect_v1.1_s/PR_curve.png +0 -0
  3. head_detect_v1.1_s/P_curve.png +0 -0
  4. head_detect_v1.1_s/R_curve.png +0 -0
  5. head_detect_v1.1_s/confusion_matrix.png +0 -0
  6. head_detect_v1.1_s/model.onnx +0 -3
  7. head_detect_v1.1_s/model.pt +0 -3
  8. head_detect_v1.1_s/results.csv +0 -201
  9. head_detect_v1.1_s/results.png +0 -0
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- 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
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- 97, 0.87757, 0.85913, 1.3461, 0.86672, 0.83023, 0.90026, 0.5989, 1.1504, 0.71139, 1.3957, 0.005248, 0.005248, 0.005248
100
- 98, 0.87405, 0.85107, 1.3438, 0.86326, 0.83381, 0.90037, 0.59884, 1.1496, 0.71008, 1.3944, 0.0051985, 0.0051985, 0.0051985
101
- 99, 0.87603, 0.85018, 1.3426, 0.86246, 0.83429, 0.89964, 0.59876, 1.1495, 0.70951, 1.3944, 0.005149, 0.005149, 0.005149
102
- 100, 0.87447, 0.84579, 1.3408, 0.86027, 0.83818, 0.9002, 0.59898, 1.1495, 0.70872, 1.394, 0.0050995, 0.0050995, 0.0050995
103
- 101, 0.86946, 0.83562, 1.3375, 0.86225, 0.83929, 0.90123, 0.59961, 1.1493, 0.70816, 1.3936, 0.00505, 0.00505, 0.00505
104
- 102, 0.86967, 0.8443, 1.336, 0.86232, 0.83778, 0.90086, 0.59981, 1.1489, 0.70757, 1.393, 0.0050005, 0.0050005, 0.0050005
105
- 103, 0.86734, 0.83895, 1.3365, 0.86349, 0.83906, 0.90118, 0.6001, 1.1486, 0.7069, 1.3924, 0.004951, 0.004951, 0.004951
106
- 104, 0.86573, 0.84126, 1.3398, 0.86545, 0.83586, 0.9018, 0.60011, 1.1493, 0.70561, 1.3926, 0.0049015, 0.0049015, 0.0049015
107
- 105, 0.86211, 0.8381, 1.3335, 0.86637, 0.83476, 0.90198, 0.60011, 1.1496, 0.70378, 1.3932, 0.004852, 0.004852, 0.004852
108
- 106, 0.86264, 0.83919, 1.3355, 0.86667, 0.83381, 0.90179, 0.60007, 1.1492, 0.70325, 1.3929, 0.0048025, 0.0048025, 0.0048025
109
- 107, 0.86376, 0.83661, 1.3364, 0.87142, 0.83119, 0.9017, 0.60035, 1.1493, 0.70223, 1.393, 0.004753, 0.004753, 0.004753
110
- 108, 0.86035, 0.83043, 1.3314, 0.87332, 0.83174, 0.90184, 0.60086, 1.1491, 0.70116, 1.393, 0.0047035, 0.0047035, 0.0047035
111
- 109, 0.85712, 0.82484, 1.327, 0.8715, 0.83286, 0.90207, 0.60101, 1.1492, 0.70048, 1.3933, 0.004654, 0.004654, 0.004654
112
- 110, 0.85765, 0.83435, 1.329, 0.87087, 0.83476, 0.90195, 0.60133, 1.1488, 0.69995, 1.3928, 0.0046045, 0.0046045, 0.0046045
113
- 111, 0.86087, 0.82851, 1.3279, 0.87096, 0.83619, 0.90244, 0.60147, 1.1491, 0.69898, 1.3926, 0.004555, 0.004555, 0.004555
114
- 112, 0.85622, 0.83012, 1.3258, 0.87051, 0.83572, 0.9027, 0.60191, 1.1488, 0.69942, 1.3923, 0.0045055, 0.0045055, 0.0045055
115
- 113, 0.85466, 0.82193, 1.326, 0.86819, 0.83929, 0.90318, 0.60194, 1.1495, 0.69904, 1.393, 0.004456, 0.004456, 0.004456
116
- 114, 0.85107, 0.81653, 1.3212, 0.87134, 0.83649, 0.90323, 0.60222, 1.1503, 0.69772, 1.3934, 0.0044065, 0.0044065, 0.0044065
