hasil train yolo
16
.gitignore
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runs/*
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Test*
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dataset*
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botol*
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bottle*
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kaleng*
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can*
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others*
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plastik*
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train*/
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val*
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desktop.ini
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!runs/classify/
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!runs/classify/train/
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!runs/classify/train*/
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109
runs/classify/train/args.yaml
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task: classify
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||||||
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mode: train
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||||||
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model: yolo11n-cls.pt
|
||||||
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data: dataset1
|
||||||
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epochs: 50
|
||||||
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time: null
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||||||
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patience: 100
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||||||
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batch: 16
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||||||
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imgsz: 224
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save: true
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save_period: -1
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cache: false
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device: null
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workers: 8
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project: null
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name: train
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exist_ok: false
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pretrained: true
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optimizer: auto
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verbose: true
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seed: 0
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deterministic: true
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single_cls: false
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rect: false
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cos_lr: false
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close_mosaic: 10
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mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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save_json: false
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conf: null
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iou: 0.7
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max_det: 300
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half: false
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dnn: false
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||||||
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format: torchscript
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||||||
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keras: false
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||||||
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optimize: false
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||||||
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int8: false
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||||||
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dynamic: false
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||||||
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simplify: true
|
||||||
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opset: null
|
||||||
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workspace: null
|
||||||
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nms: false
|
||||||
|
lr0: 0.01
|
||||||
|
lrf: 0.01
|
||||||
|
momentum: 0.937
|
||||||
|
weight_decay: 0.0005
|
||||||
|
warmup_epochs: 3.0
|
||||||
|
warmup_momentum: 0.8
|
||||||
|
warmup_bias_lr: 0.1
|
||||||
|
box: 7.5
|
||||||
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cls: 0.5
|
||||||
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dfl: 1.5
|
||||||
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pose: 12.0
|
||||||
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|
||||||
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|
||||||
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|
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|
||||||
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||||||
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|
||||||
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|
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|
||||||
|
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|
||||||
|
auto_augment: randaugment
|
||||||
|
erasing: 0.4
|
||||||
|
cfg: null
|
||||||
|
tracker: botsort.yaml
|
||||||
|
save_dir: G:\My Drive\Smart-Bin\NewDataset\runs\classify\train
|
||||||
109
runs/classify/train2/args.yaml
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|
|||||||
|
task: classify
|
||||||
|
mode: train
|
||||||
|
model: yolo11n-cls.pt
|
||||||
|
data: dataset1
|
||||||
|
epochs: 50
|
||||||
|
time: null
|
||||||
|
patience: 100
|
||||||
|
batch: 16
|
||||||
|
imgsz: 224
|
||||||
|
save: true
|
||||||
|
save_period: -1
|
||||||
|
cache: false
|
||||||
|
device: null
|
||||||
|
workers: 8
|
||||||
|
project: null
|
||||||
|
name: train2
|
||||||
|
exist_ok: false
|
||||||
|
pretrained: true
|
||||||
|
optimizer: auto
|
||||||
|
verbose: true
|
||||||
|
seed: 0
|
||||||
|
deterministic: true
|
||||||
|
single_cls: false
|
||||||
|
rect: false
|
||||||
|
cos_lr: false
|
||||||
|
close_mosaic: 10
|
||||||
|
resume: false
|
||||||
|
amp: true
|
||||||
|
fraction: 1.0
|
||||||
|
profile: false
|
||||||
|
freeze: null
|
||||||
|
multi_scale: 0.0
|
||||||
|
compile: false
|
||||||
|
overlap_mask: true
|
||||||
|
mask_ratio: 4
|
||||||
|
dropout: 0.0
|
||||||
|
val: true
|
||||||
|
split: val
|
||||||
|
save_json: false
|
||||||
|
conf: null
|
||||||
|
iou: 0.7
|
||||||
|
max_det: 300
|
||||||
|
half: false
|
||||||
|
dnn: false
|
||||||
|
plots: true
|
||||||
|
end2end: null
|
||||||
|
source: null
|
||||||
|
vid_stride: 1
|
||||||
|
stream_buffer: false
|
||||||
|
visualize: false
|
||||||
|
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|
||||||
|
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|
||||||
|
classes: null
|
||||||
|
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|
||||||
|
embed: null
|
||||||
|
show: false
|
||||||
|
save_frames: false
|
||||||
|
save_txt: false
|
||||||
|
save_conf: false
|
||||||
|
save_crop: false
|
||||||
|
show_labels: true
|
||||||
|
show_conf: true
|
||||||
|
show_boxes: true
|
||||||
|
line_width: null
|
||||||
|
format: torchscript
|
||||||
|
keras: false
|
||||||
|
optimize: false
|
||||||
|
int8: false
|
||||||
|
dynamic: false
|
