Systems and methods for ai-based wiring inspection

A wiring inspection system, comprising:

• a crimping machine configured to strip, seal, and crimp wires;
• at least one camera;
• memory storing one or more neural networks;
• and
• processing circuitry configured to:
• use the at least one camera to record at least one image of an end region of a wire after the end region of the wire has been processed by at least one processing stage of the crimping machine;
• utilize the one or more neural networks to perform an analysis of the at least one image and determine, based on the analysis, whether the end region of the wire exhibits one or more defects;
• and
• based on the analysis indicating that the end region of the wire exhibits the one or more defects, perform a remedial action comprising provision of a defect notification or transmission of an instruction to the crimping machine to adjust its operation.