The invention discloses ship component
assembly detection equipment,
system and method based on
artificial intelligence. The
system comprises a main control module, an image and
data display module, a detection item management module, a model
algorithm management module and a detection
algorithm training platform. The method comprises the following steps: constructing a standard
data set, a
standard data model and a training
data set of ship components, finely adjusting a
data model of a to-be-detected ship component, forming a
data set of the to-be-detected ship component, constructing a vector
database, adjusting and optimizing an
artificial intelligence detection
algorithm model, and selecting a new detection item of the to-be-detected ship component. And matching the
artificial intelligence detection algorithm model, outputting a detection result, and carrying out quality classification on the to-be-detected ship component according to technical index requirements. According to the invention,
machine vision detection and a detection algorithm training platform are combined, efficient tuning and reasoning of a vision detection algorithm are realized, the vision detection precision of ship products is improved, the vision detection cost is reduced, and the accuracy of a measurement result is ensured.