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    $\begingroup$ Colour is also worth looking at for data augmentation. $\endgroup$ Commented Dec 31, 2016 at 7:28
  • $\begingroup$ Can you also share the code for the rotation and shearing etc ?? @wacax $\endgroup$ Commented Apr 4, 2017 at 12:34
  • $\begingroup$ You guys can use a package like keras for data augmentation. $\endgroup$ Commented Jun 15, 2017 at 18:02
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    $\begingroup$ For anyone having problems with importing of the scipy.misc module. You need to import scipy.misc. stackoverflow.com/questions/13581593/… $\endgroup$ Commented Jun 26, 2017 at 19:40
  • $\begingroup$ As for image resizing, what method is usually used in state of the art methods, e.g. those used on ImageNet? $\endgroup$ Commented Apr 29, 2018 at 21:56