Multilayered aseptic material which guarantees the extended shelf life of liquid foods is turned into an
impermeable package by folding packaging machines. Some problems in the machines causes the packages
to lose the impermeability property and therefore lead to deterioration of the liquid food. The leak
test, which was performed to determine the problem, has been carried out by expert employees. The control
process has steps of random selection of the liquid food packages, the opening of it properly, and
observing the distribution of the injected ink in the seams by human eye. It is known that this control
can cause serious material damage due to the human-based errors. With this study, it was aimed to perform
the leak test of seams in multilayered aseptic packages by using a combination of the image processing
and classification techniques. Through the data obtained from a real production environment,
the experiments were performed and the results were evaluated. As a result, it can be said that the study
has a distinctive feature as being the first in its field with its promising results.