Upload folder using huggingface_hub
Browse files- F1_curve.png +0 -0
- PR_curve.png +0 -0
- P_curve.png +0 -0
- R_curve.png +0 -0
- args.yaml +116 -0
- confusion_matrix.png +0 -0
- confusion_matrix_normalized.png +0 -0
- events.out.tfevents.1729622329.61e579ab42c6.128.0 +3 -0
- labels.jpg +0 -0
- labels_correlogram.jpg +0 -0
- results.csv +17 -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/epoch0.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 +1,116 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
task: detect
|
2 |
+
mode: train
|
3 |
+
model: /kaggle/working/yolo11x.pt
|
4 |
+
data: /kaggle/working/Corn-Pest-Detection-2-3/pest.yaml
|
5 |
+
epochs: 50
|
6 |
+
time: null
|
7 |
+
patience: 5
|
8 |
+
batch: 64
|
9 |
+
imgsz: 640
|
10 |
+
save: true
|
11 |
+
save_period: 50
|
12 |
+
cache: false
|
13 |
+
device:
|
14 |
+
- 0
|
15 |
+
- 1
|
16 |
+
workers: 16
|
17 |
+
project: null
|
18 |
+
name: corn-pest-detection
|
19 |
+
exist_ok: false
|
20 |
+
pretrained: true
|
21 |
+
optimizer: SGD
|
22 |
+
verbose: true
|
23 |
+
seed: 42
|
24 |
+
deterministic: true
|
25 |
+
single_cls: false
|
26 |
+
rect: false
|
27 |
+
cos_lr: true
|
28 |
+
close_mosaic: 10
|
29 |
+
resume: false
|
30 |
+
amp: true
|
31 |
+
fraction: 1.0
|
32 |
+
profile: false
|
33 |
+
freeze:
|
34 |
+
- 0
|
35 |
+
- 1
|
36 |
+
- 2
|
37 |
+
- 3
|
38 |
+
- 4
|
39 |
+
- 5
|
40 |
+
- 6
|
41 |
+
multi_scale: false
|
42 |
+
overlap_mask: true
|
43 |
+
mask_ratio: 4
|
44 |
+
dropout: 0.2
|
45 |
+
val: true
|
46 |
+
split: val
|
47 |
+
save_json: false
|
48 |
+
save_hybrid: false
|
49 |
+
conf: null
|
50 |
+
iou: 0.7
|
51 |
+
max_det: 300
|
52 |
+
half: false
|
53 |
+
dnn: false
|
54 |
+
plots: true
|
55 |
+
source: null
|
56 |
+
vid_stride: 1
|
57 |
+
stream_buffer: false
|
58 |
+
visualize: false
|
59 |
+
augment: false
|
60 |
+
agnostic_nms: false
|
61 |
+
classes: null
|
62 |
+
retina_masks: false
|
63 |
+
embed: null
|
64 |
+
show: false
|
65 |
+
save_frames: false
|
66 |
+
save_txt: false
|
67 |
+
save_conf: false
|
68 |
+
save_crop: false
|
69 |
+
show_labels: true
|
70 |
+
show_conf: true
|
71 |
+
show_boxes: true
|
72 |
+
line_width: null
|
73 |
+
format: torchscript
|
74 |
+
keras: false
|
75 |
+
optimize: false
|
76 |
+
int8: false
|
77 |
+
dynamic: false
|
78 |
+
simplify: true
|
79 |
+
opset: null
|
80 |
+
workspace: 4
|
81 |
+
nms: false
|
82 |
+
lr0: 0.001
|
83 |
+
lrf: 0.01
|
84 |
+
momentum: 0.95
|
85 |
+
weight_decay: 0.0001
|
86 |
+
warmup_epochs: 2.0
|
87 |
+
warmup_momentum: 0.8
|
88 |
+
warmup_bias_lr: 0.1
|
89 |
+
box: 6.0
|
90 |
+
cls: 1.0
|
91 |
+
dfl: 2.5
|
92 |
+
pose: 12.0
|
93 |
+
kobj: 1.0
|
94 |
+
label_smoothing: 0.1
|
95 |
+
nbs: 64
|
96 |
+
hsv_h: 0.015
|
97 |
+
hsv_s: 0.7
|
98 |
+
hsv_v: 0.4
|
99 |
+
degrees: 0.0
|
100 |
+
translate: 0.1
|
101 |
+
scale: 0.5
|
102 |
+
shear: 0.0
|
103 |
+
perspective: 0.0
|
104 |
+
flipud: 0.0
|
105 |
+
fliplr: 0.5
|
106 |
+
bgr: 0.0
|
107 |
+
mosaic: 1.0
|
108 |
+
mixup: 0.0
|
109 |
+
copy_paste: 0.0
|
110 |
+
copy_paste_mode: flip
|
111 |
+
auto_augment: false
|
112 |
+
erasing: 0.4
|
113 |
+
crop_fraction: 1.0
|
114 |
+
cfg: null
|
115 |
+
