The smart-linkage PTZ camera adopts an all-in-one design with two camera channels and high-performance GPU. Integrated with multiple deep learning algorithms for complicated scenes, it provides accurate collection of target feature data, comprehensive data analysis of multiple scenes, and all-around situational perception. The smart-linkage PTZ camera can be widely used for large areas that need high-definition monitoring and smart capture, such as intersections, T-junctions, squares, borderlines, and parks.