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cloudcasting-app

contributors badge ease of contribution: hard

This repo is used to run the OCF-ATI cloudcasting model live in production. This model takes previous frames of EUMETSAT satellite images and forecasts the future frames to come.

The repo associated with training the models run here is https://github.com/openclimatefix/sat_pred

The model checkpoints are hosted at: https://huggingface.co/openclimatefix/cloudcasting_uk

Installation

Setup / Installation

git clone https://github.com/openclimatefix/cloudcasting-app
cd cloudcasting-app
pip install .

Example usage

Running the app locally

It is possbile to run the app locally by setting the required environment variables listed at the top of the app, these should point to the relevant paths for loading satellite data and saving predicitons.

Development

Running the test suite

The test suite is via pytest and can be run from command line using

pytest

Contributing and community

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Contributors


Part of the Open Climate Fix community.

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