Image Dataset for driving scene classification
This repository contains 4 different datasets.
- Crash likelihood classification
- Road function classification (i.e. interstate, local, etc.)
- Weather classification
- Time of the day classification
Download
- Download the datasets from: download
The below figure contains some examples from crash dataset.
Below figure are some examples from road function dataset.
Citation
If you use this repository, please cite the following paper:
@article{karim2021system,
title={A system of vision sensor based deep neural networks for complex driving scene analysis in support of crash risk assessment and prevention},
author={Karim, Muhammad Monjurul and Li, Yu and Qin, Ruwen and Yin, Zhaozheng},
journal={arXiv preprint arXiv:2106.10319},
year={2021}
}