yty20 / urban-visual-intelligence

Code Replication for street view study

Urban Visual Intelligence

This is code accompanying the publication:

Fan, Z., Zhang, F., Loo, B.P.Y., Ratti, C. (2023) Urban Visual Intelligence: Uncovering Hidden City Profiles with Street View Images. PNAS xxx (under review)

Instructions

To replicate the result, please

• Fork the repo

gh repo clone brookefzy/urban-visual-intelligence
cd urban-visual-intelligence

• Create an environment (python=3.8)
• Install packages with pip

pip install -r requirements.txt

• Create a folder data inside the repo folder, and download data from here OR use the command line below:

mkdir data
cd data
wget --no-check-certificate 'https://docs.google.com/uc?export=download&id=1s6xQlggQ6ZnXoMBtIt8gO4hhzRUDqg4t' -O allparameters_ct.csv
wget --no-check-certificate 'https://docs.google.com/uc?export=download&id=1VtpHQOZxjz01KwGrdII_GedtzSfzI0w5' -O allparameters.csv