Vulnerable People Computer Vision Project

Here are a few use cases for this project:

1. Public Safety: The model could assist public safety officials in monitoring public spaces like parks, streets, or events for vulnerable individuals, helping in proactive protection and ensuring a quicker response in emergencies.

2. Assisting Autonomous Vehicles: This model can be used to enhance the decision-making systems within autonomous vehicles. They would be able to identify vulnerable pedestrians and adjust their operations to maintain maximum safety.

3. Smart City Infrastructure: The model could be integrated into city camera systems to track and analyze pedestrian behavior, assisting in creating more inclusive city designs and infrastructure, particularly for those with disabilities or the elderly.

4. Retail & Business Planning: Retail stores could use the data to better understand the demographics of their customers and to create more disability-friendly shopping experiences.

5. Health Monitoring: Health and social care agencies could use the model to monitor the movements and activities of individuals with disabilities or the elderly, and respond swiftly to critical situations. It can also help in measuring the mobility pattern for more personalized health and wellness solutions.