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
The pretrained image model can be obtained by the following steps:
python pretrain.py
For street function predction task:
python main.py --task function
For socioeconomic indicator prediction task:
python main.py --task poi