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@@ -49,3 +49,6 @@ runs/pothole/confusion_matrix.png filter=lfs diff=lfs merge=lfs -text
 runs/pothole/train_batch4750.jpg filter=lfs diff=lfs merge=lfs -text
 runs/pothole/train_batch4751.jpg filter=lfs diff=lfs merge=lfs -text
 runs/pothole/train_batch4752.jpg filter=lfs diff=lfs merge=lfs -text
+runs/pothole/train_batch9360.jpg filter=lfs diff=lfs merge=lfs -text
+runs/pothole/train_batch9361.jpg filter=lfs diff=lfs merge=lfs -text
+runs/pothole/train_batch9362.jpg filter=lfs diff=lfs merge=lfs -text

runs/pothole/args.yaml

@@ -1,11 +1,11 @@
 task: detect
 mode: train
-model: yolo11x.pt
+model: runs/pothole/weights/best.pt
 data: /root/pothole_detection/dataset/dataset.yaml
-epochs: 200
+epochs: 100
 time: null
-patience: 100
-batch: 128
+patience: 50
+batch: 64
 imgsz: 1280
 save: true
 save_period: -1
@@ -22,7 +22,7 @@ seed: 0
 deterministic: true
 single_cls: false
 rect: false
-cos_lr: false
+cos_lr: true
 close_mosaic: 10
 resume: false
 amp: true
@@ -71,11 +71,11 @@ simplify: true
 opset: null
 workspace: null
 nms: false
-lr0: 0.01
+lr0: 0.001
 lrf: 0.01
 momentum: 0.937
 weight_decay: 0.0005
-warmup_epochs: 3.0
+warmup_epochs: 3
 warmup_momentum: 0.8
 warmup_bias_lr: 0.1
 box: 7.5
@@ -89,7 +89,7 @@ nbs: 64
 hsv_h: 0.015
 hsv_s: 0.7
 hsv_v: 0.4
-degrees: 0.0
+degrees: 5.0
 translate: 0.1
 scale: 0.5
 shear: 0.0
@@ -98,9 +98,9 @@ flipud: 0.0
 fliplr: 0.5
 bgr: 0.0
 mosaic: 1.0
-mixup: 0.0
+mixup: 0.1
 cutmix: 0.0
-copy_paste: 0.0
+copy_paste: 0.3
 copy_paste_mode: flip
 auto_augment: randaugment
 erasing: 0.4

runs/pothole/results.csv

@@ -1,201 +1,68 @@
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