pip install -r requiements.txt
download raw data from directory /WORLD H-H TRAJ
run /scripts/trainer.py by setting arg.preprocess_data==True for data processing.
Note: check if all of the listed directories have already been yieled; set arg.preprocess_data==False if you have already the processed data.
You can get the results as reported in the paper using our pretrained model.
You also can train from sratch by /scripts/trainer.py
@article{cheng2020exploring,
title={Exploring Dynamic Context for Multi-path Trajectory Prediction},
author={Cheng, Hao and Liao, Wentong and Tang, Xuejiao and Yang, Michael Ying and Sester, Monika and Rosenhahn, Bodo},
journal={arXiv preprint arXiV:2010.16267},
year={2020}
}