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Seamless ML Model Updates for Edge Devices

How Golioth Enables Over-the-Air Model Deployment for Image Classification at Scale

Seamless ML Model Updates for Edge Devices

George Igwegbe
93
Raspberry Pi Zero 2 mechanic switches shield

Make a simple shield with buttons for hardware projects!

Raspberry Pi Zero 2 mechanic switches shield

coloitu_
93
FocusLoop

FocusLoop is a portable, distraction free timer that tracks focus sessions and helps users learn what routines work best.

FocusLoop

Austin Rupel
92

Motion-driven RGB LED with Pico-based accelerometer integration.

RGB MotionSync

Kulshrest Tiwari
91
Remote Flow Rate Monitoring using EC-M12 NB-IoT/LTE-M

A battery-powered EC-M12 logger reads turbine flow-sensor pulses and streams flow rate, volume & pulse count to ThingsBoard over LTE-M.

Remote Flow Rate Monitoring using EC-M12 NB-IoT/LTE-M

NORVI Controllers
89
Raspberry Pi Zero mechanic switches shield

Make a simple shield with buttons for hardware projects!

Raspberry Pi Zero mechanic switches shield

coloitu_
88
Heat Theremin

Wondered what music the weather makes? This device is a theremin that changes pitch based on the heat- higher temperature, lower pitch.

Heat Theremin

Watzit Tooya
86
Q Sense: Intelligent Factory Monitoring System

Privacy-first, distributed edge-AI system built for manufacturers who can't afford to replace legacy machinery or send proprietary data

Q Sense: Intelligent Factory Monitoring System

Team q-sense
85
STM32 FreeRTOS Multisensor Monitor

A Wokwi smart-room monitor that uses FreeRTOS to collect sensor data, display readings, and trigger alarms.

STM32 FreeRTOS Multisensor Monitor

SEAN MARIE RABAGO
20

Interactive cereal donation box with LVGL GUI and open source software. Track donations, engage users, and easily adapt for your own drive.

Back-to-School Interactive Cereal Donation Drive

Madelyn T
84
STM32 ECU with Live Diagnostics & Fail-Safe OTA Updates

STM32F446RE control unit: live UART diagnostics, safety state machine with watchdog, dual-bank CRC-32 bootloader with auto rollback.

STM32 ECU with Live Diagnostics & Fail-Safe OTA Updates

Krishna Chandrahaasa Madiraju
83
Electromyography (EMG) and Pulse Oximeter Device

A Arduino-based EMG muscle signal sensing device with a blood oxygenation detector.

Electromyography (EMG) and Pulse Oximeter Device

Yashvi Gupta
83
Simulated STM32 & FreeRTOS Room Monitoring System in Wokwi

A virtual STM32 environmental monitor engineered from scratch using FreeRTOS in Wokwi.

Simulated STM32 & FreeRTOS Room Monitoring System in Wokwi

MARY GRACE SORONIO
21
WiFi MQTT State-of-Charge LED Badge for Home Energy Storage

WiFi-based MQTT LED badge for real-time battery SoC display using ESP8266 and addressable LEDs — fully 3D printable.

WiFi MQTT State-of-Charge LED Badge for Home Energy Storage

Kevin Kaefer
80
Smart Garage Monitoring with ESP8266 and KiwisIoT

Turn your garage into a smart space with real-time vehicle detection, distance, temperature, and humidity monitoring using KiwisIoT.

Smart Garage Monitoring with ESP8266 and KiwisIoT

Keerthana Dass
79
Agent Fuel Dial

A small M5Stack M5Dial dashboard for monitoring Codex and Claude Code usage limits for both 5 hour and weekly.

Agent Fuel Dial

kennel
77
Compact DC Power Supply Supporting USB PPS, Using M5Stack

A "USB PD Power Supply Module" stackable onto the M5Stack Basic, featuring WCH's "CH224A" chip with USB PD PPS support.

Compact DC Power Supply Supporting USB PPS, Using M5Stack

Masawo Yamazaki(tomorrow56)
76
AtmosMorphSentry: A High-Fidelity 144Hz Atmospheric Dashboar

A 144Hz 3D particle dashboard driven by an Arduino-based magnetic trigger. Experience live Mumbai telemetry through high-fidelity HCI. 🌪️🧲

AtmosMorphSentry: A High-Fidelity 144Hz Atmospheric Dashboar

Sharvin Mhatre
75
Raspberry Pi 4 mechanic switches and OLED screen shield

Make a simple shield with buttons and a screen for hardware projects!

Raspberry Pi 4 mechanic switches and OLED screen shield

coloitu_
75
Maricá: Distributed ESP-NOW Water Tank & Pump Automation

An ESP-NOW mesh of four ESP32 boxes keeps a home water tank and pump safe, self-tested, and readable at a glance, anywhere in the house

Maricá: Distributed ESP-NOW Water Tank & Pump Automation

Peter Lösch
74
AirNode — ESP32-S3 CO₂ Air Quality Monitor with Cloud Dashbo

Dual CO₂ sensors cross-validation, round LCD display, and ThingsBoard cloud dashboard — built solo from hardware to cloud.

AirNode — ESP32-S3 CO₂ Air Quality Monitor with Cloud Dashbo

luke
73
Case Study: Building a Smart HVAC Control System with IoT

A commercial facility manager came to us with a familiar pain point. They had a building with 40+ HVAC units spread across three floors.

Case Study: Building a Smart HVAC Control System with IoT

Himanshudada
72
ESP32 Desk Display for Claude and ChatGPT Usage Limits

A USB-powered desk display that keeps your AI usage limits in view, fed locally by a macOS or Windows companion app.

ESP32 Desk Display for Claude and ChatGPT Usage Limits

Toby Marks
71
RT-Spark ADC Voltage Monitor

A simple RT-spark-based voltage monitoring system was developed to measure battery and USB voltages using the ADC.

RT-Spark ADC Voltage Monitor

Paul Rodolf P. Castor
&
MA REGINE BERMUDO
71
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