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cordmap

⚠️CAUTION: this repo is still under heavy development⚠️

Tools for COmprehensive Rapid Digest maps for space weather.

example image

Above is an example input and output from the fine-tuned Segment Anything Model. This is a preliminary result which will be improved.

1. Preparing data

  1. Run bin/download_data.py to download the data.
  2. Run bin/prepare_data.py to clean the data and prepare Zarr archives

2. Train

Run bin/train.py

3. Evaluate

Run bin/evaluate.py

Contact

This is a work in progress. For more information, contact Marcus Hughes at [email protected].

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Machine learning to map the Sun

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