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Does anyone know where to find the code for elastic distortions used on MNIST dataset? Mentioned in 2012 Dan Ciresan paper, also citing P. Simard, D. Steinkraus, and J. Platt, “Best practices for convolutional neural networks applied to visual document analysis,” in Seventh International Conference on Document Analysis and Recognition, 2003, pp. 958–963

asked Jan 17 '13 at 11:32

Yaroslav%20Bulatov%203's gravatar image

Yaroslav Bulatov 3
31113


3 Answers:

Hello,

I have some code for elastic transformations as well as some other image operations for MNIST, such as width normalization here. It is written in python.

This answer is marked "community wiki".

answered Jan 07 at 12:23

Vinayak's gravatar image

Vinayak
1

edited Jan 07 at 12:26

You can get the original code by Loosli and Bouttou right here. You can use it either as a stand-alone executable to generate distorted MNIST images, or as a library.

answered Nov 15 '14 at 13:55

Jotaf's gravatar image

Jotaf
1

The exact procedure is described here [1] but I don't know of any code.

[1] http://arxiv.org/pdf/1103.4487v1.pdf

answered Jan 21 '13 at 09:28

Justin%20Bayer's gravatar image

Justin Bayer
170693045

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