Merge master into main, keep main gitattributes
Browse files
.gitignore
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*.png
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*.jpg
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results/yolo8smine/args.yaml
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| 1 |
+
task: detect
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mode: train
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model: yolov8s.pt
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data: /cwork/ad641/pest_detection_dataset/data.yaml
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epochs: 10
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time: null
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patience: 15
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batch: -1
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imgsz: 640
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save: true
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save_period: 5
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cache: false
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device: '0'
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workers: 4
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project: /cwork/ad641/pest_detection_model/results
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name: yolo8smine
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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: 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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| 51 |
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augment: false
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agnostic_nms: false
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| 53 |
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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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| 58 |
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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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| 67 |
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optimize: false
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int8: false
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| 69 |
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dynamic: false
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| 70 |
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simplify: true
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| 71 |
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opset: null
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| 72 |
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workspace: null
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| 73 |
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nms: false
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| 74 |
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lr0: 0.01
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| 75 |
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lrf: 0.01
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| 76 |
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momentum: 0.937
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| 77 |
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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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| 79 |
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warmup_momentum: 0.8
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| 80 |
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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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cls_pw: 0.0
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| 84 |
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dfl: 1.5
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| 85 |
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pose: 12.0
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| 86 |
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kobj: 1.0
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| 87 |
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rle: 1.0
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| 88 |
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angle: 1.0
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| 89 |
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nbs: 64
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| 90 |
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hsv_h: 0.015
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| 91 |
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hsv_s: 0.7
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| 92 |
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hsv_v: 0.4
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| 93 |
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degrees: 0.0
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| 94 |
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translate: 0.1
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| 95 |
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scale: 0.5
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| 96 |
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shear: 0.0
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| 97 |
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perspective: 0.0
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| 98 |
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flipud: 0.0
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| 99 |
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fliplr: 0.5
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| 100 |
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bgr: 0.0
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| 101 |
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mosaic: 1.0
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| 102 |
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mixup: 0.0
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| 103 |
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cutmix: 0.0
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| 104 |
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copy_paste: 0.0
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| 105 |
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copy_paste_mode: flip
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| 106 |
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auto_augment: randaugment
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| 107 |
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erasing: 0.4
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| 108 |
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cfg: null
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| 109 |
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tracker: botsort.yaml
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| 110 |
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save_dir: /cwork/ad641/pest_detection_model/results/yolo8smine
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results/yolo8smine/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,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
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| 2 |
+
1,5396.36,0.84377,0.69919,0.89613,0.99966,0.99655,0.995,0.91185,0.37245,0.2082,0.68888,0.00999923,0.00333308,0.00999923,0.00333308,0.00999923,0.00333308,0.00999923,0.00333308
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| 3 |
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2,10082.6,0.60323,0.32909,0.81924,0.99981,0.9976,0.995,0.94988,0.27226,0.1739,0.67891,0.0180193,0.00600644,0.0180193,0.00600644,0.0180193,0.00600644,0.0180193,0.00600644
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| 4 |
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3,14511.1,0.54257,0.30428,0.80973,0.99996,0.99663,0.995,0.94668,0.2862,0.1978,0.68252,0.0240594,0.0080198,0.0240594,0.0080198,0.0240594,0.0080198,0.0240594,0.0080198
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| 5 |
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4,18886.9,0.48583,0.27675,0.80006,0.99852,0.9932,0.99497,0.9278,0.37186,0.34517,0.69616,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703
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| 6 |
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5,23251.8,0.42474,0.24382,0.7912,0.99897,0.99308,0.99497,0.92453,0.39608,0.41416,0.69706,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604
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| 7 |
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6,27612.9,0.38683,0.22335,0.78594,0.99852,0.99684,0.995,0.93485,0.36487,0.32112,0.68957,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505
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| 8 |
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7,31975.1,0.35738,0.20695,0.78241,0.99985,0.99826,0.995,0.94664,0.31545,0.23565,0.68047,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
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| 9 |
+
8,36347.8,0.33128,0.19187,0.77983,0.99991,0.99873,0.995,0.95646,0.27296,0.18723,0.67426,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
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| 10 |
+
9,40716.6,0.30633,0.17675,0.77697,0.99995,0.99888,0.995,0.97016,0.23338,0.1596,0.6702,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
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| 11 |
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10,45079.5,0.27927,0.16046,0.77456,0.99997,0.99889,0.995,0.97761,0.20297,0.14048,0.66758,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109
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results/yolo8smine/weights/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:88988799ec75ddf8b6b9f2d51c3962ae8c468faf1aba7aa061dd079f2ecc94c1
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size 22501731
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results/yolo8smine/weights/epoch0.pt
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version https://git-lfs.github.com/spec/v1
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size 67107892
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results/yolo8smine/weights/epoch5.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d0c848d1fadaba184a8413e8fcb854a62778b665d19bf404d491eee43ad78c67
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size 67108404
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results/yolo8smine/weights/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:304f0017b013c168169491f45fee92f094b1492fe82e4f8b2f980aed58ed74fb
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size 22501731
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