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SCB5-Discuss-2024-9-17/SCB5-Discuss-2024-9-17.yaml

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+train: /data/SCB/SCB-dataset/SCB5-Discuss-2024-9-17/images/train
+val: /data/SCB/SCB-dataset/SCB5-Discuss-2024-9-17/images/val
+
+# number of classes
+nc: 1
+
+# class names
+names: ['discuss']

SCB5-Discuss-2024-9-17/SCB5-Discuss-2024-9-17.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:63aa029d04f8e9d5027cc2491aeca10785678750bdae4351835bfceaab95187f
+size 121619946

SCB5-Discuss-2024-9-17/exp/events.out.tfevents.1726795468.localhost.localdomain.1405772.0

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SCB5-Discuss-2024-9-17/exp/hyp.yaml

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+lr0: 0.01
+lrf: 0.1
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 0.05
+cls: 0.3
+cls_pw: 1.0
+obj: 0.7
+obj_pw: 1.0
+iou_t: 0.2
+anchor_t: 4.0
+fl_gamma: 0.0
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.2
+scale: 0.9
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.15
+copy_paste: 0.0
+paste_in: 0.15
+loss_ota: 1

SCB5-Discuss-2024-9-17/exp/opt.yaml

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+weights: yolov7.pt
+cfg: ''
+data: data/SCB5-Discuss-2024-9-17.yaml
+hyp: data/hyp.scratch.p5.yaml
+epochs: 50
+batch_size: 4
+img_size:
+- 640
+- 640
+rect: false
+resume: false
+nosave: false
+notest: false
+noautoanchor: false
+evolve: false
+bucket: ''
+cache_images: false
+image_weights: false
+device: ''
+multi_scale: false
+single_cls: false
+adam: false
+sync_bn: false
+local_rank: -1
+workers: 8
+project: runs/train/SCB5-Discuss-2024-9-17
+entity: null
+name: exp
+exist_ok: false
+quad: false
+linear_lr: false
+label_smoothing: 0.0
+upload_dataset: false
+bbox_interval: -1
+save_period: -1
+artifact_alias: latest
+freeze:
+- 0
+v5_metric: false
+world_size: 1
+global_rank: -1
+save_dir: runs/train/SCB5-Discuss-2024-9-17/exp
+total_batch_size: 4

