Upload 25 files
Browse files- train_v2/F1_curve.png +0 -0
- train_v2/PR_curve.png +0 -0
- train_v2/P_curve.png +0 -0
- train_v2/R_curve.png +0 -0
- train_v2/args.yaml +108 -0
- train_v2/confusion_matrix.png +0 -0
- train_v2/events.out.tfevents.1725874255.f5dd45110364.185.0 +3 -0
- train_v2/labels.jpg +0 -0
- train_v2/labels_correlogram.jpg +0 -0
- train_v2/results.csv +26 -0
- train_v2/results.png +0 -0
- train_v2/train_batch0.jpg +0 -0
- train_v2/train_batch1.jpg +0 -0
- train_v2/train_batch2.jpg +0 -0
- train_v2/train_batch5670.jpg +0 -0
- train_v2/train_batch5671.jpg +0 -0
- train_v2/train_batch5672.jpg +0 -0
- train_v2/val_batch0_labels.jpg +0 -0
- train_v2/val_batch0_pred.jpg +0 -0
- train_v2/val_batch1_labels.jpg +0 -0
- train_v2/val_batch1_pred.jpg +0 -0
- train_v2/val_batch2_labels.jpg +0 -0
- train_v2/val_batch2_pred.jpg +0 -0
- train_v2/weights/best.pt +3 -0
- train_v2/weights/last.pt +3 -0
train_v2/F1_curve.png
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train_v2/PR_curve.png
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train_v2/P_curve.png
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train_v2/R_curve.png
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train_v2/args.yaml
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task: detect
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mode: train
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model: yolov8s.pt
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data: /kaggle/working/final-dataset-v3/data.yaml
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epochs: 25
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time: null
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patience: 100
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batch: 32
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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:
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- 0
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- 1
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workers: 16
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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: 42
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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: false
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opset: null
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workspace: 4
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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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label_smoothing: 0.0
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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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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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tracker: botsort.yaml
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save_dir: runs/detect/train
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train_v2/confusion_matrix.png
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train_v2/events.out.tfevents.1725874255.f5dd45110364.185.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a180e091ea740805f5e6f6166acd7e0437ed5053b722dd3e1115e196928af30d
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size 202466
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train_v2/labels.jpg
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train_v2/labels_correlogram.jpg
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train_v2/results.csv
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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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1, 1.6321, 2.4301, 1.6058, 0.53803, 0.44738, 0.46378, 0.22027, 1.9381, 1.9266, 1.9802, 0.00023737, 0.00023737, 0.00023737
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2, 1.6121, 1.7849, 1.5966, 0.56649, 0.49653, 0.51878, 0.25659, 1.7928, 1.7948, 1.8458, 0.00045655, 0.00045655, 0.00045655
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3, 1.5778, 1.6807, 1.5692, 0.55264, 0.49344, 0.52417, 0.25899, 1.7974, 2.0225, 1.8152, 0.00065687, 0.00065687, 0.00065687
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4, 1.5496, 1.6554, 1.5522, 0.6474, 0.5254, 0.58709, 0.31348, 1.7067, 1.605, 1.749, 0.00062918, 0.00062918, 0.00062918
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5, 1.5261, 1.5599, 1.5238, 0.6669, 0.55376, 0.61896, 0.33173, 1.7056, 1.5494, 1.7563, 0.0006009, 0.0006009, 0.0006009
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6, 1.4811, 1.4983, 1.4951, 0.6416, 0.5508, 0.60052, 0.32541, 1.6613, 1.5002, 1.71, 0.00057263, 0.00057263, 0.00057263
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7, 1.4577, 1.4434, 1.4781, 0.66393, 0.56733, 0.63155, 0.35702, 1.6127, 1.444, 1.6779, 0.00054435, 0.00054435, 0.00054435
