hdnh2006
commited on
Commit
·
2d6edb1
1
Parent(s):
7a49537
add other yolov8 models
Browse filesThis view is limited to 50 files because it contains too many changes.
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- yolov8l/BoxF1_curve.png +0 -0
- yolov8l/BoxPR_curve.png +0 -0
- yolov8l/BoxP_curve.png +0 -0
- yolov8l/BoxR_curve.png +0 -0
- yolov8l/MaskF1_curve.png +0 -0
- yolov8l/MaskPR_curve.png +0 -0
- yolov8l/MaskP_curve.png +0 -0
- yolov8l/MaskR_curve.png +0 -0
- yolov8l/args.yaml +105 -0
- yolov8l/confusion_matrix.png +0 -0
- yolov8l/confusion_matrix_normalized.png +0 -0
- yolov8l/labels.jpg +0 -0
- yolov8l/labels_correlogram.jpg +0 -0
- yolov8l/results.csv +101 -0
- yolov8l/results.png +0 -0
- yolov8l/train_batch0.jpg +0 -0
- yolov8l/train_batch1.jpg +0 -0
- yolov8l/train_batch2.jpg +0 -0
- yolov8l/train_batch37170.jpg +0 -0
- yolov8l/train_batch37171.jpg +0 -0
- yolov8l/train_batch37172.jpg +0 -0
- yolov8l/val_batch0_labels.jpg +0 -0
- yolov8l/val_batch0_pred.jpg +0 -0
- yolov8l/val_batch1_labels.jpg +0 -0
- yolov8l/val_batch1_pred.jpg +0 -0
- yolov8l/val_batch2_labels.jpg +0 -0
- yolov8l/val_batch2_pred.jpg +0 -0
- yolov8l/weights/best.pt +3 -0
- yolov8l/weights/last.pt +3 -0
- yolov8m/BoxF1_curve.png +0 -0
- yolov8m/BoxPR_curve.png +0 -0
- yolov8m/BoxP_curve.png +0 -0
- yolov8m/BoxR_curve.png +0 -0
- yolov8m/MaskF1_curve.png +0 -0
- yolov8m/MaskPR_curve.png +0 -0
- yolov8m/MaskP_curve.png +0 -0
- yolov8m/MaskR_curve.png +0 -0
- yolov8m/args.yaml +105 -0
- yolov8m/confusion_matrix.png +0 -0
- yolov8m/confusion_matrix_normalized.png +0 -0
- yolov8m/labels.jpg +0 -0
- yolov8m/labels_correlogram.jpg +0 -0
- yolov8m/results.csv +101 -0
- yolov8m/results.png +0 -0
- yolov8m/train_batch0.jpg +0 -0
- yolov8m/train_batch1.jpg +0 -0
- yolov8m/train_batch2.jpg +0 -0
- yolov8m/train_batch23940.jpg +0 -0
- yolov8m/train_batch23941.jpg +0 -0
- yolov8m/train_batch23942.jpg +0 -0
yolov8l/BoxF1_curve.png
ADDED
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yolov8l/BoxPR_curve.png
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yolov8l/BoxP_curve.png
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yolov8l/BoxR_curve.png
ADDED
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yolov8l/MaskF1_curve.png
ADDED
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yolov8l/MaskPR_curve.png
ADDED
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yolov8l/MaskP_curve.png
ADDED
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yolov8l/MaskR_curve.png
ADDED
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yolov8l/args.yaml
ADDED
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| 1 |
+
task: segment
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| 2 |
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mode: train
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| 3 |
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model: yolov8l-seg.pt
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| 4 |
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data: crack-seg.yaml
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| 5 |
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epochs: 100
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| 6 |
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time: null
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| 7 |
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patience: 50
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| 8 |
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batch: 9
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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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save_period: -1
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| 12 |
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cache: ram
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| 13 |
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device: null
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| 14 |
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workers: 16
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| 15 |
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project: crack-seg
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| 16 |
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name: yolov8l
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| 17 |
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exist_ok: true
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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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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 |
+
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 |
+
multi_scale: false
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| 33 |
+
overlap_mask: true
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| 34 |
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mask_ratio: 4
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| 35 |
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dropout: 0.0
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| 36 |
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val: true
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| 37 |
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split: val
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| 38 |
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save_json: false
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| 39 |
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save_hybrid: 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: false
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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 |
+
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 |
+
optimize: false
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| 67 |
+
int8: false
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| 68 |
+
dynamic: false
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| 69 |
+
simplify: false
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| 70 |
