The Use of AI in Industrial Application Inspection

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From small drones for retail sales to larger maritime vessels for public safety uses, specification requirements for manufacturers of unmanned systems vary as widely by the types of systems being made, materials and methods employed, and the sites of production.
 
TeledyneDALSA, part of the Teledyne Imaging Group, is a leading provider of technologies for industrial growth markets, and understands the challenges US manufacturers face and offers solutions enabled by artificial intelligence (AI) and machine learning (ML) to meet these needs throughout the full manufacturing workflow.
 
The unmanned systems industry understands that the full potential of this technology will only be realized through assured autonomy, which will transform the future of business and the economy. Just as advanced AI and ML capabilities are critical in the autonomous revolution, these technologies are also driving a transformation in industrial manufacturing.
 
In a new whitepaper, Teledyne DALSA explores how AI can be implemented to improve efficiency and quality in industrial inspections. As the whitepaper explains, AI integration is particularly useful in completing tasks that are difficult to achieve with traditional image processing methods. One example is the inspection of scratches on complex or textured surfaces like metal screws.
 
New methods for training deep learning algorithms means that AI excels at detecting anomalies which were previously difficult for traditional algorithms to identify. The advanced algorithms available today are able to quickly inspect objects and differentiate between products that are faulty and those that meet specifications.
 
Teledyne DALSA has integrated these advanced AI capabilities in all its solutions, including those for aerospace and defense, factory automation, and marine systems. And given that AI and ML systems are more flexible and user-friendly than ever before, these full-spectrum solutions enable manufacturers of unmanned systems to easily incorporate data-driven insights to maintain high production quality and harness the full power of the AI revolution.
 
For more information, visit Teledyne DALSA's website at www.teledynedalsa.com.