Add sweep_v1/yolov8n

.gitattributes

@@ -39,3 +39,4 @@ baseline/trening_15k_boi2/confusion_matrix.png filter=lfs diff=lfs merge=lfs -te
 baseline/trening_15k_boi2/confusion_matrix_normalized.png filter=lfs diff=lfs merge=lfs -text
 baseline/trening_15k_boi2/labels.jpg filter=lfs diff=lfs merge=lfs -text
 baseline/trening_15k_boi2/results.png filter=lfs diff=lfs merge=lfs -text
+sweep_v1/yolov8n/labels.jpg filter=lfs diff=lfs merge=lfs -text

sweep_v1/yolov8n/args.yaml

@@ -0,0 +1,110 @@
+task: detect
+mode: train
+model: yolov8n.pt
+data: /home/korab/solar-ml-boat/dataset.yaml
+epochs: 100
+time: null
+patience: 30
+batch: 32
+imgsz: 1280
+save: true
+save_period: -1
+cache: ram
+device: 0,1
+workers: 8
+project: KORAB_USV
+name: yolov8n_sweep_v1
+exist_ok: true
+pretrained: true
+optimizer: auto
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+rect: false
+cos_lr: true
+close_mosaic: 10
+resume: false
+amp: true
+fraction: 1.0
+profile: false
+freeze: null
+multi_scale: 0.0
+compile: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.0
+val: true
+split: val
+save_json: false
+conf: null
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+end2end: null
+source: null
+vid_stride: 1
+stream_buffer: false
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+embed: null
+show: false
+save_frames: false
+save_txt: false
+save_conf: false
+save_crop: false
+show_labels: true
+show_conf: true
+show_boxes: true
+line_width: null
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: true
+opset: null
+workspace: null
+nms: false
+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: 7.5
+cls: 0.5
+cls_pw: 0.0
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+rle: 1.0
+angle: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.5
+degrees: 10.0
+translate: 0.1
+scale: 0.5
+shear: 2.0
+perspective: 0.0005
+flipud: 0.0
+fliplr: 0.5
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.15
+cutmix: 0.0
+copy_paste: 0.3
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+cfg: null
+tracker: botsort.yaml
+save_dir: /home/korab/solar-ml-boat/runs/detect/KORAB_USV/yolov8n_sweep_v1

sweep_v1/yolov8n/results.csv

@@ -0,0 +1,2 @@
+epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
+1,159.513,1.52406,2.84389,1.42065,0.81175,0.74971,0.8115,0.43089,1.61305,9.80502,1.36045,0.00997015,0.00332338,0.00997015,0.00332338,0.00997015,0.00332338,0.00997015,0.00332338

sweep_v1/yolov8n/weights/best.pt

@@ -0,0 +1,3 @@
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+size 18523969

sweep_v1/yolov8n/weights/last.pt

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