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Matlab does not currently support Generative Adversarial Neural Networks

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I searched a lot to see if Matlab supports GAN but unfortunately it does not. I just found deconvolution layer. does anybody know how I can use that for designing a GAN. I am gonna integrate a GAN block within a DAG network and I am not sure if it is possible. I found also another open source lib 'MatConvNet'. is is possible to use it within DAG? Thank you very much I hope it is not wasting time working on deep learning with Matlab.
web address of matconvnet: http://www.vlfeat.org/matconvnet/
web address of DAG : https://blogs.mathworks.com/deep-learning/2018/03/19/creating-a-dag-network-from-dag-parts/
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Accepted Answer

Yui Chun Leung
Yui Chun Leung on 4 Apr 2020
I implemented different types of GANs with Matlab, including DCGAN, cGAN, CycleGAN and more.
You can find my files in FileExchange or Github (https://github.com/zcemycl/Matlab-GAN).
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Yui Chun Leung
Yui Chun Leung on 4 Apr 2020
Atallah,
Here is the code used for transforming jpg and png to mat.
https://github.com/zcemycl/Matlab-GAN/blob/master/CycleGAN/LoadAppleOrangeDatabase.m https://github.com/zcemycl/Matlab-GAN/blob/master/Pix2Pix/LoadFacadeDatabase.m
But if you want a dataloader like in pytorch, you have to rewrite the for loop and put the jpg loader in it.

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More Answers (5)

Shounak Mitra
Shounak Mitra on 6 Jun 2019
In the next release, we're going to provide some flexbilities to design advanced networks such as GANs, Siamese Networks etc. Hang on :)
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KH TOHIDUL ISLAM
KH TOHIDUL ISLAM on 19 Sep 2019
It is avilabel now, please check this out. Train Generative Adversarial Network (GAN)

Atallah Baydoun
Atallah Baydoun on 7 Jun 2019
Thanks Mitra for the info.
But when is the next release going to be ?
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Wonho Song
Wonho Song on 28 May 2020
Hello.
Thanks for these nice codes.
Normally we do have checkpoints and model to save to a file.
  1. I want to know how to save the model.Is it good to save the paramGen and paramDis? and if it is then how to use as a model.
  2. 2 .And also I want to know how to test pix2pix.m to a specific image file.Thanks in advance.
  1 Comment
Atallah Baydoun
Atallah Baydoun on 28 May 2020
Hey Wonho,
I ended up by using pix2pix from this link.
https://www.mathworks.com/matlabcentral/fileexchange/74779-pix2pix
It automatically saves the model. You can se from the link that many troubleshooting issues were resolved.

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David Willingham
David Willingham on 27 Aug 2020
Since R2019b, MATLAB has supported the implementation of GAN's.
More information on this can be found here.
Regards,
David Willingham
Deep Learning Product Manager, MathWorks

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