+
opset: null
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| 71 |
+
workspace: 4
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| 72 |
+
nms: false
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| 73 |
+
lr0: 0.01
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| 74 |
+
lrf: 0.01
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| 75 |
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momentum: 0.937
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| 76 |
+
weight_decay: 0.0005
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| 77 |
+
warmup_epochs: 3.0
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| 78 |
+
warmup_momentum: 0.8
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| 79 |
+
warmup_bias_lr: 0.1
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| 80 |
+
box: 7.5
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| 81 |
+
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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label_smoothing: 0.0
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| 86 |
+
nbs: 64
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| 87 |
+
hsv_h: 0.015
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| 88 |
+
hsv_s: 0.7
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| 89 |
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hsv_v: 0.4
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| 90 |
+
degrees: 0.0
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| 91 |
+
translate: 0.1
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| 92 |
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scale: 0.5
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| 93 |
+
shear: 0.0
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| 94 |
+
perspective: 0.0
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| 95 |
+
flipud: 0.0
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| 96 |
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fliplr: 0.5
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| 97 |
+
mosaic: 1.0
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| 98 |
+
mixup: 0.0
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| 99 |
+
copy_paste: 0.0
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| 100 |
+
auto_augment: randaugment
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| 101 |
+
erasing: 0.4
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| 102 |
+
crop_fraction: 1.0
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| 103 |
+
cfg: null
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| 104 |
+
tracker: botsort.yaml
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| 105 |
+
save_dir: crack-seg/yolov8l
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yolov8l/confusion_matrix.png
ADDED
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yolov8l/confusion_matrix_normalized.png
ADDED
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yolov8l/labels.jpg
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yolov8l/labels_correlogram.jpg
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yolov8l/results.csv
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| 1 |
+
epoch, train/box_loss, train/seg_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), metrics/precision(M), metrics/recall(M), metrics/mAP50(M), metrics/mAP50-95(M), val/box_loss, val/seg_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2
|
| 2 |
+
1, 1.5532, 1.8999, 1.7576, 1.4998, 0.20955, 0.3253, 0.14265, 0.04565, 0.10302, 0.28916, 0.06094, 0.01189, 2.4239, 1.5474, 3.9339, 2.2469, 0.00066505, 0.00066505, 0.00066505
|
| 3 |
+
2, 1.5548, 1.7886, 1.6036, 1.4952, 0.4823, 0.42169, 0.34715, 0.13473, 0.41553, 0.41401, 0.26874, 0.06637, 2.1432, 1.4235, 2.1319, 1.8021, 0.0013185, 0.0013185, 0.0013185
|
| 4 |
+
3, 1.399, 1.7315, 1.4333, 1.3919, 0.40342, 0.41823, 0.35654, 0.12276, 0.53007, 0.35743, 0.34928, 0.10687, 2.0468, 1.3399, 2.2974, 1.6614, 0.0019588, 0.0019588, 0.0019588
|
| 5 |
+
4, 1.3036, 1.6851, 1.3179, 1.3315, 0.65618, 0.62083, 0.58018, 0.34215, 0.56855, 0.55422, 0.41572, 0.13355, 1.5195, 1.2533, 1.6543, 1.3986, 0.0019406, 0.0019406, 0.0019406
|
| 6 |
+
5, 1.2284, 1.6485, 1.237, 1.2905, 0.59427, 0.60643, 0.5029, 0.28135, 0.51151, 0.49799, 0.34574, 0.0953, 1.5468, 1.3121, 1.9187, 1.3892, 0.0019406, 0.0019406, 0.0019406
|
| 7 |
+
6, 1.1678, 1.6308, 1.1617, 1.2598, 0.68463, 0.69747, 0.62634, 0.39241, 0.63231, 0.61044, 0.50048, 0.14825, 1.3832, 1.2559, 1.5297, 1.2955, 0.0019208, 0.0019208, 0.0019208
|
| 8 |
+
7, 1.1396, 1.6232, 1.1026, 1.2418, 0.68419, 0.65462, 0.63525, 0.42325, 0.6084, 0.56156, 0.47614, 0.154, 1.3333, 1.2055, 1.5293, 1.292, 0.001901, 0.001901, 0.001901
|
| 9 |
+
8, 1.0897, 1.5696, 1.0669, 1.2259, 0.71904, 0.68675, 0.6763, 0.44065, 0.64502, 0.61446, 0.55527, 0.1663, 1.3031, 1.2759, 1.372, 1.2501, 0.0018812, 0.0018812, 0.0018812
|
| 10 |
+
9, 1.0567, 1.5761, 1.0082, 1.2103, 0.67039, 0.69429, 0.64416, 0.42509, 0.57609, 0.59491, 0.47786, 0.15495, 1.2676, 1.2666, 1.3279, 1.2223, 0.0018614, 0.0018614, 0.0018614
|
| 11 |
+
10, 1.0487, 1.5731, 0.99981, 1.2064, 0.75742, 0.67713, 0.69577, 0.45215, 0.60673, 0.54217, 0.45853, 0.13781, 1.2619, 1.2522, 1.2189, 1.2087, 0.0018416, 0.0018416, 0.0018416
|
| 12 |
+
11, 1.0421, 1.5609, 0.99017, 1.2004, 0.74849, 0.67871, 0.69444, 0.46061, 0.62825, 0.59839, 0.50075, 0.16094, 1.2281, 1.2974, 1.2822, 1.2199, 0.0018218, 0.0018218, 0.0018218
|
| 13 |
+
12, 1.0045, 1.5547, 0.94746, 1.1763, 0.7601, 0.63624, 0.68313, 0.46766, 0.65539, 0.5502, 0.52133, 0.17016, 1.199, 1.2055, 1.2542, 1.1638, 0.001802, 0.001802, 0.001802
|
| 14 |
+
13, 0.99088, 1.5453, 0.9344, 1.1771, 0.72611, 0.62817, 0.69688, 0.44975, 0.63762, 0.55118, 0.52964, 0.16583, 1.2186, 1.2436, 1.2582, 1.2168, 0.0017822, 0.0017822, 0.0017822
|
| 15 |
+
14, 0.99065, 1.5453, 0.9301, 1.1701, 0.79333, 0.6783, 0.71785, 0.50706, 0.67413, 0.58233, 0.54424, 0.17499, 1.1058, 1.2353, 1.2032, 1.1553, 0.0017624, 0.0017624, 0.0017624
|
| 16 |
+
15, 0.9649, 1.5129, 0.91115, 1.1506, 0.73472, 0.73092, 0.72588, 0.51557, 0.68881, 0.59839, 0.57662, 0.17395, 1.0696, 1.2108, 1.104, 1.0875, 0.0017426, 0.0017426, 0.0017426
