[CF]提交文件
1
data/labels/aut/124bc07e-test_170.txt
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0 0.48771291971206665 0.7472500205039978 0.1420592963695526 0.09844733029603958
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data/labels/aut/2c3a0daf-test_120.txt
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0 0.4994882047176361 0.4316258728504181 0.06551017612218857 0.2727106511592865
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1
data/labels/aut/3ab9529c-test_150.txt
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0 0.40836668014526367 0.8042894005775452 0.12351169437170029 0.23603889346122742
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data/labels/aut/3dc0398b-test_180.txt
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0 0.4408986270427704 0.5993431806564331 0.13503237068653107 0.09413503110408783
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data/labels/aut/4d8c6c92-test_60.txt
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0 0.5420313477516174 0.30165743827819824 0.07260242849588394 0.21659258008003235
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data/labels/aut/53996c6c-test_200.txt
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0 0.41204801201820374 0.6444148421287537 0.13645657896995544 0.09047947824001312
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1
data/labels/aut/5bb06d35-test_190.txt
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0 0.42228877544403076 0.6267367601394653 0.13304485380649567 0.09101291000843048
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data/labels/aut/62b7a876-test_40.txt
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0 0.37702181935310364 0.4168713688850403 0.11676235496997833 0.16663137078285217
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data/labels/aut/98fae6f6-test_100.txt
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0 0.6337539553642273 0.49059435725212097 0.058382414281368256 0.23265939950942993
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data/labels/aut/a7054cac-test_30.txt
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0 0.23642759025096893 0.5935156345367432 0.14542384445667267 0.15417061746120453
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data/labels/aut/b187ff7e-test_20.txt
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0 0.07122450321912766 0.9290686845779419 0.1418805867433548 0.1389940083026886
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data/labels/aut/b99ddce0-test_130.txt
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0 0.47170019149780273 0.46518373489379883 0.07083358615636826 0.2886744439601898
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data/labels/aut/bb15ed26-test_110.txt
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0 0.558928906917572 0.4562530517578125 0.06115283817052841 0.2527773976325989
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data/labels/aut/c2aa44cb-test_80.txt
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0 0.6931028366088867 0.46893933415412903 0.055806733667850494 0.2130880504846573
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data/labels/aut/c7774575-test_50.txt
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0 0.46084585785865784 0.3432014584541321 0.09701843559741974 0.198017880320549
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data/labels/aut/d6032bbd-test_70.txt
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0 0.6320920586585999 0.33943668007850647 0.07225856930017471 0.22301295399665833
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1
data/labels/aut/f8621c43-test_90.txt
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0 0.6932379007339478 0.47050267457962036 0.053142547607421875 0.2151389867067337
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1
data/labels/aut/ff93d629-test_140.txt
