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443 embedded projects

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Verify signed AI models on-device in 150 lines of C

Sign a model with Sigstore’s cosign on your build machine, then check it on the device before it loads. No libc, no heap, no dependencies.

Verify signed AI models on-device in 150 lines of C

Pierre Dubouilh
&
Maxime Carriere
17
AI Agent Beats ARM CMSIS-NN by 3.74x on nRF54LM20

How an autonomous gemini-4-argon Hardware-in-the-Loop (HIL) agent wrote a kernel on Cortex-M33F that outperforms official ARM CMSIS-NN s4.

AI Agent Beats ARM CMSIS-NN by 3.74x on nRF54LM20

Maksim Masalski
63
No API keys on disk: device identity in a $2 secure chip

Each board gets a key born inside an Infineon OPTIGA Trust M. The chip signs 5-minute tokens, so no shared secret sits on the device.

No API keys on disk: device identity in a $2 secure chip

Pierre Dubouilh
&
Maxime Carriere
26
LoopMaxPro

One embedded OS, many boards, any module. System services, a web console and an SDK for Wi-Fi microcontrollers.

LoopMaxPro

Ferna
48
Offline chest X-ray reports on a $249 Jetson: a vision model

A chest X-ray goes in, a written report comes out, on one Jetson Orin Nano Super. Two models share 8 GB, and nothing leaves the board.

Offline chest X-ray reports on a $249 Jetson: a vision model

Pierre Dubouilh
&
Maxime Carriere
24
ESP32 Wireless Walkie-Talkie with Voice & Messaging

Build an ESP32 wireless walkie-talkie with two-way voice communication, text messaging, OLED display, keypad and custom PCB.

ESP32 Wireless Walkie-Talkie with Voice & Messaging

ElectroSurgeon
94
Rover-71: Autonomous Environmental Payload & Wireless Sensor

Autonomous multi-sensor environmental analysis payload integrated with ROS2 sensor fusion and custom PCB power distribution for rover.

Rover-71: Autonomous Environmental Payload & Wireless Sensor

Mohammad Samiul Islam
4
Eclipse Core

Expandable Arduino UNO R4 WiFi embedded system with apps, games, and sensors

Eclipse Core

Austin McDonald
46
EdgeGuard: Stop Forklift Accidents Before They Happen

Predict worker–forklift collisions 1–3 s ahead at the edge with oneM2M and ETSI MEC, and tell each worker exactly what to do.

EdgeGuard: Stop Forklift Accidents Before They Happen

이정원
12
Autopilot Drone

An Arduino Uno autopilot drone with multiple sensors and a wireless camera controlled by two microcontrollers.

Autopilot Drone

suhaskd
122K

Create the advanced robot of your dreams.

Open Doly - more than a robot

Levent Erenler
20K
Wireless Laser-Gate Timing System for Track and Field

Costs around $120 USD (incredibly cheap compared to competitors) and uses easy-to-find components.

Wireless Laser-Gate Timing System for Track and Field

Pablerdo
26K
CSI-2 Image Simulator Lattice CrosslinkFPGA to Jetson Nano

Great introduction to MIPI CSI2. Lattice Crosslink FPGA is programmed to imitate an IMX219 image sensor and transmit images to Jetson Nano.

CSI-2 Image Simulator Lattice CrosslinkFPGA to Jetson Nano

Sam Davies
7.5K
IOT Based Health Care System

This is IOT based HealthCare System for monitoring all the body parameters like Heartbeat ,ECG,BP etc. We have developed Mobile app also.

IOT Based Health Care System

Team Techie
39K

Using the TensorFlow Lite library, we can flash tiny machine learning models on an Arduino to detect humans from a camera.

Person Detection with TensorFlow and Arduino

Team little_lookout
57K
SmartWindow

A window that tints itself according to how much light is incident upon it. You can also control the window with an iOS application!

SmartWindow

Team TINTerns
16K
Arduino-Based Bitcoin Candy Vending Machine

Implement your own Bitcoin candy vending machine that accepts testnet Bitcoins and dispenses goods.

Arduino-Based Bitcoin Candy Vending Machine

Team Elkrem
20K
Electronic Weighing Machine

Arduino Uno-based electronic weighing machine by 5-wire 3 kg load cell.

Electronic Weighing Machine

Boaz Lawnce
31K
uProbe - simple logic probe

uProbe is a simple logic/oscilloscopic probe in a highlighter case.

uProbe - simple logic probe

iliasam
4.8K
Edge-DM: The AI-Powered Tabletop Game Master

D&D's barrier is the Dungeon Master, the UNO Q does it instead: STM32 for instant physical input, Linux core for offline AI.

Edge-DM: The AI-Powered Tabletop Game Master

Team Paladin&Bard
78
Human Following Bot

Object following robot

Human Following Bot

mohammadsohail0008
59K
FRDM-K82F Camera Based Parking Assistant

Use Computer Vision to make a parking assistant that allows you to consistently park a car into your garage with perfect alignment.

FRDM-K82F Camera Based Parking Assistant

Inaki Zuloaga
4.0K
Autonomous Assistant Agricultural Bots

Autonomously functioning farmbot integrating IoT, image processing, automation, and Android application.

Autonomous Assistant Agricultural Bots

Sherbin
16K
Design and Test DisplayPort of Ultra96 Board From Scratch

Design the hardware and software to test the DisplayPort of an Ultra96 board.

Design and Test DisplayPort of Ultra96 Board From Scratch

Mohammed Al-Badr
8.1K
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