Freireg / TinyML-ESP32

My personal repo to test TinyML Applications

TinyML-ESP32

Overview

This is my personal repository to test test TinyML Applications.

• This branch model: Value Comparator
• Plataform used: ESP32 | PlatformIO
• Current status: Working!

Machine Learning Model

The modeling process can be found on TinyML_Example_Model.

Firmware Implementation

This is a basic example following the steps given by atomic14.

Important note: In this example I used the recommended NeuralNetwork Class definitions:

class NeuralNetwork
{
private:
    tflite::MicroMutableOpResolver<10> *resolver;
    tflite::ErrorReporter *error_reporter;
    const tflite::Model *model;
    tflite::MicroInterpreter *interpreter;
    TfLiteTensor *input;
    TfLiteTensor *output;
    uint8_t *tensor_arena;

public:
    float *getInputBuffer();
    NeuralNetwork();
    float predict();
};