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0 0.42775678634643555 0.5280251502990723 0.08043766021728516 0.29130128026008606
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runs/detect/predict44/3.avi
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runs/detect/predict45/3.avi
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runs/detect/predict46/4.avi
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runs/detect/predict47/4.avi
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runs/detect/predict48/4.avi
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runs/detect/train33/F1_curve.png
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runs/detect/train33/PR_curve.png
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runs/detect/train33/P_curve.png
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runs/detect/train33/R_curve.png
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105
runs/detect/train33/args.yaml
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task: detect
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mode: train
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model: C:\workspace\le-yolo\runs\detect\train32\weights\last.pt
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data: data.yaml
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epochs: 100
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time: null
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patience: 100
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batch: 8
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imgsz: 640
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save: true
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save_period: -1
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cache: false
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device: cpu
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workers: 8
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project: null
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name: train33
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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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resume: false
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amp: true
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fraction: 1.0
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profile: false
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freeze: null
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multi_scale: false
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overlap_mask: true
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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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plots: true
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source: null
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vid_stride: 1
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stream_buffer: false
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visualize: false
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augment: false
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agnostic_nms: false
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classes: null
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retina_masks: false
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embed: null
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show: false
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save_frames: false
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save_txt: false
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save_conf: false
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save_crop: false
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show_labels: true
