Industrial Vision Systems

Avoiding Pitfalls in Production Line Transformation: Five Core Issues and Solutions for Vision and PLC Communication

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Avoiding Pitfalls in Production Line Transformation: Five Core Issues and Solutions for Vision and PLC Communication

Follow our business 👇 Scan to subscribe Pitfall 1: Signal Reversal – The Basic Mistake of Turning “OK” into “NG” Over 200 defective screens flowed into the next process, with rework losses exceeding 50,000 yuan. Whether it is micron-level defect detection in 3C electronics or dimensional measurement of components in the automotive industry, the rationality … Read more

Edge AI: Six Major Challenges in Integrating Edge AI into Industrial Vision Systems

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Edge AI: Six Major Challenges in Integrating Edge AI into Industrial Vision Systems

Authors: Nebu Philips, Senior Director of Strategy and Business Development at Synaptics David Steele, Director of Innovation at Arcturus Networks Engineers face numerous challenges when developing AI-based embedded vision systems, including model selection, hardware compatibility, and dataset organization. Figure 1: A specific use case of AI-powered industrial machine vision is “production line cleaning inspection.” This … Read more