- Classifies objects and scenes in unpredictable and varying conditions
- Classifies visually similar, but different products while tolerating variation
- Eliminates complicated, time-consuming programming
ViDi Green-Classify Tool
Deep learning based industrial image analysis software
ViDi Suite from Cognex offers ready-to-use Deep Learning-based software dedicated to industrial image analysis
ViDi Suite is a field-tested, optimised and reliable software solution based on a state-of-the-art set of algorithms in Machine Learning.
It tackles otherwise impossible to program inspection and classification challenges. This results in a powerful, flexible and straightforward solution for countless challenging machine vision applications.
The ViDi Suite consists of three different tools:
ViDi Blue: Fixturing
ViDi blue is used to find and localise single or multiple features within an image. Be it strongly deformed characters on very noisy backgrounds (OCR) or complex objects in bulk; the blue tool can localise and identify complex features and objects by learning from annotated images.
To train the blue tool, all you need to provide are images where the targeted features are marked.
ViDi Red: Segmentation and Defect Detection
ViDi red is used to detect abnormalities and aesthetic defects. Be it scratches on a decorated surface, incomplete or improper assemblies or even weaving problems in textiles; the red tool can identify all of these and many more problems simply by learning the normal appearance of an object including its significant but tolerable variations.
ViDi red is also used to segment specific regions such as defects or other areas of interest. Be it a specific foreign material on a medical fabric or the cutting zone on lace; the red tool can identify all of these regions of interest simply by learning the varying appearance of the targeted zone.
ViDi Green: Object and Scene Classification
ViDi green is used to classify an object or a complete scene. Be it the identification of products based on their packaging, the classification of welding seams or the separation of acceptable or unacceptable defects; the green tool learns to separate different classes based on a collection of labelled images.
To train the green tool, all you need to provide are images assigned to and labelled in accordance with the different classes.
Cognex ViDi Suite tackles otherwise hard to program inspection and classification challenges.
This results in a powerful, flexible and straightforward solution for countless challenging machine vision applications. Successful applications are in the pharmaceutical, medical technology, automotive, textile, printing, logistics and watch industries.