Demeter

A forest monitoring system

Demeter is a forest monitoring system that uses a combination of computer audio and machine learning to detect and classify forest fires. It is designed to be used in conjunction with a Circuit Playground Express, but can also be used with a device that can input sound.

Technologies Used

• Circuit Playground Express
• Arduino IDE
• p5.js
• Google Teachable Machine
• Machine Learning

Usage

1. Place the Circuit Playground Express in the forest
2. Wait for the Circuit Playground Express to detect a sound
3. The JS code will then send the audio to the Teachable Machine
4. The Teachable Machine will then classify the audio as a forest fire or not
5. The JS code will then send the result to the Arduino
6. The Arduino will then flash the LED on the Circuit Playground Express

Credits

• Circuit Playground Express
• p5.js
• Google Teachable Machine
• Machine Learning

Contributors

• Banshaj Paudel: GitHub
• Naseeb Dangi: GitHub
• Udhbhav Ghimire: GitHub
• Pankaj Adhikari: GitHub