issai/CSDS_dataset

If you use the dataset/source code/pre-trained models in your research, please cite our work.

Access is currently granted for review purposes only until the official publication.

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📄 Reference and Citation

This dataset accompanies the preprint:

Ulzhan Bissarinova, Hamad Hassan Awan, Sakiru Olarewaju Olagunju, et al. CSDS: AI-Based Construction Site Detection and Segmentation tool for Satellite Images. TechRxiv. 15 October 2025. DOI: 10.36227/techrxiv.176054630.07365932/v1

If you use this code or build upon our methods, please cite the preprint. If you use or analyze the dataset directly, please also cite the dataset DOI.

📊 Dataset

The dataset used for training and evaluation is registered at DOI:
👉 [https://doi.org/10.48333/0PJD-BP65]

BibTeX citation:

@article{Bissarinova_2025,
title={CSDS: AI-Based Construction Site Detection and Segmentation tool for Satellite Images},
url={http://dx.doi.org/10.36227/techrxiv.176054630.07365932/v1},
DOI={10.36227/techrxiv.176054630.07365932/v1},
publisher={Institute of Electrical and Electronics Engineers (IEEE)},
author={Bissarinova, Ulzhan and Awan, Hamad Hassan and Olagunju, Sakiru Olarewaju and Bolatkhanov, Iskander and Turekhassim, Abylay and Varol, Huseyin Atakan and Karaca, Ferhat},
year={2025},
month=oct }

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License

📜 MIT

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Acknowledgements

This dataset was prepared by the Institute of Smart Systems and Artificial Intelligence (ISSAI) and Department of Civil and Environmental Engineering, Nazarbayev University.