SMD capacitors are small in size, and it is not easy to pick and place them. To observe defects, it is necessary to observe them under microscopic tools. And because MLCCs are very fragile, the inspection process must also be very careful, which increases the difficulty of inspection.Using SolVision's Segmentation technology, the shape and location of defects on the protruding part of the electrode are learned, and an AI model is established. After the AI learns the characteristics of the defects, it can quickly detect the defects on the protruding part of the capacitor, which greatly improves the overall yield of the process.