Microchip — MPLAB^® Machine Learning Development Suite

Microchip MPLAB^® Machine Learning Development Suite

Take advantage of this fully-integrated solution

Microchip features the MPLAB^® Machine Learning Development Suite Model Builder, 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.

This unique solution is the first to support 8-bit, 16-bit and 32-bit MCUs and 32-MPUs for ML at the edge.

Benefits

• 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 your algorithm with AI/ML features that cater to advanced ML developers
• Take advantage of production-grade firmware for 8-, 16- and 32-bit XC compilers