wildfire-detection-from-satellite-images-ml
In this project, we detect forest wildfire from given satellite images. I have used CNN, with a training dataset of 2000 images.
Demo:
Model training
Refer to the research.ipynb jupyter notebook to know the steps taken for model development and algorithm.
Installing and running this app:
- Requirements: Use pip install to download following packages
- Tensorflow and Keras
- Flask
- WSGI server (see the error message when running Flask app, and install all specified packages)
- running the app:
- run command: python app.py in the project folder
- Once the server starts, open browser, the app runs on http://127.0.0.1:5000/
- "test satellite images" folder contains some satellite images that you can upload to check the working of this application.