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- Art
- Artificial intelligence
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- Displays
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- Fire & Pyrotechnics
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- Arm Mbed
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- 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
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- 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
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- 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
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- 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

Gvb West
We are creating an autonomous vehicle that can drive along an unknown track, changing speeds and stops when it is told to.
By
stijnsluis
Difficult

Designing & Building An Ai Musical Device
The After Eight Step is an Arduino and Max powered 8 step sequencer with modern machine learning functionality. Using Markov Chains, it can generate musical accompaniment based on any sequence of notes!
By
CharisCat
Moderate

Covid-19: Face Mask Detection System Using Deep Learning
In this tutorial, we will cover how to build a face mask detector using YOLOv4 object detection algorithm on the Nvidia Jetson board.
By
shakhizat
Difficult

Remote Birding With Tensorflow Lite And Raspberry Pi
Learn how to use machine learning on a Raspberry Pi in a remote environment (complete with cellular connectivity and solar power!).
By
RobLauer
Easy

Using Machine Learning To Mind Control A Flamethrower
A mind controlled flamethrower that works off of thoughts of fire: no need to try to control your meditation or concentration values. It uses a one dimensional convolution neural network to classify between standard and fire mind data. Take the code to make your own model and control your own projects with your mind!
By
NathanielF
Difficult

Aiy - Quick Nature Guide
Quickly learn more about the nature around you with the AIY Vision Kit by Google in collaboration with the iNaturalist community.
By
icapistrano
Easy

Remote Gesture Controller With Mqtt
Wouldn’t be nice to control a robotic arm on the other side of the world and make it follow your gestures in the most natural manner?
By
The Tactigon
Easy

Kinect-based Sentry Turret
You've seen them in video games an science fiction. You know you want to make your own.
Moderate

Teachable Machine
A voice-enabled machine which reads book and replies to the questions.
By
knaveen
Difficult
Traffic Segmentation Using Ultra96v2 And Vitis-ai
This is a real time demo running on Ultra96V2 for segmentation a live YouTube video stream from Shibuya Crossing, Tokyo.
By
knaveen
Difficult

Low-power Iot Intruder Detector With Raspberry Pi 4 + Pico
Use a Raspberry Pi Pico board along with a motion sensor to wake up the Raspberry Pi 4 and run a CV script that alerts you if a stranger is seen.
Moderate

Handwriting Recognition
This IMU-equipped pen is trained to recognize handwritten numbers
By
knaveen
Difficult


Voice Recognition At The Edge
I have built a device which can detect voice commands and takes action.
By
knaveen
Difficult

Diagnostico
This is an intelligent patient monitoring solution that uses BLE to collect data from patients and a unique ML core that predicts body parameters like cholesterol using non-invasive techniques.
By
srimanth
Easy

An Internet Controlled 2020 Smusher
Let’s face it: 2020 was a terrible year and we’d love nothing more than to see it disappear.
Moderate