Microchip: Machine learning toolkit for MCUs from 8bit to 32bit

Author: EIS Release Date: Sep 18, 2023

Machine Learning Development Suite is a toolkit from Microchip that supports some of its 8, 16 and 32bit microcontrollers.

 

Microchip MPLAB machine learning dev kit

“Machine Learning is the new normal for embedded controllers, and utilising it at the edge allows a product to be more secure and use less power than systems that rely on cloud communication for processing,” according to Microchip v-p of development systems Rodger Richey.

 

To be used in combination with the company’s MPLAB X IDE (integrated development environment), the toolkit can be used to implemented artificial intelligence based functions “by those with little to no ML programming knowledge”, claimed the company. “It is also sophisticated enough for more experienced ML designers to control.”

 

 

There are three versions of the machine learning kit: free, which must not be used for production, Standard and Pro – see table below

 

 

Microchip mplab-ml-model-builder-imageExamples in the user guide include: SAMD21 fan state condition monitoring, AVR DA fan state condition monitoring and SAMD21 gesture recognition.

 

Optionally, a model from TensorFlow Lite can be used in any MPLAB Harmony v3 project.