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.gitattributes

@@ -38,3 +38,8 @@ my_model/train/labels.jpg filter=lfs diff=lfs merge=lfs -text
 my_model/train/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
 my_model/train/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
 my_model/train/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text
+train/labels_correlogram.jpg filter=lfs diff=lfs merge=lfs -text
+train/labels.jpg filter=lfs diff=lfs merge=lfs -text
+train/train_batch0.jpg filter=lfs diff=lfs merge=lfs -text
+train/train_batch1.jpg filter=lfs diff=lfs merge=lfs -text
+train/train_batch2.jpg filter=lfs diff=lfs merge=lfs -text

my_model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 57142100

train/args.yaml

@@ -0,0 +1,105 @@
+task: detect
+mode: train
+model: yolo11s.pt
+data: /content/data.yaml
+epochs: 60
+time: null
+patience: 100
+batch: 16
+imgsz: 640
+save: true
+save_period: -1
+cache: false
+device: null
+workers: 8
+project: null
+name: train
+exist_ok: false
+pretrained: true
+optimizer: auto
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+amp: true
+fraction: 1.0
+profile: false
+freeze: null
+multi_scale: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.0
+val: true
+split: val
+save_json: false
+conf: null
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: null
+vid_stride: 1
+stream_buffer: false
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+embed: null
+show: false
+save_frames: false
+save_txt: false
+save_conf: false
+save_crop: false
+show_labels: true
+show_conf: true
+show_boxes: true
+line_width: null
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: true
+opset: null
+workspace: null
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.0
+cutmix: 0.0
+copy_paste: 0.0
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+cfg: null
+tracker: botsort.yaml
+save_dir: runs/detect/train

train/results.csv

@@ -0,0 +1,4 @@
+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
+1,20.8786,0.61553,1.80495,0.87494,0.62153,0.83219,0.67399,0.57891,0.62356,1.78019,0.85193,0.000406977,0.000406977,0.000406977
+2,36.8496,0.5976,0.94272,0.85227,0.64724,0.85075,0.87053,0.74919,0.6139,0.95128,0.87087,0.000810053,0.000810053,0.000810053
+3,52.5913,0.5796,0.82416,0.84874,0.67313,0.74173,0.76989,0.67553,0.58883,1.18584,0.85399,0.00119938,0.00119938,0.00119938

train/weights/best.pt

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+size 57142100

train/weights/last.pt

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