Machine Learning Tools
NuML Toolkit is a model deployment tool tailored for the NuMicro® M55M1 microcontroller.
NuML Toolkit is a rapid AI model deployment tool specifically designed for the Nuvoton NuMicro® M55M1 microcontroller. It enables AI models trained on a PC to be directly converted into code suitable for execution on the MCU. This tool integrates the Arm® Cortex®-M55 core and the Ethos™-U55 neural processing unit (NPU), significantly enhancing AI inference performance in embedded systems and simplifying the transition from model to real-world application. It supports various use cases such as object detection, keyword spotting (KWS), and anomaly detection, helping developers quickly implement high-performance embedded AI solutions.
- Efficient AI Model Deployment： Quickly converts pre-trained AI models into executable code for Arm® Keil®. Reduces the complexity of deploying AI models to MCU platforms.
- Multi-Toolchain Integration:Supports Keil µVision®5 / Arm Compiler 6 and Make / GCC. Enables full INT8 model quantization for MCU-compatible code generation.
- Enhanced Project Efficiency:Seamless model conversion and real-time AI execution allow developers to focus on peripheral programming and hardware integration.
Related Document Downloads
NuML Toolkit User Manual