Machine vision in automotive is often associated with advanced systems capable of automatically detecting any defect. However, this perception oversimplifies a technology that, when properly applied, can be extremely powerful, but also requires a rigorous approach. Understanding what machine vision really is, and what it is not, is essential before considering its implementation in a…
The automation of visual verification can become a turning point in a plant’s performance. However, it can also lead to frustration if approached without a proper technical and strategic plan. In many industrial projects, the problem is not the technology itself, but the way in which the decision is made to implement it. Automating a…
The automation of parts inspection is one of the most significant decisions in the evolution of automotive quality control. However, it is not always the right answer, nor at any point in the production cycle. Automating due to competitive pressure or technological trends often leads to oversized or poorly integrated solutions. The question is not…