Hugging Face's logo

neuralshift
/
doc-layout-yolov8s

Model card Files Community
joaolsilva commited on
Commit
027b5b3
•
1 Parent(s): 25c8030

Upload 9 files

Browse files
Files changed (9) hide show
  1. args.yaml +109 -0
  2. labels.jpg +0 -0
  3. labels_correlogram.jpg +0 -0
  4. results.csv +185 -0
  5. train_batch0.jpg +0 -0
  6. train_batch1.jpg +0 -0
  7. train_batch2.jpg +0 -0
  8. weights/best.pt +3 -0
  9. weights/last.pt +3 -0
args.yaml ADDED
@@ -0,0 +1,109 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task: detect
2
+ mode: train
3
+ model: yolov8s.pt
4
+ data: datasets/doclaynet.yaml
5
+ epochs: 200
6
+ time: null
7
+ patience: 50
8
+ batch: 16
9
+ imgsz: 640
10
+ save: true
11
+ save_period: -1
12
+ cache: false
13
+ device:
14
+ - 0
15
+ - 1
16
+ - 2
17
+ - 3
18
+ workers: 8
19
+ project: null
20
+ name: train2
21
+ exist_ok: false
22
+ pretrained: true
23
+ optimizer: auto
24
+ verbose: true
25
+ seed: 0
26
+ deterministic: true
27
+ single_cls: false
28
+ rect: false
29
+ cos_lr: false
30
+ close_mosaic: 10
31
+ resume: false
32
+ amp: true
33
+ fraction: 1.0
34
+ profile: false
35
+ freeze: null
36
+ multi_scale: false
37
+ overlap_mask: true
38
+ mask_ratio: 4
39
+ dropout: 0.0
40
+ val: true
41
+ split: val
42
+ save_json: false
43
+ save_hybrid: false
44
+ conf: null
45
+ iou: 0.7
46
+ max_det: 300
47
+ half: false
48
+ dnn: false
49
+ plots: true
50
+ source: null
51
+ vid_stride: 1
52
+ stream_buffer: false
53
+ visualize: false
54
+ augment: false
55
+ agnostic_nms: false
56
+ classes: null
57
+ retina_masks: false
58
+ embed: null
59
+ show: false
60
+ save_frames: false
61
+ save_txt: false
62
+ save_conf: false
63
+ save_crop: false
64
+ show_labels: true
65
+ show_conf: true
66
+ show_boxes: true
67
+ line_width: null
68
+ format: torchscript
69
+ keras: false
70
+ optimize: false
71
+ int8: false
72
+ dynamic: false
73
+ simplify: false
74
+ opset: null
75
+ workspace: 4
76
+ nms: false
77
+ lr0: 0.01
78
+ lrf: 0.01
79
+ momentum: 0.937
80
+ weight_decay: 0.0005
81
+ warmup_epochs: 3.0
82
+ warmup_momentum: 0.8
83
+ warmup_bias_lr: 0.1
84
+ box: 7.5
85
+ cls: 0.5
86
+ dfl: 1.5
87
+ pose: 12.0
88
+ kobj: 1.0
89
+ label_smoothing: 0.0
90
+ nbs: 64
91
+ hsv_h: 0.015
92
+ hsv_s: 0.7
93
+ hsv_v: 0.4
94
+ degrees: 0.0
95
+ translate: 0.1
96
+ scale: 0.5
97
+ shear: 0.0
98
+ perspective: 0.0
99
+ flipud: 0.0
100
+ fliplr: 0.5
101
+ mosaic: 1.0
102
+ mixup: 0.0
103
+ copy_paste: 0.0
104
+ auto_augment: randaugment
105
+ erasing: 0.4
106
+ crop_fraction: 1.0
107
+ cfg: null
108
+ tracker: botsort.yaml
109
+ save_dir: runs/detect/train2
labels.jpg ADDED
labels_correlogram.jpg ADDED
results.csv ADDED
@@ -0,0 +1,185 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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, 1.1616, 1.4725, 1.1215, 0.70755, 0.59812, 0.64475, 0.43867, 1.0219, 0.97994, 0.93457, 0.0033326, 0.0033326, 0.0033326
3
+ 2, 0.89301, 0.97154, 0.95789, 0.72801, 0.60296, 0.66354, 0.42965, 1.1373, 0.97633, 0.91793, 0.0066329, 0.0066329, 0.0066329
4
+ 3, 0.84904, 0.89126, 0.94006, 0.75272, 0.69299, 0.76543, 0.55018, 0.8462, 0.75527, 0.86171, 0.0099002, 0.0099002, 0.0099002
5
+ 4, 0.78437, 0.82701, 0.92667, 0.78534, 0.71068, 0.79062, 0.57677, 0.84935, 0.70861, 0.85163, 0.0098515, 0.0098515, 0.0098515
6
