Machine Learning for Deconvolution of Astronomical Images

HerCules (Herschel trained Cirrus present - This is the model that I have trained and tested with Hershel data. It had cirrus overlays on the training data and was effective in removing the cirrus from the final product.

Prima_Clean - This model was the one used prior to the initial submission of the PRIMAger works in 2024.

I have not had a chance to train a model on cirrus contaminated PRIMA images, however, with the use of the code from my github - https://github.com/MrCrispy941/fBmSky/tree/main - it should be simple enough to create a cirrus overlay to apply to a SIDES simulation image.