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Data are CenterCroped during preparation. However, if images are too small, the output cropped image is zero-padded. I have the intuition that when the model is exposed to data that include zeros, the model performance is reduced because these zeros represent a strong discontinuity:
I would like to try using mirroring instead of zero-padding and see how training goes.
Related to #1259 #1018 #1231
The text was updated successfully, but these errors were encountered:
Data are CenterCroped during preparation. However, if images are too small, the output cropped image is zero-padded. I have the intuition that when the model is exposed to data that include zeros, the model performance is reduced because these zeros represent a strong discontinuity:
I would like to try using mirroring instead of zero-padding and see how training goes.
Related to #1259 #1018 #1231
The text was updated successfully, but these errors were encountered: