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Category
- All
- 3D Printing
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- Art
- Artificial intelligence
- Astronomy
- Augmented Reality
- Automotive
- Bikes
- Clocks
- Communication
- Cryptocurrency
- Displays
- Drones
- Environmental Sensing
- Fire & Pyrotechnics
- Fitness
- Food & Drinks
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- Holidays
- Home Automation
- IoT
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- Music
- Notifications
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- Productivity
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- Robotics
- Security
- Sensors
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- Star Wars
- Sustainability
- Upcycling
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- Virtual Reality
- Voice
- Wearables
- Weather
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- All
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- Adafruit
- AIY
- AllThingsTalk
- Amazon Alexa
- Amazon Web Services
- Analog Devices
- Android
- Android Things
- Anycubic
- Apple
- Arduino
- Arm
- Arm Mbed
- Atlas Scientific
- Atmel
- Autodesk
- Avnet
- balena
- Bare Conductive
- BeagleBoard
- BITalino
- Blues Wireless
- Bluz
- Blynk
- Bolt IoT
- Bosch
- C.H.I.P
- circuito.io
- CircuitPython
- Commodore 8-bit
- ControlEverything.com
- Creator
- Cypress
- DeviceHub.net
- Dexter Industries
- DFRobot
- Digilent
- Digispark
- Eclipse IoT
- Edge Impulse
- EduBlocks
- Elecrow
- Electric Imp
- Elegoo
- Elephant Robotics
- Ender
- Espressif
- Espruino
- Everything ESP
- evive
- Firmware Modules
- GoPro
- Helium
- Hologram
- Home Assistant
- Honeywell
- IBM
- ICStation
- Idiotware Shield
- IDT
- IFTTT
- Infineon
- Intel
- Itead
- Java
- JLCPCB
- Jupyter
- KiCad
- LabVIEW
- LattePanda
- Leap Motion
- LEGO MindStorms
- LeMaker
- Linux
- Linux Arm
- Losant
- M5Stack
- Mac
- Makeblock
- MATLAB
- MATRIX Labs
- Maxim Integrated
- Meadow
- MediaTek Labs
- micro:bit
- Microchip
- MicroPython
- Microsoft
- MikroE
- MikroElektronika
- MIT App Inventor
- Mouser
- MQTT
- myDevices
- nanoFramework
- NeoPixel
- Netduino
- Neuton Tiny ML
- noads
- Node-RED
- NodeMCU
- Nordic Semiconductor
- NVIDIA
- NVIDIA Jetson
- NXP
- Oculus
- ON Semiconductor
- Onion Corporation
- OpenCat
- OpenCV
- Panasonic
- Particle
- PCBWay
- Philips hue
- PHPoC
- Pi Supply
- Pimoroni
- PINE64
- PlatformIO
- Prusa
- Punch Through
- PX4
- Pycom
- Python
- Qualcomm
- RakWireless
- Raspberry Pi
- Red Pitaya
- RedBear
- Relayr
- Renesas
- RISC-V
- RobotGeek
- ROS
- 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
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

Phototrap With Object Detection Alarm
A Design Study to use ML with Edge Impluse to detect a object and use Blue Wireless hardware, notehub. io with Mqtt for notification
Easy
Rp2040 Based Pi-day Bling
RP2040-based bling that changes its LED color when it detects one of three keywords: "Pi", "3.14", or "Irrational"
By
sai-yamanoor
Moderate

Old Macdonald Had A Farm, And Became A Safer Driver
Driver ID, location/velocity data, seatbelt, aggressive driving and alcohol detection for Fatal Accident Risk Mitigation (FARM) in vehicles.
By
justin-lutz
Moderate
Citizen Science Badge
This badge enables automated data collection using a microphone to collect data, and upload it using a cellular module.
By
sai-yamanoor
Moderate

Pipeline Clog Detection With A Flowmeter And Tinyml
Measure the flow rate through a pipe and use machine learning to determine if a clog has formed.
Expert

Ai Thermal Camera For Safe Camping (seeed+helium+aws) (v2)
TinyML model running Wio Terminal can identify if animal or human is approaching even in the dark, sends data to Helium LoRa network to AWS.
By
MITHUNDOTDAS
Moderate
Iot Ai-driven Yogurt Processing & Texture Prediction | Blynk
Collect environmental factors and culture amount while producing yogurt. Then, run a neural network model via Blynk to predict its texture.
Expert
Iot Ai-assisted Deep Algae Bloom Detector W/ Blues Wireless
Take deep algae images w/ a borescope, collect water quality data, train a model, and get informed of the results over WhatsApp via Notecard
Expert

Id Chicken Eggs With Thermal Images, Ml, And Cellular Iot
In part one of a two-part project, we display thermal images on a TFT display, save them to flash, all to build an ML model w/ SMS alerts!
By
RobLauer
Moderate
Ml Powered Overheating Nerf Barrel
Pico Edge Impulse ML powered barrel that detects shots from a Nerf Blaster and simulates the barrel heating up with an LED.
By
314Reactor
Moderate

Appliances Identifier Smart Energy Meter
It measures Voltage, Current, Power, Power Factor and Energy, and at the same time, tells you which appliance is connected, cloud monitored.
By
mcmchris
Difficult

Running Faucet Alert System With Blues Wireless
A smart device that detects running faucets using a machine learning model and sends alert messages over a cellular network.
By
knaveen
Difficult

Predictive Maintenance With Blues Notecard And Wio Terminal
Will guide you to build a cellular based predictive maintenance monitoring device with Blues Notecard, Edge Impulse, Qubitro & Wio Terminal.
By
pradeeplogu0
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

Pothole Detection Using Edgeimpulse's Fomo Algorithm
In this project, I will build a real time pothole detection system using computer vision technique called FOMO(Faster Objects, More Objects)
By
shakhizat
Difficult

Building A Spoken Digit Recognition Model With Edge Impulse
In this article, I'll show how to train a custom machine learning model with Edge Impulse and deploy it to the Arduino Nano 33 BLE Sense.
By
shakhizat
Difficult

Gesture Recognition Using Raspberry Pi Pico And Edge Impulse
In this project, we will learn how to write a Hand Gesture recognition program for Raspberry Pi Pico using Edge Impulse platform.
By
shakhizat
Moderate