| --- |
| title: README |
| emoji: 📈 |
| colorFrom: red |
| colorTo: yellow |
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| pinned: false |
| --- |
| |
| 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. |
|
|
| ## Repositories: |
| [VME, CDSI dataset & benchmark](https://github.com/nalemadi/VME_CDSI_dataset_benchmark) |
|
|
| [Syria-IDP-Car-Counts](https://github.com/nalemadi/Syria-IDP-Car-Counts) |
|
|
| ## Our Papers: |
| ``` |
| @article{al-emadi_vme_2025, |
| title = {{VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond}}, |
| volume = {12}, |
| issn = {2052-4463}, |
| url = {https://doi.org/10.1038/s41597-025-04567-y}, |
| doi = {10.1038/s41597-025-04567-y}, |
| pages = {500}, |
| number = {1}, |
| journal = {Scientific Data}, |
| author = {Al-Emadi, Noora and Weber, Ingmar and Yang, Yin and Ofli, Ferda}, |
| date = {2025-03-25}, |
| publisher={Spring Nature}, |
| year={2025} |
| } |
| ``` |
|
|
| ``` |
| @article{al2025ai, |
| title={AI-Driven Disaster Response and Displacement Monitoring}, |
| 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}, |
| journal={Communications of the ACM}, |
| volume={68}, |
| number={10}, |
| pages={66--71}, |
| year={2025}, |
| publisher={ACM New York, NY, USA} |
| } |
| ``` |
