MMHHRR / Restorative_Quality

Restorative_Quality

the following paper: Assessment of attention restoration quality on a college campus: A machine learning-based approach. we propose a machine learning (ML)-based method for high-resolution, large-scale assessment of the restorative qualities of campus environments using Street View Images (SVIs).

Requirements

Python 3.7
torch
pandas
Numpy

BibTeX

@article{ma2023high,
  title={High or low? Exploring the restorative effects of visual levels on campus spaces using machine learning and street view imagery},
  author={Ma, Haoran and Xu, Qing and Zhang, Yan},
  journal={Urban Forestry \& Urban Greening},
  volume={88},
  pages={128087},
  year={2023},
  publisher={Elsevier}
}