Generative AI for Fire Safety

In the field of fire safety, Generative AI presents promising opportunities to enhance prevention, response, and recovery efforts. In this chapter, we explore the potential applications of Generative AI in fire safety. Generative AI benefits the fire safety field in applications including fires simulation and emergency response training, predictive analytics for fire detection and prediction, evacuation planning and optimization, firefighting robotics, and post-fire reconstruction as well as fire investigation. In this chapter, we provided details of two empirical vision-based examples of employing Generative AI for fire safety applications. These examples show how powerful solutions Generative AI models could be for cases where data shortages have been a hurdle for the advancement of AI for fire safety. With all benefits that Generative AI provides us, careful testing, adherence to safety standards, and collaboration between AI experts and fire safety professionals are crucial to ensure the responsible and effective implementation of Generative AI in the context of fire safety.