Closed valentinitnelav closed 2 years ago
This should be handeled in the new updated code, since datasampling will be done by its ID within a dataframe.
Great, I also try to make use of a data.frame when sampling for the field images. I move slowly with pandas :) I think I will start a separate GitHub repo for P2 and invite you there as I need feedback with code/double-check, or checking if things make sense.
I think there is a minor data loss in 2_split_dataset.py when the slicing of the train, val, test lists is done at the lines 61-77. I think a few images are missed, but this doesn't impact the quality. Is good to keep this in mind for Paper 1 thought.
FYI, here is a slice minimal example I did so that I understand the issue: