lewiswatson
commited on
Commit
•
677fd60
1
Parent(s):
180631b
Training completed - 10 epochs
Browse files- F1_curve.png +0 -0
- PR_curve.png +0 -0
- P_curve.png +0 -0
- R_curve.png +0 -0
- args.yaml +95 -0
- confusion_matrix.png +0 -0
- labels.jpg +0 -0
- labels_correlogram.jpg +0 -0
- results.csv +11 -0
- results.png +0 -0
- train_batch0.jpg +0 -0
- train_batch1.jpg +0 -0
- train_batch2.jpg +0 -0
- val_batch0_labels.jpg +0 -0
- val_batch0_pred.jpg +0 -0
- val_batch1_labels.jpg +0 -0
- val_batch1_pred.jpg +0 -0
- val_batch2_labels.jpg +0 -0
- val_batch2_pred.jpg +0 -0
- weights/best.pt +3 -0
- weights/last.pt +3 -0
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
|