MPLAB® Machine Learning Development Suite Model Builder is available as an extension in Microsoft® Visual Studio® Code (VS Code®) via MPLAB® for VS Code or as a plug-in for MPLAB® X IDE. This tool builds optimized Artificial Intelligence (AI) IoT sensor recognition code for our 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.
Benefits of MPLAB Machine Learning Development Suite
- 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
MPLAB® Machine Learning Developmet Suite Available in VS Code®
Did you know MPLAB Machine Learning Development Suite and other MPLAB Tools are now available in Microsoft® Visual Studio® Code (VS Code)? You can now use your favorite MPLAB Tools in this popular code editor. Experience the convenience and flexibility of using MPLAB Machine Learning Development Suite in VS Code with MPLAB for VS Code.
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