nn4mc 0.2.5

Neural Networks for Microcontrollers (nn4mc) is a Python package for generating microcontroller code in c from pre-trained models. Our intended audience is roboticists looking to embed intelligence into their applications; however, anyone interested in using a neural network in a microcontroller will find this software useful.

Neural Networks for Microcontrollers: Python

This is a python implementation of Neural Networks for Microcontrollers (nn4mc) (originally implemented in C++) that allows for the translation of trained neural network models to C code for use in embedded systems.

Development Status

Please note that nn4mc_py is still in development and may have many bugs. We are working hard on getting everything operating seamlessly, and feel free to reach out with any questions.

Using nn4mc

Installation

Simply use the Python package manager pip and run the following command.

pip install nn4mc

Usage

You will most likely only need to import the translator module

import nn4mc.translator as nnTr

Then you can translate a file with the following command

nnTr.translate("path/to/file", 'hdf5', "output/path")