Repository for Event Stream-based Object Detection

🎯 Update Logs

• [2025.02.27] [MvHeat-DET] is accepted by CVPR 2025!

• [Dec-10-2024] EvDET200K and MvHeat-DET Detection Algorithm is released on [arXiv:2412.06647]

🎯 Benchmark Datasets

• [EvDET200K] ：Baidu Netdisk

• [Gen1] : https://prophesee-prod.euregion.site/2020/01/24/prophesee-gen1-automotive-detection-dataset/

• [1Mpx] : https://prophesee-prod.euregion.site/2020/11/24/automotive-megapixel-event-based-dataset/

🎯 Works Maintained in this Github

• [CVPR 2025] Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset, Xiao Wang, Yu Jin, Wentao Wu, Wei Zhang, Lin Zhu, Bo Jiang, Yonghong Tian [Paper]

EvDET200K_demovideo.mp4

🎯 Citation

If you think our work helps your research, please give us a star and cite the following papers.

@misc{wang2024EvDET200K,
      title={Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset}, 
      author={Xiao Wang and Yu Jin and Wentao Wu and Wei Zhang and Lin Zhu and Bo Jiang and Yonghong Tian},
      year={2024},
      eprint={2412.06647},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2412.06647}, 
}

If you have any questions about these works, please feel free to leave an issue.