FPCs offer significant advantages over rigid PCBs but face production challenges, necessitating rigorous testing. Existing defect detection methods are insufficient, requiring higher accuracy due to unique FPC characteristics, such as deformation-prone templates and reflective surfaces, making manual inspection costly and inefficient.