+ 5, 0.72177, 0.75249, 0.91002, 0.7865, 0.75236, 0.81575, 0.60323, 0.82058, 0.66416, 0.84208, 0.0098515, 0.0098515, 0.0098515
7
+ 6, 0.68386, 0.71258, 0.90272, 0.79631, 0.77254, 0.83094, 0.62555, 0.78504, 0.61821, 0.83849, 0.009802, 0.009802, 0.009802
8
+ 7, 0.65096, 0.68049, 0.89607, 0.82173, 0.779, 0.85244, 0.64444, 0.77624, 0.60148, 0.83431, 0.0097525, 0.0097525, 0.0097525
9
+ 8, 0.63695, 0.66529, 0.89284, 0.81164, 0.79286, 0.85476, 0.64917, 0.76085, 0.58493, 0.83232, 0.009703, 0.009703, 0.009703
10
+ 9, 0.61831, 0.64474, 0.88828, 0.83067, 0.79257, 0.86231, 0.6565, 0.76062, 0.57076, 0.83095, 0.0096535, 0.0096535, 0.0096535
11
+ 10, 0.60339, 0.62707, 0.88472, 0.83958, 0.79568, 0.86852, 0.6648, 0.74569, 0.56357, 0.82842, 0.009604, 0.009604, 0.009604
12
+ 11, 0.59755, 0.62252, 0.88464, 0.84126, 0.79943, 0.86942, 0.66601, 0.74241, 0.55963, 0.82678, 0.0095545, 0.0095545, 0.0095545
13
+ 12, 0.58836, 0.6144, 0.88258, 0.84526, 0.79676, 0.87079, 0.671, 0.73162, 0.55125, 0.82585, 0.009505, 0.009505, 0.009505
14
+ 13, 0.57955, 0.60537, 0.8818, 0.84562, 0.8011, 0.87219, 0.6727, 0.73021, 0.54745, 0.82532, 0.0094555, 0.0094555, 0.0094555
15
+ 14, 0.57591, 0.60158, 0.88126, 0.84987, 0.80209, 0.87394, 0.67358, 0.7317, 0.54495, 0.82503, 0.009406, 0.009406, 0.009406
16
+ 15, 0.57207, 0.59761, 0.87926, 0.85135, 0.80373, 0.87584, 0.67548, 0.73116, 0.5427, 0.82472, 0.0093565, 0.0093565, 0.0093565
17
+ 16, 0.5651, 0.58795, 0.8778, 0.85381, 0.80488, 0.87661, 0.67677, 0.72899, 0.53954, 0.82435, 0.009307, 0.009307, 0.009307
18
+ 17, 0.55978, 0.5831, 0.8768, 0.85059, 0.80834, 0.87825, 0.67833, 0.72814, 0.53666, 0.82401, 0.0092575, 0.0092575, 0.0092575
19
+ 18, 0.55315, 0.57761, 0.8761, 0.8563, 0.80771, 0.87962, 0.6796, 0.72863, 0.53491, 0.82378, 0.009208, 0.009208, 0.009208
20
+ 19, 0.55285, 0.57292, 0.87453, 0.86245, 0.80609, 0.88043, 0.68016, 0.72886, 0.5328, 0.82374, 0.0091585, 0.0091585, 0.0091585
21
+ 20, 0.54901, 0.57194, 0.87417, 0.86132, 0.80912, 0.88158, 0.68056, 0.73044, 0.53153, 0.82371, 0.009109, 0.009109, 0.009109
22
+ 21, 0.54461, 0.56689, 0.87526, 0.86375, 0.80941, 0.88253, 0.6819, 0.73007, 0.52953, 0.82345, 0.0090595, 0.0090595, 0.0090595
23
+ 22, 0.53966, 0.56782, 0.8741, 0.86498, 0.80984, 0.8833, 0.6829, 0.7291, 0.528, 0.82317, 0.00901, 0.00901, 0.00901
24
+ 23, 0.53575, 0.5528, 0.87051, 0.86623, 0.81192, 0.88426, 0.68387, 0.72894, 0.5264, 0.8231, 0.0089605, 0.0089605, 0.0089605
25
+ 24, 0.53694, 0.56223, 0.87299, 0.86848, 0.81321, 0.88524, 0.68444, 0.72823, 0.52525, 0.82285, 0.008911, 0.008911, 0.008911
26
+ 25, 0.53532, 0.55904, 0.87204, 0.86931, 0.81342, 0.88634, 0.68503, 0.72912, 0.52443, 0.82269, 0.0088615, 0.0088615, 0.0088615
27
+ 26, 0.53474, 0.55692, 0.87219, 0.86867, 0.81522, 0.88753, 0.68658, 0.72813, 0.52292, 0.82244, 0.008812, 0.008812, 0.008812
28
+ 27, 0.52325, 0.54786, 0.87012, 0.87046, 0.81446, 0.888, 0.6878, 0.72795, 0.52189, 0.8221, 0.0087625, 0.0087625, 0.0087625
29
+ 28, 0.5244, 0.54994, 0.86977, 0.87357, 0.8135, 0.8888, 0.68902, 0.72579, 0.52062, 0.822, 0.008713, 0.008713, 0.008713
30
+ 29, 0.5275, 0.55062, 0.87079, 0.87537, 0.81534, 0.88976, 0.68984, 0.72549, 0.51973, 0.82196, 0.0086635, 0.0086635, 0.0086635
31
+ 30, 0.51841, 0.54469, 0.86862, 0.87749, 0.8155, 0.89068, 0.69017, 0.72558, 0.51887, 0.82183, 0.008614, 0.008614, 0.008614
32
+ 31, 0.52004, 0.54777, 0.87064, 0.87387, 0.81752, 0.89099, 0.68995, 0.72718, 0.51882, 0.82178, 0.0085645, 0.0085645, 0.0085645
