Distilling Vision-Language Models for On-Device Fire Understanding

Mohammad Kazzazi, Zixuan Liu, Siavash Khajavi

Vision-language models (VLMs) offer a promising alternative to conventional fire detection systems by reasoning about the semantic context of a scene and thus reducing false alarms…