Home Automation projects

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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.

Make it Smart with Nordic Thingy:91 Contest Winner

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.