33
+ 32, 0.51916, 0.54624, 0.86711, 0.87379, 0.8176, 0.89117, 0.68979, 0.72829, 0.51816, 0.82174, 0.008515, 0.008515, 0.008515
34
+ 33, 0.51874, 0.5431, 0.86806, 0.87604, 0.81768, 0.89198, 0.69031, 0.72795, 0.51766, 0.82175, 0.0084655, 0.0084655, 0.0084655
35
+ 34, 0.51379, 0.5399, 0.86828, 0.87381, 0.82118, 0.89215, 0.69082, 0.72646, 0.51692, 0.82168, 0.008416, 0.008416, 0.008416
36
+ 35, 0.51532, 0.53864, 0.86774, 0.87388, 0.82158, 0.89311, 0.69114, 0.72642, 0.51664, 0.8216, 0.0083665, 0.0083665, 0.0083665
37
+ 36, 0.51418, 0.53735, 0.86737, 0.87586, 0.82015, 0.89366, 0.69189, 0.72746, 0.51694, 0.82154, 0.008317, 0.008317, 0.008317
38
+ 37, 0.5103, 0.53246, 0.86706, 0.87361, 0.82253, 0.89395, 0.69234, 0.72686, 0.5167, 0.82146, 0.0082675, 0.0082675, 0.0082675
39
+ 38, 0.51492, 0.54071, 0.868, 0.87631, 0.82167, 0.89405, 0.69262, 0.72717, 0.51702, 0.8214, 0.008218, 0.008218, 0.008218
40
+ 39, 0.51145, 0.53444, 0.86601, 0.87275, 0.82377, 0.89393, 0.69163, 0.728, 0.51776, 0.82159, 0.0081685, 0.0081685, 0.0081685
41
+ 40, 0.51167, 0.53526, 0.86616, 0.87476, 0.82052, 0.89362, 0.69193, 0.72799, 0.51784, 0.82157, 0.008119, 0.008119, 0.008119
42
+ 41, 0.50622, 0.53334, 0.86585, 0.87253, 0.82343, 0.89324, 0.69158, 0.72841, 0.51854, 0.82166, 0.0080695, 0.0080695, 0.0080695
43
+ 42, 0.50416, 0.52943, 0.86632, 0.87169, 0.82445, 0.89356, 0.69205, 0.72833, 0.51863, 0.82173, 0.00802, 0.00802, 0.00802
44
+ 43, 0.50167, 0.52566, 0.86591, 0.87269, 0.82421, 0.89378, 0.69204, 0.72829, 0.51844, 0.82168, 0.0079705, 0.0079705, 0.0079705
45
+ 44, 0.4991, 0.52206, 0.86419, 0.87265, 0.8246, 0.89431, 0.69248, 0.72841, 0.5186, 0.82175, 0.007921, 0.007921, 0.007921
46
+ 45, 0.50276, 0.52727, 0.86644, 0.87428, 0.82322, 0.89514, 0.69322, 0.72711, 0.51767, 0.82162, 0.0078715, 0.0078715, 0.0078715
47
+ 46, 0.49689, 0.52097, 0.86359, 0.87282, 0.82624, 0.89576, 0.69396, 0.72587, 0.51732, 0.82136, 0.007822, 0.007822, 0.007822
48
+ 47, 0.50031, 0.52962, 0.86648, 0.87521, 0.82458, 0.89619, 0.69433, 0.7253, 0.51756, 0.82134, 0.0077725, 0.0077725, 0.0077725
49
+ 48, 0.50031, 0.52134, 0.86406, 0.87513, 0.82629, 0.89661, 0.69512, 0.72607, 0.51819, 0.82142, 0.007723, 0.007723, 0.007723
50
+ 49, 0.49808, 0.5226, 0.8637, 0.87396, 0.82571, 0.89673, 0.69531, 0.72571, 0.51839, 0.82147, 0.0076735, 0.0076735, 0.0076735
51
+ 50, 0.49681, 0.51803, 0.86448, 0.87279, 0.82825, 0.89742, 0.69561, 0.72488, 0.5185, 0.82144, 0.007624, 0.007624, 0.007624
52
+ 51, 0.49463, 0.522, 0.86398, 0.87449, 0.82855, 0.8975, 0.69593, 0.72502, 0.51875, 0.82145, 0.0075745, 0.0075745, 0.0075745
53
+ 52, 0.4923, 0.51199, 0.86258, 0.87687, 0.82685, 0.89748, 0.69522, 0.72606, 0.51975, 0.82143, 0.007525, 0.007525, 0.007525
54
+ 53, 0.49232, 0.51599, 0.86491, 0.87367, 0.82877, 0.89732, 0.69515, 0.72484, 0.52034, 0.82121, 0.0074755, 0.0074755, 0.0074755
55
+ 54, 0.4899, 0.515, 0.86292, 0.87247, 0.82916, 0.89733, 0.69503, 0.72451, 0.52079, 0.82128, 0.007426, 0.007426, 0.007426
56
+ 55, 0.49042, 0.51174, 0.86322, 0.87651, 0.82663, 0.89733, 0.69441, 0.72676, 0.52201, 0.82144, 0.0073765, 0.0073765, 0.0073765
57
+ 56, 0.48999, 0.51707, 0.86352, 0.87711, 0.82507, 0.89743, 0.69417, 0.72706, 0.52254, 0.82145, 0.007327, 0.007327, 0.007327
58
+ 57, 0.48881, 0.51346, 0.86311, 0.87593, 0.82558, 0.89738, 0.69392, 0.72812, 0.523, 0.82142, 0.0072775, 0.0072775, 0.0072775
59
