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.

Indoor-outdoor Environmental Classification Using Tinyml

This project is a proof of concept to demonstrate how you can implement Indoor and Outdoor classification using tinyML and Nordic Thingy:91.

Recognizing Mnist-based Handwritten Digits On M5stack Core2

Learn how to quickly develop a TinyML model to recognize drawn digits on touch interfaces with low-power MCUs.

Cardboard Gun That Points At Your Face - Opencv And Arduino

The next best thing after the invention of the wheel and the printing press. A robot that tracks your face and points a gun at it, it makes you feel like a racial minority. Here's the video where I show the process of making it:.

Tiny Ml For Big Hearts On An 8-bit Microcontroller

Predict the possibility of arrhythmias on an 8- bit Microcontroller, without sending the corresponding sensor data to the cloud.

Real-time Food Quality Prediction

Detect spoiled products using the Tiny Machine Learning approach.

Tiny Ml Air Writing Recognition With Nicla Sense Me

Experimenting with air-writing recognition on Arduino’s smallest board