Image classification of satellite images onboard a nanosatellite.

Contents

• Introduction
• Installation
• Getting Started
• Demo
• License

Introduction

I designed the software used to classify Earth, Space and Sun-Flare images onboard a nanosatellite. Its purpose is to optimize the bandwidth used in sending the data to the ground station during downlink.

Installation

Requirements

• Linux/Windows/Mac
• Python 3
• Google Colab

Dependencies

pip install -r requirements.txt

Getting-Started

Training and Inference

Run the model.py or model.ipynb to start the training and testing process. The result will give output files of ICU_model.h5 and a lite version model_tflite.

python model.py

Demo

Earth

Sun Flare

Space

License

This repo is licensed under MIT License