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- CircuitPython
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- ControlEverything.com
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- 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
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- Jupyter
- KiCad
- LabVIEW
- LattePanda
- Leap Motion
- LEGO MindStorms
- LeMaker
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- Linux Arm
- Losant
- M5Stack
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- Makeblock
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- MATRIX Labs
- Maxim Integrated
- Meadow
- MediaTek Labs
- micro:bit
- Microchip
- MicroPython
- Microsoft
- MikroE
- MikroElektronika
- MIT App Inventor
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- MQTT
- myDevices
- nanoFramework
- NeoPixel
- Netduino
- Neuton Tiny ML
- noads
- Node-RED
- NodeMCU
- Nordic Semiconductor
- NVIDIA
- NVIDIA Jetson
- NXP
- Oculus
- ON Semiconductor
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- OpenCat
- OpenCV
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- Particle
- PCBWay
- Philips hue
- PHPoC
- Pi Supply
- Pimoroni
- PINE64
- PlatformIO
- Prusa
- Punch Through
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- 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
Bird Detection With Tinyml And A Blues Notecard
I built a project to identify birds at a bird feeder using Machine Learning (TinyML) and transmit data to the cloud with a Blues Notecard
By
CosmicBee
Moderate
Fart Monitoring Using Coral Dev Board Micro
A low-powered edge device that detects farts and keeps track of them using a TensorFlow model running on a Coral Edge TPU
By
knaveen
Moderate
Relic Cyberware
Bring some Cyberpunk to life and some Keanu to your ears. Arasaka would be proud.
By
314Reactor
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
Terminator Skull
A T-800 skull that can talk, listen and detect humans/objects using ML
By
314Reactor
Difficult
Predictive Maintenance Of Compressor Water Pumps
Applying sensor fusion with RSL10 and Bosch sensors to run a TinyML model for predictive maintenance of compressor water pumps.
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
Irrigation Level Assessment By Thermal Imaging W/ Tensorflow
Collect irrigation level data by thermal imaging, 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
Bot Engine
A customisable & expandable interface that uses my Chatbot with additional ML based sentiment analysis with visual/audio output.
By
314Reactor
Moderate
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
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