Fine-tuned YOLOv8 models for traffic scene understanding.
Detection Classes:
Vehicles (cars, trucks, buses, motorcycles)
Pedestrians
Traffic signs
Emergency vehicles
Performance:
Real-time detection at 30+ FPS
Optimized for traffic camera footage
Model Description
These models are part of the Traffic Management System 2 (TMS2) project,
an intelligent traffic control system using deep learning and reinforcement learning.