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show_conf: true
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show_boxes: true
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line_width: null
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format: torchscript
|
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keras: false
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optimize: false
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|
int8: false
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|
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
|
||||||
|
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
|
||||||
|
mosaic: 1.0
|
||||||
|
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
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|
save_dir: C:\workspace\le-yolo\runs\detect\train33
|
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runs/detect/train33/confusion_matrix.png
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runs/detect/train33/confusion_matrix_normalized.png
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runs/detect/train33/labels.jpg
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101
runs/detect/train33/results.csv
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|
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
|
||||||
|
1,8.19565,0.6123,0.42514,0.85093,0.85002,0.78723,0.82832,0.50816,1.80487,1.47621,2.33057,4e-05,4e-05,4e-05
|
||||||
|
2,15.3017,0.66534,0.53562,0.87155,0.8344,0.78723,0.83036,0.5196,1.76007,1.45615,2.28748,9.901e-05,9.901e-05,9.901e-05
|
||||||
|
3,22.3171,0.46011,0.40293,0.79484,0.8179,0.78723,0.82571,0.53271,1.72346,1.38779,2.29071,0.000156832,0.000156832,0.000156832
|
||||||
|
4,29.3482,0.48561,0.38664,0.82306,0.81757,0.78723,0.82479,0.57843,1.7127,1.25326,2.29166,0.000213466,0.000213466,0.000213466
|
||||||
|
5,36.2965,0.5879,0.41799,0.84057,0.80415,0.78626,0.81995,0.59846,1.69675,1.18674,2.25637,0.000268912,0.000268912,0.000268912
|
||||||
|
6,43.2963,0.56342,0.40027,0.84787,0.89573,0.74468,0.81436,0.60453,1.71434,1.14562,2.27071,0.00032317,0.00032317,0.00032317
|
||||||
|
7,50.3653,0.53103,0.40434,0.84357,0.97136,0.72164,0.82671,0.61309,1.73075,1.15911,2.29835,0.00037624,0.00037624,0.00037624
|
||||||
|
8,57.319,0.47274,0.36386,0.82621,0.97133,0.72099,0.82748,0.62112,1.70931,1.20481,2.2703,0.000428122,0.000428122,0.000428122
|
||||||
|
9,64.3428,0.50674,0.38306,0.79211,0.92109,0.74506,0.82559,0.63513,1.71081,1.2395,2.31758,0.000478816,0.000478816,0.000478816
|
||||||
|
10,71.3905,0.64198,0.43668,0.92091,0.97196,0.73776,0.82913,0.65169,1.70463,1.32041,2.3293,0.000528322,0.000528322,0.000528322
|
||||||
|
11,78.4014,0.57753,0.38964,0.82857,0.97055,0.70118,0.82991,0.65084,1.69987,1.38742,2.32959,0.00057664,0.00057664,0.00057664
|
||||||
|
12,85.3138,0.55339,0.42266,0.83678,0.97102,0.71312,0.82396,0.65482,1.70748,1.46478,2.33817,0.00062377,0.00062377,0.00062377
|
||||||
|
13,92.2771,0.53662,0.4011,0.86549,0.96993,0.68639,0.81895,0.63714,1.71139,1.5585,2.2876,0.000669712,0.000669712,0.000669712
|
||||||
|
14,99.3688,0.57659,0.43712,0.85222,0.96963,0.67932,0.84129,0.63554,1.67829,1.51795,2.18553,0.000714466,0.000714466,0.000714466
|
||||||
|
15,106.662,0.57815,0.42548,0.86128,0.96963,0.67932,0.84129,0.63554,1.67829,1.51795,2.18553,0.000758032,0.000758032,0.000758032
|
||||||
|
16,113.628,0.43368,0.34128,0.81748,0.96966,0.68004,0.83286,0.63591,1.63659,1.48648,2.0786,0.00080041,0.00080041,0.00080041
|
||||||
|
17,120.627,0.55871,0.40548,0.82485,0.96968,0.68046,0.84555,0.64235,1.60074,1.47647,2.0353,0.0008416,0.0008416,0.0008416
|
||||||
|
18,127.543,0.55582,0.40161,0.84625,0.96968,0.68046,0.84555,0.64235,1.60074,1.47647,2.0353,0.000881602,0.000881602,0.000881602
|
||||||
|
19,134.434,0.53859,0.41031,0.79426,0.8967,0.74468,0.85219,0.64689,1.59435,1.36923,2.02562,0.000920416,0.000920416,0.000920416
