The fiberglass yarn ball appearance defect detection system uses machine vision technology to continuously and in real time detect various oil stains on the upper and lower surfaces of the yarn ball, as well as various colored foreign objects mixed in during the production process.

Function:

1. Target of inspection: Top and bottom of yarn balls, with adhesive film and heat shrink film, and yarn balls of various radii;
2. This system can detect various black or light black oil stains, charred yarn clumps produced during the heat shrinking process, and colored foreign objects such as yellow and red.
3. Employing artificial intelligence algorithms and neural network algorithms with complete independent intellectual property rights, the algorithm can automatically adjust to detect foreign objects and defects with excellent performance, depending on the size of the plastic film, the attenuation of the light source, or the replacement of the light source.
4. When a defect is detected, the machine can stop and sound an alarm (an rejection mechanism can also be added as needed), and automatically save the time and image of the defect to the database, enabling the statistical analysis of defects and specific times.