Upload model results
Browse files- .gitattributes +16 -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.1741752471.341f29e98941.397.0 +3 -0
- labels.jpg +3 -0
- labels_correlogram.jpg +3 -0
- results.csv +11 -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
.gitattributes
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@@ -33,3 +33,19 @@ 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.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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F1_curve.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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labels_correlogram.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_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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F1_curve.png
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Git LFS Details
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PR_curve.png
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Git LFS Details
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P_curve.png
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Git LFS Details
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R_curve.png
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Git LFS Details
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args.yaml
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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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data: ./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: cpu
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workers: 8
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project: yolo_training
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name: yolov8_dengue2
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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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save_hybrid: 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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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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crop_fraction: 1.0
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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: yolo_training/
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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.1741752471.341f29e98941.397.0
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:9832ee7892a65cda4416f99325706f324c8e927fa8faef814db8e59598abb5b8
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size 192379
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labels.jpg
ADDED
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Git LFS Details
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labels_correlogram.jpg
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Git LFS Details
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results.csv
ADDED
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@@ -0,0 +1,11 @@
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| 1 |
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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 |
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1,569.166,1.63589,3.26724,1.51942,0.00672,0.6033,0.12356,0.06614,1.57943,3.6162,1.47647,0.000541044,0.000541044,0.000541044
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| 3 |
+
2,1117.93,1.6367,2.64496,1.51739,0.25131,0.17069,0.11484,0.04903,1.791,3.11646,1.6413,0.000988136,0.000988136,0.000988136
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| 4 |
+
3,1656.04,1.65679,2.355,1.53432,0.40112,0.34956,0.38032,0.20063,1.80853,2.31152,1.66737,0.00132521,0.00132521,0.00132521
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| 5 |
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4,2193.29,1.60418,2.1771,1.51851,0.42083,0.3682,0.36785,0.18282,1.72581,2.83972,1.58699,0.0011719,0.0011719,0.0011719
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| 6 |
+
5,2731.59,1.62947,2.03215,1.52921,0.41453,0.31377,0.3314,0.17853,1.73413,2.44982,1.62718,0.00100687,0.00100687,0.00100687
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| 7 |
+
6,3271.88,1.53156,1.836,1.47865,0.53685,0.545,0.51876,0.28345,1.59202,1.83141,1.5347,0.000841835,0.000841835,0.000841835
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| 8 |
+
7,3801.38,1.47427,1.68111,1.42645,0.60664,0.50608,0.53511,0.31252,1.47994,1.56766,1.45238,0.000676802,0.000676802,0.000676802
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| 9 |
+
8,4334.55,1.39004,1.50421,1.36061,0.57952,0.56876,0.60782,0.33671,1.45909,1.3661,1.40379,0.000511769,0.000511769,0.000511769
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| 10 |
+
9,4866.26,1.33709,1.43733,1.33221,0.76252,0.51433,0.62299,0.36119,1.36123,1.32713,1.33869,0.000346736,0.000346736,0.000346736
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| 11 |
+
10,5396.6,1.29914,1.37478,1.30174,0.62118,0.64302,0.64687,0.36812,1.34539,1.3194,1.33637,0.000181703,0.000181703,0.000181703
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results.png
ADDED
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Git LFS Details
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train_batch0.jpg
ADDED
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Git LFS Details
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train_batch1.jpg
ADDED
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Git LFS Details
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train_batch2.jpg
ADDED
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Git LFS Details
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val_batch0_labels.jpg
ADDED
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Git LFS Details
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val_batch0_pred.jpg
ADDED
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Git LFS Details
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val_batch1_labels.jpg
ADDED
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Git LFS Details
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val_batch1_pred.jpg
ADDED
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Git LFS Details
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