Upload 21 files
Browse files- .gitattributes +17 -0
- BoxF1_curve.png +3 -0
- BoxPR_curve.png +3 -0
- BoxP_curve.png +3 -0
- BoxR_curve.png +3 -0
- args.yaml +109 -0
- best.pt +3 -0
- confusion_matrix.png +3 -0
- confusion_matrix_normalized.png +3 -0
- labels.jpg +3 -0
- last.pt +3 -0
- results.csv +42 -0
- results.png +3 -0
- train_batch0.jpg +3 -0
- train_batch1.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
.gitattributes
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@@ -33,3 +33,20 @@ 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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BoxF1_curve.png filter=lfs diff=lfs merge=lfs -text
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BoxP_curve.png filter=lfs diff=lfs merge=lfs -text
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BoxPR_curve.png filter=lfs diff=lfs merge=lfs -text
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BoxR_curve.png 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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labels.jpg 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_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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BoxF1_curve.png
ADDED
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Git LFS Details
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BoxPR_curve.png
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Git LFS Details
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BoxP_curve.png
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Git LFS Details
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BoxR_curve.png
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Git LFS Details
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args.yaml
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task: detect
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mode: train
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model: yolov8n.pt
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data: /content/dataset/data.yaml
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epochs: 200
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time: null
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patience: 10
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batch: 16
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imgsz: 512
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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: train2
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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: 0.0
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compile: 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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end2end: null
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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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| 78 |
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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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| 81 |
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box: 7.5
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| 82 |
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cls: 0.5
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| 83 |
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dfl: 1.5
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| 84 |
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pose: 12.0
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| 85 |
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kobj: 1.0
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| 86 |
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rle: 1.0
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angle: 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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| 92 |
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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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| 97 |
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flipud: 0.0
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| 98 |
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fliplr: 0.5
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| 99 |
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bgr: 0.0
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mosaic: 1.0
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| 101 |
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mixup: 0.0
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| 102 |
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cutmix: 0.0
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| 103 |
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copy_paste: 0.0
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| 104 |
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copy_paste_mode: flip
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| 105 |
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auto_augment: randaugment
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| 106 |
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erasing: 0.4
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| 107 |
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cfg: null
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| 108 |
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tracker: botsort.yaml
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| 109 |
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save_dir: /content/runs/detect/train2
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best.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:4cc9206074938a19d32b47de34c4b2ecf59f4319d574134b37d51981101ee5bc
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| 3 |
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size 6230122
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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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labels.jpg
ADDED
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Git LFS Details
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last.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:0531f6459279f8bfaa1c535a1eadf63e54be3b17558b93c18d8ef683a6563209
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| 3 |
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size 6230122
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results.csv
ADDED
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@@ -0,0 +1,42 @@
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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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| 2 |
+
1,6.60438,1.40327,2.76285,1.55445,0.40409,0.17704,0.38481,0.23115,1.18815,2.56835,1.28783,0.000409605,0.000409605,0.000409605
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| 3 |
+
2,12.6229,1.30541,1.86626,1.40867,0.55597,0.52723,0.66661,0.37625,1.46991,2.04905,1.54249,0.000822181,0.000822181,0.000822181
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| 4 |
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3,18.1383,1.29399,1.69272,1.36554,0.5791,0.69617,0.71755,0.47959,1.22996,1.81279,1.30498,0.00123063,0.00123063,0.00123063
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| 5 |
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4,23.6035,1.25446,1.58549,1.33729,0.86173,0.72455,0.85937,0.5121,1.36417,1.35428,1.42386,0.00123144,0.00123144,0.00123144
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| 6 |
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5,29.0346,1.2511,1.50015,1.34986,0.6917,0.80728,0.79907,0.54596,1.15752,1.35143,1.31584,0.00122525,0.00122525,0.00122525
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| 7 |
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6,34.4108,1.20495,1.39639,1.30298,0.9313,0.84328,0.93173,0.62033,1.24343,0.99041,1.28093,0.00121906,0.00121906,0.00121906
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| 8 |
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7,39.9896,1.17794,1.2906,1.27764,0.71752,0.74982,0.779,0.55518,1.0546,1.51554,1.26492,0.00121287,0.00121287,0.00121287
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| 9 |
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8,45.4485,1.14485,1.18986,1.26185,0.71331,0.70537,0.77611,0.343,1.86465,1.78205,1.70318,0.00120669,0.00120669,0.00120669
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| 10 |
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9,50.8261,1.10941,1.15945,1.24558,0.8166,0.81744,0.91194,0.62651,1.17837,1.23124,1.23208,0.0012005,0.0012005,0.0012005
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| 11 |
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10,56.13,1.10413,1.12613,1.24453,0.89504,0.81572,0.91746,0.69145,0.98908,1.0016,1.16683,0.00119431,0.00119431,0.00119431
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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15,83.0218,1.05357,0.96955,1.2027,0.86607,0.91144,0.9545,0.78839,0.76376,0.69412,1.03573,0.00116337,0.00116337,0.00116337
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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22,121.203,0.97094,0.83972,1.15839,0.88799,0.88313,0.9474,0.78008,0.76915,0.66586,1.0462,0.00112006,0.00112006,0.00112006
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| 24 |
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23,126.514,0.92673,0.79996,1.1404,0.90843,0.90409,0.97031,0.78464,0.82029,0.65075,1.06749,0.00111388,0.00111388,0.00111388
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 35 |
+
34,186.271,0.90356,0.7383,1.12547,0.92699,0.90833,0.95816,0.79901,0.74712,0.56924,1.02241,0.00104581,0.00104581,0.00104581
|
| 36 |
+
35,191.761,0.8847,0.70495,1.1069,0.9015,0.93378,0.95594,0.79287,0.79749,0.55312,1.03814,0.00103962,0.00103962,0.00103962
|
| 37 |
+
36,197.092,0.89094,0.7312,1.11705,0.87478,0.90564,0.94813,0.77649,0.77343,0.65163,1.05646,0.00103344,0.00103344,0.00103344
|
| 38 |
+
37,202.531,0.85535,0.69391,1.09426,0.95236,0.91091,0.96834,0.79675,0.76312,0.56092,1.04653,0.00102725,0.00102725,0.00102725
|
| 39 |
+
38,208.181,0.88283,0.70938,1.11367,0.94674,0.89351,0.96116,0.77854,0.74986,0.61565,1.01716,0.00102106,0.00102106,0.00102106
|
| 40 |
+
39,213.546,0.85367,0.68581,1.09196,0.9625,0.91792,0.97276,0.78198,0.88116,0.54285,1.09808,0.00101488,0.00101488,0.00101488
|
| 41 |
+
40,219.086,0.87886,0.68769,1.11472,0.91522,0.95157,0.97888,0.79273,0.7631,0.49589,1.03631,0.00100869,0.00100869,0.00100869
|
| 42 |
+
41,224.496,0.8624,0.69847,1.1041,0.93954,0.91686,0.9798,0.78445,0.83164,0.50515,1.07154,0.0010025,0.0010025,0.0010025
|
results.png
ADDED
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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
|
train_batch2.jpg
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|
Git LFS Details
|
val_batch0_labels.jpg
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|
Git LFS Details
|
val_batch0_pred.jpg
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|
Git LFS Details
|
val_batch1_labels.jpg
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|
Git LFS Details
|
val_batch1_pred.jpg
ADDED
|
Git LFS Details
|
val_batch2_labels.jpg
ADDED
|
Git LFS Details
|
val_batch2_pred.jpg
ADDED
|
Git LFS Details
|