Publish model head_detect_v2.0_m, on 2024-10-19 12:33:03 CST
Browse files- head_detect_v2.0_m/F1_curve.png +0 -0
- head_detect_v2.0_m/PR_curve.png +0 -0
- head_detect_v2.0_m/P_curve.png +0 -0
- head_detect_v2.0_m/R_curve.png +0 -0
- head_detect_v2.0_m/confusion_matrix.png +0 -0
- head_detect_v2.0_m/confusion_matrix_normalized.png +0 -0
- head_detect_v2.0_m/events.out.tfevents.1729255185.c90f959e71b857ee5e9e4c6d2ab74903214e611a77ce805ae0fcd202.33120.0 +3 -0
- head_detect_v2.0_m/labels.jpg +0 -0
- head_detect_v2.0_m/labels.json +3 -0
- head_detect_v2.0_m/labels_correlogram.jpg +0 -0
- head_detect_v2.0_m/model.onnx +3 -0
- head_detect_v2.0_m/model.pt +3 -0
- head_detect_v2.0_m/model_type.json +3 -0
- head_detect_v2.0_m/results.csv +101 -0
- head_detect_v2.0_m/results.png +0 -0
- head_detect_v2.0_m/threshold.json +4 -0
head_detect_v2.0_m/F1_curve.png
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head_detect_v2.0_m/PR_curve.png
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head_detect_v2.0_m/P_curve.png
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head_detect_v2.0_m/R_curve.png
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head_detect_v2.0_m/confusion_matrix.png
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head_detect_v2.0_m/confusion_matrix_normalized.png
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head_detect_v2.0_m/events.out.tfevents.1729255185.c90f959e71b857ee5e9e4c6d2ab74903214e611a77ce805ae0fcd202.33120.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:cb03265e6e89973260443c1a5a56defb56f7a9de6339125bd3ea62aab193abf3
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size 36473651
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head_detect_v2.0_m/labels.jpg
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head_detect_v2.0_m/labels.json
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[
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"head"
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]
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head_detect_v2.0_m/labels_correlogram.jpg
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head_detect_v2.0_m/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:2cecb8d89d38d8902b27d232ff3b69b30ce83d8621fa3f80940b89f5c412e3dd
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size 103461826
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head_detect_v2.0_m/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:dbeec12ad11a28004efe7911b9125ebc32ccc34f277d3898c0693e677eea2dd4
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size 52070565
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head_detect_v2.0_m/model_type.json
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{
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"model_type": "yolo"
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}