||||||
|
simplify: true
|
||||||
|
opset: null
|
||||||
|
workspace: null
|
||||||
|
nms: false
|
||||||
|
lr0: 0.01
|
||||||
|
lrf: 0.01
|
||||||
|
momentum: 0.937
|
||||||
|
weight_decay: 0.0005
|
||||||
|
warmup_epochs: 3.0
|
||||||
|
warmup_momentum: 0.8
|
||||||
|
warmup_bias_lr: 0.1
|
||||||
|
box: 7.5
|
||||||
|
cls: 0.5
|
||||||
|
dfl: 1.5
|
||||||
|
pose: 12.0
|
||||||
|
kobj: 1.0
|
||||||
|
rle: 1.0
|
||||||
|
angle: 1.0
|
||||||
|
nbs: 64
|
||||||
|
hsv_h: 0.015
|
||||||
|
hsv_s: 0.7
|
||||||
|
hsv_v: 0.4
|
||||||
|
degrees: 0.0
|
||||||
|
translate: 0.1
|
||||||
|
scale: 0.5
|
||||||
|
shear: 0.0
|
||||||
|
perspective: 0.0
|
||||||
|
flipud: 0.0
|
||||||
|
fliplr: 0.5
|
||||||
|
bgr: 0.0
|
||||||
|
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|
||||||
|
mixup: 0.0
|
||||||
|
cutmix: 0.0
|
||||||
|
copy_paste: 0.0
|
||||||
|
copy_paste_mode: flip
|
||||||
|
auto_augment: randaugment
|
||||||
|
erasing: 0.4
|
||||||
|
cfg: null
|
||||||
|
tracker: botsort.yaml
|
||||||
|
save_dir: G:\My Drive\Smart-Bin\NewDataset\runs\classify\train2
|
||||||
BIN
runs/classify/train2/confusion_matrix.png
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|
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runs/classify/train2/confusion_matrix_normalized.png
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|
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51
runs/classify/train2/results.csv
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|
|||||||
|
epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
|
||||||
|
1,17.196,0.7232,0.93333,1,0.21564,0.000468394,0.000468394,0.000468394
|
||||||
|
2,25.6802,0.30348,0.94667,1,0.13853,0.000926022,0.000926022,0.000926022
|
||||||
|
3,32.4317,0.26099,0.88,1,0.30312,0.00136479,0.00136479,0.00136479
|
||||||
|
4,37.5739,0.26635,0.85333,1,1.27915,0.00134412,0.00134412,0.00134412
|
||||||
|
5,42.8118,0.28538,0.89333,1,0.2562,0.00131582,0.00131582,0.00131582
|
||||||
|
6,48.2115,0.253,0.78,1,1.39121,0.00128753,0.00128753,0.00128753
|
||||||
|
7,53.8989,0.26497,0.91333,1,0.34656,0.00125923,0.00125923,0.00125923
|
||||||
|
8,58.7079,0.19846,0.88,1,0.36226,0.00123094,0.00123094,0.00123094
|
||||||
|
9,63.4706,0.22324,0.88,1,0.32712,0.00120265,0.00120265,0.00120265
|
||||||
|
10,68.4538,0.20243,0.95333,1,0.16115,0.00117435,0.00117435,0.00117435
|
||||||
|
11,72.7846,0.16266,0.9,1,0.20503,0.00114606,0.00114606,0.00114606
|
||||||
|
12,77.4347,0.183,0.96,1,0.09489,0.00111776,0.00111776,0.00111776
|
||||||
|
13,82.2759,0.11574,0.94,1,0.15847,0.00108947,0.00108947,0.00108947
|
||||||
|
14,86.9616,0.13162,0.9,1,0.31243,0.00106118,0.00106118,0.00106118
|
||||||
|
15,91.4902,0.14912,0.96,1,0.11051,0.00103288,0.00103288,0.00103288
|
||||||
|
16,95.8611,0.12044,0.96667,1,0.07873,0.00100459,0.00100459,0.00100459
|
||||||
|
17,100.182,0.11352,0.92667,1,0.23683,0.000976293,0.000976293,0.000976293
|
||||||
|
18,104.719,0.11058,0.96,1,0.10991,0.000947999,0.000947999,0.000947999
|
||||||
|
19,109.18,0.07388,0.96667,1,0.08041,0.000919704,0.000919704,0.000919704
|
||||||
|
20,113.724,0.0676,0.95333,1,0.15167,0.00089141,0.00089141,0.00089141
|
||||||
|
21,118.328,0.10912,0.95333,1,0.09731,0.000863116,0.000863116,0.000863116
|
||||||
|
22,123.003,0.09131,0.93333,1,0.11433,0.000834822,0.000834822,0.000834822
|
||||||
|
23,127.448,0.07576,0.94667,1,0.13943,0.000806528,0.000806528,0.000806528
|
||||||
|
24,131.712,0.10455,0.91333,1,0.21007,0.000778233,0.000778233,0.000778233
|
||||||
|
25,136.113,0.08877,0.86667,1,0.50044,0.000749939,0.000749939,0.000749939
|
||||||
|
26,140.704,0.08691,0.9,1,0.34083,0.000721645,0.000721645,0.000721645
|
||||||
|
27,145.467,0.05855,0.91333,1,0.25338,0.000693351,0.000693351,0.000693351
|
||||||
|
28,149.992,0.06557,0.94,1,0.14813,0.000665057,0.000665057,0.000665057
|
||||||
|
29,154.282,0.05799,0.94,1,0.15513,0.000636762,0.000636762,0.000636762
