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SCB5-Handrise-Read-write-2024-9-17/SCB5-Handrise-Read-write-2024-9-17.yaml

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+train: /data/SCB/SCB-dataset/SCB5-Handrise-Read-write-2024-9-17/images/train
+val: /data/SCB/SCB-dataset/SCB5-Handrise-Read-write-2024-9-17/images/val
+
+# number of classes
+nc: 3
+
+# class names
+names: ['hand-raising','read','write']

SCB5-Handrise-Read-write-2024-9-17/SCB5-Handrise-Read-write-2024-9-17.zip

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SCB5-Handrise-Read-write-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

SCB5-Handrise-Read-write-2024-9-17/exp/opt.yaml

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+weights: ./runs/train/SCB5-Handrise-Read-write-2024-9-17/exp/weights/last.pt
+cfg: ''
+data: data/SCB5-Handrise-Read-write-2024-9-17.yaml
+hyp: data/hyp.scratch.p5.yaml
+epochs: 40
+batch_size: 4
+img_size:
+- 640
+- 640
+rect: false
+resume: true
+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-Handrise-Read-write-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
+world_size: 1
+global_rank: -1
+save_dir: runs/train/SCB5-Handrise-Read-write-2024-9-17/exp
+total_batch_size: 4

SCB5-Handrise-Read-write-2024-9-17/exp/results.txt

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+      0/39     4.73G   0.05472   0.02954   0.01872     0.103        23       640    0.2328    0.5527    0.2889    0.1352   0.06745   0.06758   0.02071
+      1/39     4.74G   0.04206   0.02955   0.01422   0.08583        54       640    0.3249     0.642    0.4049    0.2282   0.06473   0.06834   0.01752
+      2/39     4.74G   0.04083   0.02993   0.01306   0.08382        43       640    0.3807     0.673    0.4744    0.2493   0.05963   0.07087   0.01615
+      3/39     4.74G   0.03847   0.02893   0.01224   0.07964        37       640    0.4802    0.6143     0.511    0.2911    0.0527   0.07797   0.01494
+      4/39     4.74G   0.03591    0.0289   0.01108   0.07589        57       640    0.5269    0.6168    0.5496    0.3539   0.05265   0.07308   0.01435
+      5/39     4.74G   0.03406   0.02864   0.01013   0.07283        17       640    0.5738    0.6085    0.6043    0.4015    0.0486   0.07933   0.01384
+      6/39     4.74G   0.03229   0.02858   0.00938   0.07025        35       640    0.5852    0.6334    0.6195     0.415   0.04582   0.07619   0.01367
+      7/39     4.74G   0.03131   0.02836  0.008893   0.06857        53       640    0.5945    0.6591    0.6342    0.4352   0.04325   0.07917   0.01324
+      8/39     4.74G   0.03076   0.02827  0.008504   0.06754        58       640    0.5975    0.6851    0.6617    0.4549   0.04479   0.07518   0.01287
+      9/39     4.74G   0.03001   0.02802  0.008394   0.06642       106       640    0.6182    0.6464     0.655    0.4581   0.04793   0.07232   0.01283
+     10/39     4.74G   0.02995   0.02829  0.008386   0.06662        18       640    0.5949    0.6806    0.6595    0.4632   0.04795   0.07151    0.0132
+     11/39     4.74G   0.02905   0.02812  0.007772   0.06494        11       640    0.6193    0.6667    0.6636    0.4717   0.04563   0.07213   0.01341
+     12/39     4.74G   0.02845    0.0276  0.007558   0.06361        21       640    0.6582    0.6622    0.6923    0.4938   0.04129   0.07565   0.01373
+     13/39     4.74G     0.028   0.02791  0.007309   0.06322        49       640    0.6489    0.6633    0.6792     0.487   0.04167   0.07557   0.01426
+     14/39     4.74G   0.02746   0.02748  0.006861    0.0618        78       640    0.6568     0.665    0.6864    0.4911   0.03934   0.07406   0.01456
+     15/39     4.74G   0.02677   0.02745  0.006658   0.06087        31       640    0.6489    0.6993    0.7031    0.5071   0.04013   0.07227   0.01356
