train

runs/train/exp4/hyp.yaml

+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

runs/train/exp4/opt.yaml

+weights: yolov5s.pt
+cfg: owndata/yolov5s.yaml
+data: owndata/data.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: 100
+batch_size: 32
+imgsz: 640
+rect: false
+resume: false
+nosave: false
+noval: false
+noautoanchor: false
+noplots: false
+evolve: null
+bucket: ''
+cache: null
+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/exp4

runs/train/exp4/results.csv

+               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
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