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fdbesanto2 / odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing

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ODEON

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Why this name

ODEON stands for Object Delineation on Earth Observations with Neural network.

What is the purpose of this library?

It used to be a set of command line tool for semantic segmentation, it is now pivoting to an agnostic framework for deep learning applied to GIS industry

Installation

The new version is still in high development phase, but you can still use the legacy version

Installation requirements

As Gdal dependencies are presents we recommend to install the dependencies via conda/mamba before installing the package:

Legacy version

  git clone -b odeon-legacy git@github.com:IGNF/odeon.git
  cd cd odeon
  conda(or mamba) env create -f package_env.yml
  pip install -e .

New version

  git clone git:odeon-legacy git@github.com:IGNF/odeon.git
  cd cd odeon/packaging
  conda(or mamba) env create -f package_env.yaml
  pip install -e .

About

ODEON is a task-agnostic framework for deep learning applied to remote sensing

License:Apache License 2.0

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Language:Python 100.0%