The LEM-IVS800 Fishery Camera product, developed and manufactured by integrating cutting-edge visual mechanisms with deep learning technologies, has achieved a complete series of mature frontier technologies. These encompass the entire aquaculture process from fish fry release (including target fish detection with quantity assessment, activity monitoring, and abnormal behavior analysis), feeding and cultivation (target fish detection with size measurement, swimming speed tracking, and health evaluation), to adult fish harvesting and waterway transportation (target fish detection with dimensional analysis and health assessment during aquatic transfers). This innovation-driven solution leads the industry in accelerating intelligent transformation, information integration, and digital advancement throughout fishery operations.