Deep learning pipeline for post-disaster building damage assessment from satellite imagery (xBD dataset). Combines U-Net-based building segmentation with transfer-learning damage classification (No Damage/Minor/Major/Destroyed), served via FastAPI + Docker with a Streamlit demo dashboard.
husnainalix77/disaster-damage-assessment: Deep learning pipeline for post-disaster building damage assessment from satellite imagery (xBD dataset). Combines U-Net-based building segmentation with transfer-learning damage classification (No Damage/Minor/Major/Destroyed), served via FastAPI + Docker with a Streamlit demo dashboard.
