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}
}