In order to overcome the error alarming and unintelligence of the automatic optical inspection(AOI) system for the solder joint inspection, a new inspecting method based on neural network is proposed.

The precision and reliability of the attitude signal inspection system of subsea optical fibre plough is introduced and the method to solve the reliability problem of this system is emphasized.