117
- 115, 0.85624, 0.82238, 1.3246, 0.87397, 0.83572, 0.90375, 0.60204, 1.1507, 0.69723, 1.394, 0.004357, 0.004357, 0.004357
118
- 116, 0.8505, 0.81145, 1.3227, 0.87342, 0.83667, 0.90373, 0.60217, 1.1511, 0.69565, 1.3944, 0.0043075, 0.0043075, 0.0043075
119
- 117, 0.85403, 0.81173, 1.3225, 0.87223, 0.83667, 0.90366, 0.6024, 1.1502, 0.69486, 1.3932, 0.004258, 0.004258, 0.004258
120
- 118, 0.84498, 0.80611, 1.3199, 0.87169, 0.83691, 0.90357, 0.60281, 1.1503, 0.69416, 1.3933, 0.0042085, 0.0042085, 0.0042085
121
- 119, 0.84818, 0.80626, 1.3187, 0.87278, 0.83596, 0.90326, 0.60289, 1.1501, 0.69339, 1.3926, 0.004159, 0.004159, 0.004159
122
- 120, 0.84475, 0.80922, 1.3173, 0.87358, 0.83534, 0.90265, 0.60271, 1.1498, 0.69265, 1.3922, 0.0041095, 0.0041095, 0.0041095
123
- 121, 0.84581, 0.80161, 1.317, 0.87557, 0.83386, 0.90295, 0.60297, 1.1497, 0.69228, 1.3924, 0.00406, 0.00406, 0.00406
124
- 122, 0.84122, 0.79873, 1.3128, 0.8764, 0.83429, 0.90313, 0.60305, 1.1497, 0.69157, 1.392, 0.0040105, 0.0040105, 0.0040105
125
- 123, 0.83579, 0.79668, 1.3081, 0.87731, 0.83713, 0.90344, 0.60319, 1.1495, 0.69066, 1.3916, 0.003961, 0.003961, 0.003961
126
- 124, 0.83824, 0.79548, 1.3099, 0.88377, 0.82904, 0.9029, 0.60327, 1.1502, 0.69049, 1.3921, 0.0039115, 0.0039115, 0.0039115
127
- 125, 0.83001, 0.79268, 1.3084, 0.87645, 0.83561, 0.9031, 0.60346, 1.1512, 0.68933, 1.3928, 0.003862, 0.003862, 0.003862
128
- 126, 0.83798, 0.79136, 1.3113, 0.87897, 0.835, 0.90359, 0.60384, 1.1525, 0.68778, 1.3939, 0.0038125, 0.0038125, 0.0038125
129
- 127, 0.83132, 0.78461, 1.3069, 0.87864, 0.83555, 0.90386, 0.60404, 1.1535, 0.68698, 1.3944, 0.003763, 0.003763, 0.003763
130
- 128, 0.82812, 0.78, 1.301, 0.87842, 0.83553, 0.90404, 0.60421, 1.1541, 0.68538, 1.3947, 0.0037135, 0.0037135, 0.0037135
131
- 129, 0.82413, 0.78222, 1.3005, 0.87751, 0.83871, 0.90416, 0.60409, 1.1554, 0.6845, 1.3958, 0.003664, 0.003664, 0.003664
132
- 130, 0.82955, 0.77821, 1.3046, 0.87739, 0.83604, 0.90415, 0.6047, 1.1551, 0.68315, 1.395, 0.0036145, 0.0036145, 0.0036145
133
- 131, 0.82779, 0.78016, 1.3019, 0.88023, 0.83333, 0.90429, 0.60486, 1.155, 0.68255, 1.3947, 0.003565, 0.003565, 0.003565
134
- 132, 0.82414, 0.77355, 1.2988, 0.88044, 0.83309, 0.90414, 0.60479, 1.1553, 0.68165, 1.3948, 0.0035155, 0.0035155, 0.0035155
135
- 133, 0.8196, 0.77154, 1.2941, 0.87904, 0.83405, 0.9044, 0.60466, 1.1558, 0.68076, 1.3951, 0.003466, 0.003466, 0.003466
136
- 134, 0.82001, 0.77383, 1.2971, 0.87884, 0.83532, 0.90432, 0.60534, 1.1561, 0.68025, 1.395, 0.0034165, 0.0034165, 0.0034165
137
- 135, 0.81639, 0.76666, 1.2951, 0.88047, 0.83476, 0.90447, 0.60499, 1.156, 0.6796, 1.395, 0.003367, 0.003367, 0.003367
138
