Machine Learning Evaluation Kit (MLEK) for CMSIS Workflows
This documentation explains the usage of the CMSIS-MLEK Reference Application Package for developing Machine Learning (ML) and Edge AI applications on Cortex-M processors optional with Ethos-U NPUs.
Target Audience
This user's guide assumes basic knowledge about Cortex-M software development and CMSIS-Toolbox workflows. It is written for embedded software developers who work with C/C++ compiler toolchains and develop machine learning applications for microcontroller devices with Cortex-M processors and Ethos-U NPUs.
Manual Chapters
- Overview explains the features and capabilities of the MLEK templates package.
- MLEK Audio Applications describes the available ML templates for audio use-cases.
- MLEK Video Applications describes the available ML templates for video and image use-cases.
- Targeting Hardware Boards gives step-by-step guidance for deploying the reference applications to a hardware platform in VS Code.
- Targeting Arm Virtual Hardware shows how to select a virtual target in Visual Studio code.
Revision History
| Version | Description |
|---|---|
| 0.5.0 | First published release. |