Closed SCiarella closed 6 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)
It is also possible to use the same mono-channel model, and average the predictions on ensembles of images
Check if it is memorizing patterns because the ensemble may repeat some in train and test
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)