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ASI-Irradiance

  • Downloads last image from FTP.

  • Crops image and applies black mask to unused area.

  • Calculates solar irradiance (DHI and GHI) from All Sky Image using pre-trained CNN model (saved in .h5 files in models folder).

  • Uploads predictions .csv to FTP. File contains a single wor with datetime, GHI and DHI predictions and is overwritten at each run.