Commit
·
34f7b46
1
Parent(s):
069ca30
Initial commit of YOLOv8 model
Browse files- .gitattributes +21 -0
- best_yolov8.pt +1 -1
- runs/train/exp/F1_curve.png +3 -0
- runs/train/exp/PR_curve.png +3 -0
- runs/train/exp/P_curve.png +3 -0
- runs/train/exp/R_curve.png +3 -0
- runs/train/exp/args.yaml +106 -0
- runs/train/exp/confusion_matrix.png +3 -0
- runs/train/exp/confusion_matrix_normalized.png +3 -0
- runs/train/exp/events.out.tfevents.1720606101.651cf9639a60.301.0 +3 -0
- runs/train/exp/labels.jpg +3 -0
- runs/train/exp/labels_correlogram.jpg +3 -0
- runs/train/exp/results.csv +51 -0
- runs/train/exp/results.png +3 -0
- runs/train/exp/train_batch0.jpg +3 -0
- runs/train/exp/train_batch1.jpg +3 -0
- runs/train/exp/train_batch2.jpg +3 -0
- runs/train/exp/train_batch6320.jpg +3 -0
- runs/train/exp/train_batch6321.jpg +3 -0
- runs/train/exp/train_batch6322.jpg +3 -0
- runs/train/exp/val_batch0_labels.jpg +3 -0
- runs/train/exp/val_batch0_pred.jpg +3 -0
- runs/train/exp/val_batch1_labels.jpg +3 -0
- runs/train/exp/val_batch1_pred.jpg +3 -0
- runs/train/exp/val_batch2_labels.jpg +3 -0
- runs/train/exp/val_batch2_pred.jpg +3 -0
- runs/train/exp/weights/best.pt +3 -0
- runs/train/exp/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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runs/train/exp/F1_curve.png filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/PR_curve.png filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/P_curve.png filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/R_curve.png filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/confusion_matrix_normalized.png filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/results.png filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/train_batch6320.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/train_batch6321.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/train_batch6322.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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runs/train/exp/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
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best_yolov8.pt
CHANGED
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version https://git-lfs.github.com/spec/v1
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size 12937232
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version https://git-lfs.github.com/spec/v1
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size 12937232
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runs/train/exp/F1_curve.png
ADDED
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Git LFS Details
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runs/train/exp/PR_curve.png
ADDED
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Git LFS Details
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runs/train/exp/P_curve.png
ADDED
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Git LFS Details
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runs/train/exp/R_curve.png
ADDED
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Git LFS Details
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runs/train/exp/args.yaml
ADDED
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| 1 |
+
task: detect
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| 2 |
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mode: train
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| 3 |
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model: yolov8n.pt
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| 4 |
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data: /content/grasp-6-7/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: 16
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imgsz: 640
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save: true
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save_period: -1
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cache: false
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| 13 |
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device: null
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workers: 8
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| 15 |
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project: runs/train
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| 16 |
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name: exp
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| 17 |
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exist_ok: true
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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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amp: true
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fraction: 1.0
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profile: false
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freeze: null
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multi_scale: false
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| 33 |
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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 |
+
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: false
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| 70 |
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opset: null
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| 71 |
