USPM

These are the source codes for the USPM model and its corresponding data. Paper: Profiling Urban Streets: A Semi-Supervised Prediction Model Using Street View Imagery

Pretrain

The pretrained image model can be obtained by the following steps:

python pretrain.py

Run

For street function predction task:

python main.py --task function

For socioeconomic indicator prediction task:

python main.py --task poi