+ 58, 0.48741, 0.51049, 0.86265, 0.87704, 0.82571, 0.89738, 0.69395, 0.7295, 0.5234, 0.82167, 0.007228, 0.007228, 0.007228
60
+ 59, 0.48645, 0.51337, 0.86219, 0.87545, 0.82646, 0.89764, 0.69432, 0.73057, 0.52338, 0.82175, 0.0071785, 0.0071785, 0.0071785
61
+ 60, 0.48717, 0.51158, 0.8621, 0.87845, 0.8234, 0.89751, 0.69363, 0.73154, 0.52437, 0.8218, 0.007129, 0.007129, 0.007129
62
+ 61, 0.48531, 0.51073, 0.86345, 0.87879, 0.82417, 0.89717, 0.69385, 0.73045, 0.52423, 0.82177, 0.0070795, 0.0070795, 0.0070795
63
+ 62, 0.48266, 0.51245, 0.86193, 0.87939, 0.82423, 0.89739, 0.69457, 0.72935, 0.52398, 0.82168, 0.00703, 0.00703, 0.00703
64
+ 63, 0.48024, 0.50663, 0.86127, 0.87822, 0.8257, 0.89746, 0.69434, 0.72911, 0.52398, 0.82155, 0.0069805, 0.0069805, 0.0069805
65
+ 64, 0.47862, 0.50441, 0.86082, 0.87369, 0.82972, 0.89742, 0.69369, 0.73028, 0.52501, 0.82157, 0.006931, 0.006931, 0.006931
66
+ 65, 0.48237, 0.50634, 0.86183, 0.87063, 0.83382, 0.89755, 0.69442, 0.73009, 0.52532, 0.82138, 0.0068815, 0.0068815, 0.0068815
67
+ 66, 0.47976, 0.50816, 0.86084, 0.86858, 0.83608, 0.89788, 0.69502, 0.72865, 0.52476, 0.82129, 0.006832, 0.006832, 0.006832
68
+ 67, 0.47725, 0.50117, 0.86101, 0.86967, 0.83424, 0.89811, 0.6956, 0.72799, 0.5242, 0.8212, 0.0067825, 0.0067825, 0.0067825
69
+ 68, 0.47493, 0.49834, 0.85959, 0.86981, 0.83455, 0.8983, 0.69617, 0.72732, 0.52293, 0.82103, 0.006733, 0.006733, 0.006733
70
+ 69, 0.48051, 0.50833, 0.8619, 0.86964, 0.834, 0.89856, 0.69717, 0.72625, 0.52203, 0.82093, 0.0066835, 0.0066835, 0.0066835
71
+ 70, 0.47749, 0.50069, 0.8609, 0.87142, 0.83252, 0.89896, 0.69796, 0.72535, 0.52206, 0.82103, 0.006634, 0.006634, 0.006634
72
+ 71, 0.47364, 0.49848, 0.86043, 0.87282, 0.83182, 0.8994, 0.6984, 0.72586, 0.52225, 0.82097, 0.0065845, 0.0065845, 0.0065845
73
+ 72, 0.47101, 0.50087, 0.85944, 0.87112, 0.8325, 0.89966, 0.69862, 0.72543, 0.5223, 0.82069, 0.006535, 0.006535, 0.006535
74
+ 73, 0.4734, 0.49869, 0.85953, 0.87318, 0.8299, 0.90001, 0.69886, 0.7247, 0.52284, 0.82059, 0.0064855, 0.0064855, 0.0064855
75
+ 74, 0.47376, 0.50129, 0.85913, 0.8749, 0.82933, 0.9002, 0.69869, 0.72463, 0.5231, 0.82047, 0.006436, 0.006436, 0.006436
76
+ 75, 0.4715, 0.49724, 0.85967, 0.87281, 0.83051, 0.90007, 0.69859, 0.72461, 0.52391, 0.82056, 0.0063865, 0.0063865, 0.0063865
77
+ 76, 0.47051, 0.49485, 0.86009, 0.87104, 0.83045, 0.89972, 0.69893, 0.72394, 0.52424, 0.82052, 0.006337, 0.006337, 0.006337
78
+ 77, 0.47364, 0.49702, 0.8606, 0.873, 0.83011, 0.89999, 0.69915, 0.72329, 0.5242, 0.82041, 0.0062875, 0.0062875, 0.0062875
79
+ 78, 0.47026, 0.491, 0.85907, 0.87489, 0.82978, 0.90058, 0.6993, 0.72239, 0.52336, 0.82016, 0.006238, 0.006238, 0.006238
80
+ 79, 0.46872, 0.49531, 0.85897, 0.87445, 0.83261, 0.90086, 0.69974, 0.72289, 0.52273, 0.82011, 0.0061885, 0.0061885, 0.0061885
81
+ 80, 0.46761, 0.49505, 0.85884, 0.87777, 0.8303, 0.9015, 0.70065, 0.72211, 0.52199, 0.82006, 0.006139, 0.006139, 0.006139
82
+ 81, 0.46679, 0.49392, 0.85895, 0.87739, 0.83179, 0.90195, 0.70107, 0.72118, 0.52098, 0.81993, 0.0060895, 0.0060895, 0.0060895
83
+ 82, 0.46271, 0.49124, 0.85818, 0.87743, 0.83343, 0.90193, 0.70185, 0.71987, 0.52071, 0.81991, 0.00604, 0.00604, 0.00604
84
+ 83, 0.46528, 0.48931, 0.85867, 0.87697, 0.83512, 0.90219, 0.70165, 0.71987, 0.52044, 0.81997, 0.0059905, 0.0059905, 0.0059905
85
