Add model files
Browse files- .gitattributes +21 -0
- F1_curve.png +3 -0
- PR_curve.png +3 -0
- P_curve.png +3 -0
- R_curve.png +3 -0
- args.yaml +106 -0
- confusion_matrix.png +3 -0
- confusion_matrix_normalized.png +3 -0
- events.out.tfevents.1743773459.BD-ILAB-100.13308.0 +3 -0
- labels.jpg +3 -0
- labels_correlogram.jpg +3 -0
- results.csv +51 -0
- results.png +3 -0
- train_batch0.jpg +3 -0
- train_batch1.jpg +3 -0
- train_batch10520.jpg +3 -0
- train_batch10521.jpg +3 -0
- train_batch10522.jpg +3 -0
- train_batch2.jpg +3 -0
- val_batch0_labels.jpg +3 -0
- val_batch0_pred.jpg +3 -0
- val_batch1_labels.jpg +3 -0
- val_batch1_pred.jpg +3 -0
- val_batch2_labels.jpg +3 -0
- val_batch2_pred.jpg +3 -0
- weights/best.pt +3 -0
- weights/last.pt +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,24 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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confusion_matrix_normalized.png filter=lfs diff=lfs merge=lfs -text
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confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
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F1_curve.png filter=lfs diff=lfs merge=lfs -text
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labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text
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labels.jpg filter=lfs diff=lfs merge=lfs -text
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P_curve.png filter=lfs diff=lfs merge=lfs -text
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PR_curve.png filter=lfs diff=lfs merge=lfs -text
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R_curve.png filter=lfs diff=lfs merge=lfs -text
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results.png filter=lfs diff=lfs merge=lfs -text
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train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
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train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
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train_batch10520.jpg filter=lfs diff=lfs merge=lfs -text
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train_batch10521.jpg filter=lfs diff=lfs merge=lfs -text
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train_batch10522.jpg filter=lfs diff=lfs merge=lfs -text
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train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
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val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
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val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
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val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
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val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
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F1_curve.png
ADDED
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Git LFS Details
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PR_curve.png
ADDED
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Git LFS Details
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P_curve.png
ADDED
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Git LFS Details
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R_curve.png
ADDED
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Git LFS Details
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args.yaml
ADDED
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| 1 |
+
task: detect
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| 2 |
+
mode: train
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| 3 |
+
model: yolov8n.pt
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| 4 |
+
data: archive/data.yaml
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| 5 |
+
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: 16
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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: 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: 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 |
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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 |
+
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 |
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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 |
+
opset: null
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| 71 |
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workspace: null
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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 |
+
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 |
+
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 |
+
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: 0.0
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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 |
+
copy_paste: 0.0
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| 100 |
+
copy_paste_mode: flip
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| 101 |
+
auto_augment: randaugment
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| 102 |
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erasing: 0.4
|
| 103 |
+
crop_fraction: 1.0
|
| 104 |
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cfg: null
|
| 105 |
+
tracker: botsort.yaml
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| 106 |
+
save_dir: runs\detect\train
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confusion_matrix.png
ADDED
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Git LFS Details
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confusion_matrix_normalized.png
ADDED
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Git LFS Details
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events.out.tfevents.1743773459.BD-ILAB-100.13308.0
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:2df9c5fd3df5a2ac296d8194149cbfea1b9a8765b99f56dec94ef23cf1b5f2e9
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| 3 |
+
size 218934
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labels.jpg
ADDED
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Git LFS Details
