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events.out.tfevents.1700174594.5ae84b06c2fe.3444.0

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+version https://git-lfs.github.com/spec/v1
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hyp.yaml

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+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: 0.05
+cls: 0.5
+cls_pw: 1.0
+obj: 1.0
+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: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0

opt.yaml

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+weights: yolov5l.pt
+cfg: ''
+data: /content/face-hands-YOLOv5/datasets/config.yaml
+hyp:
+  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: 0.05
+  cls: 0.5
+  cls_pw: 1.0
+  obj: 1.0
+  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: 0.1
+  scale: 0.5
+  shear: 0.0
+  perspective: 0.0
+  flipud: 0.0
+  fliplr: 0.5
+  mosaic: 1.0
+  mixup: 0.0
+  copy_paste: 0.0
+epochs: 10
+batch_size: 16
+imgsz: 640
+rect: false
+resume: false
+nosave: false
+noval: false
+noautoanchor: false
+noplots: false
+evolve: null
+bucket: ''
+cache: ram
+image_weights: false
+device: ''
+multi_scale: false
+single_cls: false
+optimizer: SGD
+sync_bn: false
+workers: 8
+project: runs/train
+name: exp
+exist_ok: false
+quad: false
+cos_lr: false
+label_smoothing: 0.0
+patience: 100
+freeze:
+- 0
+save_period: -1
+seed: 0
+local_rank: -1
+entity: null
+upload_dataset: false
+bbox_interval: -1
+artifact_alias: latest
+save_dir: runs/train/exp2

results.csv

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+               epoch,      train/box_loss,      train/obj_loss,      train/cls_loss,   metrics/precision,      metrics/recall,     metrics/mAP_0.5,metrics/mAP_0.5:0.95,        val/box_loss,        val/obj_loss,        val/cls_loss,               x/lr0,               x/lr1,               x/lr2
+                   0,            0.096813,            0.037328,            0.041379,           0.0040891,             0.80352,             0.02009,           0.0058749,            0.057555,            0.017495,            0.029821,              0.0811,              0.0021,              0.0021
+                   1,            0.072579,             0.04069,             0.02882,             0.12845,             0.24419,             0.15756,             0.05033,            0.048461,            0.019931,            0.010532,            0.060874,           0.0038743,           0.0038743
+                   2,            0.067962,            0.032544,            0.014419,             0.18928,             0.39416,             0.22056,            0.076052,            0.058436,            0.013271,           0.0040205,            0.040213,            0.005213,            0.005213
+                   3,            0.066434,            0.028655,           0.0080511,             0.34442,             0.50343,             0.38057,             0.15462,            0.046054,           0.0092229,           0.0023441,            0.019116,           0.0061161,           0.0061161
+                   4,            0.062911,            0.024652,           0.0056447,             0.41559,             0.57603,             0.44972,             0.21637,            0.044851,           0.0083119,            0.003041,             0.00604,             0.00604,             0.00604
+                   5,            0.058346,             0.02502,           0.0053083,             0.37331,             0.58438,             0.50334,             0.25572,            0.059538,           0.0072045,           0.0026608,             0.00604,             0.00604,             0.00604
+                   6,            0.052821,             0.02206,           0.0047106,             0.69074,             0.61106,             0.66258,             0.25812,            0.037017,           0.0061149,            0.002599,             0.00505,             0.00505,             0.00505
+                   7,            0.045153,            0.021208,           0.0037388,             0.77055,             0.76227,             0.74814,             0.39531,            0.027794,           0.0057149,           0.0020172,             0.00406,             0.00406,             0.00406
+                   8,            0.041362,             0.02252,           0.0032779,             0.74324,              0.6537,             0.71637,             0.43989,            0.031088,           0.0058168,           0.0015123,             0.00307,             0.00307,             0.00307
+                   9,            0.037679,            0.019484,           0.0024481,             0.75642,             0.71139,             0.71802,             0.48023,             0.02487,           0.0056382,           0.0013283,             0.00208,             0.00208,             0.00208

weights/best.pt

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weights/last.pt

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