+ 84, 0.46582, 0.49473, 0.85804, 0.87961, 0.83509, 0.90276, 0.70202, 0.72062, 0.52021, 0.82008, 0.005941, 0.005941, 0.005941
86
+ 85, 0.46304, 0.49004, 0.85871, 0.87903, 0.8358, 0.90325, 0.70229, 0.72059, 0.52039, 0.82006, 0.0058915, 0.0058915, 0.0058915
87
+ 86, 0.45919, 0.4845, 0.85722, 0.87917, 0.83733, 0.90396, 0.70253, 0.72013, 0.51982, 0.82014, 0.005842, 0.005842, 0.005842
88
+ 87, 0.46225, 0.48795, 0.85781, 0.87954, 0.83679, 0.90453, 0.70236, 0.72264, 0.51996, 0.82014, 0.0057925, 0.0057925, 0.0057925
89
+ 88, 0.46091, 0.48644, 0.85787, 0.8824, 0.83586, 0.90465, 0.70197, 0.72423, 0.52001, 0.82021, 0.005743, 0.005743, 0.005743
90
+ 89, 0.46126, 0.48426, 0.85897, 0.8835, 0.83511, 0.90472, 0.70219, 0.72492, 0.52062, 0.82037, 0.0056935, 0.0056935, 0.0056935
91
+ 90, 0.45975, 0.48425, 0.85737, 0.88281, 0.83535, 0.90486, 0.70236, 0.72455, 0.52069, 0.82026, 0.005644, 0.005644, 0.005644
92
+ 91, 0.46027, 0.4847, 0.85887, 0.87966, 0.83591, 0.90495, 0.70271, 0.72368, 0.52131, 0.82017, 0.0055945, 0.0055945, 0.0055945
93
+ 92, 0.45598, 0.4782, 0.85728, 0.88008, 0.83574, 0.90497, 0.7024, 0.72241, 0.52144, 0.81997, 0.005545, 0.005545, 0.005545
94
+ 93, 0.45839, 0.48432, 0.8585, 0.88032, 0.83458, 0.90511, 0.70324, 0.72067, 0.52112, 0.81981, 0.0054955, 0.0054955, 0.0054955
95
+ 94, 0.45909, 0.48265, 0.85851, 0.88181, 0.83307, 0.90526, 0.70354, 0.71946, 0.52056, 0.81949, 0.005446, 0.005446, 0.005446
96
+ 95, 0.45728, 0.4832, 0.85658, 0.87757, 0.83465, 0.90519, 0.70343, 0.71958, 0.5206, 0.8194, 0.0053965, 0.0053965, 0.0053965
97
+ 96, 0.45494, 0.4772, 0.85612, 0.87644, 0.83606, 0.90536, 0.70345, 0.71882, 0.51986, 0.81929, 0.005347, 0.005347, 0.005347
98
+ 97, 0.45529, 0.47937, 0.85661, 0.87811, 0.83424, 0.90524, 0.7038, 0.71854, 0.51972, 0.81914, 0.0052975, 0.0052975, 0.0052975
99
+ 98, 0.45199, 0.47591, 0.85425, 0.8761, 0.83596, 0.90529, 0.70371, 0.71884, 0.52005, 0.81907, 0.005248, 0.005248, 0.005248
100
+ 99, 0.45492, 0.48298, 0.85677, 0.87932, 0.83529, 0.90538, 0.70398, 0.71879, 0.51993, 0.81904, 0.0051985, 0.0051985, 0.0051985
101
+ 100, 0.45189, 0.48124, 0.85463, 0.87941, 0.83542, 0.9057, 0.70452, 0.71872, 0.52, 0.81907, 0.005149, 0.005149, 0.005149
102
+ 101, 0.45537, 0.47975, 0.85765, 0.88097, 0.83453, 0.90557, 0.70404, 0.71915, 0.52032, 0.81917, 0.0050995, 0.0050995, 0.0050995
103
+ 102, 0.45133, 0.4756, 0.8566, 0.87961, 0.83579, 0.90644, 0.70448, 0.71977, 0.52054, 0.81914, 0.00505, 0.00505, 0.00505
104
+ 103, 0.4512, 0.47434, 0.85645, 0.87891, 0.83749, 0.90683, 0.70457, 0.71951, 0.52062, 0.81913, 0.0050005, 0.0050005, 0.0050005
105
+ 104, 0.44826, 0.47141, 0.85591, 0.87895, 0.83945, 0.9072, 0.70473, 0.71919, 0.51974, 0.81909, 0.004951, 0.004951, 0.004951
106
+ 105, 0.44555, 0.46905, 0.85355, 0.87787, 0.83878, 0.90703, 0.70499, 0.71951, 0.51955, 0.81896, 0.0049015, 0.0049015, 0.0049015
107
+ 106, 0.44482, 0.46906, 0.8541, 0.87716, 0.83898, 0.90743, 0.70523, 0.71962, 0.51991, 0.81885, 0.004852, 0.004852, 0.004852
108
+ 107, 0.44155, 0.46583, 0.85419, 0.88375, 0.83591, 0.90804, 0.70569, 0.71859, 0.51927, 0.81877, 0.0048025, 0.0048025, 0.0048025
109
+ 108, 0.44683, 0.47092, 0.85576, 0.88623, 0.83521, 0.90776, 0.7054, 0.71861, 0.51919, 0.81873, 0.004753, 0.004753, 0.004753
110
+ 109, 0.4435, 0.47009, 0.85424, 0.88706, 0.83519, 0.90796, 0.70509, 0.71823, 0.52009, 0.81866, 0.0047035, 0.0047035, 0.0047035
111
