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Solo project. From an address to as 3D files of the house, or a square of any size that include the house. Using lidar files from the whole Wallonia.(Belgium)

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3D Houses

The purpose of this code is : Starting with only an address, get a basic 3D of the house.

Map

Map

Who

This is a solo project

Objectives

  • Searching for adapted libraries
  • Learning to use unexpected libraries
  • Working with a new kind of datas (raster datas)
  • Using Pandas, Numpy and Matplotlib

Personnal additions

  • Analyzing some of the raster's datas
  • Showing some Hillshades and how it works (colors and azimut of the sun)

When

  • Start : 07/10/2020
  • Break : 16/10/2020 - 25/10/2020
  • Deadline: 01/11/2020

Where

All the work done was made during the BeCode's AI's formation 2020-2021.

Preview

Input

Input

Map

Map (Olne)

Showing DSM (raster datas)

DSM (Notre-Dame College of Basse-Wavre)

Dataframe

DataFrame

Points Cloud

Points Cloud (Collegiate Church of Saint Waudru)

3D

3D (Namur's Citadel) 3D (Bouillon Castle)

BONUS : Hillshade

Hillshade(Notre-Dame College of Basse-Wavre)

Limitations

The raster datas are from 2014, and the cadastre is from 2020, meaning that if your input is a building from after 2014 but before 2020, there'll be a polygon for the building, but there won't be any building showing in the 3D.

Progress

Finished

About

Solo project. From an address to as 3D files of the house, or a square of any size that include the house. Using lidar files from the whole Wallonia.(Belgium)

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