Category
Difficulty
Platform
Text Machina
Using GPT-2 models to generate text on a Raspberry Pi locally.
Tic-tac-toe Game With Tinyml-based Digit Recognition
Play Tic-Tac-Toe (also known as Xs and Os) using handwritten digits recognized with the help of TinyML techniques.
Get-fit
Your ultimate workout partner
Smart Shipment With Tinyml
Developing a TinyML solution for the Shipping Industry that allows users to track the status of a shipment/package in real time.
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.
Predicting The F1 Champion With Tinyml
Collecting and analyzing data to predict which F1 car will finish the race first.
Smart Asphalt Road Using Nordic's Thingy 91 Dev Board
This project is for further development of a smart asphalt road for connected things high speed such as autonomous vehicles
Gsm & Sms Enabled Ai-driven (tinyml) Water Pollution Monitor
Via MKR GSM 1400, collate water quality data from resources over GPRS to train a Neuton model, run the model, and transmit results via SMS.
Tabular Data Vs Computer Vision: Detecting Room Occupancy
Learn why room occupancy detection using environmental sensors and tabular data wins over computer vision.
Condition Based Maintenance Of Dc Motor
Use Thingy:91 to detect vibrations and classify them to detect different types of hard to spot motor defects.
Smart Home Fire Detector Iot Project
This is a Smart Home Fire Detector IoT project that sends temperature and air quality index to AWS IoT Core every 60 seconds. The IoT Core writes this data to Amazon Timestream. If the temperature is above 35 degrees and AQI is more than 200, it triggers the alarm.
Trukdoc – In-transit Vehicle Predictive Maintenance
An AI-based IoT solution for in-transit vehicle monitoring on Nordic Thingy:91
Smart Home Monitoring With Nordic Thingy:91 & Edge Impulse
The temperature and humidity have to be monitored continuously and the level of air quality and heat levels are used as an interrupt to prevent accidents using Nordic Thingy:91 & Edge Impulse.
Calido - Open-source Thermostat And Home Controller/monitor
Calido is a smart thermostat and smart-home controller and monitor. Accessible via HomeAssistant, or a wall-mounted connected screen
You are able to monitor and (automatically or not) control the temperature, humidity and overall air quality inside your home. It will also be able to control other smart-home devices accordingly.
Elevator Digital Twin With Anomally Detection
Digital Twin is of public elevators, to seamlessly improve maintenance.
Ml Anomaly Detection In Elevators W/ Edge Impulse & Notecard
A Blues Wireless Notecard provides cellular connectivity to a sound classification MCU. This is part of the elevator Digital Twin series.
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
Unlock Passwords With Tinyml-based Digit Recognition
Perform the MNIST digit recognition on passwords using the TinyML approach on a tiny MCU.