|
| 17 |
+
16, 0.96936, 1.5273, 0.90975, 1.1582, 0.82258, 0.68893, 0.74133, 0.49248, 0.73575, 0.61499, 0.59935, 0.20082, 1.155, 1.2233, 1.1329, 1.1392, 0.0017228, 0.0017228, 0.0017228
|
| 18 |
+
17, 0.94628, 1.5137, 0.87447, 1.1414, 0.79786, 0.69748, 0.74631, 0.53397, 0.69686, 0.59438, 0.56623, 0.17302, 1.0904, 1.2241, 1.1052, 1.1396, 0.001703, 0.001703, 0.001703
|
| 19 |
+
18, 0.93928, 1.5114, 0.86031, 1.14, 0.84837, 0.63052, 0.72116, 0.49951, 0.76732, 0.57028, 0.57352, 0.17464, 1.1046, 1.2255, 1.1859, 1.1197, 0.0016832, 0.0016832, 0.0016832
|
| 20 |
+
19, 0.94027, 1.4987, 0.87214, 1.1427, 0.85023, 0.70683, 0.76346, 0.55173, 0.7681, 0.63855, 0.62573, 0.18962, 1.026, 1.2077, 1.0875, 1.0842, 0.0016634, 0.0016634, 0.0016634
|
| 21 |
+
20, 0.93288, 1.5022, 0.85447, 1.1396, 0.72812, 0.6747, 0.70869, 0.49643, 0.67079, 0.581, 0.56637, 0.17909, 1.0802, 1.1957, 1.1945, 1.1322, 0.0016436, 0.0016436, 0.0016436
|
| 22 |
+
21, 0.92166, 1.4771, 0.83861, 1.1336, 0.8032, 0.72119, 0.75392, 0.55042, 0.69078, 0.61906, 0.5822, 0.17555, 1.0514, 1.2476, 1.1039, 1.12, 0.0016238, 0.0016238, 0.0016238
|
| 23 |
+
22, 0.91263, 1.4874, 0.81139, 1.1209, 0.80418, 0.72567, 0.75934, 0.54961, 0.7066, 0.63835, 0.60183, 0.18961, 1.0845, 1.2052, 1.0611, 1.1006, 0.001604, 0.001604, 0.001604
|
| 24 |
+
23, 0.92101, 1.4832, 0.82858, 1.1279, 0.79415, 0.70683, 0.74121, 0.53536, 0.70982, 0.63454, 0.60627, 0.20131, 1.0918, 1.2022, 1.0794, 1.1572, 0.0015842, 0.0015842, 0.0015842
|
| 25 |
+
24, 0.9063, 1.4748, 0.81601, 1.1224, 0.82422, 0.69677, 0.76059, 0.56483, 0.67673, 0.62249, 0.58639, 0.1897, 1.034, 1.2014, 1.0915, 1.0852, 0.0015644, 0.0015644, 0.0015644
|
| 26 |
+
25, 0.90874, 1.4883, 0.81244, 1.118, 0.79415, 0.7282, 0.77291, 0.56774, 0.7379, 0.61847, 0.62298, 0.19897, 1.0242, 1.2117, 1.0591, 1.0586, 0.0015446, 0.0015446, 0.0015446
|
| 27 |
+
26, 0.90087, 1.4779, 0.81099, 1.1151, 0.85239, 0.71084, 0.77347, 0.55262, 0.7236, 0.66265, 0.63485, 0.19243, 1.0938, 1.1937, 1.0372, 1.1212, 0.0015248, 0.0015248, 0.0015248
|
| 28 |
+
27, 0.89823, 1.4925, 0.80513, 1.1144, 0.74788, 0.71084, 0.72142, 0.52167, 0.68709, 0.64377, 0.59577, 0.18252, 1.017, 1.2066, 1.0543, 1.0683, 0.001505, 0.001505, 0.001505
|
| 29 |
+
28, 0.88895, 1.4608, 0.78199, 1.1128, 0.80251, 0.71084, 0.76167, 0.56433, 0.71566, 0.65462, 0.6366, 0.20364, 1.0354, 1.2062, 1.0111, 1.0883, 0.0014852, 0.0014852, 0.0014852
|
| 30 |
+
29, 0.89018, 1.4583, 0.79196, 1.1128, 0.81028, 0.70683, 0.75043, 0.56295, 0.70304, 0.60852, 0.59221, 0.19539, 0.98721, 1.1961, 1.005, 1.0338, 0.0014654, 0.0014654, 0.0014654
|
| 31 |
+
30, 0.88394, 1.4696, 0.77259, 1.1081, 0.80373, 0.71084, 0.73936, 0.55833, 0.72154, 0.61044, 0.59571, 0.19676, 0.98119, 1.215, 1.0002, 1.07, 0.0014456, 0.0014456, 0.0014456
|
| 32 |
+
31, 0.86484, 1.4462, 0.77419, 1.1036, 0.79838, 0.71562, 0.76154, 0.56498, 0.69908, 0.61577, 0.60479, 0.18653, 0.99984, 1.1909, 0.98145, 1.0563, 0.0014258, 0.0014258, 0.0014258
|
| 33 |
+
32, 0.86853, 1.4459, 0.77817, 1.1015, 0.80252, 0.70281, 0.73542, 0.53858, 0.71479, 0.62249, 0.58413, 0.1943, 0.99667, 1.1949, 1.0605, 1.0365, 0.001406, 0.001406, 0.001406
|
| 34 |
+
33, 0.86109, 1.4424, 0.77294, 1.1024, 0.82332, 0.74297, 0.7873, 0.58409, 0.71612, 0.66667, 0.63148, 0.20141, 0.98819, 1.2029, 0.95149, 1.0827, 0.0013862, 0.0013862, 0.0013862
|
| 35 |
+
34, 0.86603, 1.4406, 0.75988, 1.0992, 0.8335, 0.74387, 0.78554, 0.56815, 0.74492, 0.66852, 0.64312, 0.2073, 1.0232, 1.1885, 0.91284, 1.1052, 0.0013664, 0.0013664, 0.0013664
|
| 36 |
+
35, 0.85524, 1.4398, 0.76022, 1.0936, 0.83441, 0.70683, 0.77137, 0.57872, 0.7842, 0.62249, 0.661, 0.21343, 0.97364, 1.1552, 0.97886, 1.075, 0.0013466, 0.0013466, 0.0013466
|
| 37 |
+
36, 0.85341, 1.4515, 0.74224, 1.0943, 0.8123, 0.74737, 0.75878, 0.57846, 0.72402, 0.6747, 0.60682, 0.2072, 0.95194, 1.1718, 0.97616, 1.0687, 0.0013268, 0.0013268, 0.0013268
|
| 38 |
+
37, 0.83778, 1.4342, 0.72735, 1.0849, 0.84416, 0.69076, 0.77031, 0.55877, 0.78143, 0.60306, 0.62554, 0.20022, 1.0107, 1.2095, 0.96313, 1.0483, 0.001307, 0.001307, 0.001307
|
| 39 |
+
38, 0.84443, 1.4497, 0.72698, 1.0819, 0.80475, 0.77798, 0.80274, 0.59163, 0.70089, 0.67758, 0.63069, 0.20645, 0.977, 1.1578, 0.94465, 1.0592, 0.0012872, 0.0012872, 0.0012872
|
| 40 |
+
39, 0.83527, 1.4384, 0.72543, 1.0854, 0.78699, 0.73494, 0.75293, 0.56742, 0.68611, 0.63206, 0.5958, 0.19616, 0.94483, 1.1778, 0.97218, 1.0492, 0.0012674, 0.0012674, 0.0012674
|
| 41 |
+
40, 0.84512, 1.4471, 0.72879, 1.0896, 0.7718, 0.71989, 0.74639, 0.56463, 0.71997, 0.64659, 0.62989, 0.20494, 0.97127, 1.1859, 0.98399, 1.059, 0.0012476, 0.0012476, 0.0012476
|
| 42 |
+
41, 0.83017, 1.4329, 0.71992, 1.084, 0.78773, 0.75502, 0.76304, 0.58403, 0.72208, 0.71084, 0.63581, 0.20818, 0.89948, 1.1647, 0.93476, 0.98814, 0.0012278, 0.0012278, 0.0012278
|
| 43 |
+
42, 0.82482, 1.4258, 0.70668, 1.0775, 0.7201, 0.74393, 0.75049, 0.56307, 0.64379, 0.68273, 0.62016, 0.20491, 0.9537, 1.1684, 0.99358, 1.0215, 0.001208, 0.001208, 0.001208
|
| 44 |
+
43, 0.822, 1.4214, 0.69659, 1.0752, 0.77104, 0.75737, 0.76735, 0.57261, 0.69065, 0.70832, 0.65591, 0.20827, 0.95761, 1.1716, 0.94286, 1.0585, 0.0011882, 0.0011882, 0.0011882
|
| 45 |
+
44, 0.8047, 1.4032, 0.69431, 1.0683, 0.79154, 0.74297, 0.77795, 0.58658, 0.68863, 0.71486, 0.66682, 0.21314, 0.97581, 1.1799, 0.89826, 1.0504, 0.0011684, 0.0011684, 0.0011684
|
| 46 |
+
45, 0.82183, 1.4173, 0.69963, 1.074, 0.75788, 0.74171, 0.76211, 0.56893, 0.67644, 0.67169, 0.62993, 0.19426, 0.9744, 1.1839, 0.93787, 1.0483, 0.0011486, 0.0011486, 0.0011486
|
| 47 |
+
46, 0.81035, 1.4002, 0.68515, 1.0674, 0.83469, 0.70683, 0.78974, 0.60567, 0.78054, 0.63855, 0.66531, 0.20227, 0.8907, 1.1939, 0.87836, 1.0004, 0.0011288, 0.0011288, 0.0011288
|
| 48 |
+
47, 0.80532, 1.4051, 0.69086, 1.0639, 0.82762, 0.73092, 0.77067, 0.59124, 0.75655, 0.6506, 0.64673, 0.20882, 0.93942, 1.1707, 0.92513, 1.0479, 0.001109, 0.001109, 0.001109
|
| 49 |
+
48, 0.81501, 1.4127, 0.68953, 1.0709, 0.81362, 0.73633, 0.76491, 0.59529, 0.73538, 0.66265, 0.63584, 0.20546, 0.93077, 1.1915, 0.93647, 1.0635, 0.0010892, 0.0010892, 0.0010892
|
| 50 |
+
