The invention provides a health care product
package integrity detection method based on cooperative efficiency and intelligent detection. The method comprises the following steps: S1, detecting time-space synchronization and hardware module calibration of a
system; s2, collecting whole-
domain space-time synchronous data of health care product packaging; s3, packaging sample feature preliminary screening and suspected
sample extraction; s4, performing spatial visual three-dimensional
point cloud accurate reconstruction on the suspected sample; s5, carrying out fusion mapping on the multi-
modal sensor data and the three-dimensional
point cloud model; s6, defect feature accurate identification and feature gradient feedback; s7, defect grade judgment and full-dimension cross check are carried out; s8, performing incremental training and full-process
algorithm optimization on the detection model; and S9, carrying out
production line cooperative execution and full-process feedback of a detection result. Through multi-
algorithm two-way closed-loop fusion and full-process cooperation, the accuracy and reliability of
package defect identification are improved, the real-time detection requirements of an industrial
production line are met, meanwhile, full tracing of detection data and
continuous optimization of
detection performance are achieved, and the health care product
package quality is guaranteed.