A built-in high-performance processor, AI computing chip, and spectral sensor, combined with a technology that integrates multiple algorithmic approaches such as video graphics and spectral physical perception AI intelligent algorithm models, enables comprehensive, intelligent, multi-level networked monitoring and warning for various fire conditions. It can provide ultra-early fire warning and alarm, as well as remote visual verification of fire incidents on site.