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- runs/detect/train4/BoxF1_curve.png +3 -0
- runs/detect/train4/BoxPR_curve.png +3 -0
- runs/detect/train4/BoxP_curve.png +3 -0
- runs/detect/train4/BoxR_curve.png +3 -0
- runs/detect/train4/args.yaml +106 -0
- runs/detect/train4/confusion_matrix.png +3 -0
- runs/detect/train4/confusion_matrix_normalized.png +3 -0
- runs/detect/train4/labels.jpg +3 -0
- runs/detect/train4/results.csv +51 -0
- runs/detect/train4/results.png +3 -0
- runs/detect/train4/train_batch0.jpg +3 -0
- runs/detect/train4/train_batch1.jpg +3 -0
- runs/detect/train4/train_batch2.jpg +3 -0
- runs/detect/train4/train_batch42520.jpg +3 -0
- runs/detect/train4/train_batch42521.jpg +3 -0
- runs/detect/train4/train_batch42522.jpg +3 -0
- runs/detect/train4/val_batch0_labels.jpg +3 -0
- runs/detect/train4/val_batch0_pred.jpg +3 -0
- runs/detect/train4/val_batch1_labels.jpg +3 -0
- runs/detect/train4/val_batch1_pred.jpg +3 -0
- runs/detect/train4/val_batch2_labels.jpg +3 -0
- runs/detect/train4/val_batch2_pred.jpg +3 -0
- runs/detect/train4/weights/best.pt +3 -0
- runs/detect/train4/weights/last.pt +3 -0
- runs/detect/train5/BoxF1_curve.png +3 -0
- runs/detect/train5/BoxPR_curve.png +3 -0
- runs/detect/train5/BoxP_curve.png +3 -0
- runs/detect/train5/BoxR_curve.png +3 -0
- runs/detect/train5/args.yaml +106 -0
- runs/detect/train5/confusion_matrix.png +3 -0
- runs/detect/train5/confusion_matrix_normalized.png +3 -0
- runs/detect/train5/labels.jpg +3 -0
- runs/detect/train5/results.csv +51 -0
- runs/detect/train5/results.png +3 -0
- runs/detect/train5/train_batch0.jpg +3 -0
- runs/detect/train5/train_batch1.jpg +3 -0
- runs/detect/train5/train_batch2.jpg +3 -0
- runs/detect/train5/train_batch42520.jpg +3 -0
- runs/detect/train5/train_batch42521.jpg +3 -0
- runs/detect/train5/train_batch42522.jpg +3 -0
- runs/detect/train5/val_batch0_labels.jpg +3 -0
- runs/detect/train5/val_batch0_pred.jpg +3 -0
- runs/detect/train5/val_batch1_labels.jpg +3 -0
- runs/detect/train5/val_batch1_pred.jpg +3 -0
- runs/detect/train5/val_batch2_labels.jpg +3 -0
- runs/detect/train5/val_batch2_pred.jpg +3 -0
- runs/detect/train5/weights/best.pt +3 -0
- runs/detect/train5/weights/last.pt +3 -0
- runs/detect/train8/BoxF1_curve.png +3 -0
- runs/detect/train8/BoxPR_curve.png +3 -0
runs/detect/train4/BoxF1_curve.png
ADDED
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Git LFS Details
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runs/detect/train4/BoxPR_curve.png
ADDED
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Git LFS Details
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runs/detect/train4/BoxP_curve.png
ADDED
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Git LFS Details
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runs/detect/train4/BoxR_curve.png
ADDED
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Git LFS Details
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runs/detect/train4/args.yaml
ADDED
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| 1 |
+
task: detect
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| 2 |
+
mode: train
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| 3 |
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model: yolov8n.pt
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| 4 |
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data: yolo_hand/data.yaml
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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 |
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patience: 100
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| 8 |
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batch: 32
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| 9 |
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imgsz: 640
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| 10 |
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save: true
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| 11 |
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| 12 |
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cache: false
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| 13 |
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device: null
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| 14 |
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workers: 8
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| 15 |
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project: null
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| 16 |
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name: train4
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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 |
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deterministic: true
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| 23 |
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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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| 28 |
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| 29 |
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| 31 |
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| 32 |
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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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| 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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plots: true
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| 46 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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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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| 57 |
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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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| 67 |
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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: 0.01
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| 74 |
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lrf: 0.01
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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
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| 78 |
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warmup_momentum: 0.8
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| 79 |
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warmup_bias_lr: 0.1
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| 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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| 86 |
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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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perspective: 0.0
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| 94 |
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flipud: 0.0
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| 95 |
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fliplr: 0.5
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| 96 |
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bgr: 0.0
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| 97 |
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mosaic: 1.0
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| 98 |
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mixup: 0.0
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| 99 |
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cutmix: 0.0
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| 100 |
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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
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| 103 |
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erasing: 0.4
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| 104 |
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cfg: null
|
| 105 |
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tracker: botsort.yaml
|
| 106 |
+
save_dir: /home/rap93/CPSC5800-Final/runs/detect/train4
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runs/detect/train4/confusion_matrix.png
ADDED
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Git LFS Details
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runs/detect/train4/confusion_matrix_normalized.png
ADDED
|
Git LFS Details
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runs/detect/train4/labels.jpg
ADDED
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Git LFS Details
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runs/detect/train4/results.csv
ADDED
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| 1 |
+
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
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| 2 |
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1,142.899,1.2632,1.55261,1.24549,0.8618,0.67447,0.76095,0.51351,1.30044,0.9671,1.11644,0.0033302,0.0033302,0.0033302
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| 3 |
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2,281.026,1.15448,0.88114,1.14929,0.87938,0.6797,0.77131,0.51511,1.30739,0.91077,1.13056,0.00653159,0.00653159,0.00653159
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3,408.266,1.18538,0.87506,1.16512,0.86158,0.58083,0.68267,0.46179,1.37831,1.13322,1.18263,0.00960099,0.00960099,0.00960099
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| 42 |
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| 43 |
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| 44 |
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