As capacitor quality demands rise, diverse models and subtle defects challenge manual and traditional algorithm-based inspection. Low efficiency and missed low-contrast flaws drive manufacturers to adopt AI-based inspection, ensuring higher accuracy, speed, and adaptability to meet modern electronics industry standards.