Real-time identification of buildings and floods using YOLOv8 & PyTorch models for rapid damage assessment.
Predictive modeling with XGBoost & LSTM to forecast recovery speed and spatial loss clusters.
Standardized interfaces for developers to access resilience scores and geospatial research data.