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8, 1.4233, 1.3851, 1.4572, 0.68352, 0.57212, 0.64462, 0.35086, 1.6261, 1.4618, 1.6865, 0.00051608, 0.00051608, 0.00051608
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9, 1.4003, 1.3682, 1.4412, 0.7181, 0.62293, 0.68393, 0.39321, 1.5421, 1.3486, 1.5961, 0.0004878, 0.0004878, 0.0004878
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10, 1.3823, 1.3052, 1.4215, 0.72692, 0.61303, 0.69624, 0.40301, 1.5297, 1.2977, 1.6149, 0.00045953, 0.00045953, 0.00045953
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11, 1.3468, 1.2617, 1.4019, 0.70818, 0.63178, 0.6993, 0.41072, 1.5146, 1.2894, 1.575, 0.00043126, 0.00043126, 0.00043126
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12, 1.3253, 1.2231, 1.3824, 0.72779, 0.63665, 0.71071, 0.4144, 1.5013, 1.2678, 1.5861, 0.00040298, 0.00040298, 0.00040298
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13, 1.3147, 1.2093, 1.3751, 0.74387, 0.64667, 0.71996, 0.43424, 1.466, 1.2115, 1.5504, 0.00037471, 0.00037471, 0.00037471
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14, 1.3028, 1.1753, 1.3649, 0.77155, 0.65121, 0.73942, 0.44043, 1.454, 1.1764, 1.5283, 0.00034643, 0.00034643, 0.00034643
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15, 1.2918, 1.1306, 1.3504, 0.76174, 0.66046, 0.74133, 0.44021, 1.4564, 1.1629, 1.5322, 0.00031816, 0.00031816, 0.00031816
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16, 1.3019, 1.0656, 1.3675, 0.78228, 0.66897, 0.7612, 0.46699, 1.4005, 1.1155, 1.4873, 0.00028988, 0.00028988, 0.00028988
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17, 1.2575, 0.99811, 1.3383, 0.7938, 0.66756, 0.76506, 0.47337, 1.3804, 1.1016, 1.4742, 0.00026161, 0.00026161, 0.00026161
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18, 1.2528, 0.97006, 1.3332, 0.80971, 0.68178, 0.7766, 0.4818, 1.3741, 1.0858, 1.4604, 0.00023334, 0.00023334, 0.00023334
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19, 1.2133, 0.93158, 1.295, 0.8022, 0.70313, 0.79245, 0.49543, 1.3471, 1.0324, 1.4497, 0.00020506, 0.00020506, 0.00020506
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20, 1.1976, 0.90103, 1.2878, 0.82313, 0.6948, 0.79508, 0.50363, 1.3391, 1.0185, 1.4341, 0.00017679, 0.00017679, 0.00017679
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21, 1.1927, 0.87543, 1.2836, 0.82299, 0.70854, 0.80132, 0.51254, 1.32, 0.98838, 1.4196, 0.00014851, 0.00014851, 0.00014851
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22, 1.1449, 0.82923, 1.2534, 0.83022, 0.7205, 0.81364, 0.52206, 1.3115, 0.95401, 1.412, 0.00012024, 0.00012024, 0.00012024
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23, 1.1238, 0.80344, 1.2369, 0.84559, 0.7168, 0.81596, 0.5256, 1.2947, 0.94208, 1.4063, 9.1963e-05, 9.1963e-05, 9.1963e-05
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24, 1.1017, 0.77322, 1.2282, 0.84035, 0.72658, 0.82189, 0.53123, 1.2867, 0.91932, 1.399, 6.3689e-05, 6.3689e-05, 6.3689e-05
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25, 1.0886, 0.74926, 1.2072, 0.84254, 0.73331, 0.82479, 0.5353, 1.2826, 0.90991, 1.3954, 3.5414e-05, 3.5414e-05, 3.5414e-05
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train_v2/results.png
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train_v2/train_batch0.jpg
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train_v2/train_batch1.jpg
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train_v2/train_batch2.jpg
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train_v2/train_batch5670.jpg
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train_v2/train_batch5671.jpg
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train_v2/train_batch5672.jpg
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train_v2/val_batch0_labels.jpg
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train_v2/val_batch0_pred.jpg
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train_v2/val_batch1_labels.jpg
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train_v2/val_batch1_pred.jpg
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train_v2/val_batch2_labels.jpg
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train_v2/val_batch2_pred.jpg
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train_v2/weights/best.pt
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version https://git-lfs.github.com/spec/v1
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size 22517347
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train_v2/weights/last.pt
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version https://git-lfs.github.com/spec/v1
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size 22517347
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