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zhangboshen avatar zhangboshen commented on July 28, 2024

Thanks for sharing the testing code. I'm trying to reproduce the training code would like to know the implementation details for data augmentation.

. Random in-plain rotation: what are the parameters used?
. Random scaling for both in-plain and depth dimension: is each dimension scaled independently and what are the parameters used?
. Random gaussian noise is also randomly added with the probability of 0.5: which dimensions is noise added to and what are the parameters used?
. For each image in the training set, is data augmentation performed 3 times (rotation, scaling, adding noise)?
. Does data augmentation increase the number of samples in the training set (i.e. both original images and augmented images are used)?

Hi, please check our training code for details: https://github.com/zhangboshen/A2J/tree/master/src_train

from a2j.

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