infini-satellite

byDarshan Daivadnya

Title: Multi-Modal Disaster Damage Assessment from Satellite and Social Media Data Description: Build a system that fuses satellite imagery and geotagged social media posts to generate a unified, prioritized damage severity map. Satellite imagery provides spatial coverage while social media posts contribute real-time human observations, and a dual-modality pipeline combines both to guide early resource deployment decisions. Domain: Disaster Response / Humanitarian Aid Expected Outcome: A working prototype that ingests both image patches and geotagged text, produces a severity score per area segment, and visualizes results as a layered damage map. Evaluation should include ablation results showing the individual and combined contribution of each modality.develop an responsive end to end working model in real time