Our fully structured camera based on multi-spectral image fusion and deep learning algorithm supports AI scenario self-adaption, detection of coexistence of motor vehicles, non-motor vehicles and pedestrians on a road, and recognition of the license plates, types, colors, master brands, sub-brands and car model of vehicles. It is widely used at the entrances and exits of roads in cities or between cities, etc.