search

MALES-project / SpeckleCn2Profiler

:satellite: :cyclone: A platform to use speckle patterns to describe atmospheric turbolence
https://males-project.github.io/SpeckleCn2Profiler/
MIT License
3 stars 0 forks source link

Different realizations as color channels #4

Closed SCiarella closed 6 months ago

SCiarella commented 7 months ago

Use different realizations from the same screen values as different color channels.

This can be particularly useful if experimentally the speckle pattern varies rapidly (assuming that the real 'screen values' remain constant)

SCiarella commented 6 months ago

It is also possible to use the same mono-channel model, and average the predictions on ensembles of images

SCiarella commented 6 months ago

Check if it is memorizing patterns because the ensemble may repeat some in train and test