Search Results for author: Tianren Yang

Found 2 papers, 0 papers with code

Incorporating planning intelligence into deep learning: A planning support tool for street network design

no code implementations9 Oct 2020 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.

DeepStreet: A deep learning powered urban street network generation module

no code implementations9 Oct 2020 Zhou Fang, Tianren Yang, Ying Jin

Specifically, the CNN is firstly trained to detect, recognize and capture the local features as well as the patterns of the existing street network sourced from the OpenStreetMap.

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