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README.md
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---
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QCAI-HumAI-DisplacementMonitoring hosts datasets, models, and tools developed for AI-assisted displacement monitoring using satellite imagery. The resources support vehicle detection, geospatial analysis, and humanitarian applications, including the VME and CDSI datasets and associated training and inference models.
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## Repositories:
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[VME, CDSI dataset & benchmark](https://github.com/nalemadi/VME_CDSI_dataset_benchmark)
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[Syria-IDP-Car-Counts](https://github.com/nalemadi/Syria-IDP-Car-Counts)
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## Our Papers:
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```
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@article{al-emadi_vme_2025,
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title = {{VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond}},
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volume = {12},
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issn = {2052-4463},
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url = {https://doi.org/10.1038/s41597-025-04567-y},
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doi = {10.1038/s41597-025-04567-y},
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pages = {500},
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number = {1},
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journal = {Scientific Data},
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author = {Al-Emadi, Noora and Weber, Ingmar and Yang, Yin and Ofli, Ferda},
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date = {2025-03-25},
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publisher={Spring Nature},
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year={2025}
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}
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```
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```
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@article{al2025ai,
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title={AI-Driven Disaster Response and Displacement Monitoring},
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author={Al-Emadi, Noora and Imran, Muhammad and Yang, Yin and Weber, Ingmar and Lashi, Fabjan and Rigodanza, Gaia and Haj{\v{z}}manov{\'a}, Ivana and Ofli, Ferda},
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journal={Communications of the ACM},
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volume={68},
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number={10},
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pages={66--71},
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year={2025},
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publisher={ACM New York, NY, USA}
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}
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```
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