Update README.md

README.md

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----
-license: apache-2.0
----
+---
+license: cc-by-4.0
+task_categories:
+- low-light crack segmentation
+language:
+- en
+tags:
+- low-light
+- crack segmentation
+- benchmark
+size_categories:
+- 0.1K<n<1K
+pretty_name: LCSD
+---
+
+# LCSD: Low-light Crack Segmentation Dataset
+
+[ICRA 2024] CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections.
+
+## Related Resources
+
+- **Code repository**: https://github.com/zyaocoder/CrackNex
+- **Paper (arXiv)**: https://arxiv.org/abs/2403.03063
+
+## Dataset Overview
+
+- **102 images** well-illuminated crack images as training set
+- **41 images** 41 low-light crack images as test set
+
+## Citation
+
+If you use this dataset, please cite:
+
+```bibtex
+@inproceedings{yao2024cracknex,
+  title={Cracknex: a few-shot low-light crack segmentation model based on retinex theory for uav inspections},
+  author={Yao, Zhen and Xu, Jiawei and Hou, Shuhang and Chuah, Mooi Choo},
+  booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA)},
+  pages={11155--11162},
+  year={2024},
+  organization={IEEE}
+}
+```
+
+---