AIBullisharXiv – CS AI · 5h ago6/10
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WildfireVLM: AI-powered Analysis for Early Wildfire Detection and Risk Assessment Using Satellite Imagery
WildfireVLM is an AI framework combining satellite imagery analysis with large language models to detect wildfires and assess disaster risk in real-time. The system uses YOLOv12 for fire detection across Landsat and GOES-16 imagery, then applies multimodal LLMs to generate contextualized risk assessments and response recommendations, with code and datasets publicly available.