Industry Trends & Innovation
Thought leadership and forward-looking articles on AI-powered machine vision, hyperspectral imaging, collaborative robots and market trends.
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Hyperspectral and Multispectral Imaging: The New Frontier in Industrial Quality Control
Hyperspectral and multispectral imaging see beyond what conventional monochrome or colour cameras can detect, revealing composition, contamination and material properties invisible to standard vision systems. See the state of the art and where it is heading.
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Lighting for Collaborative Robot Vision: Cobot Integration Considerations
Collaborative robots are reshaping flexible manufacturing, and vision-guided cobots depend on lighting that is safe, compact, flexible and easy to integrate. Learn the specific lighting requirements for cobot vision cells and how to meet them.
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Machine Vision Market Trends 2025–2030: The Forces Driving Industrial Inspection Growth
The global machine vision market is forecast to top $18 billion by 2030. What is driving this growth? Explore the key trends: AI adoption, manufacturing localisation, e-commerce automation, sustainability, and the rise of smart factories.
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AI-Powered Machine Vision: How Deep Learning Reshapes Inspection Lighting Requirements
Deep learning is reshaping industrial inspection, yet AI-based machine vision still leans on consistent, well-designed illumination. See how neural networks change lighting requirements, why dataset quality starts with the light source, and what AI-ready illumination means in practice.