Automated sensory inspection has been a challenge for automation for years
Automation inspections are introduced to find scratches and dents on products, but these may overlook unexpected defects or recognize light stains as defects and over detect defective products.
Over detection leads to secondary human inspections as well as overlooked products escape to post-processes decreasing yields.
The introduction to automated sensory inspections takes time, resources, and expertise. Omron solves these issues through its vision sensors using Artificial Intelligence (AI) technologies.
The FH Vision System Series reproduces human sensibility and experience with AI technology. The FH Vision System Series has an inspection algorithm using AI or AI Fine Matching installed. AI Fine Matching detects only the features not found on good products as defects. Training with images of various good products builds an AI model that helps automate inspection processes. The more the various good images you provide, the better the inspection accuracy. In this way, the AI model learns about variation in the shape and color of good products. An AI model misses no tiny scratch or dent.
The AI Fine Matching enables streamlining the inspection flow and reduces the number of inspections preventing overdetection and wasteful secondary inspections. AI Fine Matching improves yields by preventing the overlook of defective products that escape to post-processes.
Learn more about FH Vision System Series: https://industrial.omron.eu/en/products/fh-fz5-vision-controller
Omron's FH vision system helps improve efficiency and quality in production lines
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