Vehicle Detection Model (YOLOv8)
This model detects 8 classes of vehicles:
- Auto
- Bus
- Car
- LCV (Light Commercial Vehicle)
- Motorcycle
- Multiaxle
- Tractor
- Truck
Model Details
- Architecture: YOLOv8 Nano
- Framework: Ultralytics
- Input Size: 640x640
- Performance: mAP@0.5 > 85%
Usage
from ultralytics import YOLO
# Load model
model = YOLO('best.pt')
# Run inference
results = model('path/to/image.jpg')
Training
Model trained on Google Colab with custom vehicle dataset.