|
||||||
|
30,158.984,0.05786,0.98,1,0.06441,0.000608468,0.000608468,0.000608468
|
||||||
|
31,163.284,0.04731,0.98,1,0.04349,0.000580174,0.000580174,0.000580174
|
||||||
|
32,167.855,0.04791,0.90667,1,0.24226,0.00055188,0.00055188,0.00055188
|
||||||
|
33,172.75,0.05605,0.96667,1,0.0923,0.000523586,0.000523586,0.000523586
|
||||||
|
34,177.572,0.04981,0.94667,1,0.10938,0.000495291,0.000495291,0.000495291
|
||||||
|
35,181.972,0.04335,0.87333,1,0.25908,0.000466997,0.000466997,0.000466997
|
||||||
|
36,186.349,0.04659,0.90667,1,0.28723,0.000438703,0.000438703,0.000438703
|
||||||
|
37,190.814,0.04157,0.92667,1,0.14376,0.000410409,0.000410409,0.000410409
|
||||||
|
38,195.483,0.04647,0.93333,1,0.15111,0.000382115,0.000382115,0.000382115
|
||||||
|
39,199.81,0.0404,0.93333,1,0.14298,0.00035382,0.00035382,0.00035382
|
||||||
|
40,205.35,0.03053,0.96,1,0.08349,0.000325526,0.000325526,0.000325526
|
||||||
|
41,255.616,0.0345,0.93333,1,0.11085,0.000297232,0.000297232,0.000297232
|
||||||
|
42,261.384,0.02784,0.92667,1,0.18352,0.000268938,0.000268938,0.000268938
|
||||||
|
43,266.176,0.03198,0.98,1,0.05693,0.000240644,0.000240644,0.000240644
|
||||||
|
44,271.048,0.0281,0.95333,1,0.08433,0.000212349,0.000212349,0.000212349
|
||||||
|
45,276.01,0.02883,0.94667,1,0.10117,0.000184055,0.000184055,0.000184055
|
||||||
|
46,280.37,0.03334,0.98,1,0.0608,0.000155761,0.000155761,0.000155761
|
||||||
|
47,284.756,0.03015,0.96,1,0.07358,0.000127467,0.000127467,0.000127467
|
||||||
|
48,289.108,0.03091,0.94667,1,0.09654,9.91726e-05,9.91726e-05,9.91726e-05
|
||||||
|
49,293.298,0.02845,0.94667,1,0.09857,7.08784e-05,7.08784e-05,7.08784e-05
|
||||||
|
50,297.472,0.02004,0.96,1,0.09198,4.25842e-05,4.25842e-05,4.25842e-05
|
||||||
|
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runs/classify/train2/weights/best.pt
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runs/classify/train2/weights/last.pt
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runs/classify/train3/args.yaml
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|
|||||||
|
task: classify
|
||||||
|
mode: train
|
||||||
|
model: yolo26x-cls.pt
|
||||||
|
data: dataset1
|
||||||
|
epochs: 50
|
||||||
|
time: null
|
||||||
|
patience: 100
|
||||||
|
batch: 16
|
||||||
|
imgsz: 224
|
||||||
|
save: true
|
||||||
|
save_period: -1
|
||||||
|
cache: false
|
||||||
|
device: null
|
||||||
|
workers: 8
|
||||||
|
project: null
|
||||||
|
name: train3
|
||||||
|
exist_ok: false
|
||||||
|
pretrained: true
|
||||||
|
optimizer: auto
|
||||||
|
verbose: true
|
||||||
|
seed: 0
|
||||||
|
deterministic: true
|
||||||
|
single_cls: false
|
||||||
|
rect: false
|
||||||
|
cos_lr: false
|
||||||
|
close_mosaic: 10
|
||||||
|
resume: false
|
||||||
|
amp: true
|
||||||
|
fraction: 1.0
|
||||||
|
profile: false
|
||||||
|
freeze: null
|
||||||
|
multi_scale: 0.0
|
||||||
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51
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||||||
|
41,237.273,0.03537,0.96,1,0.08711,0.000297232,0.000297232,0.000297232
|
||||||
|
42,242.139,0.02308,0.95333,1,0.13214,0.000268938,0.000268938,0.000268938
|
||||||
|
43,246.852,0.01859,0.96667,1,0.10143,0.000240644,0.000240644,0.000240644
|
||||||
|
44,251.506,0.02491,0.96667,1,0.08824,0.000212349,0.000212349,0.000212349
|
||||||
|
45,255.817,0.03082,0.96667,1,0.0838,0.000184055,0.000184055,0.000184055
|
||||||
|
46,260.163,0.03407,0.96667,1,0.08905,0.000155761,0.000155761,0.000155761
|
||||||
|
47,264.522,0.03065,0.95333,1,0.09718,0.000127467,0.000127467,0.000127467
|
||||||
|
48,268.939,0.02238,0.95333,1,0.10553,9.91726e-05,9.91726e-05,9.91726e-05
|
||||||
|
49,273.344,0.02425,0.96,1,0.12025,7.08784e-05,7.08784e-05,7.08784e-05
|
||||||
|
50,277.599,0.02704,0.95333,1,0.10661,4.25842e-05,4.25842e-05,4.25842e-05
|
||||||
|
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