Visual inspection is a part of production sectors crucial to long-term outcomes. The product could suffer a prolonged history of improvisations and after-sales services even with one unobserved anomaly. Therefore, the manufacturing sectors are deploying ultra-high-definition image processors for deeply visualizing any product's defective parts, especially for the production processes.
However, despite this blind investment on such a vast scale, room for uncertainty remains. The human eye can perceive only within some limits and can repeat the same errors. On the other hand, machines don’t repeat mistakes once they are taught. With advanced computer vision, image recognition, processing capabilities, and AI augmentation, devices' defects can now be caught at too early stages.