To evenly illuminate the bottles, a large-area LED illuminator providing diffused light was used from the existing vision system. Thanks to the use of advanced algorithms of searching for a pattern and an algorithm narrowing the field of searching for bottles, it was possible to achieve a full inspection time of 37 ms, while maintaining full accuracy of bottle detection. The selected algorithms tolerate changes in the appearance of the neck resulting from the change in the perspective of observing the bottles in the carton and the skew of the bottles. Based on the COGNEX Visio-View software, an operator panel was prepared that allows you to train bottle patterns, change detection parameters and add new production formats. The interface also allows you to simulate the operation of the vision system, making it possible to test its operation without consuming raw materials. The robot’s operation has been modified so that it can optimally retrieve bottles from new, larger-capacity packaging.
