Uploading best checkpoints from different pretrained YOLOv5 models.

best_checkpoints/yolov5l/events.out.tfevents.1660314749.mimir.471410.0

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best_checkpoints/yolov5l/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: 0.5
+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
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+copy_paste: 0.0

best_checkpoints/yolov5l/opt.yaml

@@ -0,0 +1,38 @@
+weights: yolov5l.pt
+cfg: ''
+data: VISEM_Tracking_after_index_corrections.yaml
+hyp: data/hyps/hyp.scratch.yaml
+epochs: 50
+batch_size: 16
+imgsz: 640
+rect: false
+resume: false
+nosave: false
+noval: false
+noautoanchor: false
+evolve: null
+bucket: ''
+cache: null
+image_weights: false
+device: '0'
+multi_scale: false
+single_cls: false
+optimizer: SGD
+sync_bn: false
+workers: 8
+project: runs/train
+name: exp
+exist_ok: false
+quad: false
+linear_lr: false
+label_smoothing: 0.0
+patience: 100
+freeze:
+- 0
+save_period: -1
+local_rank: -1
+entity: null
+upload_dataset: false
+bbox_interval: -1
+artifact_alias: latest
+save_dir: runs/train/exp58

best_checkpoints/yolov5l/results.csv

@@ -0,0 +1,51 @@
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best_checkpoints/yolov5l/weights/best.pt

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best_checkpoints/yolov5l/weights/last.pt

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best_checkpoints/yolov5m/events.out.tfevents.1660303553.mimir.323018.0

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best_checkpoints/yolov5m/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
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+cls: 0.5
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best_checkpoints/yolov5m/opt.yaml

@@ -0,0 +1,38 @@
+weights: yolov5m.pt
+cfg: ''
+data: VISEM_Tracking_after_index_corrections.yaml
+hyp: data/hyps/hyp.scratch.yaml
+epochs: 50
+batch_size: 16
+imgsz: 640
+rect: false
+resume: false
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+noautoanchor: false
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+image_weights: false
+device: '0'
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+single_cls: false
+optimizer: SGD
+sync_bn: false
+workers: 8
+project: runs/train
+name: exp
+exist_ok: false
+quad: false
+linear_lr: false
+label_smoothing: 0.0
+patience: 100
+freeze:
+- 0
+save_period: -1
+local_rank: -1
+entity: null
+upload_dataset: false
+bbox_interval: -1
+artifact_alias: latest
+save_dir: runs/train/exp57

best_checkpoints/yolov5m/results.csv

@@ -0,0 +1,51 @@
+               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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