|
||||||
|
20,141.449,0.56389,0.39246,0.87297,0.89682,0.73983,0.84506,0.63708,1.65019,1.39173,2.04865,0.000958042,0.000958042,0.000958042
|
||||||
|
21,148.383,0.68711,0.50048,0.89401,0.89682,0.73983,0.84506,0.63708,1.65019,1.39173,2.04865,0.00099448,0.00099448,0.00099448
|
||||||
|
22,155.397,0.60974,0.44176,0.8697,0.92181,0.80851,0.84721,0.60121,1.73777,1.39474,2.17404,0.00102973,0.00102973,0.00102973
|
||||||
|
23,162.255,0.62383,0.44065,0.89363,0.92181,0.80851,0.84721,0.60121,1.73777,1.39474,2.17404,0.00106379,0.00106379,0.00106379
|
||||||
|
24,169.144,0.61637,0.42128,0.84908,0.95603,0.76596,0.84298,0.58676,1.76988,1.44023,2.26672,0.00109667,0.00109667,0.00109667
|
||||||
|
25,176.058,0.54424,0.4066,0.82457,0.95603,0.76596,0.84298,0.58676,1.76988,1.44023,2.26672,0.00112835,0.00112835,0.00112835
|
||||||
|
26,183.033,0.54401,0.41685,0.88798,0.93117,0.76596,0.84709,0.60891,1.78102,1.56832,2.36092,0.00115885,0.00115885,0.00115885
|
||||||
|
27,189.95,0.56514,0.42403,0.85739,0.93117,0.76596,0.84709,0.60891,1.78102,1.56832,2.36092,0.00118816,0.00118816,0.00118816
|
||||||
|
28,196.907,0.62848,0.43825,0.82281,0.96449,0.76596,0.83318,0.60774,1.7698,1.50096,2.39655,0.00121628,0.00121628,0.00121628
|
||||||
|
29,203.859,0.51537,0.39396,0.84546,0.96449,0.76596,0.83318,0.60774,1.7698,1.50096,2.39655,0.00124322,0.00124322,0.00124322
|
||||||
|
30,211.22,0.54637,0.414,0.86373,0.96449,0.76596,0.83318,0.60774,1.7698,1.50096,2.39655,0.00126896,0.00126896,0.00126896
|
||||||
|
31,218.195,0.59268,0.46237,0.88145,0.97182,0.80851,0.86758,0.59169,1.70863,1.24076,2.35262,0.00129352,0.00129352,0.00129352
|
||||||
|
32,225.092,0.53659,0.4065,0.85673,0.97182,0.80851,0.86758,0.59169,1.70863,1.24076,2.35262,0.00131689,0.00131689,0.00131689
|
||||||
|
33,232.023,0.47217,0.39679,0.82819,0.94821,0.77929,0.86553,0.57845,1.77415,1.11564,2.52502,0.00133907,0.00133907,0.00133907
|
||||||
|
34,238.949,0.59883,0.45459,0.84118,0.94821,0.77929,0.86553,0.57845,1.77415,1.11564,2.52502,0.0013466,0.0013466,0.0013466
|
||||||
|
35,245.949,0.51164,0.37073,0.79914,0.94821,0.77929,0.86553,0.57845,1.77415,1.11564,2.52502,0.0013268,0.0013268,0.0013268
|
||||||
|
36,253.01,0.46679,0.40665,0.84171,0.85928,0.77962,0.84181,0.56946,1.82108,1.02139,2.65556,0.001307,0.001307,0.001307
|
||||||
|
37,259.981,0.53325,0.41161,0.80126,0.85928,0.77962,0.84181,0.56946,1.82108,1.02139,2.65556,0.0012872,0.0012872,0.0012872
|
||||||
|
38,267.189,0.53795,0.3962,0.79473,0.85928,0.77962,0.84181,0.56946,1.82108,1.02139,2.65556,0.0012674,0.0012674,0.0012674
|
||||||
|
39,275.044,0.61197,0.42033,0.81915,0.86886,0.84587,0.87175,0.57997,1.78428,0.98111,2.61525,0.0012476,0.0012476,0.0012476
|
||||||
|
40,286.253,0.56928,0.40607,0.92216,0.86886,0.84587,0.87175,0.57997,1.78428,0.98111,2.61525,0.0012278,0.0012278,0.0012278
|
||||||
|
41,299.781,0.5003,0.38856,0.83654,0.83151,0.82979,0.8562,0.5763,1.78778,1.03069,2.59941,0.001208,0.001208,0.001208
|
||||||
|
42,307.571,0.58049,0.4353,0.92086,0.83151,0.82979,0.8562,0.5763,1.78778,1.03069,2.59941,0.0011882,0.0011882,0.0011882
|
||||||
|
43,315.488,0.61644,0.43274,0.86363,0.83151,0.82979,0.8562,0.5763,1.78778,1.03069,2.59941,0.0011684,0.0011684,0.0011684
|
||||||
|
44,325.127,0.51729,0.3801,0.8377,0.88842,0.84708,0.87399,0.58317,1.76849,1.0061,2.56411,0.0011486,0.0011486,0.0011486
|
||||||
|
45,333.795,0.47493,0.36265,0.82626,0.88842,0.84708,0.87399,0.58317,1.76849,1.0061,2.56411,0.0011288,0.0011288,0.0011288
|
||||||
|
46,340.666,0.54997,0.40655,0.82877,0.88842,0.84708,0.87399,0.58317,1.76849,1.0061,2.56411,0.001109,0.001109,0.001109
|
||||||
|
47,347.681,0.53303,0.40042,0.83829,0.88845,0.84735,0.87697,0.59272,1.73879,0.96329,2.53257,0.0010892,0.0010892,0.0010892
|
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|
|||||||
|
task: detect
|
||||||
|
mode: train