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head_detect_v2.0_m/results.csv
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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, 1.4527, 1.235, 1.5111, 0.93045, 0.83556, 0.92476, 0.70332, 0.87442, 0.57311, 1.062, 0.0033319, 0.0033319, 0.0033319
|
3 |
+
2, 1.3139, 0.97141, 1.3747, 0.91861, 0.82928, 0.91002, 0.68173, 0.92269, 0.61433, 1.1039, 0.0065992, 0.0065992, 0.0065992
|
4 |
+
3, 1.3551, 1.0489, 1.4078, 0.91216, 0.80345, 0.89226, 0.6615, 0.94303, 0.67116, 1.1412, 0.0098006, 0.0098006, 0.0098006
|
5 |
+
4, 1.3597, 1.0632, 1.4222, 0.9217, 0.83192, 0.91476, 0.69769, 0.87356, 0.61367, 1.0982, 0.009703, 0.009703, 0.009703
|
6 |
+
5, 1.2947, 0.98028, 1.3834, 0.93336, 0.83618, 0.92101, 0.70519, 0.85801, 0.58101, 1.102, 0.009703, 0.009703, 0.009703
|
7 |
+
6, 1.2469, 0.92255, 1.3485, 0.9337, 0.85243, 0.92815, 0.72249, 0.83057, 0.53223, 1.0824, 0.009604, 0.009604, 0.009604
|
8 |
+
7, 1.2246, 0.89105, 1.3328, 0.93959, 0.85284, 0.93321, 0.73172, 0.80632, 0.50725, 1.063, 0.009505, 0.009505, 0.009505
|
9 |
+
8, 1.1959, 0.85879, 1.3144, 0.94347, 0.85927, 0.93805, 0.74027, 0.7908, 0.49243, 1.0561, 0.009406, 0.009406, 0.009406
|
10 |
+
9, 1.1779, 0.83986, 1.2991, 0.94192, 0.8672, 0.94231, 0.74301, 0.7866, 0.47887, 1.0438, 0.009307, 0.009307, 0.009307
|
11 |
+
10, 1.1613, 0.81693, 1.2931, 0.94388, 0.868, 0.94445, 0.74974, 0.77233, 0.46032, 1.0356, 0.009208, 0.009208, 0.009208
|
12 |
+
11, 1.1492, 0.80236, 1.2846, 0.94458, 0.87456, 0.94617, 0.75299, 0.76718, 0.45067, 1.0314, 0.009109, 0.009109, 0.009109
|
13 |
+
12, 1.142, 0.79485, 1.28, 0.93837, 0.88169, 0.94962, 0.75615, 0.76415, 0.444, 1.0327, 0.00901, 0.00901, 0.00901
|
14 |
+
13, 1.1299, 0.77913, 1.2708, 0.94277, 0.88391, 0.95118, 0.75945, 0.75441, 0.43424, 1.0241, 0.008911, 0.008911, 0.008911
|
15 |
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14, 1.1214, 0.76709, 1.2659, 0.94262, 0.88511, 0.95169, 0.76084, 0.75196, 0.42654, 1.0242, 0.008812, 0.008812, 0.008812
|
16 |
+
15, 1.1087, 0.7576, 1.2519, 0.94993, 0.88232, 0.95335, 0.76373, 0.74724, 0.41709, 1.0166, 0.008713, 0.008713, 0.008713
|
17 |
+
16, 1.1021, 0.75064, 1.253, 0.95372, 0.87865, 0.95423, 0.76537, 0.74506, 0.41581, 1.0149, 0.008614, 0.008614, 0.008614
|
18 |
+
17, 1.0926, 0.7397, 1.2453, 0.9468, 0.88842, 0.95472, 0.76727, 0.74008, 0.41055, 1.0092, 0.008515, 0.008515, 0.008515
|
19 |
+
18, 1.0909, 0.7376, 1.2377, 0.94578, 0.89091, 0.95576, 0.76858, 0.73839, 0.40707, 1.0055, 0.008416, 0.008416, 0.008416
|
20 |
+
19, 1.0844, 0.72867, 1.2397, 0.94606, 0.89122, 0.95595, 0.76897, 0.73703, 0.40463, 1.009, 0.008317, 0.008317, 0.008317
|
21 |
+
20, 1.0748, 0.72422, 1.2363, 0.94694, 0.8945, 0.95639, 0.77089, 0.73572, 0.40233, 1.0094, 0.008218, 0.008218, 0.008218
|
22 |
+
21, 1.0688, 0.71564, 1.2291, 0.94423, 0.89596, 0.95761, 0.77125, 0.73394, 0.39863, 1.0078, 0.008119, 0.008119, 0.008119
|
23 |
+
