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- Electric Imp
- Elegoo
- Elephant Robotics
- Ender
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- Espruino
- Everything ESP
- evive
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- GoPro
- Helium
- Hologram
- Home Assistant
- Honeywell
- IBM
- ICStation
- Idiotware Shield
- IDT
- IFTTT
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- Intel
- Itead
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- Jupyter
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- LabVIEW
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- Linux Arm
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- M5Stack
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- Makeblock
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- MATRIX Labs
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- MediaTek Labs
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- Microchip
- MicroPython
- Microsoft
- MikroE
- MikroElektronika
- MIT App Inventor
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- MQTT
- myDevices
- nanoFramework
- NeoPixel
- Netduino
- Neuton Tiny ML
- noads
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- NodeMCU
- Nordic Semiconductor
- NVIDIA
- NVIDIA Jetson
- NXP
- Oculus
- ON Semiconductor
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- OpenCV
- Panasonic
- Particle
- PCBWay
- Philips hue
- PHPoC
- Pi Supply
- Pimoroni
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- Prusa
- Punch Through
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- Pycom
- Python
- Qualcomm
- RakWireless
- Raspberry Pi
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- 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
Third Eye: Face Recognition Model, Ocr (read) & Translation
Third eye is an assistive device for the visually impaired that integrates face recognition model, OCR & Translation system (7 languages)
By
RucksikaaR
Difficult
Easy Anomaly Detection + Alerts With Edge Impulse And Blues
Learn how to build a supervised anomaly detection project with Edge Impulse that syncs inferences with the cloud using the Blues Notecard.
By
RobLauer
Moderate
Ai-driven Interactive Lab Assistant W/ Opencv & Chatgpt
In remote learning, provide insightful guidance on lab equipment as auto-generated lessons via object detection and artificial intelligence.
Expert
Fight Fire 🔥 - Wild Fire Prediction Using Tinyml 🧠
Fight Fire is a wildfire prediction device that will help the firefighting authority to respond quickly to the wildfire.
By
zainmfd
Expert
Internet Connected Patient Monitoring With Cellular Iot
Transforming healthcare using IoT, advanced sensors, machine learning, and RTOS for global, efficient, and continuous patient monitoring.
By
arunvarghese
Difficult
Fiber Optic Fault Alert With Blues, Edge Impulse & Qubitro
This project tutorial will show you how to implement a Fiber Optic Cable fault detection system with machine learning, Blues & Qubitro.
By
pradeeplogu0
Moderate
Ai-driven Ble Travel Emergency Assistant W/ Twilio
Detect keychains to inform emergency contacts via WhatsApp / SMS. Display results via BLE. Let contacts request location info from Maps API.
Expert
Flowguard: Real-time Water Management With Iot And Ai
Empowering Students for a Sustainable Future through Real-time Water Monitoring and Wastage Prevention with TinyML and IoT
Difficult
Waste Sorting With Tinyml
Waste management on your campus with advanced AI-powered waste sorting system, promoting sustainability and inclusivity.
By
arunvarghese
Expert
Fire Detector Using Omniverse Replicator And Arduino Nicla
This is a proof-of-concept project that demonstrates the use of TinyML and synthetic dataset for fire detection.
By
shakhizat
Difficult
Small-footprint Keyword Spotting For Low-resource Languages
Our project aims to develop an efficient system for detecting keywords in languages with limited resources on the Arduino Nicla Voice.
By
shakhizat
Difficult
Ai-assisted Pipeline Diagnostics And Inspection W/ Mmwave
Extract data items from a mmWave sensor, train a NN to diagnose pipeline defects, and inspect results w/ deformed pipe images on a web app.
Expert
Tinyml: An Always-on Audio Classifier Using Synthetic Data
Use machine learning to build a system that can recognize audible events, particularly your name through audio classification.
By
shakhizat
Difficult
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