- 136, 0.80993, 0.76179, 1.2892, 0.88327, 0.83309, 0.90476, 0.60575, 1.1567, 0.67855, 1.3956, 0.0033175, 0.0033175, 0.0033175
139
- 137, 0.81435, 0.76009, 1.2901, 0.88141, 0.83524, 0.90488, 0.60569, 1.157, 0.67767, 1.3962, 0.003268, 0.003268, 0.003268
140
- 138, 0.81234, 0.76, 1.2893, 0.88047, 0.83548, 0.90507, 0.60593, 1.1571, 0.67552, 1.3964, 0.0032185, 0.0032185, 0.0032185
141
- 139, 0.80826, 0.75321, 1.286, 0.88153, 0.83572, 0.90505, 0.60573, 1.1577, 0.67406, 1.397, 0.003169, 0.003169, 0.003169
142
- 140, 0.81099, 0.75128, 1.286, 0.88268, 0.83415, 0.90524, 0.60648, 1.1581, 0.67401, 1.3973, 0.0031195, 0.0031195, 0.0031195
143
- 141, 0.80662, 0.74861, 1.2871, 0.8825, 0.83449, 0.90552, 0.60649, 1.1585, 0.67344, 1.3976, 0.00307, 0.00307, 0.00307
144
- 142, 0.81035, 0.74812, 1.2861, 0.88275, 0.83471, 0.90539, 0.60694, 1.1584, 0.67331, 1.3973, 0.0030205, 0.0030205, 0.0030205
145
- 143, 0.80053, 0.74678, 1.2825, 0.88293, 0.83357, 0.90564, 0.60714, 1.1579, 0.67294, 1.3965, 0.002971, 0.002971, 0.002971
146
- 144, 0.80019, 0.74087, 1.2831, 0.88589, 0.83381, 0.90595, 0.60701, 1.1577, 0.67243, 1.3966, 0.0029215, 0.0029215, 0.0029215
147
- 145, 0.80033, 0.74176, 1.2796, 0.88542, 0.83333, 0.90627, 0.60721, 1.1583, 0.67204, 1.3973, 0.002872, 0.002872, 0.002872
148
- 146, 0.79751, 0.74021, 1.2779, 0.88341, 0.8347, 0.90646, 0.60737, 1.1584, 0.67135, 1.3974, 0.0028225, 0.0028225, 0.0028225
149
- 147, 0.79309, 0.73042, 1.2727, 0.8847, 0.83429, 0.90651, 0.60763, 1.1584, 0.67055, 1.3974, 0.002773, 0.002773, 0.002773
150
- 148, 0.79194, 0.72332, 1.2702, 0.88533, 0.83211, 0.90618, 0.60765, 1.1584, 0.67044, 1.397, 0.0027235, 0.0027235, 0.0027235
151
- 149, 0.78996, 0.72419, 1.2696, 0.88553, 0.83187, 0.9066, 0.60796, 1.1583, 0.66949, 1.3968, 0.002674, 0.002674, 0.002674
152
- 150, 0.78954, 0.72709, 1.2719, 0.88211, 0.83499, 0.90668, 0.60854, 1.1577, 0.6694, 1.3964, 0.0026245, 0.0026245, 0.0026245
153
- 151, 0.78338, 0.71906, 1.2679, 0.88502, 0.83324, 0.90665, 0.60872, 1.1578, 0.66923, 1.3963, 0.002575, 0.002575, 0.002575
154
- 152, 0.78151, 0.71531, 1.2643, 0.88369, 0.83309, 0.90694, 0.60918, 1.1579, 0.66854, 1.3965, 0.0025255, 0.0025255, 0.0025255
155
- 153, 0.77832, 0.71539, 1.2633, 0.88529, 0.83166, 0.90664, 0.60897, 1.1584, 0.66868, 1.3971, 0.002476, 0.002476, 0.002476
156
- 154, 0.77654, 0.70927, 1.2611, 0.88485, 0.83357, 0.90737, 0.60959, 1.1592, 0.66812, 1.3977, 0.0024265, 0.0024265, 0.0024265
157
- 155, 0.77646, 0.70426, 1.2628, 0.88728, 0.83286, 0.90783, 0.60967, 1.16, 0.66745, 1.3982, 0.002377, 0.002377, 0.002377
158
- 156, 0.76962, 0.70523, 1.2576, 0.87798, 0.84096, 0.90797, 0.60969, 1.1608, 0.66685, 1.3992, 0.0023275, 0.0023275, 0.0023275
159
- 157, 0.77063, 0.70264, 1.2555, 0.87895, 0.8414, 0.9076, 0.60988, 1.1618, 0.66582, 1.4002, 0.002278, 0.002278, 0.002278