22, 1.0603, 0.70658, 1.2258, 0.94382, 0.8971, 0.95826, 0.77188, 0.73383, 0.39691, 1.0076, 0.00802, 0.00802, 0.00802
|
24 |
+
23, 1.0616, 0.70597, 1.2254, 0.94905, 0.893, 0.95809, 0.77243, 0.73379, 0.39534, 1.0083, 0.007921, 0.007921, 0.007921
|
25 |
+
24, 1.0566, 0.70271, 1.2211, 0.95048, 0.89101, 0.95847, 0.77298, 0.73341, 0.394, 1.0083, 0.007822, 0.007822, 0.007822
|
26 |
+
25, 1.0524, 0.6927, 1.2243, 0.95127, 0.89043, 0.95883, 0.77451, 0.73248, 0.39195, 1.0093, 0.007723, 0.007723, 0.007723
|
27 |
+
26, 1.0449, 0.68785, 1.2204, 0.95067, 0.89091, 0.95905, 0.77493, 0.73108, 0.39025, 1.0085, 0.007624, 0.007624, 0.007624
|
28 |
+
27, 1.0429, 0.68325, 1.2165, 0.94919, 0.89297, 0.95936, 0.77541, 0.73006, 0.38837, 1.0076, 0.007525, 0.007525, 0.007525
|
29 |
+
28, 1.0441, 0.68102, 1.2112, 0.94859, 0.89468, 0.96003, 0.77581, 0.72987, 0.38743, 1.0066, 0.007426, 0.007426, 0.007426
|
30 |
+
29, 1.0386, 0.68355, 1.2102, 0.94929, 0.89429, 0.96023, 0.77643, 0.72938, 0.38706, 1.0057, 0.007327, 0.007327, 0.007327
|
31 |
+
30, 1.0297, 0.67108, 1.1994, 0.94767, 0.8966, 0.96034, 0.77656, 0.72925, 0.38655, 1.0052, 0.007228, 0.007228, 0.007228
|
32 |
+
31, 1.0283, 0.67157, 1.2058, 0.94779, 0.89593, 0.96032, 0.77646, 0.7284, 0.38564, 1.0049, 0.007129, 0.007129, 0.007129
|
33 |
+
32, 1.0264, 0.66859, 1.1956, 0.94828, 0.896, 0.96047, 0.77694, 0.72789, 0.3847, 1.0043, 0.00703, 0.00703, 0.00703
|
34 |
+
33, 1.0215, 0.66266, 1.1964, 0.94784, 0.89598, 0.96057, 0.77677, 0.72782, 0.38387, 1.0039, 0.006931, 0.006931, 0.006931
|
35 |
+
34, 1.0204, 0.66062, 1.1934, 0.9477, 0.89668, 0.96079, 0.77757, 0.72734, 0.38335, 1.0031, 0.006832, 0.006832, 0.006832
|
36 |
+
35, 1.02, 0.66004, 1.1937, 0.94751, 0.89741, 0.9613, 0.77738, 0.72731, 0.38262, 1.0028, 0.006733, 0.006733, 0.006733
|
37 |
+
36, 1.0188, 0.65634, 1.1897, 0.94721, 0.89777, 0.96135, 0.77724, 0.72739, 0.38189, 1.0023, 0.006634, 0.006634, 0.006634
|
38 |
+
37, 1.0111, 0.65197, 1.1943, 0.9465, 0.89879, 0.96147, 0.77764, 0.72739, 0.38165, 1.0025, 0.006535, 0.006535, 0.006535
|
39 |
+
38, 1.0078, 0.64645, 1.1863, 0.94564, 0.89914, 0.96148, 0.77759, 0.72737, 0.38123, 1.0022, 0.006436, 0.006436, 0.006436
|
40 |
+
39, 1.0059, 0.64174, 1.1827, 0.94562, 0.89934, 0.96162, 0.77788, 0.72757, 0.3805, 1.002, 0.006337, 0.006337, 0.006337
|
41 |
+
40, 1.002, 0.6416, 1.182, 0.94648, 0.89928, 0.96179, 0.77742, 0.72747, 0.37996, 1.0018, 0.006238, 0.006238, 0.006238
|
42 |
+
41, 0.99943, 0.633, 1.1779, 0.94664, 0.89982, 0.9618, 0.77745, 0.72777, 0.37919, 1.0016, 0.006139, 0.006139, 0.006139
|
43 |
+
42, 0.9985, 0.63363, 1.1787, 0.94732, 0.90015, 0.96173, 0.77769, 0.72779, 0.37873, 1.0015, 0.00604, 0.00604, 0.00604
|
44 |
+
43, 0.99218, 0.62837, 1.1804, 0.94831, 0.89893, 0.96188, 0.77776, 0.72774, 0.37826, 1.0015, 0.005941, 0.005941, 0.005941
|
45 |
+
44, 0.9903, 0.63029, 1.1757, 0.94503, 0.90146, 0.96209, 0.77835, 0.72752, 0.37797, 1.0014, 0.005842, 0.005842, 0.005842