+     16/39     4.74G   0.02673   0.02718  0.006556   0.06046        37       640    0.6462    0.7099    0.7109    0.5182   0.04126   0.06979     0.014
+     17/39     4.74G   0.02648   0.02698  0.006393   0.05986        62       640    0.6992     0.663    0.7178    0.5196   0.03997   0.06992   0.01433
+     18/39     4.74G   0.02562   0.02683  0.006107   0.05856        36       640    0.6676    0.6852    0.7153    0.5243   0.03947   0.07232   0.01438
+     19/39     4.74G   0.02559   0.02631  0.006025   0.05793        15       640    0.6547    0.7087    0.7125    0.5219   0.03938   0.07387   0.01372
+     20/39     4.74G    0.0253   0.02692  0.005854   0.05808        20       640    0.6626    0.6943    0.7159    0.5243   0.03889   0.07395   0.01487
+     21/39     4.74G   0.02496   0.02619  0.005641   0.05679        53       640     0.678    0.6856    0.7138    0.5285     0.039   0.07207   0.01443
+     22/39     4.74G   0.02456   0.02603  0.005431   0.05603        62       640    0.6828    0.6875    0.7288    0.5416   0.03857    0.0719   0.01511
+     23/39     4.74G   0.02405   0.02581  0.005327   0.05519        16       640    0.6729    0.6821    0.7118    0.5261    0.0381   0.07363   0.01395
+     24/39     4.74G   0.02371   0.02566  0.005271   0.05464        39       640    0.6638    0.7166    0.7192    0.5329   0.03751   0.07475   0.01484
+     25/39     4.74G   0.02355    0.0252  0.005072   0.05382        22       640    0.6728    0.7295    0.7394    0.5558     0.038    0.0729   0.01472
+     26/39     4.74G   0.02325   0.02529  0.004946   0.05348        18       640    0.7091    0.6805    0.7363    0.5537   0.03816   0.07192   0.01463
+     27/39     4.74G   0.02317   0.02536  0.005008   0.05353        32       640    0.6855    0.7049    0.7371     0.555   0.03749   0.07477     0.014
+     28/39     4.93G    0.0229   0.02447  0.004788   0.05216        23       640    0.6968    0.6913    0.7323    0.5538   0.03676   0.07357   0.01517
+     29/39     4.92G   0.02266   0.02435  0.004717   0.05172        54       640     0.687    0.7017    0.7378    0.5591   0.03669   0.07519   0.01546
+     30/39     4.92G   0.02237   0.02452  0.004629   0.05151        43       640    0.6863    0.6949    0.7252    0.5475   0.03623   0.07593   0.01505
+     31/39     4.92G   0.02201     0.024  0.004515   0.05052        37       640     0.689    0.7104    0.7341     0.557   0.03662   0.07624   0.01521
+     32/39     4.92G   0.02189   0.02368  0.004371   0.04994        57       640     0.728    0.6954    0.7455    0.5667   0.03623   0.07711   0.01497
+     33/39     4.92G   0.02162   0.02344  0.004304   0.04937        17       640    0.6969    0.7011    0.7384     0.562   0.03606     0.077   0.01496
+     34/39     4.92G   0.02141   0.02325  0.004093   0.04875        35       640    0.7065    0.6912    0.7321    0.5572   0.03578   0.07836   0.01522
+     35/39     4.93G   0.02122   0.02326  0.004056   0.04854        53       640     0.704    0.6966    0.7358    0.5645   0.03582   0.07855   0.01555
+     36/39     4.93G   0.02121   0.02307  0.003978   0.04826        58       640    0.6967    0.7253     0.746    0.5706   0.03585   0.07766   0.01527
+     37/39     4.93G   0.02118   0.02298  0.003973   0.04813       106       640    0.6946    0.7192    0.7393    0.5684   0.03586   0.07908   0.01496
+     38/39     4.93G   0.02087   0.02275   0.00391   0.04753        18       640     0.708    0.7128    0.7465     0.576   0.03552   0.07873   0.01502
+     39/39     4.93G   0.02087   0.02298  0.003868   0.04771        11       640    0.7111    0.7094    0.7397    0.5681   0.03576   0.07982   0.01531

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