Logo
  • Installation
  • Data download
  • Dataloaders
  • Training
  • Translation
  • Example Gallery
    • Sample data
    • Example data download
    • Dataloader Example
    • Example training
    • Example translations
      • Example data download
      • Dataloader Example
      • Example training
      • Example translations
  • Contact
Instrument-To-Instrument (ITI) documentation
  • Example Gallery
  • View page source

Example Gallery

This example gallery gives examples of how to use the individual modules of ITI.

Sample data

For the translation module sample data are used, which can be downloaded using the Downloading module or the test set which is publicly available.

Example data download

This example shows how to download data from from SDO/AIA, Solar Orbiter/EUI, and PROBA2/SWAP.

Download PROBA2/SWAP data

Download PROBA2/SWAP data

Download SDO/AIA data

Download SDO/AIA data

Download Solar Orbiter/EUI data

Download Solar Orbiter/EUI data

Dataloader Example

This example shows how to use ITI to obtain ML-ready data from SDO/AIA, Solar Orbiter/EUI, and PROBA2/SWAP.

Dataloaders: PROBA2

Dataloaders: PROBA2

Dataloaders: SDO

Dataloaders: SDO

Dataloaders: Solar Orbiter

Dataloaders: Solar Orbiter

Example training

This example shows how to start an ITI training for the translation between PROBA2/SWAP and SDO/AIA.

Example training script

Example training script

Example translations

Examples translations for the three heliophysics case studies with:
  • Image enhancement

  • Instrument intercalibration

  • Super-resolution

Translation of SOHO/EIT-to-SDO/AIA observations

Translation of SOHO/EIT-to-SDO/AIA observations

Translation of STEREO/EIT-to-SDO/AIA observations

Translation of STEREO/EIT-to-SDO/AIA observations

Translation of SWAP to AIA

Translation of SWAP to AIA

Translation of Solar Orbiter/EUI/FSI to SDO/AIA

Translation of Solar Orbiter/EUI/FSI to SDO/AIA

Download all examples in Python source code: gallery_python.zip

Download all examples in Jupyter notebooks: gallery_jupyter.zip

Gallery generated by Sphinx-Gallery

Previous Next

© Copyright 2024, Trillium Technologies Inc, Christoph Schirninger, Robert Jarolim, J. Emmanuel Johnson, Anna Jungbluth, Lilli Freischem, Cormac Purcell, Noah Kasmanoff, Anne Spalding.

Built with Sphinx using a theme provided by Read the Docs.