Popular GitHub Repositories for Microcontrollers

A higher-level Neural Network library for microcontrollers.

Machine Learning inference engine for Microcontrollers and Embedded devices

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

Want a faster ML processor? Do it yourself! -- A framework for playing with custom opcodes to accelerate TensorFlow Lite for Microcontrollers (TFLM). . . . . . Online tutorial: https://google.github.io/CFU-Playground/ For reference docs, see the link below.

Neural Networks with low bit weights on low end 32 bit microcontrollers such as the CH32V003 RISC-V Microcontroller and others

Neural networks for guitar amp/pedal emulation on Daisy Seed

A resource-conscious neural network implementation for MCUs

Number recognition with MNIST on Raspberry Pi Pico + TensorFlow Lite for Microcontrollers

The TinyML "Hello World" sine wave model on Arduino Uno v3

Repository for the "Machine Learning for Physical Computing" class at ITP, NYU

⚙️ A comprehensive Tutorials on ATMEL 8051 Series Microcontrollers (AT89S51/52) Programming using Assembly Language. Learn how to use 8051 Microcontrollers from the ground up! This repository covers everything from the basics to advanced interfacing techniques with examples. Using Proteus for simulations, you'll get hands-on experiences. Enjoy!

Implementations of multiclass version of SEFR linear-time fast classifier (TinyML)

Tensorflow Lite Micro is a DL inference framework for microcontrollers based on Google Tensorflow Lite

A tool to support using classification models in low-power and microcontroller-based embedded systems.

This repository is to share the EdgeAI Lab with Microcontrollers Series material to the entire community. We will share documents, presentations and source code of two demo applications.

An ESP32 running joystick gesture recognition (Tensorflow Lite for Microcontrollers) inside a Nintendo Wii nunchuk controller.

Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"

Example in C that uses TensorFlow Lite for Microcontrollers to run a simple CNN model for image classification on an embedded system.

A PlatformIO library with the complete and (As of Aug 20, 2023) up-to-date version of Tensorflow Lite for Microcontrollers.

A client library that makes it easy to connect microcontrollers running MicroPython to the Ollama server