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workspace: 4
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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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label_smoothing: 0.0
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| 86 |
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nbs: 64
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| 87 |
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hsv_h: 0.015
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| 88 |
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hsv_s: 0.7
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| 89 |
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hsv_v: 0.4
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| 90 |
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degrees: 0.0
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| 91 |
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translate: 0.1
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| 92 |
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scale: 0.5
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| 93 |
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shear: 0.0
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| 94 |
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perspective: 0.0
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| 95 |
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flipud: 0.0
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| 96 |
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fliplr: 0.5
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| 97 |
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bgr: 0.0
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| 98 |
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mosaic: 1.0
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| 99 |
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mixup: 0.0
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| 100 |
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copy_paste: 0.0
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| 101 |
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auto_augment: randaugment
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erasing: 0.4
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crop_fraction: 1.0
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| 104 |
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cfg: null
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| 105 |
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tracker: botsort.yaml
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| 106 |
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save_dir: runs/train/exp
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runs/train/exp/confusion_matrix.png
ADDED
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Git LFS Details
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runs/train/exp/confusion_matrix_normalized.png
ADDED
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Git LFS Details
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runs/train/exp/events.out.tfevents.1720606101.651cf9639a60.301.0
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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+
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| 3 |
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size 218968
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runs/train/exp/labels.jpg
ADDED
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Git LFS Details
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runs/train/exp/labels_correlogram.jpg
ADDED
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Git LFS Details
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runs/train/exp/results.csv
ADDED
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@@ -0,0 +1,51 @@
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| 1 |
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epoch, 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 |
+
1, 1.0009, 3.2044, 1.2124, 0.4156, 0.49134, 0.44854, 0.37898, 0.73767, 2.4497, 1.1051, 0.00014408, 0.00014408, 0.00014408
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2, 0.98189, 1.9369, 1.2102, 0.61774, 0.56626, 0.63497, 0.53105, 0.79958, 2.0577, 1.1654, 0.00028336, 0.00028336, 0.00028336
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3, 0.94047, 1.5907, 1.1856, 0.74449, 0.65561, 0.74662, 0.62014, 0.86401, 1.7586, 1.2338, 0.00041689, 0.00041689, 0.00041689
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| 5 |
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| 6 |
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| 7 |
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6, 0.85684, 1.1827, 1.1213, 0.79219, 0.82293, 0.85859, 0.7188, 0.81145, 1.5059, 1.1983, 0.00039193, 0.00039193, 0.00039193
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| 8 |
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| 9 |
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| 12 |
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| 13 |
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| 14 |
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13, 0.77633, 0.87121, 1.0767, 0.8845, 0.82057, 0.89208, 0.75091, 0.75228, 1.4109, 1.1553, 0.00033164, 0.00033164, 0.00033164
