Solution Film welding inspection automation solution

Target	Various packaging lines
Challenges addresses by this solution	Difficulty in distinguishing between defects such as wrinkles in film sealing High burden of system modifications when unexpected errors occur

Machine learning identifies subtle differences with high accuracy

It is challenging to distinguish between wrinkles and poor adhesion in film during the sealing process. This solution addresses these issues for film bags used in packaging snacks and medicines.
By utilizing Deep Learning, it automates the inspection of defects and wrinkles in film sealing and small bags.

Example of system configuration

Technical Features

High-Precision Visual Inspection System that Responds to Unexpected Errors

Achieves high-precision inspections by utilizing Deep Learning
Easily adapts to additional training for defects that were previously unpredictable during equipment manufacturing

Example: A transparent sealing film is attached to a transparent container. Laser illumination is applied to the cut edge to detect sealing defects.