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detect/train/args.yaml +91 -0
detect/train2/args.yaml +91 -0
detect/train3/F1_curve.png +0 -0
detect/train3/PR_curve.png +0 -0
detect/train3/P_curve.png +0 -0
detect/train3/R_curve.png +0 -0
detect/train3/args.yaml +91 -0
detect/train3/confusion_matrix.png +0 -0
detect/train3/events.out.tfevents.1687807103.306efcecc7e8.4438.0 +3 -0
detect/train3/results.csv +26 -0
detect/train3/results.png +0 -0
detect/train3/train_batch0.jpg +0 -0
detect/train3/train_batch1.jpg +0 -0
detect/train3/train_batch2.jpg +0 -0
detect/train3/train_batch315.jpg +0 -0
detect/train3/train_batch316.jpg +0 -0
detect/train3/train_batch317.jpg +0 -0
detect/train3/val_batch0_labels.jpg +0 -0
detect/train3/val_batch0_pred.jpg +0 -0
detect/train3/val_batch1_labels.jpg +0 -0
detect/train3/val_batch1_pred.jpg +0 -0
detect/train3/weights/best.pt +3 -0
detect/train3/weights/last.pt +3 -0
detect/val/F1_curve.png +0 -0
detect/val/PR_curve.png +0 -0
detect/val/P_curve.png +0 -0
detect/val/R_curve.png +0 -0
detect/val/confusion_matrix.png +0 -0
detect/val/val_batch0_labels.jpg +0 -0
detect/val/val_batch0_pred.jpg +0 -0
detect/val/val_batch1_labels.jpg +0 -0
detect/val/val_batch1_pred.jpg +0 -0
detect/val/val_batch2_labels.jpg +0 -0
detect/val/val_batch2_pred.jpg +0 -0
yolov8s.pt +3 -0

detect/train/args.yaml ADDED Viewed

	@@ -0,0 +1,91 @@

+task: detect
+mode: train
+model: yolov8s.yaml
+data: /content/datasets/Outsident-1/data.yaml
+epochs: 25
+patience: 50
+batch: 16
+imgsz: 224
+save: true
+cache: false
+device: ''
+workers: 8
+project: null
+name: null
+exist_ok: false
+pretrained: false
+optimizer: SGD
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+image_weights: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+overlap_mask: true
+mask_ratio: 4
+dropout: false
+val: true
+save_json: false
+save_hybrid: false
+conf: 0.001
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: ultralytics/assets/
+show: false
+save_txt: false
+save_conf: false
+save_crop: false
+hide_labels: false
+hide_conf: false
+vid_stride: 1
+line_thickness: 3
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+boxes: true
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: false
+opset: 17
+workspace: 4
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.001
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+fl_gamma: 0.0
+label_smoothing: 0.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
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+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0
+cfg: null
+v5loader: false
+save_dir: runs/detect/train

detect/train2/args.yaml ADDED Viewed

	@@ -0,0 +1,91 @@

+task: detect
+mode: train
+model: yolov8s.yaml
+data: /content/Outsident-1/data.yaml
+epochs: 25
+patience: 50
+batch: 16
+imgsz: 224
+save: true
+cache: false
+device: ''
+workers: 8
+project: null
+name: null
+exist_ok: false
+pretrained: false
+optimizer: SGD
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+image_weights: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+overlap_mask: true
+mask_ratio: 4
+dropout: false
+val: true
+save_json: false
+save_hybrid: false
+conf: 0.001
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: ultralytics/assets/
+show: false
+save_txt: false
+save_conf: false
+save_crop: false
+hide_labels: false
+hide_conf: false
+vid_stride: 1
+line_thickness: 3
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+boxes: true
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: false
+opset: 17
+workspace: 4
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.001
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+fl_gamma: 0.0
+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
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0
+cfg: null
+v5loader: false
+save_dir: runs/detect/train2

detect/train3/F1_curve.png ADDED Viewed

detect/train3/PR_curve.png ADDED Viewed

detect/train3/P_curve.png ADDED Viewed

detect/train3/R_curve.png ADDED Viewed

detect/train3/args.yaml ADDED Viewed

	@@ -0,0 +1,91 @@

+task: detect
+mode: train
+model: yolov8s.yaml
+data: /content/datasets/Outsident-1/data.yaml
+epochs: 25
+patience: 50
+batch: 16
+imgsz: 224
+save: true
+cache: false
+device: ''
+workers: 8
+project: null
+name: null
+exist_ok: false
+pretrained: false
+optimizer: SGD
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+image_weights: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+overlap_mask: true
+mask_ratio: 4
+dropout: false
+val: true
+save_json: false
+save_hybrid: false
+conf: 0.001
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: ultralytics/assets/
+show: false
+save_txt: false
+save_conf: false
+save_crop: false
+hide_labels: false
+hide_conf: false
+vid_stride: 1
+line_thickness: 3
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+boxes: true
+format: torchscript
+keras: false
+optimize: false
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+dynamic: false
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+opset: 17
+workspace: 4
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.001
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+fl_gamma: 0.0
+label_smoothing: 0.0
+nbs: 64
+hsv_h: 0.015
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+mixup: 0.0
+copy_paste: 0.0
+cfg: null
+v5loader: false
+save_dir: runs/detect/train3

detect/train3/confusion_matrix.png ADDED Viewed

detect/train3/events.out.tfevents.1687807103.306efcecc7e8.4438.0 ADDED Viewed

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detect/train3/results.csv ADDED Viewed

	@@ -0,0 +1,26 @@

+                  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
+                      0,                 1.8105,                 3.9328,                 1.7198,                  0.156,                0.21966,                 0.1742,                0.12759,                 1.3497,                 3.5171,                 1.6046,                  0.082,                  0.002,                  0.002
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+                      2,                 1.2144,                 1.5803,                 1.3786,                0.67015,                0.80027,                0.77648,                0.59759,                0.81053,                 1.4752,                 1.2343,               0.043709,               0.005709,               0.005709
+                      3,                  1.158,                 1.4574,                 1.3165,                0.83059,                0.55302,                 0.6917,                0.54747,                 0.8907,                 1.4114,                 1.2306,               0.024314,               0.007314,               0.007314
+                      4,                 1.0656,                 1.2481,                 1.2515,                0.82662,                 0.7199,                 0.8231,                0.65889,                0.78206,                 1.1576,                 1.1452,               0.008416,               0.008416,               0.008416
+                      5,                 1.0393,                   1.15,                 1.2047,                0.80883,                0.79891,                0.79346,                0.61156,                 0.8416,                0.95251,                 1.1786,               0.008416,               0.008416,               0.008416
+                      6,                 1.0261,                 1.0733,                 1.1693,                0.86104,                0.74871,                0.79822,                0.59162,                0.84537,                0.93957,                 1.1946,                0.00802,                0.00802,                0.00802
+                      7,                 1.0008,                 0.9999,                 1.1528,                0.85349,                0.73771,                 0.8182,                0.61605,                0.92713,                 1.1666,                 1.2212,               0.007624,               0.007624,               0.007624
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