2 papers
cs.CV2020
Incorporating planning intelligence into deep learning: A planning support tool for street network design
Zhou Fang, Ying Jin, Tianren Yang
Deep learning applications in shaping ad hoc planning proposals are limited by the difficulty in integrating professional knowledge about cities with artificial intelligence. We pr…
cs.CV2020
DeepStreet: A deep learning powered urban street network generation module
Zhou Fang, Tianren Yang, Ying Jin
In countries experiencing unprecedented waves of urbanization, there is a need for rapid and high quality urban street design. Our study presents a novel deep learning powered appr…