Patent ID: 11868442
Assignee: DELL PRODUCTS L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. An Information Handling System (IHS), comprising:
a processing system; and
a memory system that is coupled to the processing system and that includes instructions that, when executed by the processing system, cause the processing system to provide a board damage classification engine that includes:
a Convolutional Neural Network (CNN) sub-engine that is configured to:
receive a board digital image of a board;
analyze the board digital image to identify board features; and
determine a board feature damage classification for at least one of the board features identified in the board digital image; and

a Graph Convolutional Network (GCN) sub-engine that is configured to:
receive a board feature graph that was generated using the board digital image and that includes a plurality of nodes that correspond to the board features in the board digital image; and
define at least one relationship between the plurality of nodes included in the board feature graph,

wherein the board damage classification engine is configured to:
utilize the board feature damage classification determined by the CNN sub-engine and the at least one relationship defined by the GCN sub-engine to generate a board damage classification that includes a damage probability for at least one of the board features in the board digital image; and
provide the board damage classification for display.