Did you have a look at https://github.com/layumi/2016_GAN_Matlab
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 DAG : https://blogs.mathworks.com/deep-learning/2018/03/19/creating-a-dag-network-from-dag-parts/
9 个评论
Walter Roberson
2018-7-18
ashkan dashtban comments to me:
Exactly and we hopefuly expect it to be available in near future!
Kenta
2020-5-15
As of now, some kinds of GAN such as conditional GAN are available.
For example, https://jp.mathworks.com/matlabcentral/fileexchange/75441-conditional-gan-and-cnn-classification-with-fashion-mnist
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/293123/image.gif)
采纳的回答
Yui Chun Leung
2020-4-4
I implemented different types of GANs with Matlab, including DCGAN, cGAN, CycleGAN and more.
2 个评论
Atallah Baydoun
2020-4-4
Thanks Yui,
I will take a look and see if I can adapt pix2pix to read .mat files instead of jpg and png.
Atallah
Yui Chun Leung
2020-4-4
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.
更多回答(6 个)
Shounak Mitra
2019-6-6
In the next release, we're going to provide some flexbilities to design advanced networks such as GANs, Siamese Networks etc. Hang on :)
2 个评论
KH TOHIDUL ISLAM
2019-9-19
It is avilabel now, please check this out. Train Generative Adversarial Network (GAN)
2 个评论
Atallah Baydoun
2019-9-19
Yep, It was the first thing I checked when I got the email about Matlab 2019 b.
Thanks!
Atallah Baydoun
2019-6-7
Thanks Mitra for the info.
But when is the next release going to be ?
5 个评论
Shounak Mitra
2019-6-10
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.
Wonho Song
2020-5-28
Hello.
Thanks for these nice codes.
Normally we do have checkpoints and model to save to a file.
- 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 .And also I want to know how to test pix2pix.m to a specific image file.Thanks in advance.
1 个评论
Atallah Baydoun
2020-5-28
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.
David Willingham
2020-8-27
Since R2019b, MATLAB has supported the implementation of GAN's.
Regards,
David Willingham
Deep Learning Product Manager, MathWorks
0 个评论
anbarasi l
2022-11-30
MATLAB has supported the implementation of CGAN.
You can find information on this in the below link
Train Conditional Generative Adversarial Network (CGAN)
https://in.mathworks.com/help/deeplearning/ug/train-conditional-generative-adversarial-network.html
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