Popular GitHub Repositories for Microcontroller Boards

TinyML AI inference library

A higher-level Neural Network library for microcontrollers.

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).

Machine Learning inference engine for Microcontrollers and Embedded devices

Open Neural Network Exchange to C compiler.

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

Be Driven ?

SensiML's open-source AutoML solution for Edge AI model development

A simple face recognition using ESP32 Microcontroller with camera, and leveraging cloud-based inference powered by Azure Custom Vision.

A crew of ai agents for extracting data from Jira boards, generating reports and request follow ups on slack.

stm32-speech-recognition-and-traduction is a project developed for the Advances in Operating Systems exam at the University of Milan (academic year 2020-2021). It implements a speech recognition and speech-to-text translation system using a pre-trained machine learning model running on the stm32f407vg microcontroller.

⚙️ 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!

A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.

Code for IEEE Internet Computing Journal paper 'OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices'

TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning

MCP Server to interact with Monday.com boards and items

Intelligent Robotic Arm is a 5 dof autonomous arm with webcam attached to it for vision.

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

Evil-BW16-WebUI is a dual-band (2.4GHz/5GHz) WiFi deauthentication tool for BW16 and ESP32 boards, featuring real-time monitoring, a web-based interface, channel hopping, and advanced packet injection—intended solely for ethical security testing.