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args.yaml

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+task: detect
+mode: train
+model: /kaggle/working/yolo11x.pt
+data: /kaggle/working/Corn-Pest-Detection-2-3/pest.yaml
+epochs: 50
+time: null
+patience: 5
+batch: 64
+imgsz: 640
+save: true
+save_period: 50
+cache: false
+device:
+- 0
+- 1
+workers: 16
+project: null
+name: corn-pest-detection3
+exist_ok: false
+pretrained: true
+optimizer: Adam
+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:
+- 0
+- 1
+- 2
+- 3
+- 4
+- 5
+- 6
+- 7
+- 8
+- 9
+multi_scale: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.2
+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: 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: 4
+nms: false
+lr0: 1.0e-05
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.0001
+warmup_epochs: 5.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+label_smoothing: 0.1
+nbs: 64
+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
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+crop_fraction: 1.0
+cfg: null
+tracker: botsort.yaml
+save_dir: runs/detect/corn-pest-detection3

events.out.tfevents.1729536520.5ddfb9e748b6.318.0

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+size 533040

results.csv

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+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
+1,151.586,1.34777,2.95998,1.79866,0.2769,0.14133,0.13787,0.05636,2.21061,2.88584,2.84596,0.080252,1.975e-06,1.975e-06

weights/best.pt

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weights/epoch0.pt

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weights/last.pt

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