Starred repositories
Deploying a Keras model to a microcontroller using emlearn TinyML framework.
emlearn version of Color-to-Fruits TinyML TensorFlow Micro project. It classifies a fruit based on its color features.
This project covers the end-to-end process of preparing data, training a model, and exporting it to C for deployment on the Arduino Nano 33 BLE Sense using `emlearn`. The onboard microphone capture…
Human Activity Recognition using emlearn TinyML framework
Recurrent neural network for audio noise reduction
The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These vide…
Arduino library for ADS1015 = I2C 12 bit ADC and ADS1115 = I2C 16 bit ADC
Comprehensive roadmap for aspiring Embedded Systems Engineers, featuring a curated list of learning resources
Seeed Studio XIAO ESP32S3 Sense integrates a camera sensor, digital microphone, and SD card support. Combining embedded ML computing power and photography capability, this development board is a gr…
This is a list of interesting papers and projects about TinyML.
Basic Examples of FreeRTOS with ESP32 and ESP-IDF
It generate C code for microcontrollers from Python with Scikit-learn.
An easy guide for Color classification (RGB) using Multilayer Perceptron (MLP) Neural Networks with Arduino
I2C Multiplexer sketch for Arduino and other supported boards
Repository for the "Machine Learning for Physical Computing" class at ITP, NYU
eFLL (Embedded Fuzzy Logic Library) is a standard library for Embedded Systems
How to run inference on a ESP32 cam using Edge Impulse
Transcribe your voice by Google's Cloud Speech-to-Text API with esp32
Neurona - Artificial Neural Network for Arduino. Credit to Caio Benatti Moretti for his ingenious works.
Connect ESP32 to AWS IoT Core through MQTT gateway in easiest way. For more info, see the link below.
Sample code for Sensirion SFM3000 Series Air Flow Sensors - with Arduino
MPX7002DP, Freescale Semiconductor differential pressure sensor with the pressure range of -2 to +2 kPa.