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- Elephant Robotics
- Ender
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- Espruino
- Everything ESP
- evive
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- Hologram
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- IFTTT
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- MATRIX Labs
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- MediaTek Labs
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- MikroElektronika
- MIT App Inventor
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- nanoFramework
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- Netduino
- Neuton Tiny ML
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- OpenCV
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- PCBWay
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- PHPoC
- Pi Supply
- Pimoroni
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- PlatformIO
- Prusa
- Punch Through
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- Pycom
- Python
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- RakWireless
- Raspberry Pi
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- RedBear
- Relayr
- Renesas
- RISC-V
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- RT-Thread
- Samsung IoT
- Seeed Studio
- SensiML
- Siemens
- Sigfox
- Silicon Labs
- SmartMatrix
- SmartThings
- Soldered Electronics
- Sony
- SparkFun
- STM32 Nucleo
- STMicroelectronics
- Taoglas
- Teensy
- TensorFlow
- Texas Instruments
- The Tactigon
- The Things Network
- Thinger.io
- Things On Edge
- thingSoC
- ThingSpeak
- TI LaunchPad
- TinyCircuits
- Tuya
- Twilio
- Ubidots
- Ubuntu
- UDOO
- Unity
- Visuino
- VoCore
- Walabot
- Weather Underground
- Wilderness Labs
- Windows
- WIZnet
- Xamarin
- XBee
- Xilinx
- Zerynth

Widow's Might
How do we bridge today’s digital divide to connect homebound and elderly persons with helpful existing services?
By
brad-spry
Moderate
Ai-assisted Air Quality Monitor W/ Iot Surveillance
Log NO2, O3, and weather data, train a NN model to detect air pollution & display real-time results w/ surveillance footage on a PHP web app
Expert

Automated Pill Dispenser
Do you struggle to remember when to take your medication? If so, you need an automatic pill dispenser.
By
Mellow_Labs
Moderate

Snoring Detection Using Nordic Thingy:53
Using a Tensorflow Lite Micro model this edge device keeps an ear out and buzzes if you are snoring.
By
knaveen
Difficult

Graphic Representaton Of Heart Rate Variability
HRV data recordered from KYTO pulse sensor and displayed as Poincare plot on Android device
By
StanChicago
Moderate

Fall Detection System With Edge Impulse And Blues Wireless
An intelligent device for seniors which detects falls and sends emergency alert messages with location information using a cellular network
By
knaveen
Difficult

Tiny Ml For Big Hearts On An 8-bit Microcontroller
Predict the possibility of arrhythmias on an 8- bit Microcontroller, without sending the corresponding sensor data to the cloud.
By
alex-miller
Easy
Tinyml Monitoring Air Quality On 8-bit Microcontroller
Learn how to create a TinyML model and run it on MCU to detect chemical gases
By
alex-miller
Moderate

Clisensio - Climate Sensing And Insect Infestation Control
SensiML Sensing and Control device to protect farmlands from future insects outbreaks and vector-borne diseases due to climate change.
By
vilaksh01
Moderate
Mouse Fatigue Estimation By Gsr And Emg Values W/ Tensorflow
Collate forearm muscle soreness data on the SD card, build and train a neural network model, and run the model directly on Wio Terminal.
Expert
O3-enabled Ble Weather Station Predicting Air Quality W/ Tf
Via Nano 33 BLE, collate local weather data, build and train a TensorFlow neural network model, and run the model to predict air quality.
Expert

Jaimico: The New I-health Care Companion Robot
Jaimico... Acompanion robot based on M5Core2-AWS, AWS-IoT-Core, AWS and Alexa
Expert

Arduino Sgp30 Air Quality Sensor Voc And Eco2 Gas Sensor
In This tutorial we will learn how to use the SGP30 Air Quality Sensor to Display TVOC, ,CO2, Hydrogen and Ethanol on the OLED Display..
By
Ron
Easy

Disinfectant Bot
Have you ever wanted to be cleaned after a cough. Well let me intrduce the Disinfectant Bot.
Moderate