+ 110, 0.43898, 0.4644, 0.85378, 0.88561, 0.83528, 0.90814, 0.70558, 0.71765, 0.51908, 0.81849, 0.004654, 0.004654, 0.004654
112
+ 111, 0.4421, 0.46673, 0.85335, 0.87902, 0.84071, 0.9082, 0.70555, 0.71692, 0.51849, 0.81841, 0.0046045, 0.0046045, 0.0046045
113
+ 112, 0.4419, 0.46504, 0.8539, 0.88412, 0.83751, 0.90805, 0.70498, 0.71758, 0.5189, 0.81832, 0.004555, 0.004555, 0.004555
114
+ 113, 0.44299, 0.46351, 0.85456, 0.88339, 0.83727, 0.90772, 0.70444, 0.71857, 0.51937, 0.81834, 0.0045055, 0.0045055, 0.0045055
115
+ 114, 0.43715, 0.46035, 0.85155, 0.8821, 0.83804, 0.90724, 0.70411, 0.71859, 0.5195, 0.81825, 0.004456, 0.004456, 0.004456
116
+ 115, 0.44037, 0.46184, 0.85283, 0.88239, 0.83763, 0.90723, 0.70401, 0.71864, 0.51929, 0.81818, 0.0044065, 0.0044065, 0.0044065
117
+ 116, 0.44131, 0.46168, 0.85261, 0.88066, 0.83939, 0.90758, 0.70411, 0.71827, 0.51857, 0.81808, 0.004357, 0.004357, 0.004357
118
+ 117, 0.43944, 0.46113, 0.85305, 0.87993, 0.8407, 0.90793, 0.70416, 0.71736, 0.51707, 0.81792, 0.0043075, 0.0043075, 0.0043075
119
+ 118, 0.43788, 0.4592, 0.85486, 0.88211, 0.8388, 0.90806, 0.7047, 0.71677, 0.51626, 0.81766, 0.004258, 0.004258, 0.004258
120
+ 119, 0.43769, 0.45869, 0.85299, 0.88227, 0.83914, 0.9085, 0.70573, 0.71539, 0.51552, 0.81749, 0.0042085, 0.0042085, 0.0042085
121
+ 120, 0.43763, 0.45805, 0.85291, 0.88352, 0.83743, 0.90854, 0.7058, 0.71496, 0.51482, 0.81735, 0.004159, 0.004159, 0.004159
122
+ 121, 0.43353, 0.46196, 0.85252, 0.88456, 0.83578, 0.90868, 0.70618, 0.71471, 0.51455, 0.81734, 0.0041095, 0.0041095, 0.0041095
123
+ 122, 0.43232, 0.45704, 0.85154, 0.88316, 0.83823, 0.90923, 0.70655, 0.71565, 0.51408, 0.81737, 0.00406, 0.00406, 0.00406
124
+ 123, 0.43413, 0.45568, 0.85137, 0.88254, 0.84073, 0.90936, 0.70666, 0.71517, 0.51391, 0.81741, 0.0040105, 0.0040105, 0.0040105
125
+ 124, 0.43202, 0.45554, 0.85321, 0.8852, 0.83907, 0.90943, 0.70686, 0.71489, 0.51352, 0.81742, 0.003961, 0.003961, 0.003961
126
+ 125, 0.43034, 0.45497, 0.85229, 0.88648, 0.83945, 0.9095, 0.70726, 0.71434, 0.51258, 0.81746, 0.0039115, 0.0039115, 0.0039115
127
+ 126, 0.43068, 0.44843, 0.85143, 0.88662, 0.8392, 0.90951, 0.707, 0.71411, 0.51235, 0.81756, 0.003862, 0.003862, 0.003862
128
+ 127, 0.43129, 0.4515, 0.8512, 0.88525, 0.83842, 0.90941, 0.70732, 0.71341, 0.51209, 0.81752, 0.0038125, 0.0038125, 0.0038125
129
+ 128, 0.43183, 0.45567, 0.85162, 0.88431, 0.8386, 0.90951, 0.70734, 0.71405, 0.51279, 0.81747, 0.003763, 0.003763, 0.003763
130
+ 129, 0.42891, 0.45231, 0.85074, 0.88597, 0.83772, 0.9095, 0.70732, 0.714, 0.5133, 0.81731, 0.0037135, 0.0037135, 0.0037135
131
+ 130, 0.42631, 0.44981, 0.85128, 0.8863, 0.8383, 0.90972, 0.70772, 0.71444, 0.51369, 0.81709, 0.003664, 0.003664, 0.003664
132
+ 131, 0.42562, 0.44633, 0.84899, 0.88611, 0.83812, 0.90954, 0.70744, 0.7141, 0.51418, 0.81694, 0.0036145, 0.0036145, 0.0036145
133
+ 132, 0.42293, 0.44436, 0.8501, 0.88258, 0.84056, 0.9094, 0.70754, 0.71399, 0.51544, 0.81687, 0.003565, 0.003565, 0.003565
134
+ 133, 0.42549, 0.44725, 0.85119, 0.88215, 0.84033, 0.90905, 0.70784, 0.71394, 0.51572, 0.81684, 0.0035155, 0.0035155, 0.0035155
135
+ 134, 0.42345, 0.44541, 0.85066, 0.88375, 0.83845, 0.9092, 0.70809, 0.71369, 0.51602, 0.81682, 0.003466, 0.003466, 0.003466
136
+ 135, 0.4212, 0.44076, 0.84953, 0.88263, 0.83908, 0.90912, 0.70819, 0.71326, 0.51596, 0.81668, 0.0034165, 0.0034165, 0.0034165
137
