yashgyy/deep_ist_i

DeepIST

DeepIST aims to predict the travel time of a given path (i.e., a sequence of road segments) in a road network. Please refer the paper here.

• images here
• training file here

Download the Images and the training file and put it into the same folder as the code

Write [python main.py porto_training.txt] in console

MAKE SURE YOU RUN THE FILE IN SERVER HAVING ACCESS TO GOOD MEMORY, HDD AND GTX CPU WITH CUDA INSTALLED

Citing

If you find DeepIST useful for your research, please cite the following paper:

@inproceedings{fu2019deepist,
    title={DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time Estimation},
    author={Fu, Tao-yang and Lee, Wang-Chien},
    booktitle={Proceedings of the 28th ACM International Conference on Information and Knowledge Management},
    pages={69--78},
    year={2019},
    organization={ACM}
}

Miscellaneous

Please send any questions you might have about the code and/or the algorithm to [email protected] or [email protected].