The code repository for "Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding" (link)
To cite:
@inproceedings{wang2020urban2vec,
title={Urban2vec: Incorporating street view imagery and pois for multi-modal urban neighborhood embedding},
author={Wang, Zhecheng and Li, Haoyuan and Rajagopal, Ram},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={34},
number={01},
pages={1013--1020},
year={2020}
}
The training consists of two steps. (1) Training street view image embedding. The code can be found in urban2vec_step1. (2) Incorporating POI information. The code can be found in urban2vec_step2.