|
||||||
|
model: C:\workspace\le-yolo\runs\detect\train33\weights\last.pt
|
||||||
|
data: data.yaml
|
||||||
|
epochs: 100
|
||||||
|
time: null
|
||||||
|
patience: 100
|
||||||
|
batch: 8
|
||||||
|
imgsz: 640
|
||||||
|
save: true
|
||||||
|
save_period: -1
|
||||||
|
cache: false
|
||||||
|
device: cpu
|
||||||
|
workers: 8
|
||||||
|
project: null
|
||||||
|
name: train34
|
||||||
|
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: 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
|
||||||
|
source: null
|
||||||
|
vid_stride: 1
|
||||||
|
stream_buffer: false
|
||||||
|
visualize: false
|
||||||
|
augment: false
|
||||||
|
agnostic_nms: false
|
||||||
|
classes: null
|
||||||
|
retina_masks: false
|
||||||
|
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
|
||||||
|
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
|
||||||
|
mosaic: 1.0
|
||||||
|
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: C:\workspace\le-yolo\runs\detect\train34
|
BIN
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101
runs/detect/train34/results.csv
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|
|||||||
|
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
|
||||||
|
1,7.81888,0.40855,0.33922,0.80473,0.84409,0.82979,0.86607,0.63484,1.78046,0.81425,2.76469,4e-05,4e-05,4e-05
|
||||||
|
2,14.9202,0.4567,0.38444,0.83673,0.84571,0.82979,0.86784,0.625,1.78213,0.81541,2.75956,9.901e-05,9.901e-05,9.901e-05
|
||||||
|
3,21.8849,0.35735,0.2944,0.76628,0.85975,0.82979,0.86747,0.62949,1.77584,0.81104,2.75492,0.000156832,0.000156832,0.000156832
|
||||||
|
4,28.8639,0.36621,0.31547,0.80646,0.86014,0.82979,0.87036,0.61869,1.7848,0.81956,2.7534,0.000213466,0.000213466,0.000213466
|
||||||
|
5,35.766,0.4494,0.3248,0.81091,0.85407,0.82979,0.86858,0.61714,1.78676,0.83502,2.74724,0.000268912,0.000268912,0.000268912
|
||||||
|
6,42.7321,0.397,0.32347,0.80914,0.84393,0.80851,0.86553,0.60353,1.79452,0.85721,2.77345,0.00032317,0.00032317,0.00032317
|
||||||
|
7,49.8284,0.45563,0.33678,0.84035,0.96519,0.70213,0.85534,0.59576,1.79831,0.90278,2.7767,0.00037624,0.00037624,0.00037624
|
||||||
|
8,56.896,0.38908,0.28972,0.81162,0.97033,0.70213,0.85845,0.59055,1.805,0.9195,2.77111,0.000428122,0.000428122,0.000428122
|
||||||
|
9,63.9057,0.41072,0.34576,0.78125,0.86762,0.74468,0.85261,0.5861,1.81456,0.92357,2.75458,0.000478816,0.000478816,0.000478816
|
||||||
|
10,70.7776,0.53852,0.3445,0.88501,0.9185,0.71947,0.85114,0.59431,1.81644,0.91401,2.77109,0.000528322,0.000528322,0.000528322
|
||||||
|
11,77.9852,0.40591,0.32482,0.8005,0.83196,0.82979,0.84894,0.60498,1.80368,0.93172,2.76664,0.00057664,0.00057664,0.00057664
|
||||||
|
12,84.9823,0.42888,0.31006,0.81173,0.84574,0.82979,0.84235,0.61447,1.82032,0.96969,2.79294,0.00062377,0.00062377,0.00062377
|
||||||
|
13,91.8976,0.39716,0.34213,0.83029,0.90354,0.80851,0.84194,0.61896,1.8454,0.99335,2.80276,0.000669712,0.000669712,0.000669712
|
||||||
|
14,98.7803,0.45316,0.36314,0.81122,0.93903,0.7234,0.82346,0.62571,1.85076,0.96665,2.81548,0.000714466,0.000714466,0.000714466
|
||||||
|
15,105.922,0.4154,0.33159,0.82962,0.93903,0.7234,0.82346,0.62571,1.85076,0.96665,2.81548,0.000758032,0.000758032,0.000758032
|
||||||
|
16,113.191,0.34316,0.28682,0.80127,0.99611,0.65957,0.80593,0.61505,1.86269,0.96323,2.86534,0.00080041,0.00080041,0.00080041
|
||||||
|
17,120.133,0.42995,0.32387,0.80731,0.94581,0.70213,0.79494,0.60977,1.90116,0.98842,2.95468,0.0008416,0.0008416,0.0008416
|
||||||
|
18,127.023,0.49696,0.36839,0.83459,0.94581,0.70213,0.79494,0.60977,1.90116,0.98842,2.95468,0.000881602,0.000881602,0.000881602
|
||||||
|
19,133.951,0.42163,0.31902,0.76892,0.963,0.70213,0.79925,0.61491,1.94436,0.9977,3.03922,0.000920416,0.000920416,0.000920416
|
||||||
|
20,140.815,0.44425,0.32256,0.85819,0.96861,0.70213,0.80642,0.62346,1.96628,0.99523,3.1024,0.000958042,0.000958042,0.000958042
