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train_balanced/args.yaml

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+task: detect
+mode: train
+model: yolo11l.pt
+data: /content/dataset/data.yaml
+epochs: 1000
+time: null
+patience: 100
+batch: 8
+imgsz: 1024
+save: true
+save_period: -1
+cache: false
+device: '0'
+workers: 8
+project: /content/runs/detect
+name: train_balanced
+exist_ok: true
+pretrained: true
+optimizer: AdamW
+verbose: true
+seed: 42
+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: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.0
+val: true
+split: val
+save_json: false
+save_hybrid: false
+conf: null
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: null
+vid_stride: 1
+stream_buffer: false
+visualize: false
+augment: true
+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: 0.002
+lrf: 0.001
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 5
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 20.0
+translate: 0.2
+scale: 0.9
+shear: 10.0
+perspective: 0.001
+flipud: 0.5
+fliplr: 0.5
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.3
+copy_paste: 0.5
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+crop_fraction: 1.0
+cfg: null
+tracker: botsort.yaml
+save_dir: /content/runs/detect/train_balanced

train_balanced/events.out.tfevents.1734765312.9e03234aaa6c.6138.0

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train_balanced/results.csv

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