+ 136, 0.42033, 0.44194, 0.84905, 0.88155, 0.8405, 0.90913, 0.70876, 0.713, 0.51619, 0.81668, 0.003367, 0.003367, 0.003367
138
+ 137, 0.42094, 0.44272, 0.84998, 0.88245, 0.84078, 0.90917, 0.70882, 0.71305, 0.51672, 0.8166, 0.0033175, 0.0033175, 0.0033175
139
+ 138, 0.41918, 0.4424, 0.84986, 0.88342, 0.84018, 0.90928, 0.7094, 0.7124, 0.51682, 0.81648, 0.003268, 0.003268, 0.003268
140
+ 139, 0.42008, 0.44069, 0.85059, 0.88264, 0.83824, 0.9088, 0.70881, 0.71283, 0.51701, 0.81647, 0.0032185, 0.0032185, 0.0032185
141
+ 140, 0.42018, 0.44, 0.84943, 0.88252, 0.83846, 0.90878, 0.70989, 0.71201, 0.51628, 0.81624, 0.003169, 0.003169, 0.003169
142
+ 141, 0.41442, 0.43563, 0.84789, 0.88266, 0.83819, 0.90842, 0.70976, 0.71179, 0.51653, 0.81627, 0.0031195, 0.0031195, 0.0031195
143
+ 142, 0.41902, 0.43983, 0.84898, 0.88115, 0.83926, 0.90847, 0.71007, 0.7114, 0.51639, 0.81633, 0.00307, 0.00307, 0.00307
144
+ 143, 0.41472, 0.43977, 0.84997, 0.88373, 0.83852, 0.90887, 0.71009, 0.71074, 0.51641, 0.81626, 0.0030205, 0.0030205, 0.0030205
145
+ 144, 0.41337, 0.4328, 0.84845, 0.88618, 0.83737, 0.90919, 0.70977, 0.71089, 0.51566, 0.81628, 0.002971, 0.002971, 0.002971
146
+ 145, 0.41315, 0.43343, 0.84948, 0.89153, 0.83452, 0.90972, 0.70962, 0.71158, 0.51567, 0.81638, 0.0029215, 0.0029215, 0.0029215
147
+ 146, 0.41325, 0.43231, 0.84715, 0.88884, 0.83748, 0.90981, 0.70993, 0.71153, 0.51511, 0.81639, 0.002872, 0.002872, 0.002872
148
+ 147, 0.4123, 0.43182, 0.84802, 0.89193, 0.83525, 0.90968, 0.70913, 0.71219, 0.51529, 0.8165, 0.0028225, 0.0028225, 0.0028225
149
+ 148, 0.40971, 0.43126, 0.84783, 0.88936, 0.8367, 0.90963, 0.70904, 0.71197, 0.51547, 0.81636, 0.002773, 0.002773, 0.002773
150
+ 149, 0.40898, 0.43075, 0.84798, 0.88976, 0.83595, 0.91, 0.70939, 0.71037, 0.51477, 0.81613, 0.0027235, 0.0027235, 0.0027235
151
+ 150, 0.40828, 0.42605, 0.8462, 0.89037, 0.83502, 0.90993, 0.7091, 0.70982, 0.51498, 0.81613, 0.002674, 0.002674, 0.002674
152
+ 151, 0.40722, 0.42958, 0.84766, 0.89113, 0.83466, 0.91007, 0.70986, 0.70772, 0.51419, 0.81597, 0.0026245, 0.0026245, 0.0026245
153
+ 152, 0.40624, 0.42695, 0.84603, 0.89032, 0.83503, 0.90975, 0.70947, 0.70841, 0.51493, 0.81597, 0.002575, 0.002575, 0.002575
154
+ 153, 0.40674, 0.42667, 0.84723, 0.89002, 0.83553, 0.91003, 0.70954, 0.70682, 0.51477, 0.81581, 0.0025255, 0.0025255, 0.0025255
155
+ 154, 0.40556, 0.42467, 0.84648, 0.88733, 0.83735, 0.9096, 0.70952, 0.70707, 0.51469, 0.81568, 0.002476, 0.002476, 0.002476
156
+ 155, 0.40077, 0.42021, 0.84601, 0.88659, 0.83743, 0.90949, 0.71059, 0.706, 0.51379, 0.81551, 0.0024265, 0.0024265, 0.0024265
157
+ 156, 0.40376, 0.42545, 0.84691, 0.88935, 0.83612, 0.90962, 0.71082, 0.70553, 0.51349, 0.81529, 0.002377, 0.002377, 0.002377
158
+ 157, 0.40199, 0.42558, 0.846, 0.89103, 0.83379, 0.90944, 0.71089, 0.70544, 0.51323, 0.81518, 0.0023275, 0.0023275, 0.0023275
159
+ 158, 0.39673, 0.4168, 0.84557, 0.89112, 0.83339, 0.90984, 0.71069, 0.70694, 0.5127, 0.81506, 0.002278, 0.002278, 0.002278
160
+ 159, 0.39604, 0.41685, 0.84575, 0.89097, 0.83416, 0.91016, 0.71142, 0.70514, 0.51189, 0.81502, 0.0022285, 0.0022285, 0.0022285
161
+ 160, 0.39706, 0.41538, 0.84537, 0.88666, 0.83637, 0.91005, 0.71152, 0.70624, 0.51206, 0.81491, 0.002179, 0.002179, 0.002179
162
+ 161, 0.39664, 0.41683, 0.84539, 0.88663, 0.83646, 0.91022, 0.7115, 0.70706, 0.51211, 0.81492, 0.0021295, 0.0021295, 0.0021295
