Industrial-Grade AI

Production environments often come with strict requirements that shall be met in any case. AI based systems, however, often fall short when it comes to transparency, robustness, reliability, and similar properties. We investigate how to enhance AI-based solutions to make them Industrial-Grade – so that Artificial Intelligence can unlock its full potential for production and manufacturing.

We are already driving various topics forward: With our project for Automatic Brake Classifier with Deep Learning and TM-NPU, images of the respective brake pads are captured and analyzed thanks to a neural network. In this way, a quality indicator for the classification can be created, which conventional camera vision systems have not been able to do so far due to the irregularity of the copper particles on the pads.

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Industrial-grade AI