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README.md

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+If you use this dataset, please cite our paper:
+
+~~~bibtex
+@misc{kühn2026scratchsimproceduralsyntheticdata,
+      title={ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection}, 
+      author={Paul Julius Kühn and Saptarshi Neil Sinha and Tiago Kleist and Richard Hoffmann and Arjan Kuijper and Michael Weinmann},
+      year={2026},
+      eprint={2607.27065},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2607.27065}, 
+}
+~~~
 ---
 license: cc-by-4.0
 ---