49, 0.80454, 1.4025, 0.67394, 1.0652, 0.83818, 0.72289, 0.78349, 0.60699, 0.77443, 0.6506, 0.66283, 0.2121, 0.89242, 1.181, 0.91708, 1.0263, 0.0010694, 0.0010694, 0.0010694
|
| 51 |
+
50, 0.8096, 1.42, 0.66659, 1.0611, 0.82357, 0.69076, 0.7531, 0.59089, 0.7584, 0.63454, 0.62237, 0.20586, 0.92637, 1.1825, 0.93007, 1.0294, 0.0010496, 0.0010496, 0.0010496
|
| 52 |
+
51, 0.79422, 1.3919, 0.65339, 1.0582, 0.80964, 0.71742, 0.76339, 0.59543, 0.73099, 0.65462, 0.6342, 0.20827, 0.90879, 1.1789, 0.91142, 1.0041, 0.0010298, 0.0010298, 0.0010298
|
| 53 |
+
52, 0.7887, 1.4023, 0.65707, 1.0537, 0.8021, 0.73249, 0.77848, 0.60565, 0.75408, 0.64037, 0.65744, 0.21006, 0.90907, 1.2018, 0.8732, 1.0279, 0.00101, 0.00101, 0.00101
|
| 54 |
+
53, 0.78637, 1.3966, 0.64252, 1.0504, 0.82565, 0.69478, 0.774, 0.59711, 0.73497, 0.61847, 0.62719, 0.20032, 0.91748, 1.1741, 0.9203, 1.0526, 0.0009902, 0.0009902, 0.0009902
|
| 55 |
+
54, 0.77905, 1.382, 0.65825, 1.0497, 0.82477, 0.71486, 0.78108, 0.59364, 0.78167, 0.66667, 0.66093, 0.19935, 0.91869, 1.1677, 0.88637, 1.0327, 0.0009704, 0.0009704, 0.0009704
|
| 56 |
+
55, 0.78853, 1.3921, 0.63334, 1.055, 0.76333, 0.7751, 0.77755, 0.60984, 0.7096, 0.69676, 0.65387, 0.21929, 0.89954, 1.1755, 0.90228, 1.0168, 0.0009506, 0.0009506, 0.0009506
|
| 57 |
+
56, 0.78208, 1.3849, 0.6401, 1.049, 0.81526, 0.74436, 0.79153, 0.60386, 0.73608, 0.67207, 0.65678, 0.20957, 0.91169, 1.2015, 0.88645, 1.0336, 0.0009308, 0.0009308, 0.0009308
|
| 58 |
+
57, 0.76965, 1.3675, 0.62376, 1.044, 0.82354, 0.74297, 0.78224, 0.6064, 0.75987, 0.68273, 0.67102, 0.21523, 0.89427, 1.1838, 0.86353, 1.0194, 0.000911, 0.000911, 0.000911
|
| 59 |
+
58, 0.77098, 1.3649, 0.6215, 1.0446, 0.82816, 0.75904, 0.77743, 0.58879, 0.75832, 0.65863, 0.64338, 0.20865, 0.91393, 1.184, 0.88475, 1.0482, 0.0008912, 0.0008912, 0.0008912
|
| 60 |
+
59, 0.77295, 1.3654, 0.62265, 1.0489, 0.79441, 0.751, 0.77857, 0.59179, 0.76409, 0.62651, 0.64701, 0.2135, 0.87673, 1.1748, 0.89251, 1.0121, 0.0008714, 0.0008714, 0.0008714
|
| 61 |
+
60, 0.75415, 1.3508, 0.61106, 1.0388, 0.7893, 0.78715, 0.77619, 0.59622, 0.77179, 0.6791, 0.65216, 0.21149, 0.92819, 1.1761, 0.85828, 1.0589, 0.0008516, 0.0008516, 0.0008516
|
| 62 |
+
61, 0.76259, 1.3668, 0.62552, 1.0388, 0.82348, 0.73092, 0.76872, 0.59165, 0.73677, 0.65462, 0.6358, 0.20514, 0.91548, 1.1756, 0.8836, 1.0491, 0.0008318, 0.0008318, 0.0008318
|
| 63 |
+
62, 0.74744, 1.3641, 0.59547, 1.0357, 0.82191, 0.79518, 0.80108, 0.61723, 0.75212, 0.72691, 0.6733, 0.22758, 0.87821, 1.1759, 0.85288, 1.0022, 0.000812, 0.000812, 0.000812
|
| 64 |
+
63, 0.75059, 1.3693, 0.60816, 1.0348, 0.82716, 0.76877, 0.78558, 0.61127, 0.76143, 0.69076, 0.64842, 0.21952, 0.84788, 1.1603, 0.85144, 0.99464, 0.0007922, 0.0007922, 0.0007922
|
| 65 |
+
64, 0.74643, 1.3447, 0.59858, 1.0348, 0.82129, 0.75672, 0.7722, 0.59896, 0.78703, 0.68271, 0.67226, 0.21449, 0.89843, 1.1788, 0.87777, 1.04, 0.0007724, 0.0007724, 0.0007724
|
| 66 |
+
65, 0.75334, 1.3637, 0.61002, 1.0346, 0.76561, 0.79518, 0.791, 0.61799, 0.75038, 0.7002, 0.68609, 0.21844, 0.84902, 1.1924, 0.81504, 1.0102, 0.0007526, 0.0007526, 0.0007526
|
| 67 |
+
66, 0.74046, 1.3666, 0.58263, 1.0311, 0.86075, 0.72691, 0.79211, 0.62091, 0.78721, 0.67871, 0.67688, 0.2229, 0.87318, 1.1707, 0.82772, 1.0092, 0.0007328, 0.0007328, 0.0007328
|
| 68 |
+
67, 0.73663, 1.3408, 0.58327, 1.0302, 0.83125, 0.75904, 0.76255, 0.57504, 0.74347, 0.67509, 0.63629, 0.20741, 0.92262, 1.1841, 0.91625, 1.0545, 0.000713, 0.000713, 0.000713
|
| 69 |
+
68, 0.73103, 1.343, 0.58208, 1.0283, 0.83465, 0.75008, 0.77097, 0.57456, 0.76652, 0.64605, 0.61655, 0.20403, 0.92589, 1.1736, 0.86897, 1.0702, 0.0006932, 0.0006932, 0.0006932
|
| 70 |
+
69, 0.73942, 1.3676, 0.58599, 1.0333, 0.84565, 0.72691, 0.77324, 0.58631, 0.75394, 0.6522, 0.62913, 0.20963, 0.89532, 1.1659, 0.90685, 1.0414, 0.0006734, 0.0006734, 0.0006734
|
| 71 |
+
70, 0.72522, 1.3374, 0.57594, 1.0209, 0.83895, 0.73896, 0.76748, 0.59782, 0.74382, 0.68675, 0.65015, 0.21953, 0.87805, 1.169, 0.87799, 1.0213, 0.0006536, 0.0006536, 0.0006536
|
| 72 |
+
71, 0.72573, 1.3431, 0.57022, 1.0267, 0.82764, 0.7521, 0.76538, 0.59431, 0.78588, 0.67068, 0.65669, 0.22022, 0.91036, 1.1751, 0.86355, 1.0592, 0.0006338, 0.0006338, 0.0006338
|
| 73 |
+
72, 0.72449, 1.3475, 0.55414, 1.0249, 0.79814, 0.78313, 0.78269, 0.60054, 0.73453, 0.69478, 0.66142, 0.21532, 0.87893, 1.1602, 0.85232, 1.0203, 0.000614, 0.000614, 0.000614
|
| 74 |
+
73, 0.72463, 1.3501, 0.56333, 1.0214, 0.83724, 0.76439, 0.78709, 0.61507, 0.76638, 0.70683, 0.66368, 0.21741, 0.87876, 1.1661, 0.80438, 1.023, 0.0005942, 0.0005942, 0.0005942
|
| 75 |
+
74, 0.70606, 1.3249, 0.5477, 1.0121, 0.8743, 0.73896, 0.82087, 0.6362, 0.79352, 0.67068, 0.69337, 0.23112, 0.84117, 1.1684, 0.82012, 1.0008, 0.0005744, 0.0005744, 0.0005744
|
| 76 |
+
75, 0.70302, 1.3232, 0.53931, 1.0086, 0.87999, 0.76563, 0.81666, 0.63092, 0.78862, 0.6747, 0.66161, 0.22546, 0.84889, 1.1843, 0.81127, 1.0102, 0.0005546, 0.0005546, 0.0005546
|
| 77 |
+
76, 0.70814, 1.3157, 0.54079, 1.0128, 0.86281, 0.75771, 0.8011, 0.62738, 0.78146, 0.68675, 0.67013, 0.2185, 0.87164, 1.2147, 0.84389, 1.0308, 0.0005348, 0.0005348, 0.0005348
|
| 78 |
+
77, 0.70819, 1.3223, 0.5444, 1.0154, 0.84772, 0.73775, 0.79049, 0.62812, 0.80814, 0.65863, 0.66515, 0.22337, 0.81568, 1.1767, 0.85568, 0.99836, 0.000515, 0.000515, 0.000515
|
| 79 |
+
78, 0.67829, 1.3019, 0.50556, 0.99862, 0.84827, 0.73494, 0.78463, 0.61795, 0.79147, 0.68273, 0.66737, 0.21546, 0.8446, 1.1825, 0.84755, 1.027, 0.0004952, 0.0004952, 0.0004952
|
| 80 |
+
79, 0.69203, 1.3203, 0.5259, 1.005, 0.83714, 0.73896, 0.76855, 0.60122, 0.76811, 0.67871, 0.6447, 0.21559, 0.8765, 1.175, 0.83502, 1.0674, 0.0004754, 0.0004754, 0.0004754
|
| 81 |
+
80, 0.68281, 1.3023, 0.51622, 1.003, 0.81508, 0.77888, 0.80254, 0.61042, 0.78743, 0.68675, 0.65568, 0.21032, 0.90607, 1.1709, 0.8217, 1.0566, 0.0004556, 0.0004556, 0.0004556
|
| 82 |
+
81, 0.68556, 1.3148, 0.51612, 1.0027, 0.83588, 0.79116, 0.81609, 0.64259, 0.76176, 0.70628, 0.67751, 0.22689, 0.85961, 1.1866, 0.79563, 1.0268, 0.0004358, 0.0004358, 0.0004358
|
| 83 |
+
