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@@ -270,13 +270,10 @@ To inquire about licensing or customized dataset sourcing, contact:
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  If you find the data useful, please cite:
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  ```bibtex
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- @misc{abdoli2025peerranked,
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  title={Peer-Ranked Precision: Creating a Foundational Dataset for Fine-Tuning Vision Models from GuruShots' Annotated Imagery},
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  author={Sajjad Abdoli and Freeman Lewin and Gediminas Vasiliauskas and Fabian Schonholz},
 
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  year={2025},
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- eprint={2506.05673},
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- archivePrefix={arXiv},
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- primaryClass={cs.CV},
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- url={https://arxiv.org/abs/2506.05673}
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  }
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  ```
 
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  If you find the data useful, please cite:
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  ```bibtex
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+ @article{abdoli2025peerranked,
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  title={Peer-Ranked Precision: Creating a Foundational Dataset for Fine-Tuning Vision Models from GuruShots' Annotated Imagery},
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  author={Sajjad Abdoli and Freeman Lewin and Gediminas Vasiliauskas and Fabian Schonholz},
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+ journal={arXiv preprint arXiv:2506.05673},
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  year={2025},
 
 
 
 
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  }
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  ```