Deep learning-based industrial image analysis software for inspection and classification
Cognex ViDi Suite FeaturesCognex ViDi offers the first ready-to-use deep learning-based software dedicated to industrial image analysis. Cognex ViDi Suite is a field-tested, optimized and reliable software solution based on a state-of-the-art set of algorithms in machine learning.
Cognex ViDi Suite consists of 3 different tools:
ViDi blue: Fixturing
ViDi red: Segmentation & Anomaly Detection
ViDi green: Object and Scene Classification
ViDi blue: Fixturing
ViDi blue is used to find and localize 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 localize 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 & Defect Detection
ViDi red is used to detect anomalies 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 & 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 inacceptable 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.
Solve Challenging ApplicationsCognex ViDi Suite tackles otherwise hard to program inspection & 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. Cognex ViDi Suite is:
- Human like: It outperforms the best quality inspectors
- Self-learning: No software development is required for your application
- Powerful: It tackles hard to program challenges
- Watch Textiles Inspection Tutorial
- Watch Medical Screw Inspection Tutorial
- Watch Texture Analysis Tutorial
Improve quality, reduce cost and save timeThere are significant advantages to integrating Cognex ViDi Suite deep learning image analysis into your operation:
- Machine builders broaden their inspection solutions portfolio and drastically reduce their development time, speeding up their time-to-market.
- System integrators, in addition to above-mentioned advantages, perform feasibility studies in minutes instead of days.
- End-users benefit from a cost-efficient and reliable automatic quality control which outperforms a human inspector.