|
||||||
|
21,147.808,0.45372,0.37404,0.84486,0.96861,0.70213,0.80642,0.62346,1.96628,0.99523,3.1024,0.00099448,0.00099448,0.00099448
|
||||||
|
22,154.789,0.48962,0.39128,0.82559,0.89772,0.74468,0.80508,0.62618,2.00494,1.02579,3.17958,0.00102973,0.00102973,0.00102973
|
||||||
|
23,161.625,0.49059,0.38311,0.8681,0.89772,0.74468,0.80508,0.62618,2.00494,1.02579,3.17958,0.00106379,0.00106379,0.00106379
|
||||||
|
24,168.541,0.50843,0.38809,0.83613,0.92437,0.7803,0.8066,0.62115,2.0265,1.06524,3.24145,0.00109667,0.00109667,0.00109667
|
||||||
|
25,175.495,0.46984,0.35787,0.80774,0.92437,0.7803,0.8066,0.62115,2.0265,1.06524,3.24145,0.00112835,0.00112835,0.00112835
|
||||||
|
26,182.386,0.49159,0.37449,0.86963,0.9267,0.76596,0.80848,0.6189,2.0408,1.17249,3.23942,0.00115885,0.00115885,0.00115885
|
||||||
|
27,189.306,0.49944,0.37779,0.84759,0.9267,0.76596,0.80848,0.6189,2.0408,1.17249,3.23942,0.00118816,0.00118816,0.00118816
|
||||||
|
28,196.199,0.50773,0.38198,0.78807,0.96108,0.76596,0.81752,0.62825,2.03288,1.32024,3.21273,0.00121628,0.00121628,0.00121628
|
||||||
|
29,203.054,0.51733,0.36412,0.84258,0.96108,0.76596,0.81752,0.62825,2.03288,1.32024,3.21273,0.00124322,0.00124322,0.00124322
|
||||||
|
30,209.887,0.52901,0.37507,0.85961,0.96108,0.76596,0.81752,0.62825,2.03288,1.32024,3.21273,0.00126896,0.00126896,0.00126896
|
||||||
|
31,216.779,0.51046,0.41363,0.86673,0.97337,0.77785,0.83136,0.63323,2.03471,1.5062,3.17234,0.00129352,0.00129352,0.00129352
|
||||||
|
32,223.584,0.46045,0.36035,0.84578,0.97337,0.77785,0.83136,0.63323,2.03471,1.5062,3.17234,0.00131689,0.00131689,0.00131689
|
||||||
|
33,230.454,0.44136,0.34574,0.81908,0.97051,0.70015,0.83092,0.62126,2.07433,1.64164,3.17379,0.00133907,0.00133907,0.00133907
|
||||||
|
34,237.285,0.51598,0.38923,0.82282,0.97051,0.70015,0.83092,0.62126,2.07433,1.64164,3.17379,0.0013466,0.0013466,0.0013466
|
||||||
|
35,244.21,0.50408,0.34758,0.79895,0.97051,0.70015,0.83092,0.62126,2.07433,1.64164,3.17379,0.0013268,0.0013268,0.0013268
|
||||||
|
36,251.053,0.49934,0.35057,0.83576,0.97049,0.69973,0.83806,0.62848,2.04767,1.67156,3.12085,0.001307,0.001307,0.001307
|
||||||
|
37,258.071,0.46787,0.36039,0.79053,0.97049,0.69973,0.83806,0.62848,2.04767,1.67156,3.12085,0.0012872,0.0012872,0.0012872
|
||||||
|
38,264.964,0.48964,0.35635,0.78144,0.97049,0.69973,0.83806,0.62848,2.04767,1.67156,3.12085,0.0012674,0.0012674,0.0012674
|
||||||
|
39,271.825,0.53638,0.37517,0.81427,0.97052,0.70061,0.84994,0.63411,2.03384,1.64272,3.09372,0.0012476,0.0012476,0.0012476
|
||||||
|
40,278.639,0.49131,0.37224,0.8906,0.97052,0.70061,0.84994,0.63411,2.03384,1.64272,3.09372,0.0012278,0.0012278,0.0012278
|
||||||
|
41,285.474,0.45313,0.35364,0.82427,0.97059,0.70207,0.8538,0.64555,2.01441,1.55511,3.05566,0.001208,0.001208,0.001208
|
||||||
|
42,292.471,0.56954,0.41026,0.91147,0.97059,0.70207,0.8538,0.64555,2.01441,1.55511,3.05566,0.0011882,0.0011882,0.0011882
|
||||||
|
43,299.396,0.53634,0.42004,0.84772,0.97059,0.70207,0.8538,0.64555,2.01441,1.55511,3.05566,0.0011684,0.0011684,0.0011684
|
||||||
|
44,306.276,0.46365,0.35506,0.8292,0.97046,0.69915,0.83607,0.63943,1.97387,1.52009,2.96488,0.0011486,0.0011486,0.0011486
|
||||||
|
45,313.21,0.44749,0.34526,0.82321,0.97046,0.69915,0.83607,0.63943,1.97387,1.52009,2.96488,0.0011288,0.0011288,0.0011288
|
||||||
|
46,320.101,0.47323,0.38278,0.82612,0.97046,0.69915,0.83607,0.63943,1.97387,1.52009,2.96488,0.001109,0.001109,0.001109
|
||||||
|
47,326.991,0.54778,0.37734,0.83268,0.88531,0.76596,0.83777,0.62672,1.97356,1.45384,2.90173,0.0010892,0.0010892,0.0010892
|
||||||
|
48,333.925,0.52932,0.38972,0.83059,0.88531,0.76596,0.83777,0.62672,1.97356,1.45384,2.90173,0.0010694,0.0010694,0.0010694
|
||||||
|
49,340.765,0.54018,0.36263,0.82299,0.97055,0.70115,0.82678,0.60685,2.01181,1.38581,2.87906,0.0010496,0.0010496,0.0010496