|
46 |
+
45, 0.98929, 0.6249, 1.1688, 0.94644, 0.90139, 0.9621, 0.77841, 0.72726, 0.37726, 1.0008, 0.005743, 0.005743, 0.005743
|
47 |
+
46, 0.98901, 0.62457, 1.176, 0.9466, 0.90173, 0.96208, 0.77808, 0.72727, 0.37701, 1.001, 0.005644, 0.005644, 0.005644
|
48 |
+
47, 0.98249, 0.6217, 1.1741, 0.94679, 0.90139, 0.9623, 0.77839, 0.72734, 0.37637, 1.0012, 0.005545, 0.005545, 0.005545
|
49 |
+
48, 0.98099, 0.62042, 1.1714, 0.94629, 0.90243, 0.96256, 0.77868, 0.72733, 0.37559, 1.0013, 0.005446, 0.005446, 0.005446
|
50 |
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49, 0.98187, 0.6185, 1.1684, 0.94604, 0.9031, 0.96258, 0.77888, 0.72718, 0.37468, 1.0012, 0.005347, 0.005347, 0.005347
|
51 |
+
50, 0.97971, 0.61873, 1.1692, 0.94595, 0.90399, 0.96254, 0.77899, 0.72691, 0.37419, 1.0006, 0.005248, 0.005248, 0.005248
|
52 |
+
51, 0.97307, 0.61049, 1.1662, 0.94728, 0.9031, 0.96254, 0.7789, 0.72702, 0.37378, 1.0005, 0.005149, 0.005149, 0.005149
|
53 |
+
52, 0.96891, 0.60505, 1.1575, 0.94742, 0.90344, 0.96257, 0.77908, 0.72742, 0.37327, 1.0005, 0.00505, 0.00505, 0.00505
|
54 |
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53, 0.97029, 0.60722, 1.1711, 0.94773, 0.90386, 0.96284, 0.77924, 0.72733, 0.37291, 1.0007, 0.004951, 0.004951, 0.004951
|
55 |
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54, 0.96435, 0.60264, 1.1588, 0.94908, 0.90366, 0.96297, 0.77946, 0.72738, 0.3722, 1.0009, 0.004852, 0.004852, 0.004852
|
56 |
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55, 0.96197, 0.59965, 1.1509, 0.94898, 0.90324, 0.96261, 0.77967, 0.72729, 0.3716, 1.0005, 0.004753, 0.004753, 0.004753
|
57 |
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56, 0.95537, 0.59564, 1.1435, 0.94886, 0.90331, 0.96266, 0.77988, 0.72734, 0.37097, 0.99952, 0.004654, 0.004654, 0.004654
|
58 |
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57, 0.95684, 0.59342, 1.1492, 0.94767, 0.90518, 0.96275, 0.78002, 0.72751, 0.37047, 0.99928, 0.004555, 0.004555, 0.004555
|
59 |
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|
60 |
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59, 0.95176, 0.58949, 1.153, 0.94769, 0.90488, 0.96286, 0.77982, 0.72763, 0.36958, 0.99906, 0.004357, 0.004357, 0.004357
|
61 |
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60, 0.94837, 0.58461, 1.1435, 0.94851, 0.90442, 0.96295, 0.77981, 0.72758, 0.36904, 0.99874, 0.004258, 0.004258, 0.004258
|
62 |
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61, 0.94393, 0.58304, 1.1399, 0.94884, 0.90435, 0.96288, 0.78004, 0.72745, 0.36815, 0.99814, 0.004159, 0.004159, 0.004159
|
63 |
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62, 0.93764, 0.57519, 1.1425, 0.94705, 0.90501, 0.96314, 0.78015, 0.72767, 0.36773, 0.99812, 0.00406, 0.00406, 0.00406
|
64 |
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63, 0.93598, 0.5765, 1.1408, 0.94674, 0.9057, 0.9633, 0.7802, 0.72755, 0.36689, 0.99803, 0.003961, 0.003961, 0.003961
|
65 |
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64, 0.9328, 0.57244, 1.133, 0.94708, 0.9055, 0.96334, 0.78036, 0.72758, 0.36595, 0.99746, 0.003862, 0.003862, 0.003862
|
66 |
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65, 0.93059, 0.56806, 1.1326, 0.94833, 0.90481, 0.96358, 0.78057, 0.72767, 0.36502, 0.997, 0.003763, 0.003763, 0.003763
|
67 |
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66, 0.92296, 0.56375, 1.1377, 0.94824, 0.90453, 0.96363, 0.78059, 0.72731, 0.36449, 0.99677, 0.003664, 0.003664, 0.003664
|
68 |
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67, 0.92764, 0.56316, 1.1335, 0.95019, 0.90344, 0.96356, 0.78117, 0.72765, 0.36393, 0.99676, 0.003565, 0.003565, 0.003565
|
69 |
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68, 0.9185, 0.55936, 1.1326, 0.94787, 0.90647, 0.9637, 0.78092, 0.7273, 0.36309, 0.99672, 0.003466, 0.003466, 0.003466
|
70 |
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69, 0.91626, 0.55776, 1.1311, 0.94869, 0.90656, 0.96366, 0.7811, 0.72724, 0.36216, 0.99689, 0.003367, 0.003367, 0.003367
|
71 |
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70, 0.91564, 0.55424, 1.1261, 0.94907, 0.90692, 0.96363, 0.7814, 0.72756, 0.36168, 0.99694, 0.003268, 0.003268, 0.003268
|
72 |
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71, 0.91484, 0.5514, 1.1222, 0.95057, 0.90613, 0.96365, 0.78157, 0.72797, 0.36086, 0.99684, 0.003169, 0.003169, 0.003169
|
73 |
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72, 0.91021, 0.54815, 1.1235, 0.95203, 0.90406, 0.9635, 0.78178, 0.72797, 0.36052, 0.99679, 0.00307, 0.00307, 0.00307
|
74 |
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73, 0.90756, 0.54415, 1.1201, 0.95252, 0.90433, 0.96375, 0.7824, 0.72765, 0.35999, 0.99645, 0.002971, 0.002971, 0.002971
|
75 |
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74, 0.90058, 0.54219, 1.1166, 0.95336, 0.90317, 0.96361, 0.78236, 0.72777, 0.35943, 0.99661, 0.002872, 0.002872, 0.002872
|
76 |
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75, 0.90246, 0.54111, 1.117, 0.95294, 0.90428, 0.96358, 0.78229, 0.72768, 0.35864, 0.9968, 0.002773, 0.002773, 0.002773
|
77 |
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76, 0.89601, 0.53554, 1.1162, 0.95306, 0.90433, 0.96367, 0.78249, 0.72792, 0.35854, 0.99716, 0.002674, 0.002674, 0.002674
|
78 |
+
77, 0.89123, 0.53211, 1.1143, 0.95375, 0.90401, 0.96371, 0.7822, 0.72774, 0.35818, 0.99714, 0.002575, 0.002575, 0.002575
|
79 |
+
78, 0.89087, 0.52983, 1.1181, 0.95403, 0.90408, 0.96385, 0.78249, 0.72764, 0.35763, 0.99736, 0.002476, 0.002476, 0.002476
|
80 |
+
79, 0.88829, 0.52858, 1.1176, 0.95333, 0.9052, 0.96372, 0.78278, 0.7277, 0.35734, 0.99764, 0.002377, 0.002377, 0.002377
|
81 |
+
80, 0.87947, 0.51961, 1.1086, 0.95245, 0.9057, 0.96374, 0.7829, 0.72813, 0.35705, 0.99812, 0.002278, 0.002278, 0.002278
