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Matlab does not currently support Generative Adversarial Neural Networks

Asked by ashkan dashtban on 21 Apr 2018
Latest activity Commented on by Atallah Baydoun on 19 Sep 2019 at 13:42
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/

  8 Comments

yes, you are right. but here I want to know how to fulfill GAN with official deep learning tool box of matlab but not matconvnet?
Generative Adversarial Neural Networks are not available in any Mathworks product. They are not supported by the Neural Network toolbox.
ashkan dashtban comments to me:
Exactly and we hopefuly expect it to be available in near future!

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3 Answers

回答者: Shounak Mitra 2019 年 6 月 6 日

In the next release, we're going to provide some flexbilities to design advanced networks such as GANs, Siamese Networks etc. Hang on :)

  2 Comments

ashkan dashtban 2019 年 6 月 8 日
  • we hope Matlab will provide more flexibility in new release to enable us to build hybrid dynamic networks by combining different components of neural networks. Also, If we could add customized metric funciotions, say precision instead of accuracy.! such capability makes MatLab much more powerfull and handy than python!
Shounak Mitra 2019 年 6 月 10 日
Great feedback. We're working on that too.

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回答者: KH TOHIDUL ISLAM 2019 年 9 月 19 日 5:27

It is avilabel now, please check this out. Train Generative Adversarial Network (GAN)

  1 Comment

Atallah Baydoun 2019 年 9 月 19 日 13:42
Yep, It was the first thing I checked when I got the email about Matlab 2019 b.
Thanks!

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Answer by Atallah Baydoun on 7 Jun 2019

Thanks Mitra for the info.
But when is the next release going to be ?

  5 Comments

Atallah Baydoun 2019 年 6 月 7 日
I am basically interested in DCGAN and cGAN. Will these types be supported ?
Shounak Mitra 2019 年 6 月 10 日
Let's think of it in terms of what important features you need to create GANs - autodifferentiation, custom training loops, and may be custom layers too (if you're curious!). All those things are planned to be supported. And of course, the deep learning layer support will be there.
Hopefully then Matlab will include an example on GAN generation also.

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