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Browse files- .gitattributes +18 -0
- results/F1_curve.png +3 -0
- results/PR_curve.png +3 -0
- results/P_curve.png +3 -0
- results/R_curve.png +3 -0
- results/args.yaml +105 -0
- results/confusion_matrix.png +3 -0
- results/confusion_matrix_normalized.png +3 -0
- results/labels.jpg +3 -0
- results/labels_correlogram.jpg +3 -0
- results/results.csv +11 -0
- results/results.png +3 -0
- results/train_batch0.jpg +3 -0
- results/train_batch1.jpg +3 -0
- results/train_batch2.jpg +3 -0
- results/val_batch0_labels.jpg +3 -0
- results/val_batch0_pred.jpg +3 -0
- results/val_batch1_labels.jpg +3 -0
- results/val_batch1_pred.jpg +3 -0
- results/val_batch2_labels.jpg +3 -0
- results/val_batch2_pred.jpg +3 -0
- results/weights/best.pt +3 -0
- results/weights/last.pt +3 -0
.gitattributes
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@@ -33,3 +33,21 @@ 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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results/F1_curve.png filter=lfs diff=lfs merge=lfs -text
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results/PR_curve.png filter=lfs diff=lfs merge=lfs -text
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results/P_curve.png filter=lfs diff=lfs merge=lfs -text
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results/R_curve.png filter=lfs diff=lfs merge=lfs -text
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results/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
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results/confusion_matrix_normalized.png filter=lfs diff=lfs merge=lfs -text
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results/labels.jpg filter=lfs diff=lfs merge=lfs -text
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results/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text
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results/results.png filter=lfs diff=lfs merge=lfs -text
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results/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
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results/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
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results/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
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results/val_batch0_labels.jpg filter=lfs diff=lfs merge=lfs -text
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results/val_batch0_pred.jpg filter=lfs diff=lfs merge=lfs -text
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results/val_batch1_labels.jpg filter=lfs diff=lfs merge=lfs -text
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results/val_batch1_pred.jpg filter=lfs diff=lfs merge=lfs -text
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results/val_batch2_labels.jpg filter=lfs diff=lfs merge=lfs -text
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results/val_batch2_pred.jpg filter=lfs diff=lfs merge=lfs -text
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results/F1_curve.png
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Git LFS Details
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results/PR_curve.png
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Git LFS Details
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results/P_curve.png
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Git LFS Details
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results/R_curve.png
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Git LFS Details
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results/args.yaml
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task: detect
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mode: train
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model: ./yolo12n.pt
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data: /content/data.yaml
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epochs: 10
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time: null
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patience: 100
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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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device: null
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workers: 8
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project: null
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name: train
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exist_ok: false
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pretrained: true
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optimizer: auto
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verbose: true
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seed: 0
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deterministic: true
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single_cls: false
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rect: false
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cos_lr: false
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close_mosaic: 10
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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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overlap_mask: true
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mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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save_json: false
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conf: null
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iou: 0.7
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max_det: 300
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half: false
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dnn: false
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plots: true
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source: null
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vid_stride: 1
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stream_buffer: false
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visualize: false
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augment: false
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agnostic_nms: false
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classes: null
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retina_masks: false
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embed: null
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show: false
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save_frames: false
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save_txt: false
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save_conf: false
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save_crop: false
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show_labels: true
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show_conf: true
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show_boxes: true
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line_width: null
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format: torchscript
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keras: false
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optimize: false
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int8: false
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dynamic: false
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simplify: true
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opset: null
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workspace: null
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nms: false
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lr0: 0.01
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lrf: 0.01
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momentum: 0.937
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weight_decay: 0.0005
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warmup_epochs: 3.0
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warmup_momentum: 0.8
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warmup_bias_lr: 0.1
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box: 7.5
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cls: 0.5
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dfl: 1.5
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pose: 12.0
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kobj: 1.0
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nbs: 64
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hsv_h: 0.015
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hsv_s: 0.7
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hsv_v: 0.4
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degrees: 0.0
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translate: 0.1
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scale: 0.5
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shear: 0.0
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perspective: 0.0
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flipud: 0.0
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fliplr: 0.5
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bgr: 0.0
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mosaic: 1.0
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mixup: 0.0
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cutmix: 0.0
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copy_paste: 0.0
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copy_paste_mode: flip
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auto_augment: randaugment
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erasing: 0.4
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cfg: null
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tracker: botsort.yaml
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save_dir: runs/detect/train
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results/confusion_matrix.png
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Git LFS Details
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results/confusion_matrix_normalized.png
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Git LFS Details
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results/labels.jpg
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Git LFS Details
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results/labels_correlogram.jpg
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Git LFS Details
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results/results.csv
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epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
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1,99.2952,1.66081,2.66891,2.08539,0.4393,0.31633,0.32834,0.13982,2.02471,2.53853,2.36236,0.000554169,0.000554169,0.000554169
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2,191.975,1.824,2.1197,2.23777,0.38036,0.32462,0.23794,0.10539,2.14802,2.43666,2.32349,0.000999962,0.000999962,0.000999962
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3,283.542,1.81107,1.98399,2.20393,0.63285,0.29181,0.28616,0.12122,2.02018,2.32018,2.28913,0.00133573,0.00133573,0.00133573
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4,374.664,1.73656,1.8309,2.11717,0.53254,0.36179,0.40436,0.16814,2.00907,2.05744,2.17786,0.0011719,0.0011719,0.0011719
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5,465.85,1.65064,1.67674,2.04592,0.47087,0.47287,0.45672,0.22894,1.74918,1.84329,1.96408,0.00100687,0.00100687,0.00100687
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6,557.075,1.55588,1.53431,1.95414,0.49873,0.47387,0.47245,0.25159,1.67815,1.73877,1.91175,0.000841835,0.000841835,0.000841835
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7,648.108,1.47939,1.40897,1.88037,0.5508,0.48873,0.5087,0.29538,1.59344,1.65389,1.8376,0.000676802,0.000676802,0.000676802
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8,739.078,1.41255,1.3019,1.83011,0.59015,0.51831,0.56448,0.33108,1.48625,1.46755,1.74171,0.000511769,0.000511769,0.000511769
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9,830.114,1.3357,1.20298,1.75938,0.58571,0.55385,0.58956,0.34546,1.49187,1.44201,1.75,0.000346736,0.000346736,0.000346736
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10,921.063,1.26639,1.12494,1.7034,0.63494,0.55621,0.61337,0.37598,1.38632,1.37751,1.65233,0.000181703,0.000181703,0.000181703
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results/results.png
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Git LFS Details
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results/train_batch0.jpg
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Git LFS Details
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results/train_batch1.jpg
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Git LFS Details
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results/train_batch2.jpg
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Git LFS Details
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results/val_batch0_labels.jpg
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Git LFS Details
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results/val_batch0_pred.jpg
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Git LFS Details
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results/val_batch1_labels.jpg
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Git LFS Details
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results/val_batch1_pred.jpg
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Git LFS Details
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results/val_batch2_labels.jpg
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Git LFS Details
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results/val_batch2_pred.jpg
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Git LFS Details
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results/weights/best.pt
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version https://git-lfs.github.com/spec/v1
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results/weights/last.pt
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version https://git-lfs.github.com/spec/v1
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