|
||||||
|
50,347.616,0.50084,0.36398,0.82012,0.97055,0.70115,0.82678,0.60685,2.01181,1.38581,2.87906,0.0010298,0.0010298,0.0010298
|
||||||
|
51,354.453,0.4967,0.36371,0.79329,0.97055,0.70115,0.82678,0.60685,2.01181,1.38581,2.87906,0.00101,0.00101,0.00101
|
||||||
|
52,361.582,0.5445,0.39983,0.81865,0.82893,0.78723,0.82412,0.57336,2.06828,1.24955,2.8961,0.0009902,0.0009902,0.0009902
|
||||||
|
53,369.237,0.49069,0.38413,0.8316,0.82893,0.78723,0.82412,0.57336,2.06828,1.24955,2.8961,0.0009704,0.0009704,0.0009704
|
||||||
|
54,377.205,0.49952,0.35503,0.82021,0.82893,0.78723,0.82412,0.57336,2.06828,1.24955,2.8961,0.0009506,0.0009506,0.0009506
|
||||||
|
55,385.183,0.636,0.46009,0.88236,0.94088,0.67737,0.80621,0.55748,2.1041,1.09762,2.9245,0.0009308,0.0009308,0.0009308
|
||||||
|
56,393.066,0.55562,0.38702,0.84868,0.94088,0.67737,0.80621,0.55748,2.1041,1.09762,2.9245,0.000911,0.000911,0.000911
|
||||||
|
57,400.944,0.52055,0.38838,0.82652,0.96855,0.65531,0.78603,0.5602,2.07745,1.01106,2.86954,0.0008912,0.0008912,0.0008912
|
||||||
|
58,408.86,0.49561,0.36914,0.82121,0.96855,0.65531,0.78603,0.5602,2.07745,1.01106,2.86954,0.0008714,0.0008714,0.0008714
|
||||||
|
59,416.854,0.52885,0.40393,0.80281,0.96855,0.65531,0.78603,0.5602,2.07745,1.01106,2.86954,0.0008516,0.0008516,0.0008516
|
||||||
|
60,425.265,0.458,0.36311,0.80088,0.89117,0.69698,0.79692,0.58467,2.0062,1.01023,2.82871,0.0008318,0.0008318,0.0008318
|
||||||
|
61,433.638,0.38088,0.34895,0.7611,0.89117,0.69698,0.79692,0.58467,2.0062,1.01023,2.82871,0.000812,0.000812,0.000812
|
||||||
|
62,441.559,0.48188,0.35389,0.8521,0.89117,0.69698,0.79692,0.58467,2.0062,1.01023,2.82871,0.0007922,0.0007922,0.0007922
|
||||||
|
63,449.426,0.47732,0.37489,0.85298,0.95991,0.65957,0.81352,0.5901,1.95497,0.99308,2.77816,0.0007724,0.0007724,0.0007724
|
||||||
|
64,457.378,0.5067,0.38418,0.86907,0.95991,0.65957,0.81352,0.5901,1.95497,0.99308,2.77816,0.0007526,0.0007526,0.0007526
|
||||||
|
65,464.934,0.42768,0.34841,0.82652,0.96075,0.65957,0.81527,0.5812,1.95265,1.01464,2.75051,0.0007328,0.0007328,0.0007328
|
||||||
|
66,471.885,0.43212,0.36277,0.80533,0.96075,0.65957,0.81527,0.5812,1.95265,1.01464,2.75051,0.000713,0.000713,0.000713
|
||||||
|
67,478.963,0.53187,0.39553,0.84324,0.96075,0.65957,0.81527,0.5812,1.95265,1.01464,2.75051,0.0006932,0.0006932,0.0006932
|
||||||
|
68,486.312,0.49572,0.34632,0.84783,0.96229,0.65957,0.81206,0.56077,1.95635,1.00878,2.75663,0.0006734,0.0006734,0.0006734
|
||||||
|
69,493.663,0.45694,0.3794,0.81471,0.96229,0.65957,0.81206,0.56077,1.95635,1.00878,2.75663,0.0006536,0.0006536,0.0006536
|
||||||
|
70,501.106,0.40278,0.32074,0.79715,0.96229,0.65957,0.81206,0.56077,1.95635,1.00878,2.75663,0.0006338,0.0006338,0.0006338
|
||||||
|
71,508.402,0.39857,0.33279,0.81537,0.96271,0.65957,0.81099,0.58697,1.94767,0.99754,2.80662,0.000614,0.000614,0.000614
|
||||||
|
72,515.696,0.40247,0.33725,0.78816,0.96271,0.65957,0.81099,0.58697,1.94767,0.99754,2.80662,0.0005942,0.0005942,0.0005942
|
||||||
|
73,523.07,0.39433,0.34166,0.81986,0.93387,0.68085,0.81064,0.58104,1.96047,1.02217,2.87787,0.0005744,0.0005744,0.0005744
|
||||||
|
74,530.49,0.42905,0.32928,0.78476,0.93387,0.68085,0.81064,0.58104,1.96047,1.02217,2.87787,0.0005546,0.0005546,0.0005546
|
||||||
|
75,537.748,0.41053,0.3248,0.81549,0.93387,0.68085,0.81064,0.58104,1.96047,1.02217,2.87787,0.0005348,0.0005348,0.0005348
|
||||||
|
76,544.783,0.42907,0.33598,0.81903,0.94072,0.6754,0.81453,0.588,1.94129,1.02559,2.86753,0.000515,0.000515,0.000515
|
||||||
|
77,551.761,0.45655,0.34159,0.85825,0.94072,0.6754,0.81453,0.588,1.94129,1.02559,2.86753,0.0004952,0.0004952,0.0004952
|
||||||
|
78,558.861,0.49307,0.3593,0.84364,0.94072,0.6754,0.81453,0.588,1.94129,1.02559,2.86753,0.0004754,0.0004754,0.0004754
|
||||||
|
79,565.987,0.45071,0.36722,0.83586,0.93545,0.70213,0.82545,0.59818,1.91496,1.02404,2.85038,0.0004556,0.0004556,0.0004556