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labels_correlogram.jpg
ADDED
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Git LFS Details
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results.csv
ADDED
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@@ -0,0 +1,51 @@
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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
|
| 2 |
+
1,1132.78,1.36983,4.05408,1.25225,0.18801,0.14377,0.05808,0.03861,1.26432,3.92729,1.19422,0.00015109,0.00015109,0.00015109
|
| 3 |
+
2,2246.31,1.35979,3.32117,1.24342,0.22782,0.203,0.08358,0.0555,1.30567,3.90173,1.24236,0.000296762,0.000296762,0.000296762
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| 4 |
+
3,3366.49,1.37347,3.13284,1.23783,0.19599,0.18275,0.07984,0.04985,1.34065,3.70225,1.22444,0.000436428,0.000436428,0.000436428
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| 5 |
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4,4470.29,1.35288,2.92477,1.2301,0.23127,0.18933,0.11053,0.0757,1.28482,3.15821,1.19403,0.000427973,0.000427973,0.000427973
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| 6 |
+
5,5582.6,1.34069,2.76554,1.22428,0.22184,0.22475,0.12039,0.08101,1.30204,3.07504,1.20468,0.000418964,0.000418964,0.000418964
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| 7 |
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6,6700.78,1.3102,2.59568,1.20595,0.26164,0.22008,0.14106,0.09894,1.22986,2.9162,1.1784,0.000409955,0.000409955,0.000409955
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| 8 |
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7,7798.98,1.30236,2.4807,1.1995,0.27463,0.21192,0.14289,0.10043,1.25124,2.71362,1.18158,0.000400946,0.000400946,0.000400946
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| 9 |
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| 11 |
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| 12 |
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| 13 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 30 |
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| 31 |
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| 32 |
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|
| 34 |
+
33,37171.1,1.02928,1.14071,1.04287,0.47837,0.33238,0.32388,0.24412,1.12032,2.1156,1.10761,0.000166712,0.000166712,0.000166712
|
| 35 |
+
34,38254.7,1.01355,1.09604,1.03884,0.47472,0.31271,0.32039,0.24307,1.11414,2.13559,1.10823,0.000157703,0.000157703,0.000157703
|
| 36 |
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35,39386.4,1.02946,1.10841,1.0442,0.48225,0.31935,0.32766,0.24676,1.12615,2.10556,1.10514,0.000148694,0.000148694,0.000148694
|
| 37 |
+
36,40457.5,1.00189,1.06343,1.03088,0.49781,0.31528,0.3224,0.24051,1.12528,2.10245,1.10349,0.000139685,0.000139685,0.000139685
|
| 38 |
+
37,41524.7,1.00324,1.05843,1.02719,0.53456,0.30894,0.32605,0.24465,1.12271,2.10614,1.10809,0.000130676,0.000130676,0.000130676
|
| 39 |
+
38,42602.6,0.99729,1.0257,1.02845,0.52093,0.32517,0.33379,0.2514,1.12426,2.1055,1.10665,0.000121667,0.000121667,0.000121667
|
| 40 |
+
39,43670.6,0.98814,1.01967,1.02086,0.50173,0.32434,0.33582,0.25325,1.1209,2.07848,1.10077,0.000112658,0.000112658,0.000112658
|
| 41 |
+
40,44738.6,0.98192,1.00022,1.02367,0.51694,0.31997,0.33721,0.25091,1.12606,2.09066,1.10336,0.000103649,0.000103649,0.000103649
|
| 42 |
+
41,45801.5,0.94204,0.92745,0.98311,0.5347,0.31827,0.3356,0.25133,1.12119,2.12007,1.11009,9.464e-05,9.464e-05,9.464e-05
|
| 43 |
+
42,46870.7,0.91868,0.86093,0.97277,0.47605,0.34443,0.33589,0.25294,1.11516,2.10977,1.095,8.5631e-05,8.5631e-05,8.5631e-05
|
| 44 |
+
43,47931.4,0.90886,0.83944,0.97166,0.50602,0.33557,0.34286,0.2596,1.11198,2.06794,1.09641,7.6622e-05,7.6622e-05,7.6622e-05
|
| 45 |
+
44,48991.1,0.89786,0.81712,0.96519,0.53196,0.33213,0.34696,0.26283,1.11505,2.09093,1.10268,6.7613e-05,6.7613e-05,6.7613e-05
|
| 46 |
+
45,50088.6,0.89363,0.80079,0.95951,0.54179,0.33086,0.34745,0.26356,1.11063,2.07648,1.09844,5.8604e-05,5.8604e-05,5.8604e-05
|
| 47 |
+
46,51151.3,0.89325,0.78384,0.95818,0.57805,0.33256,0.35298,0.2691,1.10846,2.0737,1.09786,4.9595e-05,4.9595e-05,4.9595e-05
|
| 48 |
+
47,52215.9,0.88244,0.76912,0.9558,0.58708,0.32883,0.35466,0.2697,1.1007,2.07574,1.09207,4.0586e-05,4.0586e-05,4.0586e-05
|
| 49 |
+
48,53285.9,0.88055,0.76736,0.94991,0.6259,0.31316,0.35422,0.26796,1.1045,2.08002,1.09409,3.1577e-05,3.1577e-05,3.1577e-05
|
| 50 |
+
49,54390.7,0.86702,0.7511,0.94941,0.59152,0.32076,0.3532,0.26706,1.1051,2.08026,1.09174,2.2568e-05,2.2568e-05,2.2568e-05
|
| 51 |
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50,55458.4,0.87135,0.74557,0.94815,0.59777,0.32356,0.3551,0.26901,1.10042,2.07546,1.09134,1.3559e-05,1.3559e-05,1.3559e-05
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results.png
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Git LFS Details
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train_batch0.jpg
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Git LFS Details
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train_batch1.jpg
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Git LFS Details
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Git LFS Details
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train_batch10521.jpg
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Git LFS Details
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Git LFS Details
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Git LFS Details
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Git LFS Details
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val_batch0_pred.jpg
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Git LFS Details
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val_batch1_labels.jpg
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Git LFS Details
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val_batch1_pred.jpg
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Git LFS Details
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val_batch2_labels.jpg
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Git LFS Details
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val_batch2_pred.jpg
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Git LFS Details
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