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Published 20 hours ago • verified publisher icon Holliemin9090

Data Augmentation

Open latoa opened this issue 3 years ago • 1 comments

Could you please confirm that data augmentation is duplicating the train and validation sets? Each image is only transformed once, right?

latoa avatar Jun 18 '21 20:06 latoa

Hi, maybe duplicating is not the best decription, since augmented image would be transformed and normally not the same as the original image. The 'imgaug' library was used. Please find more information at https://imgaug.readthedocs.io/en/latest/index.html. The image is augmented once. As for how the augmentation was applied, please check out the code in the original Mask_RCNN page. https://github.com/matterport/Mask_RCNN/blob/master/mrcnn/model.py

Holliemin9090 avatar Jul 02 '21 06:07 Holliemin9090