Traffic Survey Computer Vision Project

Here are a few use cases for this project:

1. Traffic management and congestion analysis: The Traffic Survey model can be utilized by city planners and authorities to analyze and monitor traffic patterns, identify congestion-prone areas, and improve infrastructure decisions for better traffic flow.

2. Road safety improvements: By identifying different vehicle classes, the model can help assess potential risk factors and dangerous interactions on the road. This information can contribute to road safety campaigns and targeted interventions for high-risk areas.

3. Real-time traffic updates and alerts: The Traffic Survey model can be integrated with mobile apps or navigation systems to provide real-time traffic data, alerting users of congested areas, alternative routes, and traffic incidents involving specific vehicle types.

4. Vehicle emission and environmental impact analysis: By classifying vehicles and motorbikes, the model can be used to estimate vehicle emissions and their environmental impact, helping to create targeted policies and initiatives to reduce pollution and promote eco-friendly transportation.

5. Law enforcement assistance: The Traffic Survey model can support law enforcement activities by helping to identify vehicles involved in traffic violations, accidents, or criminal activities, enabling faster response times and improved public safety.