The invention relates to the technical field of intelligent remote inspection, and discloses a distributed AI intelligent remote
inspection method and
system based on
edge computing, and the method comprises the steps: obtaining an inspection region set, carrying out the region sorting of the inspection region set, obtaining an ordered inspection region set, sequentially extracting an ordered inspection region from the ordered inspection region set, and storing the ordered inspection region in a
database; performing the following operations on the extracted ordered inspection areas: obtaining
electromagnetic interference intensity of the ordered inspection areas, setting an optimal inspection path, confirming the state of a lighting module, performing line inspection, obtaining a line image set, performing insulation
skin damage point identification on a corrected image, obtaining a damaged area set, and obtaining a
voltage intensity set of the damaged area set; and maintaining the damaged area to obtain a maintenance area, constructing a maintenance
database based on a maintenance area set, and completing distributed AI intelligent remote inspection based on edge calculation based on the maintenance
database. According to the invention, the efficiency and reliability of remote inspection can be improved.