SCB5-Discuss-2024-9-17/exp/results.txt

@@ -0,0 +1,50 @@
+      0/49      2.5G    0.0565   0.03268         0   0.08919        28       640   0.09583    0.3064   0.07351   0.01224   0.08516   0.05946         0
+      1/49     2.51G   0.04626   0.03123         0   0.07749        27       640    0.1787    0.3125    0.1436   0.02999   0.07344   0.06157         0
+      2/49     2.51G   0.04364    0.0269         0   0.07053         7       640    0.4395    0.6041    0.4752     0.168   0.06823   0.06478         0
+      3/49     2.51G   0.04418   0.02593         0    0.0701        14       640    0.3237    0.4827    0.3636    0.1157   0.08221     0.056         0
+      4/49     2.51G   0.04008     0.026         0   0.06607        11       640    0.4344    0.6346    0.4589    0.1312   0.08755   0.05162         0
+      5/49     2.51G   0.03888   0.02349         0   0.06237        24       640    0.6302    0.5885    0.5857    0.1954   0.09145   0.04927         0
+      6/49     2.51G   0.03505    0.0226         0   0.05765        27       640    0.6441    0.5139    0.5537    0.1485   0.08877   0.05004         0
+      7/49     2.51G   0.03815   0.02262         0   0.06077        47       640    0.6419    0.5356    0.5624    0.2404   0.09248    0.0558         0
+      8/49     2.51G   0.03024   0.02233         0   0.05258        25       640    0.6924    0.6658    0.6993    0.2977   0.08461   0.05364         0
+      9/49     2.51G   0.02944   0.02189         0   0.05133        33       640    0.6931    0.6244    0.6703    0.2915   0.08172   0.05746         0
+     10/49     2.51G   0.02557   0.02222         0   0.04779        12       640    0.7381    0.6034    0.6963    0.3105   0.07687   0.06142         0
+     11/49     2.51G   0.02606   0.02218         0   0.04824        54       640    0.6862     0.725    0.7457    0.3569   0.06827   0.06783         0
+     12/49     2.51G   0.02495   0.02232         0   0.04726        22       640     0.697    0.6846    0.7094    0.3302   0.06744   0.06819         0
+     13/49     2.51G   0.02578   0.02144         0   0.04722        27       640    0.7218    0.7254    0.7549      0.37   0.06463   0.06854         0
+     14/49     2.51G   0.02499   0.02091         0   0.04591         6       640    0.7696    0.7119    0.7706    0.3697   0.06078    0.0717         0
+     15/49     2.51G   0.02544   0.02207         0   0.04751        39       640    0.7868    0.6832    0.7537    0.3434   0.05876   0.07434         0
+     16/49     2.51G   0.02419   0.02121         0    0.0454         3       640    0.7179    0.6834    0.7156    0.3405   0.05963    0.0729         0
+     17/49     2.51G    0.0247   0.02196         0   0.04667        19       640    0.7007    0.7614    0.7655    0.3908   0.05814    0.0727         0
+     18/49     2.51G   0.02162   0.02203         0   0.04366        75       640    0.7318    0.6902    0.7425    0.3798   0.05626    0.0796         0
+     19/49     2.51G   0.02176   0.02155         0   0.04331        18       640    0.7181    0.6926    0.7392     0.356     0.052   0.08286         0
+     20/49     2.51G   0.02156   0.02051         0   0.04207        57       640    0.6992    0.7112    0.7335    0.3793   0.05113   0.07847         0
+     21/49     2.51G   0.02157   0.02104         0   0.04261        13       640    0.7177    0.7193    0.7515    0.3598   0.05057   0.08297         0
+     22/49     2.51G   0.02135   0.02063         0   0.04198         4       640     0.675    0.7335    0.7445    0.3796   0.05046   0.08004         0
+     23/49     2.51G   0.02242   0.02182         0   0.04424        17       640    0.7024    0.6864     0.737    0.3931   0.05173   0.08007         0
+     24/49     2.51G   0.02204   0.02062         0   0.04265        28       640    0.6553     0.741    0.7314    0.3878   0.05232   0.08252         0
+     25/49     2.51G   0.01987   0.02004         0   0.03991        23       640    0.6973    0.6753    0.7104    0.3616   0.05241   0.08746         0
+     26/49     2.51G   0.02073   0.02016         0   0.04089        16       640    0.6942    0.7424    0.7599    0.3851   0.05062   0.08079         0
+     27/49     2.51G   0.02007   0.02063         0   0.04071         7       640    0.7266    0.6963    0.7527    0.3632   0.05189   0.08519         0
+     28/49     2.51G   0.02029   0.01927         0   0.03956        26       640    0.7241    0.7214    0.7729    0.3883   0.05048   0.08594         0
+     29/49     2.51G   0.02072   0.01929         0   0.04001        20       640    0.6975    0.7078    0.7443    0.3645     0.052   0.08847         0
+     30/49     2.51G   0.01897   0.01962         0   0.03859        25       640    0.7077     0.747    0.7689    0.3919   0.05037   0.08261         0
+     31/49     2.51G   0.02052   0.02006         0   0.04058         7       640     0.697    0.7643    0.7695    0.3805   0.05184   0.08218         0
+     32/49     2.51G   0.02067   0.01949         0   0.04016        42       640     0.684    0.7275    0.7336    0.3723   0.05495   0.08466         0
+     33/49     2.51G   0.02133   0.01886         0   0.04019        18       640    0.6519    0.7308     0.717    0.3756   0.05389   0.08563         0
+     34/49     2.51G   0.02051   0.02005         0   0.04056        12       640    0.6745    0.6942    0.7291    0.3747   0.05121   0.08684         0
+     35/49     2.51G   0.02028   0.01882         0    0.0391        23       640    0.7042     0.678    0.7319    0.3763   0.05028   0.08857         0
+     36/49     2.51G   0.02065   0.01909         0   0.03974        20       640    0.6849    0.7288    0.7301    0.3852   0.04891    0.0907         0
+     37/49     2.51G   0.02054   0.01996         0   0.04051        39       640    0.6986    0.7078    0.7436    0.3986   0.04855   0.09083         0
+     38/49     2.51G   0.01933   0.01884         0   0.03817        27       640    0.7195    0.7112    0.7523    0.3913   0.04819   0.08894         0
+     39/49     2.51G   0.02081   0.01875         0   0.03956        49       640    0.6763    0.7336    0.7534    0.3863   0.04888   0.08899         0
+     40/49     2.51G    0.0194   0.01836         0   0.03776         6       640    0.7021     0.722    0.7544    0.3823   0.04682    0.0908         0
+     41/49     2.51G   0.02059   0.01874         0   0.03933        10       640    0.6978    0.7064    0.7539    0.3894    0.0463   0.09048         0
+     42/49     2.51G   0.01938   0.01821         0   0.03759        35       640    0.7193    0.7002    0.7575    0.3934    0.0469   0.09128         0
+     43/49     2.51G   0.01922   0.01779         0   0.03702        37       640    0.6835    0.7085     0.736    0.3895   0.04646   0.09334         0
+     44/49     2.51G    0.0204   0.01892         0   0.03931        17       640    0.7307    0.6936    0.7594    0.3866   0.04674   0.09329         0
+     45/49     2.51G   0.01899   0.01828         0   0.03727        24       640    0.7422    0.6983    0.7647    0.3837   0.04795   0.09282         0
+     46/49     2.51G   0.02035   0.01876         0   0.03911        21       640    0.6928    0.7064    0.7462     0.372    0.0477   0.09391         0
+     47/49     2.51G   0.02057   0.01775         0   0.03833        13       640    0.6542    0.7458    0.7485    0.3837   0.04654   0.09382         0
+     48/49     2.51G   0.01942   0.01863         0   0.03805        33       640    0.6495    0.7336    0.7362    0.3778   0.04576   0.09651         0
+     49/49     2.51G   0.02013   0.01886         0   0.03899        17       640    0.6748    0.7254    0.7466    0.3929   0.04502   0.09328         0

SCB5-Discuss-2024-9-17/exp/weights/best.pt

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SCB5-Discuss-2024-9-17/exp/weights/last.pt

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