Solar_reflection Computer Vision Project

Here are a few use cases for this project:

1. Solar Panel Mapping: Use the Solar_reflection model to map the distribution and density of solar panels in a city or region, enabling policy makers and energy companies to identify areas with high solar energy adoption and track trends in solar installations.

2. Solar Panel Maintenance and Inspection: Employ the model to detect solar panels in need of cleaning or repair, allowing solar panel maintenance companies to more easily schedule and prioritize their services.

3. Solar Energy Potential Analysis: Leverage the Solar_reflection model to assess the potential for solar energy generation in a given location by identifying suitable rooftops or open land areas, facilitating urban planning and renewable energy expansion strategies.

4. Energy Consumption Estimation: Integrate the model with other data sources such as building footprint and energy consumption records to estimate and monitor energy demand and production patterns across a city or region, supporting energy efficiency initiatives and smart grid implementation.

5. Solar Panel Efficiency Research: Utilize the Solar_reflection model to examine the impact of different types of solar panel installations (e.g., conventional, bifacial) on energy production and performance in a real-world setting, contributing to research and development in the solar industry.