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Odeon

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

Install / Use

/learn @IGNF/Odeon
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

ODEON

License

English | Francais

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 .

Related Skills

View on GitHub
GitHub Stars22
CategoryEducation
Updated1y ago
Forks3

Languages

Python

Security Score

80/100

Audited on Mar 7, 2025

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