160
- 158, 0.76374, 0.69856, 1.2529, 0.88555, 0.83386, 0.90715, 0.61025, 1.1629, 0.66612, 1.4012, 0.0022285, 0.0022285, 0.0022285
161
- 159, 0.77145, 0.69393, 1.2548, 0.8846, 0.83381, 0.90717, 0.60989, 1.1635, 0.66638, 1.4017, 0.002179, 0.002179, 0.002179
162
- 160, 0.7614, 0.68784, 1.2473, 0.88283, 0.83539, 0.90739, 0.61004, 1.1635, 0.66581, 1.4019, 0.0021295, 0.0021295, 0.0021295
163
- 161, 0.76106, 0.68649, 1.2486, 0.88237, 0.83528, 0.907, 0.60997, 1.1632, 0.66551, 1.4015, 0.00208, 0.00208, 0.00208
164
- 162, 0.75723, 0.68813, 1.2478, 0.87946, 0.83977, 0.90702, 0.61033, 1.164, 0.66523, 1.4021, 0.0020305, 0.0020305, 0.0020305
165
- 163, 0.75132, 0.67846, 1.2447, 0.89004, 0.82984, 0.90759, 0.61015, 1.1643, 0.66528, 1.4022, 0.001981, 0.001981, 0.001981
166
- 164, 0.75353, 0.67745, 1.2422, 0.88435, 0.83596, 0.90742, 0.61058, 1.1647, 0.66455, 1.4024, 0.0019315, 0.0019315, 0.0019315
167
- 165, 0.75065, 0.67352, 1.2409, 0.88473, 0.83643, 0.90844, 0.61124, 1.1646, 0.66345, 1.4023, 0.001882, 0.001882, 0.001882
168
- 166, 0.74465, 0.66459, 1.2374, 0.88591, 0.83548, 0.90789, 0.61143, 1.1646, 0.66275, 1.4024, 0.0018325, 0.0018325, 0.0018325
169
- 167, 0.74098, 0.6638, 1.2334, 0.88669, 0.83406, 0.9083, 0.61145, 1.1647, 0.66218, 1.4025, 0.001783, 0.001783, 0.001783
170
- 168, 0.74422, 0.65964, 1.2348, 0.88649, 0.83611, 0.90813, 0.61149, 1.1653, 0.66228, 1.4033, 0.0017335, 0.0017335, 0.0017335
171
- 169, 0.73815, 0.65908, 1.2314, 0.88648, 0.83603, 0.90817, 0.61189, 1.1656, 0.6623, 1.4032, 0.001684, 0.001684, 0.001684
172
- 170, 0.73454, 0.65257, 1.2271, 0.88847, 0.83389, 0.90805, 0.61229, 1.1663, 0.66244, 1.4038, 0.0016345, 0.0016345, 0.0016345
173
- 171, 0.72998, 0.64885, 1.2259, 0.89135, 0.83135, 0.90817, 0.61232, 1.1666, 0.66222, 1.4041, 0.001585, 0.001585, 0.001585
174
- 172, 0.73172, 0.65178, 1.2253, 0.89158, 0.83137, 0.90855, 0.61226, 1.1668, 0.6617, 1.4044, 0.0015355, 0.0015355, 0.0015355
175
- 173, 0.72584, 0.64409, 1.2243, 0.89249, 0.83135, 0.9086, 0.61217, 1.1674, 0.66141, 1.4049, 0.001486, 0.001486, 0.001486
176
- 174, 0.71939, 0.63616, 1.2186, 0.89161, 0.83286, 0.90845, 0.61209, 1.1681, 0.66072, 1.4055, 0.0014365, 0.0014365, 0.0014365
177
- 175, 0.7204, 0.63683, 1.2172, 0.89303, 0.83208, 0.90865, 0.61243, 1.1681, 0.66049, 1.4055, 0.001387, 0.001387, 0.001387
178
- 176, 0.71333, 0.62712, 1.2125, 0.89286, 0.83166, 0.90868, 0.61239, 1.1684, 0.66037, 1.4058, 0.0013375, 0.0013375, 0.0013375
179
- 177, 0.71274, 0.62572, 1.2123, 0.89406, 0.83047, 0.90863, 0.61237, 1.1687, 0.66053, 1.4061, 0.001288, 0.001288, 0.001288
180
- 178, 0.71195, 0.62311, 1.2119, 0.89334, 0.83071, 0.90848, 0.6126, 1.1687, 0.66096, 1.4062, 0.0012385, 0.0012385, 0.0012385
181
