TE3850 | TwinCAT 3 Machine Learning Creator:

A recent Beckhoff article introduces the TwinCAT 3 Machine Learning Creator. This tool auto-generates AI models from data sets, optimized for accuracy and latency, ensuring efficient operation on Beckhoff Industrial PCs. The models can be used as standardized ONNX models, extending their use beyond Beckhoff products. For TwinCAT use, a PLCopen XML with IEC 61131-3 code is generated, describing the AI pipeline for easy import into TwinCAT.

The platform’s no-code development allows non-AI experts to develop quality AI applications efficiently. It automates AI development processes, standardizes AI model creation, and uses advanced AI methods from AutoML.

The tool provides methods for displaying AI model behavior and comparing models. It also supports auditing processes for AI model creation with automated report generation.

For more information, visit this link to the original article:

Posted by Julius Frago
Content Creator and Writer

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Julius Frago


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