Object Detection Computer Vision Project

Satellite Imagery

Updated 2 years ago

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Classes (4)
other-pool
other-solar-panel
pool
solar

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Description

Here are a few use cases for this project:

  1. Real Estate Valuation and Analysis: The "Object Detection" model can be used by real estate companies to automatically evaluate and analyze property features such as solar panels and pools, which can impact the property value or energy efficiency.

  2. Urban Planning and Sustainable Development: Government agencies or urban planners can utilize the model to detect and map the presence of solar panels and pools in residential areas, helping them monitor the adoption of renewable energy and the distribution of recreational facilities in the community.

  3. Energy Audits and Solar Potential Assessment: Solar installation companies can use the "Object Detection" model to identify homes or buildings with existing solar panels and estimate their solar energy production. Additionally, they can identify potential sites for new solar panel installations based on the absence of existing panels and rooftop space availability.

  4. Insurance Risk Assessment: Insurance companies can leverage the model to assess the risk associated with insuring a property based on the presence of solar panels, swimming pools, or other relevant features that might affect the coverage or claim.

  5. Maintenance and Renovation Planning: Homeowners or property management companies can use the "Object Detection" model to identify solar panels and swimming pools that require maintenance or renovation, enabling them to plan and prioritize tasks and resources efficiently.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            object-detection-qpw8m_dataset,
                            title = { Object Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Satellite Imagery },
                            howpublished = { \url{ https://universe.roboflow.com/satellite-imagery/object-detection-qpw8m } },
                            url = { https://universe.roboflow.com/satellite-imagery/object-detection-qpw8m },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-09-21 },
                            }