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height-estimation

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This project aims to estimate building's height on historical maps based on the building's characteristics in the present time. Random forest regression are used to estimate the building's height, and the result will be visualized into 3D City Model Visualization that could be used for further spatial analysis.

  • Updated Oct 7, 2021
  • Jupyter Notebook

Preprocessed and split version of the SSBH remote sensing dataset for building height estimation, including RGB composites, height maps, and building masks with train/valid/test manifests and ready-to-train scripts.

  • Updated Sep 24, 2025
  • Jupyter Notebook

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