82, 0.68819, 1.315, 0.52005, 1.0048, 0.80715, 0.79002, 0.78689, 0.61377, 0.77654, 0.68385, 0.68049, 0.22467, 0.88447, 1.1847, 0.84659, 1.0433, 0.000416, 0.000416, 0.000416
|
| 84 |
+
83, 0.68489, 1.2913, 0.51894, 1.0029, 0.81504, 0.76099, 0.77937, 0.60028, 0.77839, 0.6988, 0.67662, 0.21399, 0.88003, 1.1873, 0.81376, 1.0567, 0.0003962, 0.0003962, 0.0003962
|
| 85 |
+
84, 0.67096, 1.3101, 0.49701, 0.99235, 0.80792, 0.79393, 0.79154, 0.62423, 0.76951, 0.67871, 0.67784, 0.22701, 0.87476, 1.1741, 0.83837, 1.0647, 0.0003764, 0.0003764, 0.0003764
|
| 86 |
+
85, 0.65975, 1.2848, 0.48549, 0.9902, 0.85857, 0.75581, 0.79922, 0.61128, 0.79238, 0.68973, 0.67725, 0.21249, 0.85855, 1.1927, 0.8134, 1.0288, 0.0003566, 0.0003566, 0.0003566
|
| 87 |
+
86, 0.68345, 1.3024, 0.50652, 1.0028, 0.8544, 0.73494, 0.77411, 0.61002, 0.80525, 0.67871, 0.64963, 0.21344, 0.8571, 1.1893, 0.81916, 1.0265, 0.0003368, 0.0003368, 0.0003368
|
| 88 |
+
87, 0.66137, 1.2941, 0.48472, 0.99115, 0.83707, 0.76343, 0.78498, 0.5988, 0.80982, 0.66667, 0.67031, 0.21211, 0.88228, 1.1866, 0.82982, 1.076, 0.000317, 0.000317, 0.000317
|
| 89 |
+
88, 0.66357, 1.2918, 0.48831, 0.99529, 0.84775, 0.751, 0.77916, 0.59165, 0.77481, 0.68675, 0.66721, 0.21558, 0.88137, 1.1999, 0.84069, 1.056, 0.0002972, 0.0002972, 0.0002972
|
| 90 |
+
89, 0.66063, 1.2848, 0.48148, 0.98616, 0.8169, 0.76305, 0.79119, 0.60035, 0.74133, 0.69059, 0.66081, 0.21338, 0.86655, 1.2094, 0.83367, 1.0427, 0.0002774, 0.0002774, 0.0002774
|
| 91 |
+
90, 0.65613, 1.2915, 0.47433, 0.98603, 0.83738, 0.75502, 0.78567, 0.59307, 0.75426, 0.67871, 0.64376, 0.20897, 0.86566, 1.2015, 0.82441, 1.0435, 0.0002576, 0.0002576, 0.0002576
|
| 92 |
+
91, 0.52326, 0.95142, 0.43541, 0.97548, 0.81812, 0.75875, 0.76384, 0.59866, 0.75434, 0.6906, 0.65147, 0.20916, 0.85412, 1.2061, 0.84724, 1.0185, 0.0002378, 0.0002378, 0.0002378
|
| 93 |
+
92, 0.50219, 0.94849, 0.41043, 0.96568, 0.83869, 0.74699, 0.77335, 0.5969, 0.75846, 0.6747, 0.63814, 0.20717, 0.89247, 1.2176, 0.84243, 1.0539, 0.000218, 0.000218, 0.000218
|
| 94 |
+
93, 0.49795, 0.95084, 0.40017, 0.96188, 0.85658, 0.74699, 0.791, 0.59931, 0.76604, 0.67068, 0.63286, 0.20784, 0.86382, 1.2232, 0.81158, 1.0362, 0.0001982, 0.0001982, 0.0001982
|
| 95 |
+
94, 0.49306, 0.93619, 0.39896, 0.96023, 0.81917, 0.74699, 0.77876, 0.58483, 0.73516, 0.65462, 0.61663, 0.20769, 0.89958, 1.2072, 0.83734, 1.0687, 0.0001784, 0.0001784, 0.0001784
|
| 96 |
+
95, 0.48796, 0.93503, 0.38963, 0.9577, 0.83341, 0.72289, 0.75906, 0.57631, 0.75968, 0.66017, 0.6373, 0.20861, 0.9062, 1.2254, 0.85494, 1.065, 0.0001586, 0.0001586, 0.0001586
|
| 97 |
+
96, 0.48598, 0.93411, 0.37976, 0.95683, 0.81852, 0.76707, 0.78234, 0.59522, 0.73808, 0.69076, 0.64196, 0.21395, 0.89501, 1.2312, 0.85972, 1.0551, 0.0001388, 0.0001388, 0.0001388
|
| 98 |
+
97, 0.47985, 0.92403, 0.36804, 0.9562, 0.84326, 0.75624, 0.77112, 0.5911, 0.77787, 0.69076, 0.6458, 0.20731, 0.87242, 1.2343, 0.8701, 1.0464, 0.000119, 0.000119, 0.000119
|
| 99 |
+
98, 0.47173, 0.92205, 0.36349, 0.94873, 0.83517, 0.73257, 0.77677, 0.58332, 0.73433, 0.67871, 0.63628, 0.2038, 0.88076, 1.2294, 0.87104, 1.062, 9.92e-05, 9.92e-05, 9.92e-05
|
| 100 |
+
99, 0.47052, 0.9209, 0.36414, 0.94805, 0.82806, 0.75502, 0.77878, 0.58647, 0.75383, 0.68675, 0.63272, 0.20199, 0.87693, 1.2344, 0.86409, 1.0589, 7.94e-05, 7.94e-05, 7.94e-05
|
| 101 |
+
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yolov8l/results.png
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yolov8l/train_batch2.jpg
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yolov8l/train_batch37172.jpg
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yolov8l/val_batch1_labels.jpg
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yolov8l/val_batch1_pred.jpg
ADDED
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yolov8l/val_batch2_labels.jpg
ADDED
|
yolov8l/val_batch2_pred.jpg
ADDED
|
yolov8l/weights/best.pt
ADDED
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yolov8l/weights/last.pt
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version https://git-lfs.github.com/spec/v1
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size 92301043
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yolov8m/BoxF1_curve.png
ADDED
|
yolov8m/BoxPR_curve.png
ADDED
|
yolov8m/BoxP_curve.png
ADDED
|
yolov8m/BoxR_curve.png
ADDED
|
yolov8m/MaskF1_curve.png
ADDED
|
yolov8m/MaskPR_curve.png
ADDED
|
yolov8m/MaskP_curve.png
ADDED
|
yolov8m/MaskR_curve.png
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|
yolov8m/args.yaml
ADDED
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@@ -0,0 +1,105 @@
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|
| 1 |
+
task: segment
|
| 2 |
+
mode: train
|
| 3 |
+
model: yolov8m-seg.pt
|
| 4 |
+
data: crack-seg.yaml
|
| 5 |
+
epochs: 100
|
| 6 |
+
time: null
|
| 7 |
+
patience: 50
|
| 8 |
+
batch: 14
|
| 9 |
+
imgsz: 640
|
| 10 |
+
save: true
|
| 11 |
+
save_period: -1
|
| 12 |
+
cache: ram
|
| 13 |
+
device: null
|
| 14 |
+
workers: 16
|
| 15 |
+
project: crack-seg
|
| 16 |
+
name: yolov8m
|
| 17 |
+
exist_ok: true
|
| 18 |
+
pretrained: true
|
| 19 |
+
optimizer: auto
|
| 20 |
+
verbose: true
|
| 21 |
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seed: 0
|
| 22 |
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deterministic: true
|
| 23 |
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single_cls: false
|
| 24 |
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rect: false
|
| 25 |
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cos_lr: false
|
| 26 |
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close_mosaic: 10
|
| 27 |
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resume: false
|
| 28 |
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amp: true
|
| 29 |
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fraction: 1.0
|
| 30 |
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profile: false
|
| 31 |
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freeze: null
|
| 32 |
+
multi_scale: false
|
| 33 |
+
overlap_mask: true
|
| 34 |
+
mask_ratio: 4
|
| 35 |
+
dropout: 0.0
|
| 36 |
+
val: true
|
| 37 |
+
split: val
|
| 38 |
