MPLAB® ML

MPLAB® ML is a VS Code extension that builds optimized Artificial Intelligence (AI) IoT sensor recognition code for Microchip MCUs and MPUs. The plug-in fully automates each step of the AI and Machine Learning (ML) workflows using a growing library of advanced ML and AI algorithms that learn from raw data in the development phase.

This extension provides similar functionality as the classic plugin to MPLAB X.

Features

Create compact supervised and anomaly-detection algorithms that can run on tiny edges for MCUs, dsPIC® DSCs and MPUs
Automate each step of the ML flow process, including data preparation, feature extraction, training, validation and conversion of the optimized model to relevant firmware
Easily label and filter data
Create ML pipelines that are ready for production
Generate AutoML-powered code to create a prototype in just days or weeks
Fine-tune every aspect of your algorithm with AI/ML features that cater to advanced ML developers
Take advantage of production-grade firmware for 8-, 16-, 32-bit and DSC XC compilers

Usage

To start MPLAB ML, run the command 'MPLAB ML: Open Model Builder' from the VS Code command palette and the MPLAB ML view should appear shortly. Refer to the User's Guide for more information.

Getting started

Getting Started Guide

User Documentation

MPLAB ML Product Page

Issue reporting

Microchip Support

License Information

The MPLAB® Extensions for Visual Studio Code are distributed under a non-exclusive software license agreement provided by Microchip Technology Inc. To review the complete terms and conditions governing the use of this software, please consult the "license" file included with this package.