Add best model for each model type

YOLOv8l/args.yaml

@@ -0,0 +1,95 @@
+task: detect
+mode: train
+model: /scratch/project_2007454/ship_detection/yolo_models/yolov8l.pt
+data: /run/nvme/job_15987187/data/processed//yolo_fold1.yaml
+epochs: 200
+patience: 30
+batch: -1
+imgsz: 640
+save: true
+save_period: -1
+cache: disk
+device: 0
+workers: 5
+project: /scratch/project_2007454/ship_detection/runs/yolov8l_Adam
+name: fold_1
+exist_ok: true
+pretrained: false
+optimizer: Adam
+verbose: true
+seed: 0
+deterministic: true
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+cos_lr: false
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+resume: false
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+mask_ratio: 4
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+val: true
+split: val
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+save_hybrid: false
+conf: null
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
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+tracker: botsort.yaml
+save_dir: /scratch/project_2007454/ship_detection/runs/yolov8l_Adam/fold_1

YOLOv8l/yolov8l.pt

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+size 87636680

YOLOv8m/args.yaml

@@ -0,0 +1,95 @@
+task: detect
+mode: train
+model: /scratch/project_2007454/ship_detection/yolo_models/yolov8m.pt
+data: /run/nvme/job_15987186/data/processed//yolo_fold4.yaml
+epochs: 200
+patience: 30
+batch: -1
+imgsz: 640
+save: true
+save_period: -1
+cache: disk
+device: 0
+workers: 5
+project: /scratch/project_2007454/ship_detection/runs/yolov8m_Adam
+name: fold_4
+exist_ok: true
+pretrained: false
+optimizer: Adam
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
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+val: true
+split: val
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+conf: null
+iou: 0.7
+max_det: 300
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+tracker: botsort.yaml
+save_dir: /scratch/project_2007454/ship_detection/runs/yolov8m_Adam/fold_4

YOLOv8m/yolov8m.pt

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+size 52019936

YOLOv8n/args.yaml

@@ -0,0 +1,95 @@
+task: detect
+mode: train
+model: /scratch/project_2007454/ship_detection/yolo_models/yolov8n.pt
+data: /run/nvme/job_15987184/data/processed//yolo_fold1.yaml
+epochs: 200
+patience: 30
+batch: -1
+imgsz: 640
+save: true
+save_period: -1
+cache: disk
+device: 0
+workers: 5
+project: /scratch/project_2007454/ship_detection/runs/yolov8n_Adam
+name: fold_1
+exist_ok: true
+pretrained: false
+optimizer: Adam
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
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+resume: false
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+tracker: botsort.yaml
+save_dir: /scratch/project_2007454/ship_detection/runs/yolov8n_Adam/fold_1

YOLOv8n/yolov8n.pt

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+size 6239480

YOLOv8s/args.yaml

@@ -0,0 +1,95 @@
+task: detect
+mode: train
+model: /scratch/project_2007454/ship_detection/yolo_models/yolov8s.pt
+data: /run/nvme/job_15987185/data/processed//yolo_fold4.yaml
+epochs: 200
+patience: 30
+batch: -1
+imgsz: 640
+save: true
+save_period: -1
+cache: disk
+device: 0
+workers: 5
+project: /scratch/project_2007454/ship_detection/runs/yolov8s_Adam
+name: fold_4
+exist_ok: true
+pretrained: false
+optimizer: Adam
+verbose: true
+seed: 0
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+tracker: botsort.yaml
+save_dir: /scratch/project_2007454/ship_detection/runs/yolov8s_Adam/fold_4

YOLOv8s/yolov8s.pt

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YOLOv8x/args.yaml

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+task: detect
+mode: train
+model: /scratch/project_2007454/ship_detection/yolo_models/yolov8x.pt
+data: /run/nvme/job_15987188/data/processed//yolo_fold1.yaml
+epochs: 200
+patience: 30
+batch: -1
+imgsz: 640
+save: true
+save_period: -1
+cache: disk
+device: 0
+workers: 5
+project: /scratch/project_2007454/ship_detection/runs/yolov8x_Adam
+name: fold_1
+exist_ok: true
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+optimizer: Adam
+verbose: true
+seed: 0
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+save_dir: /scratch/project_2007454/ship_detection/runs/yolov8x_Adam/fold_1

YOLOv8x/yolov8x.pt

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