TE3850 | TwinCAT 3 Machine Learning Creator

The TwinCAT 3 Machine Learning Creator automatically creates AI models based on data sets. These AI models can be optimized in terms of their accuracy and latency to ensure they run efficiently on Beckhoff Industrial PCs with TwinCAT products. The generated models can also be used as standardized ONNX models beyond the Beckhoff product range. For AI model execution with TwinCAT products, a PLCopen XML file with IEC 61131-3 code is created in addition to the model, which describes the complete AI pipeline and can be imported seamlessly into TwinCAT.

The no-code development platform enables non-AI experts to efficiently develop high-quality AI applications. The Creator automates time-consuming AI development processes, even for data scientists, standardizes the creation of AI models in the company, and uses state-of-the-art AI methods from the AutoML (Automated Machine Learning) field.

This development tool for AI applications provides extensive and transparent methods for displaying the behavior of the created models and comparing them with each other. The ability to generate automated reports supports validation processes for AI model creation.

The TwinCAT 3 Machine Learning Creator consists of different product packages:

• TE3850 TwinCAT 3 Machine Learning Creator provides access to the platform, the information system, and demo projects
• TE3851 TwinCAT 3 Machine Learning Creator (MLC) Computer Vision enables automated training of AI models for image processing tasks
• TE3860 TwinCAT 3 Machine Learning Creator (MLC) Resources Pack provides optional additional computing capacity

TE3850 TwinCAT 3 Machine Learning Creator is a pure web application. As the engineering takes place exclusively in the web client, the computing power of the end device is not a decisive factor.