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Landing repository for GLARE Dataset and associated files from "GLARE: A Dataset for Traffic Sign Detection in Sun Glare".

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GLARE_Dataset [Paper] [arXiv]

Landing repository for GLARE Dataset and associated files from "GLARE: A Dataset for Traffic Sign Detection in Sun Glare". The dataset and associated files are released under Creative Commons Attribution 4.0 International license.

Link to the Dataset (Stored on Google Drive).

Currently the dataset, tracks, and checkpoints files with logs have been uploaded. The folder Images contains the GLARE Dataset images and associated annotations, the folder Tracks contains video tracks, as discussed in the publication, and the folder Checkpoints contains the model checkpoint files and associated logs of the testing benchmarks. Not all the checkpoints are uploaded currently.

Citation

If you find our dataset useful, please consider citing our paper:

@ARTICLE{10197287,
  author={Gray, Nicholas and Moraes, Megan and Bian, Jiang and Wang, Alex and Tian, Allen and Wilson, Kurt and Huang, Yan and Xiong, Haoyi and Guo, Zhishan},
  journal={IEEE Transactions on Intelligent Transportation Systems}, 
  title={GLARE: A Dataset for Traffic Sign Detection in Sun Glare}, 
  year={2023},
  volume={24},
  number={11},
  pages={12323-12330},
  doi={10.1109/TITS.2023.3294411}}

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Landing repository for GLARE Dataset and associated files from "GLARE: A Dataset for Traffic Sign Detection in Sun Glare".

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