338 Open source projects that are alternatives of or similar to ML-MCU

Free, simple, extremely lightweight, stackless, cooperative, co-routine system (OS) for microcontrollers

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

The core runtime engine for Ambianic Edge devices.

Bluetooth helper Java class

VGA-style video output for STM32F4 processors, in Rust

Spying on Microcontrollers using Current Sensing and embedded TinyML models

AdvantEDGE, Mobile Edge Emulation Platform

Managed Machine Learning Systems and Internet of Things Live Lesson

SALT (iccv2017) based Video Denoising Codes, Matlab implementation

Lesson material on data science and machine learning topics/concepts

Easy to use, lightweight and unified library for performing common microcontroller tasks

Automatically Generated Stub Packages for Micropy-Cli and whomever else

PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"

a bi-directional communication paradigm for programming languages & microcontrollers

Ultralightweight Python engine that can run with 4KB of RAM and 32KB of Flash (such as STM32G030C8 and STM32F103C8), and is very easy to deploy and expand.

Free cooperative operating system (OS) for microcontrollers

zmu - Emulator for Microcontroller Systems

BSP and examples to integrate the SparkFun TensorFlow board with the AmbiqSuite

sopt:A simple python optimization library

Real-Time C++ Companion Code

PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"

cWebsocket is lightweight websocket server library

AVR library for controlling DS18B20 temperature sensors

A ultra-lightweight embedded scripting language optimized for microcontrollers.

No description or website provided.

A set of various projects based on ESP8266, ESP32, ATtiny13, ATtiny85, ATtiny2313, ATmega8, ATmega328, ATmega32, STM32 and more.

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

A Rust HAL for the nRF family of devices

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

DEPRECATED, use our successor library https://modm.io instead

This repository holds the Google Colabs for the EdX TinyML Specialization

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

Azure RTOS NetX Duo is an advanced, industrial-grade TCP/IP network stack designed specifically for deeply embedded real-time and IoT applications

Machine Learning inference engine for Microcontrollers and Embedded devices

Simulate the real environment, perform edge computing, edge caching experiments

Blynk IoT library for Python and Micropython

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

A tiny real-time kernel focusing on formal reliability and simplicity.

required (and optional) source files for the Arduino development environment, specifically the hardware/arduino sub-directory, to support xmega processors

A very small msp430-compatible customizable soft-core microcontroller-like processor system written in platform-independent VHDL.

Multiple Regression Package for PHP

Micropython Project Management Tool with VSCode support, Linting, Intellisense, Dependency Management, and more!

Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto

A small and customizable full-scale 32-bit RISC-V soft-core CPU and SoC written in platform-independent VHDL.

Eurorack shield for teensy 4.1 with 14 in / 16 out analog channels

Text library for TinyGo displays

microblx: real-time, embedded, reflective function blocks.

TFT and touch pad drivers for LVGL embedded GUI library

Microsoft Cloud Workshop Asia for Intelligent Cloud / Intelligent Edge

Sming - Open Source framework for high efficiency native ESP8266 development

SC-Adagrad, SC-RMSProp and RMSProp algorithms for training deep networks proposed in

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

AVR4L

How to run deep learning model on microcontroller with CMSIS-NN

Decoding and saving carrier modulated IR signals and sending modulated IR signals using NRF52 SoCs

🦠 µnix is a UNIX-like operating system

An R package for large scale estimation with stochastic gradient descent

ML algorithm for real-time classification

Slides and notebooks for my tutorial at PyData London 2018