hugin

HuginEO - Machine Learning for Earth Observation experimentation tool


Keywords
deep, learning, machine, earth, observation, earth-observation, machine-learning
License
Apache-2.0
Install
pip install hugin==0.2.2

Documentation

Hugin

Build Status Documentation Status

Hugin helps scientists run Machine Learning experiments on geospatial raster data.

Overall Hugin aims to facilitate experimentation with multiple machine learning problems, like:

  • Classification
  • Segmentation
  • Super-Resolution

Currently Hugin builds on top of the Keras machine learning library but it also aims to support, in the future, additional backends like scikit-learn.

Documentation for Hugin is available at https://hugin-eo.readthedocs.io/

Acknowledgments

This project is supported by the European Space Agency through the ML4EO project.