/Lush-Scan

Detect deforestation using satellite images and machine learning techniques.

Primary LanguagePython

Lush-Scan

This project aims to detect deforestation using satellite images and machine learning techniques.

Installation

  • Clone the repository: git clone https://github.com/Pree46/Deforestation-Detection.git
  • Install dependencies: pip install -r requirements.txt

Usage

  • Run the model.py script to train and evaluate the machine learning model.
  • View the segmented images in the generated plots.

Features

  • 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.

Contact

R Preethi