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aviary is the pythonic way to run your AI models on geospatial data with minimal boilerplate – from quick prototyping to production-grade pipelines.

  • High-level Python API
    Define and run pipelines from composable components instead of writing ad‑hoc scripts

  • Config‑driven CLI
    Define and run the same pipelines with the command-line interface using a simple declarative config file

  • Extensible by design
    Add custom components via a plugin registry and distribute them as a plugin package

  • AI framework-agnostic
    Use models from PyTorch, TensorFlow, ONNX, or scikit‑learn

Installation

pip install geospaitial-lab-aviary

Note that aviary requires Python 3.10 or later.

Have a look at the installation guide for further information.

uv pip install geospaitial-lab-aviary

Note that aviary requires Python 3.10 or later.

Have a look at the installation guide for further information.

docker pull ghcr.io/geospaitial-lab/aviary

Have a look at the installation guide for further information.

Next steps

Have a look at the how-to guides to get started.

License

aviary is licensed under the GPL-3.0 license .