|
82 |
+
81, 0.87557, 0.51486, 1.0976, 0.9526, 0.90586, 0.96391, 0.78277, 0.72827, 0.35657, 0.99801, 0.002179, 0.002179, 0.002179
|
83 |
+
82, 0.87673, 0.51665, 1.0989, 0.95256, 0.90626, 0.96398, 0.78287, 0.72824, 0.3564, 0.99768, 0.00208, 0.00208, 0.00208
|
84 |
+
83, 0.87147, 0.51192, 1.0951, 0.9533, 0.90612, 0.96403, 0.78303, 0.72816, 0.35625, 0.99715, 0.001981, 0.001981, 0.001981
|
85 |
+
84, 0.87065, 0.50967, 1.0928, 0.95393, 0.90503, 0.96406, 0.78299, 0.72832, 0.3558, 0.9967, 0.001882, 0.001882, 0.001882
|
86 |
+
85, 0.86201, 0.50223, 1.0871, 0.95332, 0.90504, 0.96392, 0.783, 0.72858, 0.35534, 0.99612, 0.001783, 0.001783, 0.001783
|
87 |
+
86, 0.85961, 0.5012, 1.0882, 0.95123, 0.90701, 0.96403, 0.78342, 0.72864, 0.35527, 0.99582, 0.001684, 0.001684, 0.001684
|
88 |
+
87, 0.85705, 0.49863, 1.0807, 0.95336, 0.90457, 0.96395, 0.783, 0.72883, 0.35546, 0.99506, 0.001585, 0.001585, 0.001585
|
89 |
+
88, 0.85001, 0.4921, 1.0774, 0.95248, 0.90426, 0.96389, 0.78319, 0.72928, 0.35576, 0.99428, 0.001486, 0.001486, 0.001486
|
90 |
+
89, 0.84416, 0.48611, 1.0769, 0.95261, 0.90457, 0.96377, 0.78327, 0.72949, 0.35532, 0.9939, 0.001387, 0.001387, 0.001387
|
91 |
+
90, 0.84307, 0.4862, 1.0791, 0.95098, 0.90608, 0.96364, 0.78292, 0.72962, 0.35498, 0.99368, 0.001288, 0.001288, 0.001288
|
92 |
+
91, 0.83896, 0.40693, 1.083, 0.94927, 0.90809, 0.96379, 0.78308, 0.7297, 0.35527, 0.99383, 0.001189, 0.001189, 0.001189
|
93 |
+
92, 0.83035, 0.40205, 1.0833, 0.95282, 0.90522, 0.96373, 0.78307, 0.72977, 0.35523, 0.99422, 0.00109, 0.00109, 0.00109
|
94 |
+
93, 0.82124, 0.39623, 1.0735, 0.95223, 0.90624, 0.96367, 0.78325, 0.7296, 0.35541, 0.99381, 0.000991, 0.000991, 0.000991
|
95 |
+
94, 0.81524, 0.39222, 1.0709, 0.95248, 0.90597, 0.96378, 0.78335, 0.72975, 0.35551, 0.99404, 0.000892, 0.000892, 0.000892
|
96 |
+
95, 0.80887, 0.3876, 1.0658, 0.95359, 0.9044, 0.96362, 0.78307, 0.73005, 0.35542, 0.99443, 0.000793, 0.000793, 0.000793
|
97 |
+
96, 0.80454, 0.38389, 1.0641, 0.95598, 0.90171, 0.96366, 0.78314, 0.73021, 0.35558, 0.99471, 0.000694, 0.000694, 0.000694
|
98 |
+
97, 0.79798, 0.37901, 1.0613, 0.95615, 0.90208, 0.9633, 0.78318, 0.73069, 0.35591, 0.99509, 0.000595, 0.000595, 0.000595
|
99 |
+
98, 0.78941, 0.37307, 1.0543, 0.95621, 0.90206, 0.96307, 0.78297, 0.73096, 0.35618, 0.99535, 0.000496, 0.000496, 0.000496
|
100 |
+
99, 0.7863, 0.36964, 1.047, 0.95157, 0.90576, 0.96277, 0.7827, 0.73141, 0.35599, 0.99554, 0.000397, 0.000397, 0.000397
|
101 |
+
100, 0.78193, 0.36799, 1.0447, 0.95409, 0.90344, 0.9627, 0.78267, 0.73183, 0.35611, 0.99565, 0.000298, 0.000298, 0.000298
|
head_detect_v2.0_m/results.png
ADDED
head_detect_v2.0_m/threshold.json
ADDED
@@ -0,0 +1,4 @@
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|
1 |
+
{
|
2 |
+
"f1_score": 0.93,
|
3 |
+
"threshold": 0.397
|
4 |
+
}
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