sidewalk_1 Computer Vision Project

Here are a few use cases for this project:

1. Urban Planning: This model can be used by urban planners and civil engineers to plan and design city infrastructures such as roads, pedestrian pathways, bike lanes, and spaces for public transportation.

2. Assistive Technology: The model can be leveraged for developing assistive technologies for visually impaired individuals by distinguishing between sidewalks and roads, which can help guide them safely during their walks.

3. Autonomous Vehicles: The model can be integral in self-driving vehicle technology, enabling these vehicles to differentiate between roads vehicles can drive on and sidewalks reserved for pedestrians.

4. Mapping and Geographical Information Systems (GIS): This model can be used to update and maintain accurate city or suburban maps and spatial databases, ensuring representations of roads and sidewalks are up to date.

5. Game Development: For developers creating urban-themed video games or augmented reality experiences, this model could aid in generating and differentiating between different environmental features like roads and sidewalks.