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ViDi Defect Detection

With the ViDi red tool in its supervised mode and the ViDi green, the automated detection & classification of defects is now extremely simple.

Cognex ViDiCHALLENGES IN AUTOMATIC DETECTION

  • Typical defects like hits, scratches or stains are often hardly discernible at the early production stages because of the parts’ rough and strongly textured surfaces.
  • Normal variations and non-significant anomalies in the material need to be tolerated.
  • Stains & hits often manifest themselves by a local change in contrast caused by non-uniform lighting.

The software algorithm trains itself on a representative set of annotated images as well as known good samples. The learning system automatically incorporates contextual information in order to form a reliable model of the part’s shape and texture. As a consequence, difficult to discern defects can be detected as in the sample to the right: the hits and scratches are considered as anomalies because they have a textured area that deviates from the expected average local surface aspects and tolerable deviations.

 

 

In-Sight ViDi Read Tool

In-Sight ViDi Read applications

The In-Sight ViDi Read tool deciphers badly deformed, skewed, and poorly etched codes using optical character recognition (OCR). It works right out of the box, dramatically reducing development time, thanks to the deep learning pretrained font library. Simply define the region of interest and set the character size. In situations where new characters are introduced, without vision expertise, this robust tool can be retrained to read application-specific codes that traditional OCR tools are not able to decode.

 

In-Sight ViDi Check Tool

In-Sight ViDi Check applications

The In-Sight ViDi Check tool uses artificial intelligence to reliably detect complex features and objects and verifies parts and kits are assembled correctly based on their location within a pre-defined layout. It can be trained to create an extensive library of components, which can be located in the image even if they appear at different angles or vary in size.

 

In-Sight ViDi Detect Tool

In-Sight ViDi Detect applications

The In-Sight ViDi Detect tool is ideal for finding anomalies on complex parts and surfaces, even in situations where defects can be unpredictable in their appearance. It learns from images of good parts in order to identify defective parts. This allows the tool to detect a wide range of defects that do not need to be pre-defined at the time of training.

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