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MALES-project / SpeckleCn2Profiler

:satellite: :cyclone: A platform to use speckle patterns to describe atmospheric turbolence
https://males-project.github.io/SpeckleCn2Profiler/
MIT License
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Average testing #42

Closed SCiarella closed 2 months ago

SCiarella commented 2 months ago

While it is natural to train the model using single-shot data (because of the turbulence speed that rapidly changes the speckle), a good sanity test is to see if the prediction gets better by doing inference in ensemble mode, i.e. using more than one speckle at the same turbulence for a single prediction.

This can be implemented as a validation test after training.

SCiarella commented 2 months ago

Closed by commit 29bc8afce5dd0a5d230f081fd1741ae0ee25c68b