Deep learning tools inspect food and organic products

摘要

Traditional rule-based machine learning inspection systems work well for many industrial automation applications Drawing tools are used to highlight cracks on chicken eggs and create training images for deep learning feature detection tools. because the parts being inspected are meant to be uniform in dimension and the requirements for a pass result are therefore relatively easy to program. For applications like feature detection, packaging completeness without predetermined object positions, or foreign body detection with a very large number of objects in each image, however, traditional machine vision may not have the potential to produce reliable, repeatable results.