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AI-Supported Analysis of Residential Rooftop Solar Panels in EPSCoR Jurisdictions

Apoorva Bisht, Porfirio Rios Calvo, Shi Yin Hong, Sahibzada Abubakar Qasim, Lukas Vaughan

Residential Building Identification: Pipelines to display/filter/modify geoJson files and retrieve residential building images from the Google API.

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Classification + Segmentation: Models, dataset, and auxiliary tools to support solar panel classification and segmentation.

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Analysis: Implementation to support sociodemographic analysis with solar panels distribution.

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Usecases

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Requirements

All codes are automatically executable via Jupyter notebooks or on Google CoLab. No local installation is necessary unless given specific instruction.

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