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@@ -33,3 +33,16 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+YOLO11-pose_trained_swimmer/labels.jpg filter=lfs diff=lfs merge=lfs -text
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YOLO11-pose_trained_swimmer/args.yaml

@@ -0,0 +1,106 @@
+task: pose
+mode: train
+model: yolo11x-pose.pt
+data: coco8-pose.yaml
+epochs: 500
+time: null
+patience: 50
+batch: 4
+imgsz: 640
+save: true
+save_period: -1
+cache: false
+device: '0'
+workers: 4
+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
+save_hybrid: 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
+copy_paste: 0.0
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+crop_fraction: 1.0
+cfg: null
+tracker: botsort.yaml
+save_dir: runs\pose\train

YOLO11-pose_trained_swimmer/note/trainresult.txt

@@ -0,0 +1,8 @@
+EarlyStopping: Training stopped early as no improvement observed in last 50 epochs. Best results observed at epoch 446, best model saved as best.pt.
+To update EarlyStopping(patience=50) pass a new patience value, i.e. `patience=300` or use `patience=0` to disable EarlyStopping.
+
+496 epochs completed in 91.542 hours.
+Optimizer stripped from runs\pose\train\weights\last.pt, 118.3MB
+                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Pose(P          R      mAP50  mAP50-95): 100%|██████████| 278/278 [00:17<00:00, 16.12it/s]
+                   all       2222       2222          1      0.994      0.995      0.894          1      0.995      0.995      0.992
+Speed: 0.1ms preprocess, 3.0ms inference, 0.0ms loss, 0.8ms postprocess per image

YOLO11-pose_trained_swimmer/results.csv

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