fscbp-proj2 Computer Vision Project

Here are a few use cases for this project:

1. Disaster Response and Emergency Services: The fscbp-proj2 model can be used to identify and monitor regions hit by disasters such as fire and smoke incidents. The system can prioritize resource dispatch (e.g., firefighters, vehicles, medical personnel) based on the intensity of the fire, presence of smoke, and identification of people and vehicles (bicycles, motorcycles, and cars) in the vicinity in real time.

2. Traffic Monitoring and Management: This model can help intelligently monitor traffic conditions by identifying vehicles like cars, motorcycles, and bicycles, and pedestrian activities. In case of any accidents, smoke or fire detection can quickly alert the authorities, leading to faster response times.

3. Surveillance and Security: The tool can be used to keep tabs on public places, streets, parks, etc., to ensure safety. It can detect fires and alert emergency services, identify the presence of people at unusual times, or detect suspicious movement of vehicles.

4. Insurance Claim Verification: The system can corroborate the details of an incident, such as a car or motorcycle fire, reported in an insurance claim by examining insurance claim images.

5. Autonomous Vehicles: The model can also be built into the AI of autonomous vehicles to identify and respond to emergency situations, such as fires or smoke, while also recognizing other road inhabitants like cars, motorcycles, people, and bicycles for safe navigation.