MONITRS provides roughly 10,000 FEMA disaster events with temporal Sentinel-2 imagery, news-derived captions, and QA pairs; fine-tuning TEOChat on it raises event classification accuracy from about 50% to about 89%.
Automated building damage assessment and large-scale mapping by integrating satellite imagery, gis, and deep learning
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MONITRS: Multimodal Observations of Natural Incidents Through Remote Sensing
MONITRS provides roughly 10,000 FEMA disaster events with temporal Sentinel-2 imagery, news-derived captions, and QA pairs; fine-tuning TEOChat on it raises event classification accuracy from about 50% to about 89%.