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save_json: false
|
| 39 |
+
save_hybrid: false
|
| 40 |
+
conf: null
|
| 41 |
+
iou: 0.7
|
| 42 |
+
max_det: 300
|
| 43 |
+
half: false
|
| 44 |
+
dnn: false
|
| 45 |
+
plots: true
|
| 46 |
+
source: null
|
| 47 |
+
vid_stride: 1
|
| 48 |
+
stream_buffer: false
|
| 49 |
+
visualize: false
|
| 50 |
+
augment: false
|
| 51 |
+
agnostic_nms: false
|
| 52 |
+
classes: null
|
| 53 |
+
retina_masks: false
|
| 54 |
+
embed: null
|
| 55 |
+
show: false
|
| 56 |
+
save_frames: false
|
| 57 |
+
save_txt: false
|
| 58 |
+
save_conf: false
|
| 59 |
+
save_crop: false
|
| 60 |
+
show_labels: true
|
| 61 |
+
show_conf: true
|
| 62 |
+
show_boxes: true
|
| 63 |
+
line_width: null
|
| 64 |
+
format: torchscript
|
| 65 |
+
keras: false
|
| 66 |
+
optimize: false
|
| 67 |
+
int8: false
|
| 68 |
+
dynamic: false
|
| 69 |
+
simplify: false
|
| 70 |
+
opset: null
|
| 71 |
+
workspace: 4
|
| 72 |
+
nms: false
|
| 73 |
+
lr0: 0.01
|
| 74 |
+
lrf: 0.01
|
| 75 |
+
momentum: 0.937
|
| 76 |
+
weight_decay: 0.0005
|
| 77 |
+
warmup_epochs: 3.0
|
| 78 |
+
warmup_momentum: 0.8
|
| 79 |
+
warmup_bias_lr: 0.1
|
| 80 |
+
box: 7.5
|
| 81 |
+
cls: 0.5
|
| 82 |
+
dfl: 1.5
|
| 83 |
+
pose: 12.0
|
| 84 |
+
kobj: 1.0
|
| 85 |
+
label_smoothing: 0.0
|
| 86 |
+
nbs: 64
|
| 87 |
+
hsv_h: 0.015
|
| 88 |
+
hsv_s: 0.7
|
| 89 |
+
hsv_v: 0.4
|
| 90 |
+
degrees: 0.0
|
| 91 |
+
translate: 0.1
|
| 92 |
+
scale: 0.5
|
| 93 |
+
shear: 0.0
|
| 94 |
+
perspective: 0.0
|
| 95 |
+
flipud: 0.0
|
| 96 |
+
fliplr: 0.5
|
| 97 |
+
mosaic: 1.0
|
| 98 |
+
mixup: 0.0
|
| 99 |
+
copy_paste: 0.0
|
| 100 |
+
auto_augment: randaugment
|
| 101 |
+
erasing: 0.4
|
| 102 |
+
crop_fraction: 1.0
|
| 103 |
+
cfg: null
|
| 104 |
+
tracker: botsort.yaml
|
| 105 |
+
save_dir: crack-seg/yolov8m
|
yolov8m/confusion_matrix.png
ADDED
|
yolov8m/confusion_matrix_normalized.png
ADDED
|
yolov8m/labels.jpg
ADDED
|
yolov8m/labels_correlogram.jpg
ADDED
|
yolov8m/results.csv
ADDED
|
@@ -0,0 +1,101 @@
|
|
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|
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|
|
|
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|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
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|
|
|
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|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
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|
| 1 |
+
epoch, train/box_loss, train/seg_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), metrics/precision(M), metrics/recall(M), metrics/mAP50(M), metrics/mAP50-95(M), val/box_loss, val/seg_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2
|
| 2 |
+
1, 1.457, 1.9437, 1.6404, 1.3896, 0.2034, 0.49398, 0.15097, 0.04741, 0.16602, 0.40161, 0.11011, 0.02366, 2.2062, 1.4007, 6.3801, 2.0503, 0.00066416, 0.00066416, 0.00066416
|
| 3 |
+
2, 1.4806, 1.7374, 1.4695, 1.4014, 0.22799, 0.22088, 0.08677, 0.02742, 0.29614, 0.19277, 0.09063, 0.02442, 3.003, 1.3696, 4.101, 2.5942, 0.0013177, 0.0013177, 0.0013177
|
| 4 |
+
3, 1.3996, 1.6996, 1.3876, 1.35, 0.36151, 0.57831, 0.36937, 0.16524, 0.28744, 0.4698, 0.24796, 0.06393, 1.8663, 1.3922, 2.5728, 1.6793, 0.0019579, 0.0019579, 0.0019579
|
| 5 |
+
4, 1.28, 1.6489, 1.2645, 1.2905, 0.58633, 0.59438, 0.51365, 0.26413, 0.48254, 0.4569, 0.30947, 0.08718, 1.6021, 1.3647, 2.0605, 1.4865, 0.0019406, 0.0019406, 0.0019406
|
| 6 |
+
5, 1.2075, 1.6531, 1.1881, 1.2621, 0.64937, 0.59438, 0.59898, 0.31906, 0.53167, 0.52209, 0.41432, 0.129, 1.5499, 1.2805, 1.6741, 1.4418, 0.0019406, 0.0019406, 0.0019406
|
| 7 |
+
6, 1.1671, 1.6327, 1.1409, 1.2306, 0.68882, 0.64257, 0.61809, 0.3229, 0.5812, 0.54217, 0.43391, 0.13118, 1.4962, 1.2819, 1.5463, 1.3762, 0.0019208, 0.0019208, 0.0019208
|
| 8 |
+
7, 1.1278, 1.5988, 1.0777, 1.2159, 0.66356, 0.6506, 0.62362, 0.36036, 0.56708, 0.56289, 0.45577, 0.14971, 1.5316, 1.2016, 1.4248, 1.3989, 0.001901, 0.001901, 0.001901
|
| 9 |
+
8, 1.0954, 1.5726, 1.0444, 1.1958, 0.75188, 0.61847, 0.66463, 0.40968, 0.59609, 0.5261, 0.46502, 0.13986, 1.359, 1.2666, 1.4928, 1.3426, 0.0018812, 0.0018812, 0.0018812
|
| 10 |
+
9, 1.0639, 1.5604, 1.019, 1.1913, 0.69707, 0.66265, 0.67632, 0.4046, 0.64342, 0.55823, 0.52559, 0.15978, 1.4318, 1.2047, 1.4624, 1.3847, 0.0018614, 0.0018614, 0.0018614
|
| 11 |
+
10, 1.0444, 1.5582, 0.98508, 1.1742, 0.79289, 0.66667, 0.70169, 0.47037, 0.70499, 0.60643, 0.55097, 0.16498, 1.3078, 1.2863, 1.2576, 1.2974, 0.0018416, 0.0018416, 0.0018416
|
| 12 |
+
11, 1.0419, 1.5517, 0.97874, 1.1697, 0.74279, 0.71486, 0.6971, 0.45747, 0.6645, 0.58233, 0.49873, 0.17385, 1.2737, 1.1724, 1.2742, 1.2498, 0.0018218, 0.0018218, 0.0018218
|
| 13 |
+
12, 1.028, 1.5655, 0.96748, 1.1655, 0.74322, 0.6506, 0.67141, 0.42492, 0.62182, 0.56791, 0.52112, 0.16135, 1.2396, 1.1834, 1.3872, 1.2269, 0.001802, 0.001802, 0.001802
|
| 14 |
+
13, 0.99609, 1.5332, 0.9321, 1.15, 0.77918, 0.73896, 0.74484, 0.4934, 0.7015, 0.61044, 0.57533, 0.1867, 1.1831, 1.1789, 1.1534, 1.1868, 0.0017822, 0.0017822, 0.0017822
|
| 15 |
+
14, 0.98439, 1.5142, 0.90616, 1.1458, 0.75026, 0.67068, 0.7285, 0.47579, 0.68614, 0.5619, 0.53979, 0.18403, 1.2724, 1.1793, 1.2332, 1.238, 0.0017624, 0.0017624, 0.0017624
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| 16 |
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15, 0.97335, 1.5136, 0.90438, 1.1363, 0.75983, 0.73494, 0.7329, 0.47789, 0.6454, 0.62651, 0.54603, 0.17447, 1.207, 1.1666, 1.1957, 1.2191, 0.0017426, 0.0017426, 0.0017426
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| 17 |
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|
| 18 |
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17, 0.95319, 1.4938, 0.87309, 1.1212, 0.77685, 0.68675, 0.71964, 0.49375, 0.70699, 0.61847, 0.57914, 0.17704, 1.1034, 1.1657, 1.1969, 1.1613, 0.001703, 0.001703, 0.001703
|
| 19 |
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18, 0.95796, 1.5031, 0.86948, 1.1321, 0.81935, 0.69478, 0.7546, 0.48397, 0.70568, 0.59839, 0.56422, 0.17737, 1.2104, 1.1875, 1.1335, 1.1666, 0.0016832, 0.0016832, 0.0016832
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| 20 |
+
