MPLAB® Machine Learning Development Suite

Microchip's MPLAB Machine Learning Development Suite model builder is a plug-in for MPLAB X IDE 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.

Resources

• Licensing information for MPLAB machine learning development suite
• Download the getting started guide
• Download MPLAB X IDE

Features

• Create compact supervised and anomaly-detection algorithms that can run on tiny edges for MCUs 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 algorithms with AI/ML features that cater to advanced ML developers
• Take advantage of production-grade firmware for 8-, 16-, and 32-bit XC compilers