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Browse files- .gitattributes +29 -0
- runs/classify/train/args.yaml +106 -0
- runs/classify/train/confusion_matrix.png +3 -0
- runs/classify/train/confusion_matrix_normalized.png +3 -0
- runs/classify/train/results.csv +15 -0
- runs/classify/train/results.png +3 -0
- runs/classify/train/train_batch0.jpg +3 -0
- runs/classify/train/train_batch1.jpg +3 -0
- runs/classify/train/train_batch2.jpg +3 -0
- runs/classify/train/val_batch0_labels.jpg +3 -0
- runs/classify/train/val_batch0_pred.jpg +3 -0
- runs/classify/train/val_batch1_labels.jpg +3 -0
- runs/classify/train/val_batch1_pred.jpg +3 -0
- runs/classify/train/val_batch2_labels.jpg +3 -0
- runs/classify/train/val_batch2_pred.jpg +3 -0
- runs/classify/train/weights/best.pt +3 -0
- runs/classify/train/weights/last.pt +3 -0
- runs/classify/val/confusion_matrix.png +3 -0
- runs/classify/val/confusion_matrix_normalized.png +3 -0
- runs/classify/val/val_batch0_labels.jpg +3 -0
- runs/classify/val/val_batch0_pred.jpg +3 -0
- runs/classify/val/val_batch1_labels.jpg +3 -0
- runs/classify/val/val_batch1_pred.jpg +3 -0
- runs/classify/val/val_batch2_labels.jpg +3 -0
- runs/classify/val/val_batch2_pred.jpg +3 -0
- runs/classify/val2/confusion_matrix.png +3 -0
- runs/classify/val2/confusion_matrix_normalized.png +3 -0
- runs/classify/val2/val_batch0_labels.jpg +3 -0
- runs/classify/val2/val_batch0_pred.jpg +3 -0
- runs/classify/val2/val_batch1_labels.jpg +3 -0
- runs/classify/val2/val_batch1_pred.jpg +3 -0
- runs/classify/val2/val_batch2_labels.jpg +3 -0
- runs/classify/val2/val_batch2_pred.jpg +3 -0
- seatbelt_detection/best_seatbelt_model.pt +3 -0
- seatbelt_detection/predictions.png +3 -0
- yolo11n.pt +3 -0
- yolov8n-cls.pt +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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runs/classify/train/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
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runs/classify/train/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/classify/val/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
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runs/classify/val/confusion_matrix_normalized.png filter=lfs diff=lfs merge=lfs -text
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runs/classify/val/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/classify/val/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/classify/val2/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
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runs/classify/val2/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/classify/val2/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
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runs/classify/val2/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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seatbelt_detection/predictions.png filter=lfs diff=lfs merge=lfs -text
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runs/classify/train/args.yaml
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| 1 |
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task: classify
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| 2 |
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mode: train
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| 3 |
+
model: yolov8n-cls.pt
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| 4 |
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data: /kaggle/working/seatbelt_detection/dataset
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| 5 |
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epochs: 50
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| 6 |
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time: null
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| 7 |
+
patience: 10
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| 8 |
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batch: 32
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| 9 |
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imgsz: 224
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save: true
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| 11 |
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save_period: -1
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cache: false
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device: '0'
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workers: 8
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| 15 |
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project: null
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name: train
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| 17 |
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exist_ok: false
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| 18 |
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pretrained: true
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| 19 |
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optimizer: auto
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| 20 |
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verbose: true
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| 21 |
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seed: 0
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| 22 |
+
deterministic: true
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| 23 |
+
single_cls: false
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| 24 |
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rect: false
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| 25 |
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cos_lr: false
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| 26 |
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close_mosaic: 10
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| 27 |
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resume: false
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| 28 |
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amp: true
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| 29 |
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fraction: 1.0
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| 30 |
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profile: false
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| 31 |
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freeze: null
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| 32 |
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multi_scale: false
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| 33 |
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compile: false
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| 34 |
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overlap_mask: true
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| 35 |
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mask_ratio: 4
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| 36 |
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dropout: 0.0
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| 37 |
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val: true
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| 38 |
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split: val
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| 39 |
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save_json: false
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| 40 |
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conf: null
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| 41 |
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iou: 0.7
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| 42 |
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max_det: 300
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| 43 |
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half: false
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| 44 |
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dnn: false
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| 45 |
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plots: true
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| 46 |
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source: null
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| 47 |
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vid_stride: 1
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| 48 |
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stream_buffer: false
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| 49 |
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visualize: false
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| 50 |
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augment: true
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| 51 |
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agnostic_nms: false
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| 52 |
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classes: null
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| 53 |
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retina_masks: false
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| 54 |
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embed: null
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| 55 |
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show: false
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| 56 |
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save_frames: false
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| 57 |
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save_txt: false
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| 58 |
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save_conf: false
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| 59 |
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save_crop: false
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| 60 |
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show_labels: true
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| 61 |
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show_conf: true
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| 62 |
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show_boxes: true
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| 63 |
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line_width: null
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| 64 |
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format: torchscript
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| 65 |
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keras: false
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| 66 |
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optimize: false
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| 67 |
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int8: false
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| 68 |
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dynamic: false
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| 69 |
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simplify: true
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| 70 |
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opset: null
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| 71 |
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workspace: null
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| 72 |
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nms: false
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| 73 |
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lr0: 0.001
|
| 74 |
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lrf: 0.0001
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| 75 |
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momentum: 0.937
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| 76 |
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weight_decay: 0.0005
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| 77 |
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warmup_epochs: 3.0
|
| 78 |
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warmup_momentum: 0.8
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| 79 |
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warmup_bias_lr: 0.1
|
| 80 |
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box: 7.5
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| 81 |
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cls: 0.5
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| 82 |
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dfl: 1.5
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| 83 |
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pose: 12.0
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| 84 |
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kobj: 1.0
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| 85 |
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nbs: 64
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hsv_h: 0.015
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| 87 |
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hsv_s: 0.7
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| 88 |
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hsv_v: 0.4
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| 89 |
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degrees: 0.0
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| 90 |
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translate: 0.1
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| 91 |
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scale: 0.5
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| 92 |
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shear: 0.0
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| 93 |
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perspective: 0.0
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| 94 |
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flipud: 0.5
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| 95 |
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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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| 101 |
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copy_paste_mode: flip
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| 102 |
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auto_augment: randaugment
|
| 103 |
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erasing: 0.4
|
| 104 |
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cfg: null
|
| 105 |
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tracker: botsort.yaml
|
| 106 |
+
save_dir: /kaggle/working/runs/classify/train
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runs/classify/train/confusion_matrix.png
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runs/classify/train/results.csv
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epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
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| 2 |
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1,4.93606,0.49601,0.93678,1,0.15708,0.00035007,0.00035007,0.00035007
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8,21.6893,0.03031,0.98851,1,0.01562,0.00143364,0.00143364,0.00143364
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9,23.7383,0.02648,0.94253,1,0.13344,0.00140031,0.00140031,0.00140031
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10,26.0865,0.01593,1,1,0.00822,0.00136697,0.00136697,0.00136697
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11,28.4379,0.00751,1,1,0.00107,0.00133363,0.00133363,0.00133363
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12,30.7825,0.02287,0.98276,1,0.0288,0.0013003,0.0013003,0.0013003
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13,33.0484,0.02144,0.85057,1,0.35555,0.00126696,0.00126696,0.00126696
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