diff --git a/yolov11-pecan/runs/detect/train8/args.yaml b/yolov11-pecan/runs/detect/train8/args.yaml
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index 0000000..2cc05e3
--- /dev/null
+++ b/yolov11-pecan/runs/detect/train8/args.yaml
@@ -0,0 +1,107 @@
+task: detect
+mode: train
+model: yolo11x.pt
+data: dataset_pecan.yaml
+epochs: 300
+time: null
+patience: 100
+batch: 8
+imgsz: 640
+save: true
+save_period: -1
+cache: false
+device: mps
+workers: 0
+project: null
+name: train8
+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: 4
+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
+label_smoothing: 0.0
+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/detect/train8
diff --git a/yolov11-pecan/runs/detect/train8/labels.jpg b/yolov11-pecan/runs/detect/train8/labels.jpg
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diff --git a/yolov11-pecan/runs/detect/train8/labels_correlogram.jpg b/yolov11-pecan/runs/detect/train8/labels_correlogram.jpg
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diff --git a/yolov11-pecan/runs/detect/train8/results.csv b/yolov11-pecan/runs/detect/train8/results.csv
new file mode 100644
index 0000000..17f26b6
--- /dev/null
+++ b/yolov11-pecan/runs/detect/train8/results.csv
@@ -0,0 +1,8 @@
+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
+1,1025.83,0.66603,0.70931,1.00467,0.79126,0.62088,0.63578,0.55598,0.53711,1.12546,0.61646,0.0033218,0.0033218,0.0033218
+2,2234.46,0.67875,0.56064,0.97946,0.73778,0.22965,0.24951,0.20692,0.70498,1.24004,0.63871,0.00663317,0.00663317,0.00663317
+3,3567.29,0.74777,0.60717,1.01042,0.78896,0.28977,0.31317,0.25897,0.68661,1.33028,0.66244,0.00992254,0.00992254,0.00992254
+4,4924.91,0.75061,0.5652,1.02254,0.81885,0.49061,0.52847,0.44662,0.60725,1.0302,0.63908,0.009901,0.009901,0.009901
+5,6311.84,0.71113,0.53651,1.01557,0.797,0.85082,0.87202,0.72871,0.61414,1.01847,0.63901,0.009868,0.009868,0.009868
+6,7752.74,0.69393,0.50972,1.00952,0.83906,0.84134,0.89616,0.7712,0.55075,0.96689,0.61902,0.009835,0.009835,0.009835
+7,10111.6,0.67585,0.49999,1.00538,0.85073,0.31173,0.35275,0.30764,0.5542,1.94607,0.62021,0.009802,0.009802,0.009802
diff --git a/yolov11-pecan/runs/detect/train8/train_batch0.jpg b/yolov11-pecan/runs/detect/train8/train_batch0.jpg
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diff --git a/yolov11-pecan/runs/detect/train8/train_batch2.jpg b/yolov11-pecan/runs/detect/train8/train_batch2.jpg
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diff --git a/yolov11-pecan/runs/detect/train8/weights/best.pt b/yolov11-pecan/runs/detect/train8/weights/best.pt
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diff --git a/yolov11-pecan/runs/detect/train8/weights/last.pt b/yolov11-pecan/runs/detect/train8/weights/last.pt
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