victoriaklyueva / firefighting-copter

The notebook and the app with neural network that can detect forest fires

Convolutional neural network that can detect forest fires and GUI for it

It's Quantorium (children's technopark) project I made in the 11th grade

That project:

• won regional project exposition
• won All-Russian Project Competition "Promobil"
• participant of the first All-Russian forum of Quatorians
• participant of All-Russian festival "Технопредки"

About files

• wildfire.ipynb - notebook for learning and saving model
• main.py - the GUI app with OpenCV that use model and camera for classificating image from camera in real time
• saved_model.onnx - saved trained model
• kaggle.json - kaggle API (not actual) for downloading dataset from kaggle.com

About project

Our team downloaded the GUI app (main.py) on Raspberry PI 4. It use device's camera and make it possible to classificate image from it in real time. We used this design on a drone with flight assignment.

More about project

Landing pages:

• https://kvantoriumproject.ru/gerasim
• https://kvantoriumproject.ru/gerasim23 (you should wait some time page downloading, it's really interesting site)