This project aims to detect deforestation using satellite images and machine learning techniques.
- Clone the repository:
git clone https://github.com/Pree46/Deforestation-Detection.git
- Install dependencies:
pip install -r requirements.txt
- Run the
model.py
script to train and evaluate the machine learning model. - View the segmented images in the generated plots.
- Utilizes satellite images and machine learning to detect deforestation.
- Preprocesses satellite data and extracts features for model training.
- Evaluates the model for accuracy in identifying deforestation areas.
- Contributes to environmental conservation efforts by analyzing land cover changes.
- Provides insights into deforestation patterns through accuracy metrics and visualizations.
R Preethi