SatML

Overview

This project aims to develop an AI model for methane plume detection in hyper-spectral satellite images.

• Project Plan
• Related Research

Setup

Use Python 3.11 for the current requirements.

• Clone the repo and navigate to the SatML directory
• Create virtual environment:
  • On Linux: python3.11 -m venv venv
  • On Windows: py -3.11 -m venv venv
• Activate the virtual environment and set up requirements
  • On Linux: source venv/bin/activate
  • On Windows: venv/scripts/activate
• Update pip and install requirements

  pip install --upgrade pip
  pip install -r requirements.txt
  

System Architecture

Contributors

• Prahar Ijner [TPM]
• Sarah Ali [TPM]
• Harsh Patel [active core member]
• Michelle Yao [active core member]
• Yasmeen Elkheir [active core member]
• Madeline Kim [active core member]
• Chloe Zheng [active core member]

• Kelvin Ying
• Calista Besseling
• Cristian Moretto