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Found 3 papers, 1 papers with code
Points for Energy Renovation (PointER): A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics
Building point clouds in new regions can be generated with the open-source code published alongside the paper.
Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data
Current methods to determine the energy efficiency of buildings require on-site visits of certified energy auditors which makes the process slow, costly, and geographically incomplete.
An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data
While photovoltaic (PV) systems are installed at an unprecedented rate, reliable information on an installation level remains scarce.
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