tracker: botsort.yaml
|
116 |
+
save_dir: runs/detect/corn-pest-detection
|
confusion_matrix.png
ADDED
![]() |
confusion_matrix_normalized.png
ADDED
![]() |
events.out.tfevents.1729622329.61e579ab42c6.128.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0a1d24eacfe033f35577595094379f6fda7a39fee84335b3c426291426d3dba1
|
3 |
+
size 543194
|
labels.jpg
ADDED
![]() |
labels_correlogram.jpg
ADDED
![]() |
results.csv
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
epoch,time,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 |
+
1,150.154,1.20649,7.20287,3.4516,0.21765,0.36694,0.23338,0.11098,1.36743,5.08391,3.88727,0.0511188,0.00049375,0.00049375
|
3 |
+
2,293.246,1.01261,4.64246,2.81436,0.42075,0.47628,0.47476,0.25336,1.22032,3.41546,3.51968,0.00161778,0.000992779,0.000992779
|
4 |
+
3,435.567,0.98565,3.74341,2.73224,0.44591,0.6207,0.54659,0.32134,1.12744,2.9997,3.40267,0.000996097,0.000996097,0.000996097
|
5 |
+
4,577.79,0.94111,3.23384,2.67467,0.4731,0.61709,0.55744,0.32478,1.11275,2.77233,3.43982,0.000991232,0.000991232,0.000991232
|
6 |
+
5,719.749,0.91916,2.99434,2.63481,0.47822,0.61081,0.58588,0.34526,1.10363,2.58765,3.30792,0.000984449,0.000984449,0.000984449
|
7 |
+
6,861.661,0.89554,2.73133,2.56655,0.5398,0.60618,0.58977,0.34665,1.08149,2.55088,3.30169,0.000975773,0.000975773,0.000975773
|
8 |
+
7,1003.63,0.87966,2.60034,2.55601,0.52347,0.57054,0.56754,0.34727,1.07139,2.55805,3.22013,0.000965239,0.000965239,0.000965239
|
9 |
+
8,1145.31,0.87089,2.43707,2.52225,0.5505,0.57311,0.58211,0.36146,1.06571,2.60104,3.24201,0.000952889,0.000952889,0.000952889
|
10 |
+
9,1287.24,0.85434,2.33274,2.50363,0.51051,0.60413,0.57177,0.34757,1.07029,2.8181,3.27659,0.000938772,0.000938772,0.000938772
|
11 |
+
10,1428.74,0.83039,2.21919,2.47572,0.54137,0.63998,0.61395,0.38514,1.06532,2.44834,3.22023,0.000922942,0.000922942,0.000922942
|
12 |
+
11,1570.88,0.81713,2.12395,2.4377,0.61019,0.58453,0.6192,0.38894,1.05218,2.43128,3.20871,0.000905463,0.000905463,0.000905463
|
13 |
+
12,1712.95,0.81885,2.11455,2.43898,0.58469,0.58924,0.62233,0.38757,1.04722,2.44061,3.20754,0.000886404,0.000886404,0.000886404
|
14 |
+
13,1854.58,0.8045,2.03483,2.41551,0.54244,0.61772,0.60262,0.37493,1.05009,2.56352,3.21334,0.000865839,0.000865839,0.000865839
|
15 |
+
14,1996.34,0.78914,1.93238,2.4101,0.59932,0.60768,0.62419,0.38727,1.04312,2.48041,3.24569,0.000843851,0.000843851,0.000843851
|
16 |
+
15,2138.09,0.77108,1.82127,2.35387,0.56545,0.6366,0.60895,0.38654,1.01714,2.65989,3.17301,0.000820525,0.000820525,0.000820525
|
17 |
+
16,2279.97,0.76539,1.81768,2.34745,0.56923,0.631,0.62627,0.38759,1.08878,2.5828,3.3554,0.000795954,0.000795954,0.000795954
|
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 sha256:6bd5c0cd2ffe33fa5e361f821276b2166d10cb5cc987d19e49a142e687b41895
|
3 |
+
size 114414738
|
weights/epoch0.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fdc3d45375d59424883befb7a9611281bdf6fd14c9910fd1883fbca7dbe334b0
|
3 |
+
size 200822888
|
weights/last.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ff51bc10772dc955b9700ff247ca318ece2fffca4ad3f7eefe42dad117e4dc9d
|
3 |
+
size 114414738
|