Accident vs Normal Traffic Classifier
Model
YOLOv11 Classification
Classes
- accident
- normal
Dataset
Train
- Accident: 1620
- Normal: 1800
Test
- Accident: 380
- Normal: 400
Total Images: 4200
Training
- Epochs: 50
- Image Size: 224
- Optimizer: AdamW
- Framework: Ultralytics YOLOv11
Files
- best.pt
- results.csv
- results.png
- confusion_matrix.png
- PR_curve.png
- F1_curve.png
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