improve detection augmentation pipeline #250
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add polygon validation to filter and clip polygons that are out / partially out of an image
SamitHuang
approved these changes
May 3, 2023
HaoyangLee
approved these changes
May 3, 2023
wtomin
reviewed
May 3, 2023
wtomin
reviewed
May 3, 2023
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Motivation
Added probabilities to augmentations to avoid introducing bias for some datasets.
Improved polygon validation and clipping process (instead of simply clipping with
np.clip).