The invention relates to the technical field of
black carp culture, and particularly discloses an AI
identification system for
black carp culture operation, which is used for solving the problem that an existing
fishery culture feed distribution device is difficult to carry out accurate suspension and
diffusion feeding of feed aiming at middle-layer and bottom-layer gathering behaviors preferred by black carps. The problems of feeding blind areas, low feed
utilization rate and frequent manual intervention caused by lack of real-time intelligent identification and closed-loop regulation and control based on fish school distribution, feeding dynamics and environmental disturbance are solved; comprising a
fishery breeding feed distribution device, a multi-
source data acquisition module, a fish school detection module, a feedback correction module, an AI identification module, a bait field generation module and an
execution control module. According to the method, fish school distribution and multi-source
time sequence data are deeply fused through cross-
modal diagram
convolution, an adversarial sound-light-bubble bait field is generated, nonlinear
resonance feeding and closed-loop feedback correction are applied, middle-layer suspension uniform distribution of black carps is achieved, and the feed
hit rate and
utilization rate are efficiently increased.