HARDWARE-SOFTWARE COMPLEX FOR CLASSIFICATION, DETECTION OF DEFECTS, AND FLAWS IN INDUSTRIAL PARTS

SKU0054
DESCRIPTION

The part classification complex, based on computer vision algorithms, allows the automatic determination of the part type, part number, defects, and characteristics (area, dimensions), as well as the identification of defective parts. A photograph of the part is used as the input for the system. The result is presented as a classification of the part. The hardware-software complex enables the addition of new part types for classification (introducing new product catalogs into the system) and has the capability to generate data for label printers. The system achieves an accuracy of 99.9%.

ADVANTAGES OF THE DEVELOPMENT

  • Allows classification of any parts and objects, defect detection, and geometric dimension recognition
  • Works with standard IP cameras, which can be selected individually
  • Quick system tuning (retraining) for new part types without the involvement of developers
  • Simple and user-friendly interface (web/desktop)
  • Integration capability with the customer’s internal infrastructure for automating control of various devices

CHARACTERISTICS

  • IP cameras
  • Computing server/computer for analysis and output of results
  • Software “Part Classification System”
  • Lighting, specialized surface (optional)

APPLICATION AREAS

  • Industry
  • Processing
  • Machine Engineering