19, 0.92885, 1.4916, 0.84817, 1.1114, 0.77009, 0.72289, 0.75787, 0.55278, 0.72028, 0.60643, 0.58881, 0.1899, 1.048, 1.1817, 1.0735, 1.1235, 0.0016634, 0.0016634, 0.0016634
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| 21 |
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20, 0.93049, 1.4804, 0.84436, 1.1237, 0.83579, 0.65863, 0.76547, 0.55598, 0.76146, 0.60241, 0.61944, 0.20017, 1.0825, 1.1857, 1.0954, 1.1275, 0.0016436, 0.0016436, 0.0016436
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| 22 |
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21, 0.92521, 1.4778, 0.83275, 1.1184, 0.81395, 0.6506, 0.75727, 0.5267, 0.71445, 0.53414, 0.54991, 0.16984, 1.1344, 1.2327, 1.1651, 1.1917, 0.0016238, 0.0016238, 0.0016238
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| 23 |
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22, 0.92173, 1.4783, 0.82877, 1.1132, 0.76464, 0.71761, 0.74905, 0.51307, 0.68435, 0.59438, 0.5796, 0.19397, 1.1405, 1.2152, 1.1221, 1.1424, 0.001604, 0.001604, 0.001604
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| 24 |
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23, 0.90403, 1.4557, 0.80556, 1.1038, 0.77709, 0.73092, 0.74192, 0.50868, 0.69722, 0.65863, 0.61255, 0.17946, 1.0648, 1.2109, 1.1183, 1.1438, 0.0015842, 0.0015842, 0.0015842
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| 25 |
+
24, 0.89652, 1.4507, 0.81086, 1.1039, 0.79716, 0.72691, 0.76093, 0.55559, 0.69212, 0.66667, 0.60902, 0.19594, 1.0149, 1.163, 1.0553, 1.1077, 0.0015644, 0.0015644, 0.0015644
|
| 26 |
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25, 0.91047, 1.4917, 0.80398, 1.1111, 0.78057, 0.75904, 0.75168, 0.5484, 0.69797, 0.67871, 0.60907, 0.1914, 1.0512, 1.1884, 1.0685, 1.1253, 0.0015446, 0.0015446, 0.0015446
|
| 27 |
+
26, 0.89461, 1.4701, 0.81538, 1.105, 0.77373, 0.67292, 0.73537, 0.51368, 0.66982, 0.57831, 0.54603, 0.17495, 1.0765, 1.2151, 1.1447, 1.1318, 0.0015248, 0.0015248, 0.0015248
|
| 28 |
+
27, 0.89326, 1.4626, 0.79144, 1.1018, 0.73227, 0.71397, 0.73835, 0.52137, 0.66525, 0.62249, 0.59841, 0.18346, 1.0511, 1.1967, 1.0787, 1.1102, 0.001505, 0.001505, 0.001505
|
| 29 |
+
28, 0.87443, 1.4541, 0.76584, 1.0897, 0.82585, 0.73896, 0.78292, 0.57304, 0.75426, 0.68675, 0.66637, 0.20452, 1.0067, 1.1399, 0.99368, 1.0835, 0.0014852, 0.0014852, 0.0014852
|
| 30 |
+
29, 0.86462, 1.4388, 0.77061, 1.0845, 0.78145, 0.71801, 0.75785, 0.55113, 0.6905, 0.66265, 0.61582, 0.19335, 1.0166, 1.2217, 1.0247, 1.1041, 0.0014654, 0.0014654, 0.0014654
|
| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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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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| 53 |
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| 54 |
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|
| 55 |
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| 56 |
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55, 0.77979, 1.3589, 0.6318, 1.0393, 0.79966, 0.71486, 0.76846, 0.58433, 0.69895, 0.64338, 0.61659, 0.20283, 0.91162, 1.1768, 0.91603, 1.022, 0.0009506, 0.0009506, 0.0009506
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| 57 |
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56, 0.76226, 1.3601, 0.61452, 1.0306, 0.85027, 0.7526, 0.79223, 0.59794, 0.76824, 0.67894, 0.66116, 0.21161, 0.87743, 1.165, 0.86274, 0.99653, 0.0009308, 0.0009308, 0.0009308
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| 58 |
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57, 0.77245, 1.3554, 0.62821, 1.0344, 0.79566, 0.751, 0.77302, 0.57024, 0.71025, 0.67068, 0.63286, 0.20291, 0.95776, 1.1689, 0.89728, 1.0665, 0.000911, 0.000911, 0.000911
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| 59 |
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58, 0.75891, 1.3505, 0.60971, 1.0226, 0.81673, 0.73092, 0.78074, 0.59614, 0.73255, 0.66265, 0.63863, 0.21565, 0.92069, 1.1638, 0.88527, 1.0409, 0.0008912, 0.0008912, 0.0008912
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| 60 |
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59, 0.75673, 1.3491, 0.61562, 1.0218, 0.8608, 0.70683, 0.78314, 0.59278, 0.78255, 0.64257, 0.6373, 0.20807, 0.88409, 1.1533, 0.88682, 1.0135, 0.0008714, 0.0008714, 0.0008714
|
| 61 |
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60, 0.7464, 1.3314, 0.59918, 1.0216, 0.86401, 0.73494, 0.80194, 0.60675, 0.80272, 0.65462, 0.65289, 0.21467, 0.87759, 1.1544, 0.87021, 1.0323, 0.0008516, 0.0008516, 0.0008516
|
| 62 |
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61, 0.75107, 1.3464, 0.60639, 1.0203, 0.81291, 0.73092, 0.79405, 0.61195, 0.76417, 0.65066, 0.65897, 0.21427, 0.85128, 1.1493, 0.88393, 1.0064, 0.0008318, 0.0008318, 0.0008318
|
| 63 |
+
62, 0.75589, 1.347, 0.59358, 1.0227, 0.83878, 0.76305, 0.80038, 0.60708, 0.77997, 0.66911, 0.65738, 0.22019, 0.90311, 1.1481, 0.84635, 1.0284, 0.000812, 0.000812, 0.000812
|
| 64 |
+
63, 0.75002, 1.3341, 0.5943, 1.0221, 0.85622, 0.7414, 0.80388, 0.6106, 0.75913, 0.65816, 0.63546, 0.21009, 0.84695, 1.1756, 0.82862, 1.0092, 0.0007922, 0.0007922, 0.0007922
|
| 65 |
+
64, 0.74633, 1.3321, 0.59878, 1.0193, 0.84406, 0.73092, 0.80127, 0.60048, 0.76373, 0.6506, 0.63259, 0.21248, 0.88121, 1.1586, 0.85854, 0.99186, 0.0007724, 0.0007724, 0.0007724
|
| 66 |
+
65, 0.74292, 1.347, 0.59144, 1.0138, 0.83127, 0.76707, 0.78768, 0.60792, 0.74216, 0.65462, 0.62494, 0.21431, 0.86945, 1.1633, 0.81893, 1.0285, 0.0007526, 0.0007526, 0.0007526
|
| 67 |
+
66, 0.73322, 1.3307, 0.57146, 1.0177, 0.82416, 0.73896, 0.7872, 0.60365, 0.72419, 0.65462, 0.61823, 0.20848, 0.86474, 1.191, 0.84377, 1.02, 0.0007328, 0.0007328, 0.0007328
|
| 68 |
+
67, 0.74786, 1.3492, 0.59063, 1.0141, 0.82931, 0.74297, 0.78431, 0.60946, 0.74987, 0.6747, 0.64862, 0.22305, 0.86409, 1.1548, 0.85154, 0.99584, 0.000713, 0.000713, 0.000713
|
| 69 |
+
68, 0.71655, 1.3181, 0.56073, 1.0119, 0.83612, 0.75812, 0.78048, 0.6122, 0.76004, 0.69076, 0.64421, 0.20711, 0.84373, 1.1748, 0.82352, 1.017, 0.0006932, 0.0006932, 0.0006932
|
| 70 |
+