|
||||||
|
80,573.434,0.37219,0.3089,0.79477,0.93545,0.70213,0.82545,0.59818,1.91496,1.02404,2.85038,0.0004358,0.0004358,0.0004358
|
||||||
|
81,581.106,0.39847,0.35987,0.86066,0.91413,0.70213,0.82695,0.60759,1.8944,1.02225,2.8338,0.000416,0.000416,0.000416
|
||||||
|
82,588.809,0.38988,0.31729,0.81368,0.91413,0.70213,0.82695,0.60759,1.8944,1.02225,2.8338,0.0003962,0.0003962,0.0003962
|
||||||
|
83,596.079,0.38639,0.30485,0.75138,0.91413,0.70213,0.82695,0.60759,1.8944,1.02225,2.8338,0.0003764,0.0003764,0.0003764
|
||||||
|
84,603.32,0.41704,0.36667,0.87369,0.96765,0.68085,0.83459,0.61605,1.89497,1.02842,2.83662,0.0003566,0.0003566,0.0003566
|
||||||
|
85,610.394,0.33681,0.28313,0.81218,0.96765,0.68085,0.83459,0.61605,1.89497,1.02842,2.83662,0.0003368,0.0003368,0.0003368
|
||||||
|
86,617.752,0.37322,0.31959,0.79385,0.96765,0.68085,0.83459,0.61605,1.89497,1.02842,2.83662,0.000317,0.000317,0.000317
|
||||||
|
87,625.183,0.45962,0.35536,0.81656,0.96969,0.68067,0.83177,0.62047,1.87941,1.02986,2.79868,0.0002972,0.0002972,0.0002972
|
||||||
|
88,632.742,0.36904,0.31631,0.83574,0.96969,0.68067,0.83177,0.62047,1.87941,1.02986,2.79868,0.0002774,0.0002774,0.0002774
|
||||||
|
89,640.323,0.3617,0.29497,0.7893,0.97018,0.69243,0.83106,0.62723,1.85897,1.02811,2.77095,0.0002576,0.0002576,0.0002576
|
||||||
|
90,647.633,0.3237,0.29257,0.82206,0.97018,0.69243,0.83106,0.62723,1.85897,1.02811,2.77095,0.0002378,0.0002378,0.0002378
|
||||||
|
91,654.806,0.39389,0.3286,0.77008,0.97018,0.69243,0.83106,0.62723,1.85897,1.02811,2.77095,0.000218,0.000218,0.000218
|
||||||
|
92,661.809,0.3029,0.264,0.70661,0.90991,0.70213,0.82193,0.61584,1.8684,1.0214,2.82638,0.0001982,0.0001982,0.0001982
|
||||||
|
93,668.739,0.34489,0.28212,0.77101,0.90991,0.70213,0.82193,0.61584,1.8684,1.0214,2.82638,0.0001784,0.0001784,0.0001784
|
||||||
|
94,675.88,0.34258,0.29025,0.8611,0.90991,0.70213,0.82193,0.61584,1.8684,1.0214,2.82638,0.0001586,0.0001586,0.0001586
|
||||||
|
95,684.441,0.29383,0.26427,0.77257,0.90773,0.70213,0.81668,0.60796,1.87587,0.97956,2.88016,0.0001388,0.0001388,0.0001388
|
||||||
|
96,691.953,0.35009,0.29304,0.79716,0.90773,0.70213,0.81668,0.60796,1.87587,0.97956,2.88016,0.000119,0.000119,0.000119
|
||||||
|
97,699.581,0.31793,0.2364,0.82811,0.91344,0.67373,0.79713,0.59892,1.88348,0.94281,2.92673,9.92e-05,9.92e-05,9.92e-05
|
||||||
|
98,707.508,0.33161,0.26715,0.7161,0.91344,0.67373,0.79713,0.59892,1.88348,0.94281,2.92673,7.94e-05,7.94e-05,7.94e-05
|
||||||
|
99,715.921,0.33549,0.26578,0.72406,0.91344,0.67373,0.79713,0.59892,1.88348,0.94281,2.92673,5.96e-05,5.96e-05,5.96e-05
|
||||||
|
100,724.581,0.35572,0.2755,0.77517,0.95817,0.6383,0.79293,0.59659,1.88672,0.93711,2.95254,3.98e-05,3.98e-05,3.98e-05
|
|
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|
|||||||
|
task: detect
|
||||||
|
mode: train
|
||||||
|
model: C:\workspace\le-yolo\runs\detect\train34\weights\last.pt
|
||||||
|
data: data.yaml
|
||||||
|
epochs: 100
|
||||||
|
time: null
|
||||||
|
patience: 100
|
||||||
|
batch: 8
|
||||||
|
imgsz: 640
|
||||||
|
save: true
|
||||||
|
save_period: -1
|
||||||
|
cache: false
|
||||||
|
device: cpu
|
||||||
|
workers: 8
|
||||||
|
project: null
|
||||||
|
name: train35
|
||||||
|
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: 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
|
||||||
|
source: null
|
||||||
|
vid_stride: 1
|
||||||
|
stream_buffer: false
|
||||||
|
visualize: false
|
||||||
|
augment: false
|
||||||
|
agnostic_nms: false
|
||||||
|
classes: null
|
||||||
|
retina_masks: false
|
||||||
|
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
|
||||||
|
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
|
||||||
|
mosaic: 1.0
|
||||||
|
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: C:\workspace\le-yolo\runs\detect\train35
|