air4children / machines

:robot: Open-Source Robots at air4children
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Examples for fundamentals of neural networks #28

Open mxochicale opened 1 year ago

mxochicale commented 1 year ago

Using Arduino AVR board with Neurona library to calssify RGB colours!

A simple RGB color classifier implementation for Arduino AVR boards and other compatible microcontrollers. This repository makes use of the Neurona library for Arduino, which enables the use of a Multilayer Perceptron (MLP) / Feed-forward Neural Network, a Machine Learning algorithm that can be run on Arduino boards. This library comes with the MLP topology workbench, which is used to train the model, and the Neurona library, which is used to convert the model into simple C++ code. Thanks to Caio Benatti Moretti's brilliant work.

VIDEO: https://www.youtube.com/watch?v=MxXGnBHJJXo CODE: https://github.com/TronixLab/Easy-ArduinoNeuralNetwork DOCS: http://www.moretticb.com/Neurona/ BLOG: http://www.moretticb.com/blog/color-sensor-prototype-using-neural-networks/ MLP Topology Workbench: http://www.moretticb.com/blog/mlp-topology-workbench-a-playground-for-multilayer-perceptrons/ https://github.com/moretticb/MTW