- 179, 0.70656, 0.6222, 1.2081, 0.89202, 0.83262, 0.90895, 0.61249, 1.1689, 0.66114, 1.4065, 0.001189, 0.001189, 0.001189
182
- 180, 0.70264, 0.61472, 1.2034, 0.89325, 0.83214, 0.90888, 0.61314, 1.1694, 0.6614, 1.4069, 0.0011395, 0.0011395, 0.0011395
183
- 181, 0.70034, 0.60991, 1.2045, 0.89208, 0.83369, 0.90902, 0.61303, 1.1702, 0.6615, 1.4076, 0.00109, 0.00109, 0.00109
184
- 182, 0.6986, 0.6072, 1.2017, 0.89259, 0.83422, 0.90863, 0.61301, 1.1701, 0.66169, 1.4081, 0.0010405, 0.0010405, 0.0010405
185
- 183, 0.69331, 0.6032, 1.1971, 0.89314, 0.83309, 0.90853, 0.61323, 1.1713, 0.66146, 1.409, 0.000991, 0.000991, 0.000991
186
- 184, 0.68701, 0.60032, 1.1941, 0.89359, 0.83293, 0.90852, 0.61326, 1.1713, 0.66118, 1.4094, 0.0009415, 0.0009415, 0.0009415
187
- 185, 0.68643, 0.5953, 1.1922, 0.89291, 0.83309, 0.90835, 0.6127, 1.1713, 0.66112, 1.4098, 0.000892, 0.000892, 0.000892
188
- 186, 0.68519, 0.59513, 1.192, 0.89047, 0.83548, 0.90806, 0.61312, 1.1719, 0.66009, 1.4108, 0.0008425, 0.0008425, 0.0008425
189
- 187, 0.67753, 0.59112, 1.1863, 0.88891, 0.83715, 0.9076, 0.61311, 1.1726, 0.66022, 1.4117, 0.000793, 0.000793, 0.000793
190
- 188, 0.67404, 0.58629, 1.1846, 0.88907, 0.83596, 0.90734, 0.61329, 1.1731, 0.66018, 1.4121, 0.0007435, 0.0007435, 0.0007435
191
- 189, 0.67113, 0.57913, 1.1804, 0.89042, 0.83502, 0.90718, 0.61329, 1.1739, 0.65965, 1.4133, 0.000694, 0.000694, 0.000694
192
- 190, 0.65706, 0.41507, 1.1997, 0.89006, 0.8358, 0.90704, 0.61281, 1.1743, 0.6606, 1.4142, 0.0006445, 0.0006445, 0.0006445
193
- 191, 0.63842, 0.39661, 1.1812, 0.88943, 0.83626, 0.90707, 0.61297, 1.1747, 0.66117, 1.415, 0.000595, 0.000595, 0.000595
194
- 192, 0.62712, 0.38819, 1.1692, 0.89098, 0.836, 0.90726, 0.61276, 1.1751, 0.66252, 1.4156, 0.0005455, 0.0005455, 0.0005455
195
- 193, 0.62183, 0.38076, 1.1647, 0.89166, 0.83597, 0.90675, 0.61271, 1.1757, 0.66346, 1.417, 0.000496, 0.000496, 0.000496
196
- 194, 0.61266, 0.37758, 1.1587, 0.89301, 0.83476, 0.90617, 0.61235, 1.1755, 0.66468, 1.4174, 0.0004465, 0.0004465, 0.0004465
197
- 195, 0.60291, 0.3681, 1.1507, 0.89311, 0.83476, 0.90595, 0.61265, 1.1761, 0.66542, 1.4185, 0.000397, 0.000397, 0.000397
198
- 196, 0.59462, 0.36181, 1.148, 0.89089, 0.83476, 0.9055, 0.61291, 1.1767, 0.66586, 1.4198, 0.0003475, 0.0003475, 0.0003475
199
- 197, 0.58855, 0.35845, 1.1431, 0.89215, 0.835, 0.90522, 0.6131, 1.1771, 0.6655, 1.421, 0.000298, 0.000298, 0.000298
200
- 198, 0.58236, 0.35426, 1.1393, 0.89158, 0.83524, 0.90507, 0.61284, 1.1775, 0.66605, 1.4224, 0.0002485, 0.0002485, 0.0002485
201
- 199, 0.57479, 0.34758, 1.1295, 0.89133, 0.83512, 0.90431, 0.61245, 1.1776, 0.6667, 1.4236, 0.000199, 0.000199, 0.000199
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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