🎉 Adds Fine Tuned Model Weights

AlexandreSajus · Mar 18, 2023 · c2ab3d2 · c2ab3d2
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diff --git a/runs/train/yolo_road_det10/F1_curve.png b/runs/train/yolo_road_det10/F1_curve.png
diff --git a/runs/train/yolo_road_det10/PR_curve.png b/runs/train/yolo_road_det10/PR_curve.png
diff --git a/runs/train/yolo_road_det10/P_curve.png b/runs/train/yolo_road_det10/P_curve.png
diff --git a/runs/train/yolo_road_det10/R_curve.png b/runs/train/yolo_road_det10/R_curve.png
diff --git a/runs/train/yolo_road_det10/confusion_matrix.png b/runs/train/yolo_road_det10/confusion_matrix.png
diff --git a/runs/train/yolo_road_det10/events.out.tfevents.1679129777.AlexDesktop.37300.0 b/runs/train/yolo_road_det10/events.out.tfevents.1679129777.AlexDesktop.37300.0
diff --git a/runs/train/yolo_road_det10/hyp.yaml b/runs/train/yolo_road_det10/hyp.yaml
@@ -0,0 +1,28 @@
+lr0: 0.01
+lrf: 0.1
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 0.05
+cls: 0.3
+cls_pw: 1.0
+obj: 0.7
+obj_pw: 1.0
+iou_t: 0.2
+anchor_t: 4.0
+fl_gamma: 0.0
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.1
+scale: 0.9
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.1
+copy_paste: 0.0
diff --git a/runs/train/yolo_road_det10/labels.jpg b/runs/train/yolo_road_det10/labels.jpg
diff --git a/runs/train/yolo_road_det10/labels_correlogram.jpg b/runs/train/yolo_road_det10/labels_correlogram.jpg
diff --git a/runs/train/yolo_road_det10/opt.yaml b/runs/train/yolo_road_det10/opt.yaml
@@ -0,0 +1,68 @@
+weights: yolov5s.pt
+cfg: C:\Users\asaju\Desktop\armaCV\yolov5\models\yolov5s.yaml
+data: C:\Users\asaju\Desktop\armaCV\yolov5\data\arma.yaml
+hyp:
+  lr0: 0.01
+  lrf: 0.1
+  momentum: 0.937
+  weight_decay: 0.0005
+  warmup_epochs: 3.0
+  warmup_momentum: 0.8
+  warmup_bias_lr: 0.1
+  box: 0.05
+  cls: 0.3
+  cls_pw: 1.0
+  obj: 0.7
+  obj_pw: 1.0
+  iou_t: 0.2
+  anchor_t: 4.0
+  fl_gamma: 0.0
+  hsv_h: 0.015
+  hsv_s: 0.7
+  hsv_v: 0.4
+  degrees: 0.0
+  translate: 0.1
+  scale: 0.9
+  shear: 0.0
+  perspective: 0.0
+  flipud: 0.0
+  fliplr: 0.5
+  mosaic: 1.0
+  mixup: 0.1
+  copy_paste: 0.0
+epochs: 300
+batch_size: 16
+imgsz: 640
+rect: false
+resume: false
+nosave: false
+noval: false
+noautoanchor: false
+noplots: false
+evolve: null
+bucket: ''
+cache: null
+image_weights: false
+device: ''
+multi_scale: false
+single_cls: false
+optimizer: SGD
+sync_bn: false
+workers: 24
+project: runs\train
+name: yolo_road_det
+exist_ok: false
+quad: false
+cos_lr: false
+label_smoothing: 0.0
+patience: 100
+freeze:
+- 0
+save_period: -1
+seed: 0
+local_rank: -1
+entity: null
+upload_dataset: false
+bbox_interval: -1
+artifact_alias: latest
+save_dir: runs\train\yolo_road_det10
diff --git a/runs/train/yolo_road_det10/results.csv b/runs/train/yolo_road_det10/results.csv
diff --git a/runs/train/yolo_road_det10/results.png b/runs/train/yolo_road_det10/results.png
diff --git a/runs/train/yolo_road_det10/train_batch0.jpg b/runs/train/yolo_road_det10/train_batch0.jpg
diff --git a/runs/train/yolo_road_det10/train_batch1.jpg b/runs/train/yolo_road_det10/train_batch1.jpg
diff --git a/runs/train/yolo_road_det10/train_batch2.jpg b/runs/train/yolo_road_det10/train_batch2.jpg
diff --git a/runs/train/yolo_road_det10/val_batch0_labels.jpg b/runs/train/yolo_road_det10/val_batch0_labels.jpg
diff --git a/runs/train/yolo_road_det10/val_batch0_pred.jpg b/runs/train/yolo_road_det10/val_batch0_pred.jpg
diff --git a/runs/train/yolo_road_det10/weights/best.pt b/runs/train/yolo_road_det10/weights/best.pt