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recognization/runs/detect/train/BoxF1_curve.png
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recognization/runs/detect/train/BoxPR_curve.png
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recognization/runs/detect/train/BoxP_curve.png
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recognization/runs/detect/train/BoxR_curve.png
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recognization/runs/detect/train/args.yaml
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task: detect
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mode: train
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model: yolo26n.pt
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data: /Users/nguyenhongvan/recongnize/data/SKU/data_kaggle.yaml
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epochs: 10
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time: null
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patience: 5
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batch: 8
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imgsz: 640
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save: true
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save_period: -1
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cache: true
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device: ''
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workers: 2
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project: null
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name: train
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exist_ok: true
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pretrained: true
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cls_remap: true
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optimizer: AdamW
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verbose: true
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seed: 42
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deterministic: true
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single_cls: false
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rect: false
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cos_lr: true
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close_mosaic: 10
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resume: false
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amp: true
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fraction: 1.0
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profile: false
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freeze: null
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multi_scale: 0.0
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compile: false
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channels_last: null
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overlap_mask: true
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mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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save_json: false
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conf: null
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iou: 0.7
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max_det: 300
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quantize: null
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dnn: false
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plots: true
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nms: null
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source: null
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vid_stride: 1
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stream_buffer: false
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visualize: false
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augment: false
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agnostic_nms: false
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classes: null
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retina_masks: false
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embed: null
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show: false
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save_frames: false
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save_txt: false
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save_conf: false
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save_crop: false
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show_labels: true
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show_conf: true
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show_boxes: true
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line_width: null
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format: torchscript
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keras: false
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optimize: false
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dynamic: false
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simplify: true
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opset: null
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workspace: null
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lr0: 0.01
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lrf: 0.01
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momentum: 0.937
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weight_decay: 0.0005
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warmup_epochs: 3.0
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warmup_momentum: 0.8
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warmup_bias_lr: 0.1
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distill_model: null
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dis: 6.0
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box: 7.5
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cls: 0.5
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cls_pw: 0.0
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dfl: 1.5
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pose: 12.0
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kobj: 1.0
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rle: 1.0
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angle: 1.0
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dlog: 1.0
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dgrad: 0.5
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dlam: 1.0
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nbs: 64
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hsv_h: 0.015
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hsv_s: 0.7
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hsv_v: 0.4
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degrees: 0.0
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translate: 0.1
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scale: 0.5
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shear: 0.0
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perspective: 0.0
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flipud: 0.0
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fliplr: 0.5
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bgr: 0.0
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mosaic: 1.0
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mixup: 0.0
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cutmix: 0.0
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copy_paste: 0.0
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copy_paste_mode: flip
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auto_augment: randaugment
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erasing: 0.4
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cfg: null
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tracker: tracktrack.yaml
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save_dir: /Users/nguyenhongvan/recongnize/runs/detect/train
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recognization/runs/detect/train/confusion_matrix.png
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recognization/runs/detect/train/confusion_matrix_normalized.png
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recognization/runs/detect/train/labels.jpg
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recognization/runs/detect/train/results.csv
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epoch,time,train/box_loss,train/cls_loss,train/l1_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/l1_loss,lr/pg0,lr/pg1,lr/pg2
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1,1565.97,1.87842,1.31062,0.00473,0.77594,0.66625,0.7326,0.37541,1.82395,1.09779,0.00496,0.00333008,0.00333008,0.0700293
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2,3114.04,1.84885,1.03949,0.00464,0.82083,0.71551,0.78275,0.40906,1.71736,0.96438,0.00463,0.00650198,0.00650198,0.0398679
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3,4713.02,1.79522,0.94506,0.0044,0.83292,0.73762,0.80286,0.44416,1.73388,0.90931,0.00467,0.00905169,0.00905169,0.00908424
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4,6295.49,1.74914,0.88703,0.00428,0.85104,0.7522,0.82324,0.46497,1.64389,0.80414,0.00435,0.00795954,0.00795954,0.00795954
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5,7858.73,1.7071,0.84335,0.00412,0.85919,0.7726,0.84039,0.48024,1.65108,0.78838,0.00438,0.00657963,0.00657963,0.00657963
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6,9442.04,1.68114,0.80819,0.004,0.87317,0.78189,0.8509,0.49609,1.59614,0.74834,0.00414,0.00505,0.00505,0.00505
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7,11003.4,1.64466,0.77151,0.00386,0.87628,0.79337,0.85823,0.50336,1.5728,0.70957,0.0041,0.00352037,0.00352037,0.00352037
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8,12622.9,1.63356,0.75494,0.00384,0.88156,0.79801,0.86493,0.50986,1.56183,0.69742,0.00404,0.00214046,0.00214046,0.00214046
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9,14222.6,1.60481,0.73602,0.00376,0.88322,0.8031,0.86886,0.51655,1.53246,0.69223,0.00395,0.00104537,0.00104537,0.00104537
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10,15812.1,1.59291,0.72805,0.0037,0.88426,0.80407,0.8692,0.518,1.51821,0.68363,0.00389,0.00034227,0.00034227,0.00034227
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recognization/runs/detect/train/train_batch0.jpg
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recognization/runs/detect/train/train_batch1.jpg
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recognization/runs/detect/train/train_batch2.jpg
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recognization/runs/detect/train/val_batch0_labels.jpg
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recognization/runs/detect/train/val_batch0_pred.jpg
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recognization/runs/detect/train/val_batch1_labels.jpg
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recognization/runs/detect/train/val_batch1_pred.jpg
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recognization/runs/detect/train/val_batch2_labels.jpg
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recognization/runs/detect/train/val_batch2_pred.jpg
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