3 Application Flow
Figure 3-1 provides a high-level overview of the application flow, illustrating the step-by-step process for building and integrating a machine learning model into a motor control application. Each vertical lane represents the specific tools involved at different stages, including MPLAB® X IDE, MPLAB® motorBench® Development Suite, MPLAB® Code Configurator (MCC), MPLAB® Data Visualizer, MPLAB® ML Data Collector, MPLAB® ML Model Builder and MPLAB® Integrated Programming Environment (IPE).
If you are unfamiliar with any of the tools or processes mentioned, here are some helpful resources to get started:
MPLAB® motorBench® Development Suite Documentation
MPLAB® Code Configurator (MCC) Melody
MPLAB® Data Visualizer (the Streamers Documentation)
MPLAB® Integrated Programming Environment (IPE)
Figure 3-1 is designed to provide a clear understanding of how the tools interact and how data flow through the system, from project creation to model deployment.