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This allows for developing embedded machine learning models using Tensorflow-Lite Micro

Project description

Silicon Labs Machine Learning Toolkit (MLTK)


This package is considered EXPERIMENTAL - SILICON LABS DOES NOT OFFER ANY WARRANTIES AND DISCLAIMS ALL IMPLIED WARRANTIES CONCERNING THIS SOFTWARE. This package is made available as a self-serve reference supported only by the on-line documentation, and community support. There are no Silicon Labs support services for this software at this time.

This is a Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms.

See the MLTK Overview for an overview of how the various features of the MLTK are used to create machine learning models for embedded devices.

The features of this Python package include:


# Windows
pip  install silabs-mltk

# Linux
pip3 install silabs-mltk

Refer to Installation Guide for more details on how to install the MLTK.


SPDX-License-Identifier: Zlib

The licensor of this software is Silicon Laboratories Inc.

This software is provided 'as-is', without any express or implied warranty. In no event will the authors be held liable for any damages arising from the use of this software.

Permission is granted to anyone to use this software for any purpose, including commercial applications, and to alter it and redistribute it freely, subject to the following restrictions:

  1. The origin of this software must not be misrepresented; you must not claim that you wrote the original software. If you use this software in a product, an acknowledgment in the product documentation would be appreciated but is not required.
  2. Altered source versions must be plainly marked as such, and must not be misrepresented as being the original software.
  3. This notice may not be removed or altered from any source distribution.

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