rplanpy

Set of python utilities to work with the RPLAN dataset from "Data-driven Interior Plan Generation for Residential Buildings" paper.

Data

This package works with the RPLAN image dataset, which consists of more than 80k floorplan images of real residential buildings, and can be obtained from the following link

Examples

Floorplan image to relation graph

Check an example converting a floorplan to a relation graph with node and edge attibutes in create_graph.py. True in an edge means there is a door in the connection between two rooms.

Citation

If you use this work please cite the original paper which collected the data.

@article{wu2019data,
  title={Data-driven interior plan generation for residential buildings},
  author={Wu, Wenming and Fu, Xiao-Ming and Tang, Rui and Wang, Yuhan and Qi, Yu-Hao and Liu, Ligang},
  journal={ACM Transactions on Graphics (TOG)},
  volume={38},
  number={6},
  pages={1--12},
  year={2019},
  publisher={ACM New York, NY, USA}
}