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Modular Framework for ML Inference on Geospatial Data

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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**<br />
  Define and run pipelines from composable components instead of writing ad hoc scripts

- **Config-driven CLI**<br />
  Define and run the same pipelines with the command-line interface using a simple declarative config file

- **Extensible by design**<br />
  Add custom components via a plugin registry and distribute them as a plugin package

- **AI framework-agnostic**<br />
  Use models from PyTorch, TensorFlow, ONNX, or scikit-learn

---

## Installation

### Installation with pip

```bash
pip install geospaitial-lab-aviary
```

Note that aviary requires Python 3.10 or later.

Have a look at the [installation guide][installation guide pip] for further information.

[installation guide pip]: https://geospaitial-lab.github.io/aviary/how_to_guides/installation/how_to_install_aviary_with_pip

### Installation with uv

```bash
uv pip install geospaitial-lab-aviary
```

Note that aviary requires Python 3.10 or later.

Have a look at the [installation guide][installation guide uv] for further information.

[installation guide uv]: https://geospaitial-lab.github.io/aviary/how_to_guides/installation/how_to_install_aviary_with_uv

### Installation with Docker

```bash
docker pull ghcr.io/geospaitial-lab/aviary
```

Have a look at the [installation guide][installation guide docker] for further information.

[installation guide docker]: https://geospaitial-lab.github.io/aviary/how_to_guides/installation/how_to_install_aviary_with_docker

---

## Next steps

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

[how-to guides]: https://geospaitial-lab.github.io/aviary/how_to_guides

---

## Documentation

The documentation is available at [geospaitial-lab.github.io/aviary].

[geospaitial-lab.github.io/aviary]: https://geospaitial-lab.github.io/aviary

---

## License

aviary is licensed under the [GPL-3.0 license].

[GPL-3.0 license]: LICENSE.md

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