Tabular Data Vs Computer Vision: Detecting Room Occupancy

Learn why room occupancy detection using environmental sensors and tabular data wins over computer vision.

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.

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.

Kitchen Activity Detection By Thermal Sensor Array Thingy:91

Detecting kitchen activity like boiling water on the gas cooking stove, running dish washing machine or just human presence using a mlx90640 sensor connecting it to the Thingy:91. This project is very much focused on software development aspect such maintainable reusable components, wireless debug support and updatability.

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.

Self Watering Smart Gardener

Project Eden is a fully IoT equipped station that has the ability to monitor the humidity, moisture and temperature surrounding the soil. It also parses data from Willyweather (local weather station) to determine if a rain event is occuring, and interlock the pump if so. There is a graphical interface i have setup on node-red to

Diy Hidden Bookshelf, Powered By Arduino And Google Home

Named after the famous historical library, Project Alexandria is a smart home controlled hidden storage container designed to look like a standard bookshelf. Using a linear actuator, WIFI development board and Adafruit integration, this project will help keep all your valuables secure and out of sight.

Real-time Food Quality Prediction

Detect spoiled products using the Tiny Machine Learning approach.

Case From The Newly Released Tinyml Cookbook

Check out how to repeat a TinyML experiment on building a weather station from the new “TinyML Cookbook” and make the model smaller

Mobile App For Esphome Devices On The Example Of Led Control

An ESP32-based Wi-Fi controller for addressable LED strips is controlled via a mobile application as well as other methods such as voice commands, a phone call, and a Telegram bot. This controller is just an example of an ESP32-based smart device with ESPHome firmware, for which a modern mobile application is available.

Thingy The Toast Master

In this project, I have shown how to use Thingy:91 with Edge Impulse to toast your bread perfectly.

Handmade Drawing Recognition Interface As From My Smartphone

Learn how to quickly develop TinyML models to recognize custom, user-defined drawn gestures on touch interfaces, embedded in low-power MCUs.

Plant Monitoring And Watering System Using Hexabitz

Set up your Pi to automatically take care of your plant by reading a moisture & weight data from Hexabitz modules, and watering when needed.

Oled Countdown Timer With Arduino

In this tutorial we are going to build a simple Countdown timer using an OLED Display & Arduino.

Internet Speed Monitoring With Qubitro

In this blog, I'll teach you how to use Qubitro to monitor your home Internet Speed from anywhere in the world.