69, 0.72914, 1.3336, 0.56751, 1.0045, 0.79331, 0.75502, 0.77893, 0.60383, 0.74301, 0.6747, 0.63731, 0.20354, 0.87251, 1.1877, 0.86526, 1.0177, 0.0006734, 0.0006734, 0.0006734
|
| 71 |
+
70, 0.70798, 1.3281, 0.55987, 1.0036, 0.80849, 0.73092, 0.76301, 0.59547, 0.6964, 0.71888, 0.62913, 0.19965, 0.87413, 1.1945, 0.84505, 1.0223, 0.0006536, 0.0006536, 0.0006536
|
| 72 |
+
71, 0.7145, 1.3235, 0.5482, 0.9995, 0.80273, 0.7751, 0.77079, 0.59849, 0.72786, 0.70281, 0.64425, 0.20558, 0.88824, 1.1726, 0.8552, 1.0139, 0.0006338, 0.0006338, 0.0006338
|
| 73 |
+
72, 0.72361, 1.3374, 0.54797, 1.0059, 0.80582, 0.7833, 0.80012, 0.62644, 0.75831, 0.70281, 0.6669, 0.22105, 0.85254, 1.1756, 0.83206, 0.99494, 0.000614, 0.000614, 0.000614
|
| 74 |
+
73, 0.70272, 1.3198, 0.53761, 0.99773, 0.83622, 0.73817, 0.77116, 0.5974, 0.76327, 0.6747, 0.65009, 0.21295, 0.85562, 1.1703, 0.83687, 1.0011, 0.0005942, 0.0005942, 0.0005942
|
| 75 |
+
74, 0.69334, 1.3037, 0.53865, 0.99404, 0.79699, 0.79116, 0.78464, 0.59869, 0.79389, 0.68062, 0.67081, 0.20817, 0.86645, 1.1841, 0.82652, 1.0038, 0.0005744, 0.0005744, 0.0005744
|
| 76 |
+
75, 0.7024, 1.3025, 0.53682, 0.99612, 0.81614, 0.76655, 0.78463, 0.60281, 0.7498, 0.66196, 0.63384, 0.21229, 0.85164, 1.1704, 0.83782, 1.0096, 0.0005546, 0.0005546, 0.0005546
|
| 77 |
+
76, 0.70319, 1.315, 0.53727, 0.99288, 0.81283, 0.78485, 0.7864, 0.60327, 0.74124, 0.69076, 0.63941, 0.20292, 0.87912, 1.1981, 0.84733, 1.029, 0.0005348, 0.0005348, 0.0005348
|
| 78 |
+
77, 0.69762, 1.3012, 0.53533, 0.99717, 0.82085, 0.73494, 0.78206, 0.61984, 0.75417, 0.6747, 0.66192, 0.21173, 0.85243, 1.1765, 0.85059, 1.0002, 0.000515, 0.000515, 0.000515
|
| 79 |
+
78, 0.67557, 1.2673, 0.51584, 0.9908, 0.80986, 0.76305, 0.76993, 0.59459, 0.73897, 0.64805, 0.61473, 0.21213, 0.86768, 1.2012, 0.83863, 1.0193, 0.0004952, 0.0004952, 0.0004952
|
| 80 |
+
79, 0.68035, 1.301, 0.50853, 0.98447, 0.86191, 0.73896, 0.79386, 0.61263, 0.78922, 0.67068, 0.66836, 0.21127, 0.86658, 1.1743, 0.80673, 1.0169, 0.0004754, 0.0004754, 0.0004754
|
| 81 |
+
80, 0.6863, 1.2916, 0.51902, 0.98874, 0.84891, 0.72289, 0.77327, 0.59831, 0.76437, 0.64659, 0.64586, 0.21945, 0.83833, 1.1646, 0.84933, 0.99719, 0.0004556, 0.0004556, 0.0004556
|
| 82 |
+
81, 0.68277, 1.2954, 0.51253, 0.98747, 0.85925, 0.71102, 0.78463, 0.61975, 0.76241, 0.6315, 0.62099, 0.21401, 0.8304, 1.1848, 0.83704, 1.0025, 0.0004358, 0.0004358, 0.0004358
|
| 83 |
+
82, 0.68406, 1.3121, 0.5114, 0.98042, 0.82668, 0.74707, 0.78079, 0.60243, 0.74476, 0.65863, 0.63096, 0.2125, 0.85385, 1.1759, 0.83622, 1.0196, 0.000416, 0.000416, 0.000416
|
| 84 |
+
83, 0.67485, 1.2711, 0.49088, 0.98648, 0.85411, 0.72691, 0.77342, 0.58739, 0.78452, 0.66265, 0.6564, 0.20832, 0.85397, 1.1871, 0.83434, 1.0178, 0.0003962, 0.0003962, 0.0003962
|
| 85 |
+
84, 0.67004, 1.2856, 0.49814, 0.97957, 0.86824, 0.74103, 0.77759, 0.60059, 0.72548, 0.72289, 0.66058, 0.21529, 0.88147, 1.1632, 0.80376, 1.0454, 0.0003764, 0.0003764, 0.0003764
|
| 86 |
+
85, 0.66181, 1.2706, 0.4894, 0.97571, 0.83106, 0.75071, 0.78645, 0.61075, 0.75084, 0.67773, 0.66239, 0.21077, 0.86139, 1.1746, 0.81608, 1.0187, 0.0003566, 0.0003566, 0.0003566
|
| 87 |
+
86, 0.66546, 1.2844, 0.49307, 0.98067, 0.78734, 0.78807, 0.77057, 0.60672, 0.75905, 0.70281, 0.66783, 0.218, 0.84123, 1.1874, 0.83093, 0.997, 0.0003368, 0.0003368, 0.0003368
|
| 88 |
+
87, 0.67106, 1.2777, 0.48743, 0.98287, 0.82654, 0.74699, 0.76612, 0.59991, 0.70148, 0.67949, 0.62499, 0.21089, 0.86157, 1.185, 0.85975, 1.0088, 0.000317, 0.000317, 0.000317
|
| 89 |
+
88, 0.67191, 1.2806, 0.47683, 0.98171, 0.82796, 0.73445, 0.75463, 0.57675, 0.75561, 0.66265, 0.62191, 0.20418, 0.86972, 1.1885, 0.86725, 1.0237, 0.0002972, 0.0002972, 0.0002972
|
| 90 |
+
89, 0.66259, 1.2669, 0.47487, 0.97813, 0.80341, 0.75499, 0.76472, 0.59452, 0.76482, 0.66667, 0.63957, 0.20774, 0.84186, 1.1789, 0.8256, 1.0132, 0.0002774, 0.0002774, 0.0002774
|
| 91 |
+
90, 0.66175, 1.2695, 0.46532, 0.97652, 0.83246, 0.73494, 0.74942, 0.57759, 0.73842, 0.65462, 0.61274, 0.19855, 0.86536, 1.1768, 0.84229, 1.0239, 0.0002576, 0.0002576, 0.0002576
|
| 92 |
+
91, 0.52284, 0.94786, 0.43197, 0.97102, 0.85343, 0.71888, 0.76971, 0.60195, 0.7429, 0.6747, 0.63422, 0.20264, 0.82562, 1.1867, 0.81977, 1.0031, 0.0002378, 0.0002378, 0.0002378
|
| 93 |
+
92, 0.51353, 0.93181, 0.41093, 0.96753, 0.815, 0.76077, 0.76768, 0.59661, 0.73842, 0.68023, 0.63002, 0.21225, 0.82659, 1.1929, 0.81582, 0.99929, 0.000218, 0.000218, 0.000218
|
| 94 |
+
93, 0.50864, 0.92738, 0.40537, 0.96706, 0.84158, 0.75502, 0.75363, 0.5878, 0.76234, 0.68277, 0.64214, 0.20303, 0.84385, 1.1905, 0.83186, 1.01, 0.0001982, 0.0001982, 0.0001982
|
| 95 |
+
94, 0.50475, 0.91999, 0.39476, 0.95856, 0.84953, 0.72691, 0.74366, 0.56856, 0.77663, 0.67871, 0.65364, 0.207, 0.84566, 1.2111, 0.84458, 1.0139, 0.0001784, 0.0001784, 0.0001784
|
| 96 |
+
95, 0.48832, 0.91791, 0.38602, 0.95083, 0.83469, 0.73896, 0.7485, 0.59051, 0.75362, 0.66667, 0.6394, 0.20791, 0.83353, 1.2099, 0.82002, 1.0087, 0.0001586, 0.0001586, 0.0001586
|
| 97 |
+
96, 0.49146, 0.91526, 0.38063, 0.95317, 0.84132, 0.72289, 0.75756, 0.58403, 0.76293, 0.64659, 0.63272, 0.2081, 0.83592, 1.2073, 0.82502, 1.027, 0.0001388, 0.0001388, 0.0001388
|
| 98 |
+
97, 0.48252, 0.90671, 0.36997, 0.95102, 0.84349, 0.74297, 0.7693, 0.59476, 0.75552, 0.6702, 0.64644, 0.20542, 0.8315, 1.2121, 0.8219, 1.0111, 0.000119, 0.000119, 0.000119
|
| 99 |
+
98, 0.47364, 0.90523, 0.36276, 0.94951, 0.83339, 0.71888, 0.7567, 0.58394, 0.75488, 0.64314, 0.63349, 0.20182, 0.83025, 1.2151, 0.84659, 1.0154, 9.92e-05, 9.92e-05, 9.92e-05
|
| 100 |
+
99, 0.47061, 0.9005, 0.36368, 0.94353, 0.83182, 0.71507, 0.75204, 0.58637, 0.75422, 0.63454, 0.61978, 0.19859, 0.83952, 1.2158, 0.82041, 1.0226, 7.94e-05, 7.94e-05, 7.94e-05
|
| 101 |
+
100, 0.46785, 0.90321, 0.35757, 0.94214, 0.84464, 0.71888, 0.76214, 0.58825, 0.7684, 0.6529, 0.65452, 0.20609, 0.84411, 1.2199, 0.83698, 1.0358, 5.96e-05, 5.96e-05, 5.96e-05
|
yolov8m/results.png
ADDED
|
yolov8m/train_batch0.jpg
ADDED
|
yolov8m/train_batch1.jpg
ADDED
|
yolov8m/train_batch2.jpg
ADDED
|
yolov8m/train_batch23940.jpg
ADDED
|
yolov8m/train_batch23941.jpg
ADDED
|
yolov8m/train_batch23942.jpg
ADDED
|