The invention discloses an optical cable intelligent
label full life cycle management method and
system, and the method comprises the steps: extracting structured data through an
XML analysis engine based on a configuration file, carrying out the semantic analysis of an unstructured text, carrying out the regression quantification of text features through combining symbol quantiles, and constructing a
knowledge graph; according to the
knowledge graph, dynamically adjusting the character size, the two-dimensional code position and the error-tolerant rate by adopting a
generative adversarial network technology according to the optical cable type and the pasting scene, and generating optical cable intelligent labels adaptive to different scenes; collecting a
label image, and converting the
label image into structured label identification data including an optical cable type, a connection relation and a transmission
signal type by adopting a
computer vision technology; the identification data and the
knowledge graph are compared, consistency is checked, potential abnormity is analyzed, influences are evaluated, and graded early warning is generated; a micro-service architecture
system is constructed,
data analysis, AI generation, an intelligent recognition engine and knowledge graph service are integrated, and full-life-cycle management is achieved. The intelligent level of full-life-cycle management of the optical cable label is improved.