Automatic Printing Vision Preform Inspection System Machine With Deep Learning

Automatic Effective 5 Cameras Printing Vision Inspection Machine with Deep Learning

Many packaging containers have printed labels, and there are various forms of label printing, including overprinting, screen printing, and hot stamping. The shape of printed labels can be flat or curved, and different printing processes can cause different printing quality problems, such as missing labels, misaligned labels, wrinkled labels, blurry printing, ink splashes, and other appearance defects. Our printing vision inspection machine can perfectly achieve this by selecting and removing unqualified printed labels online.

• The Latest advanced AI algorithm
• Modularization embedded processing unit
• Surging computing power NPU chip
• Cloud platform for remote operation&maintenance
• Self-developed hardware and software system
• High compatibility with various product kinds

  Inspection Theory

  Printing vision inspection machine is a full automatic equipment for in-molding label product appearance defect detection, the standard configuration is 10 industrial cameras for the full area inspection. The inspected product is stably and orderly transmitted to a specific workstation through a material handling (feeding) device, and the high pixel sample images captured are transmitted to image processing software through customized Led light sources and industrial cameras.
  The latest AI algorithms are analyzed and compared, and the system automatically determines “NG” and “OK” products. The corresponding pneumatic components are controlled to reject the defective products online, and the good products are counted and packaged directly, or transferred to the next production stage.
  The software will open up sample comparison standards, and production personnel at the customer’s site can control the comparison accuracy, select the most suitable accuracy standard for their own production situation, and thus control the defect rate.

  Main characters

  • The Latest advanced AI algorithm
  • Modularization embedded processing unit
  • Surging computing power NPU chip
  • Cloud platform for remote operation&maintenance
  • Self-developed hardware and software system
  • High compatibility with various product kinds

  Inspection Defect Type

  The fully automatic printing vision inspection machine can perform full areas comprehensive inspection on the appearance defects of IML products, the conventional defect include black spot, crack, thread, flash, short shot, deformation, etc.