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Quality control in industrial food manufacturing can be reliably performed with computer vision systems that operate at high speed. However, most of these inspection stations need to be tuned manually and only perform well on a specific product. This research integrates machine learning techniques in the process to automate the initial tuning of real-time vision-based inspection systems for bakery...
Many intelligent learning methods have been successfully applied in the gearbox fault diagnosis. Self-organizing map (SOM) is one of such learning methods which have been used effectively as it preserves the topological relationships of the data. A novel distance preserving SOM is investigated in mechanical fault diagnosis, and a LDA-DPSOM (linear discrimination analysis and distance preserving SOM)...
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