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| 17 |
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16, 0.74809, 0.78663, 1.0568, 0.85537, 0.83618, 0.89929, 0.76981, 0.72722, 1.2597, 1.1306, 0.0003058, 0.0003058, 0.0003058
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| 18 |
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17, 0.75301, 0.78734, 1.0643, 0.88196, 0.84743, 0.90453, 0.77025, 0.6903, 1.1616, 1.1146, 0.00029719, 0.00029719, 0.00029719
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| 19 |
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| 20 |
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19, 0.73319, 0.744, 1.05, 0.88312, 0.87676, 0.92831, 0.80189, 0.6877, 1.4112, 1.0974, 0.00027997, 0.00027997, 0.00027997
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| 21 |
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| 22 |
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| 23 |
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22, 0.71418, 0.69172, 1.0406, 0.84764, 0.91797, 0.92642, 0.80519, 0.70752, 0.95799, 1.1187, 0.00025413, 0.00025413, 0.00025413
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| 24 |
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23, 0.70483, 0.68241, 1.0369, 0.89, 0.85744, 0.91801, 0.78126, 0.6932, 1.0443, 1.1064, 0.00024551, 0.00024551, 0.00024551
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| 25 |
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24, 0.7038, 0.676, 1.0351, 0.85579, 0.86364, 0.9192, 0.78993, 0.68973, 1.2158, 1.1039, 0.0002369, 0.0002369, 0.0002369
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| 26 |
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25, 0.69353, 0.6683, 1.0326, 0.86139, 0.87412, 0.92366, 0.80316, 0.70815, 1.0452, 1.1198, 0.00022829, 0.00022829, 0.00022829
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26, 0.68164, 0.64154, 1.0199, 0.90366, 0.80485, 0.91044, 0.79348, 0.68546, 1.1975, 1.1031, 0.00021968, 0.00021968, 0.00021968
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| 28 |
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27, 0.67997, 0.64102, 1.0256, 0.89333, 0.80331, 0.90861, 0.78502, 0.68626, 1.1699, 1.1158, 0.00021106, 0.00021106, 0.00021106
|
| 29 |
+
28, 0.67299, 0.61866, 1.0177, 0.83648, 0.86189, 0.90052, 0.78599, 0.71172, 1.3556, 1.1143, 0.00020245, 0.00020245, 0.00020245
|
| 30 |
+
29, 0.67496, 0.63593, 1.0187, 0.89954, 0.84756, 0.91629, 0.7982, 0.68442, 1.0799, 1.1116, 0.00019384, 0.00019384, 0.00019384
|
| 31 |
+
30, 0.6721, 0.61613, 1.0146, 0.85669, 0.85604, 0.91953, 0.79923, 0.66641, 1.2801, 1.0961, 0.00018522, 0.00018522, 0.00018522
|
| 32 |
+
31, 0.66329, 0.60588, 1.0168, 0.8342, 0.87392, 0.92644, 0.8022, 0.69765, 1.2067, 1.1166, 0.00017661, 0.00017661, 0.00017661
|
| 33 |
+
32, 0.66234, 0.60307, 1.0127, 0.88474, 0.84221, 0.91464, 0.79197, 0.68749, 1.1626, 1.1084, 0.000168, 0.000168, 0.000168
|
| 34 |
+
33, 0.65745, 0.58826, 1.0115, 0.88229, 0.88513, 0.90697, 0.8015, 0.66518, 0.99971, 1.0921, 0.00015938, 0.00015938, 0.00015938
|
| 35 |
+
34, 0.64995, 0.58054, 1.0067, 0.8885, 0.86718, 0.92047, 0.81438, 0.64462, 1.197, 1.0698, 0.00015077, 0.00015077, 0.00015077
|
| 36 |
+
35, 0.65231, 0.58701, 1.0121, 0.88234, 0.86023, 0.91887, 0.80852, 0.65427, 1.2714, 1.075, 0.00014216, 0.00014216, 0.00014216
|
| 37 |
+
36, 0.64483, 0.5686, 1.0037, 0.89231, 0.86832, 0.93018, 0.82443, 0.65674, 1.0694, 1.0771, 0.00013355, 0.00013355, 0.00013355
|
| 38 |
+
37, 0.64544, 0.56658, 1.0046, 0.8774, 0.8704, 0.9304, 0.80989, 0.66005, 1.0445, 1.0856, 0.00012493, 0.00012493, 0.00012493
|
| 39 |
+
38, 0.63874, 0.55667, 0.99877, 0.8586, 0.87594, 0.9184, 0.80513, 0.64486, 1.0888, 1.0662, 0.00011632, 0.00011632, 0.00011632
|
| 40 |
+
39, 0.63108, 0.54736, 0.99769, 0.89747, 0.88045, 0.93585, 0.82607, 0.63922, 1.0541, 1.0661, 0.00010771, 0.00010771, 0.00010771
|
| 41 |
+
40, 0.63057, 0.54559, 0.99626, 0.87513, 0.87455, 0.92824, 0.82002, 0.66476, 1.0754, 1.0878, 9.9093e-05, 9.9093e-05, 9.9093e-05
|
| 42 |
+
41, 0.51464, 0.43329, 0.92967, 0.89769, 0.8779, 0.93593, 0.8297, 0.64741, 1.032, 1.0789, 9.048e-05, 9.048e-05, 9.048e-05
|
| 43 |
+
42, 0.511, 0.41412, 0.9277, 0.89026, 0.87576, 0.92768, 0.82145, 0.65088, 1.0386, 1.0789, 8.1867e-05, 8.1867e-05, 8.1867e-05
|
| 44 |
+
43, 0.50378, 0.40697, 0.92409, 0.86654, 0.8824, 0.93004, 0.82099, 0.65606, 1.1439, 1.0781, 7.3254e-05, 7.3254e-05, 7.3254e-05
|
| 45 |
+
44, 0.49694, 0.39533, 0.9224, 0.8848, 0.86797, 0.93184, 0.81959, 0.64629, 1.1298, 1.0687, 6.4641e-05, 6.4641e-05, 6.4641e-05
|
| 46 |
+
45, 0.49089, 0.39181, 0.91722, 0.8352, 0.8888, 0.91226, 0.8107, 0.64474, 1.1366, 1.0688, 5.6028e-05, 5.6028e-05, 5.6028e-05
|
| 47 |
+
46, 0.48964, 0.3828, 0.91742, 0.9151, 0.86108, 0.93031, 0.82566, 0.64602, 1.0646, 1.0728, 4.7415e-05, 4.7415e-05, 4.7415e-05
|
| 48 |
+
47, 0.47852, 0.37656, 0.91063, 0.89802, 0.87381, 0.92955, 0.8271, 0.64388, 1.1097, 1.0677, 3.8802e-05, 3.8802e-05, 3.8802e-05
|
| 49 |
+
48, 0.47645, 0.37047, 0.90761, 0.89141, 0.87713, 0.9303, 0.82576, 0.64127, 1.1082, 1.0657, 3.0189e-05, 3.0189e-05, 3.0189e-05
|
| 50 |
+
49, 0.47322, 0.36928, 0.90783, 0.88465, 0.88191, 0.93212, 0.82866, 0.64015, 1.0961, 1.0681, 2.1576e-05, 2.1576e-05, 2.1576e-05
|
| 51 |
+
50, 0.4715, 0.365, 0.90968, 0.88478, 0.88439, 0.93187, 0.82806, 0.63885, 1.1235, 1.0663, 1.2963e-05, 1.2963e-05, 1.2963e-05
|
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