lewiswatson commited on
Commit
677fd60
1 Parent(s): 180631b

Training completed - 10 epochs

Browse files
F1_curve.png ADDED
PR_curve.png ADDED
P_curve.png ADDED
R_curve.png ADDED
args.yaml ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task: detect
2
+ mode: train
3
+ model: yolov8x.pt
4
+ data: data.yaml
5
+ epochs: 10
6
+ patience: 50
7
+ batch: -1
8
+ imgsz: 640
9
+ save: true
10
+ save_period: -1
11
+ cache: false
12
+ device: '0'
13
+ workers: 8
14
+ project: null
15
+ name: null
16
+ exist_ok: false
17
+ pretrained: false
18
+ optimizer: SGD
19
+ verbose: true
20
+ seed: 0
21
+ deterministic: true
22
+ single_cls: false
23
+ image_weights: false
24
+ rect: false
25
+ cos_lr: false
26
+ close_mosaic: 10
27
+ resume: false
28
+ min_memory: false
29
+ overlap_mask: true
30
+ mask_ratio: 4
31
+ dropout: false
32
+ val: true
33
+ split: val
34
+ save_json: false
35
+ save_hybrid: false
36
+ conf: 0.001
37
+ iou: 0.7
38
+ max_det: 300
39
+ half: false
40
+ dnn: false
41
+ plots: true
42
+ source: ultralytics/assets/
43
+ show: false
44
+ save_txt: false
45
+ save_conf: false
46
+ save_crop: false
47
+ hide_labels: false
48
+ hide_conf: false
49
+ vid_stride: 1
50
+ line_thickness: 3
51
+ visualize: false
52
+ augment: false
53
+ agnostic_nms: false
54
+ classes: null
55
+ retina_masks: false
56
+ boxes: true
57
+ format: torchscript
58
+ keras: false
59
+ optimize: false
60
+ int8: false
61
+ dynamic: false
62
+ simplify: false
63
+ opset: null
64
+ workspace: 4
65
+ nms: false
66
+ lr0: 0.01
67
+ lrf: 0.01
68
+ momentum: 0.937
69
+ weight_decay: 0.0010078125
70
+ warmup_epochs: 3.0
71
+ warmup_momentum: 0.8
72
+ warmup_bias_lr: 0.1
73
+ box: 7.5
74
+ cls: 0.5
75
+ dfl: 1.5
76
+ fl_gamma: 0.0
77
+ label_smoothing: 0.0
78
+ nbs: 64
79
+ hsv_h: 0.015
80
+ hsv_s: 0.7
81
+ hsv_v: 0.4
82
+ degrees: 0.0
83
+ translate: 0.1
84
+ scale: 0.9
85
+ shear: 0.0
86
+ perspective: 0.0
87
+ flipud: 0.0
88
+ fliplr: 0.5
89
+ mosaic: 1.0
90
+ mixup: 0.15
91
+ copy_paste: 0.3
92
+ cfg: null
93
+ v5loader: false
94
+ tracker: botsort.yaml
95
+ save_dir: runs\detect\train
confusion_matrix.png ADDED
labels.jpg ADDED
labels_correlogram.jpg ADDED
results.csv ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
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
+ 0, 0.71529, 3.0962, 1.1575, 0.72867, 0.85587, 0.8615, 0.76256, 0.50794, 0.86707, 0.99944, 0.070095, 0.0033228, 0.0033228
3
+ 1, 0.58774, 1.0842, 1.0235, 0.765, 0.74165, 0.82348, 0.70313, 0.61667, 1.0237, 1.0268, 0.039436, 0.0059971, 0.0059971
4
+ 2, 0.67388, 1.0086, 1.069, 0.3746, 0.18349, 0.18855, 0.1313, 1.6923, 4.232, 1.9743, 0.0081173, 0.0080115, 0.0080115
5
+ 3, 0.71393, 0.97843, 1.0929, 0.82446, 0.79246, 0.87661, 0.74061, 0.66181, 0.8953, 1.1021, 0.00703, 0.00703, 0.00703
6
+ 4, 0.68895, 0.86039, 1.0775, 0.836, 0.79302, 0.85695, 0.72741, 0.62937, 0.87186, 1.0883, 0.00703, 0.00703, 0.00703
7
+ 5, 0.64902, 0.71404, 1.053, 0.90269, 0.88009, 0.94426, 0.81544, 0.58491, 0.59521, 1.059, 0.00604, 0.00604, 0.00604
8
+ 6, 0.59835, 0.60015, 1.0183, 0.95647, 0.9491, 0.97705, 0.86844, 0.50946, 0.43589, 0.9887, 0.00505, 0.00505, 0.00505
9
+ 7, 0.56366, 0.52615, 0.99597, 0.96852, 0.9786, 0.98774, 0.88835, 0.47647, 0.34311, 0.97278, 0.00406, 0.00406, 0.00406
10
+ 8, 0.52033, 0.44185, 0.97405, 0.93546, 0.89596, 0.95874, 0.84273, 0.55107, 0.50277, 1.0371, 0.00307, 0.00307, 0.00307
11
+ 9, 0.49209, 0.37897, 0.95923, 0.98314, 0.98895, 0.99228, 0.91122, 0.43529, 0.2586, 0.95233, 0.00208, 0.00208, 0.00208
results.png ADDED
train_batch0.jpg ADDED
train_batch1.jpg ADDED
train_batch2.jpg ADDED
val_batch0_labels.jpg ADDED
val_batch0_pred.jpg ADDED
val_batch1_labels.jpg ADDED
val_batch1_pred.jpg ADDED
val_batch2_labels.jpg ADDED
val_batch2_pred.jpg ADDED
weights/best.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0970e628812fc58c9d38bc89220218f64eb35640ad6ab7b2c6ccb06b8628fd31
3
+ size 136759891
weights/last.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0970e628812fc58c9d38bc89220218f64eb35640ad6ab7b2c6ccb06b8628fd31
3
+ size 136759891