NERC3006_SKWON-5001-10000 Computer Vision Project

Here are a few use cases for this project:

1. Traffic Management Systems: This model could be used to analyze live footage from traffic cameras to classify and count the number of specific vehicles on the road. This data would be useful to manage traffic congestion and optimize traffic light patterns.

2. Automotive Industry Research: Companies in the automotive industry could use this model to analyze market trends, identify the prevalence of particular vehicle types in various regions, and guide their manufacturing strategies and marketing campaigns.

3. Parking Management: The model can be used to monitor parking lots or garages and keep track of occupancy. It can distinguish between different vehicle types to organize parking spaces most efficiently.

4. Smart City Infrastructure: In smart city applications, this model could be used for gathering data on traffic flow, assisting with infrastructure planning, identifying vehicle types for potential electric vehicle charging stations, and observing transportation patterns.

5. Surveillance and Security: The model could be used in conjunction with surveillance systems at sensitive locations like airports or borders to automatically detect and flag unusual vehicle activities or recognize specific vehicle types for security purposes. This could include identifying large truck-like vehicles entering restricted zones.