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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.
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
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