163
+ 162, 0.39727, 0.41584, 0.84491, 0.88665, 0.83458, 0.91036, 0.71102, 0.70756, 0.51242, 0.8148, 0.00208, 0.00208, 0.00208
164
+ 163, 0.39214, 0.41383, 0.8436, 0.88631, 0.8338, 0.91041, 0.71078, 0.70879, 0.5129, 0.81475, 0.0020305, 0.0020305, 0.0020305
165
+ 164, 0.3913, 0.41155, 0.84302, 0.88654, 0.83316, 0.91009, 0.71047, 0.71067, 0.5134, 0.81475, 0.001981, 0.001981, 0.001981
166
+ 165, 0.39476, 0.41507, 0.84415, 0.88251, 0.83517, 0.90995, 0.71002, 0.71146, 0.51367, 0.81463, 0.0019315, 0.0019315, 0.0019315
167
+ 166, 0.39175, 0.41096, 0.84544, 0.88034, 0.83715, 0.90988, 0.7093, 0.71196, 0.51389, 0.81474, 0.001882, 0.001882, 0.001882
168
+ 167, 0.39088, 0.40929, 0.84417, 0.88298, 0.8362, 0.91017, 0.70972, 0.71228, 0.5139, 0.81463, 0.0018325, 0.0018325, 0.0018325
169
+ 168, 0.38751, 0.40767, 0.84321, 0.88216, 0.83646, 0.91027, 0.70925, 0.71297, 0.51404, 0.81449, 0.001783, 0.001783, 0.001783
170
+ 169, 0.38777, 0.40685, 0.84278, 0.87908, 0.83807, 0.91017, 0.70938, 0.71325, 0.51437, 0.81452, 0.0017335, 0.0017335, 0.0017335
171
+ 170, 0.38711, 0.40601, 0.84347, 0.87856, 0.83607, 0.90976, 0.70957, 0.71368, 0.5151, 0.81446, 0.001684, 0.001684, 0.001684
172
+ 171, 0.38409, 0.4042, 0.84234, 0.87833, 0.83536, 0.90985, 0.70952, 0.71307, 0.51469, 0.81432, 0.0016345, 0.0016345, 0.0016345
173
+ 172, 0.3833, 0.39765, 0.84142, 0.87654, 0.83581, 0.90969, 0.70901, 0.71296, 0.51492, 0.81419, 0.001585, 0.001585, 0.001585
174
+ 173, 0.38164, 0.40219, 0.84279, 0.87896, 0.83587, 0.9098, 0.70922, 0.71234, 0.51486, 0.81415, 0.0015355, 0.0015355, 0.0015355
175
+ 174, 0.37665, 0.39394, 0.84002, 0.87904, 0.83548, 0.90944, 0.70961, 0.712, 0.51526, 0.81407, 0.001486, 0.001486, 0.001486
176
+ 175, 0.38096, 0.39832, 0.84164, 0.881, 0.83348, 0.90972, 0.70998, 0.71136, 0.51503, 0.81407, 0.0014365, 0.0014365, 0.0014365
177
+ 176, 0.37879, 0.39594, 0.84231, 0.88154, 0.83246, 0.90922, 0.70987, 0.71031, 0.51404, 0.8139, 0.001387, 0.001387, 0.001387
178
+ 177, 0.37639, 0.39739, 0.84158, 0.88173, 0.83161, 0.90911, 0.70996, 0.70939, 0.51369, 0.81379, 0.0013375, 0.0013375, 0.0013375
179
+ 178, 0.37625, 0.39757, 0.84259, 0.88049, 0.83148, 0.90863, 0.70966, 0.70842, 0.51391, 0.81371, 0.001288, 0.001288, 0.001288
180
+ 179, 0.37517, 0.39139, 0.84029, 0.87674, 0.83439, 0.90846, 0.70973, 0.70809, 0.51425, 0.81371, 0.0012385, 0.0012385, 0.0012385
181
+ 180, 0.37335, 0.39086, 0.8403, 0.8761, 0.83281, 0.90805, 0.70969, 0.70819, 0.51468, 0.81373, 0.001189, 0.001189, 0.001189
182
+ 181, 0.37121, 0.39118, 0.84116, 0.87582, 0.83361, 0.90786, 0.70912, 0.70769, 0.51509, 0.81371, 0.0011395, 0.0011395, 0.0011395
183
+ 182, 0.37042, 0.38547, 0.84112, 0.87953, 0.83001, 0.90787, 0.70821, 0.70835, 0.51602, 0.81372, 0.00109, 0.00109, 0.00109
184
+ 183, 0.36899, 0.38543, 0.83947, 0.87411, 0.83186, 0.90753, 0.70794, 0.70823, 0.51674, 0.81383, 0.0010405, 0.0010405, 0.0010405
185
+ 184, 0.3673, 0.38215, 0.84007, 0.87528, 0.82881, 0.90764, 0.70774, 0.70908, 0.5175, 0.81387, 0.000991, 0.000991, 0.000991
train_batch0.jpg ADDED
train_batch1.jpg ADDED
train_batch2.jpg ADDED
weights/best.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:08767eb1034a38cbf6b01992dd8b88700ae4c1ae6e2be422817e07064f8a6c2f
3
+ size 89609913
weights/last.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b8c1b52fdf0bfe5c45f0b9081371cd6245d4121a0f6465c00e2f3cf7e264037a
3
+ size 89612665