Output size of GAN Example

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Alvaro Huerta
Alvaro Huerta on 4 May 2020
Commented: Abdullah alsuhail on 27 Aug 2020
I am using the example of GAN to generate images, and I would like the output generated to be of a different size than 64x64x3, I've tried to change several parameters but I can't get it.
Any ideas?
Thanks in advance.
Alvaro Huerta
Alvaro Huerta on 11 May 2020
thanks for your reply.
I have tested the code, the output are images with 64x64 pixels. The example is in the link below.
Thanks for all.

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Answers (1)

Sai Bhargav Avula
Sai Bhargav Avula on 11 May 2020
Edited: Sai Bhargav Avula on 11 May 2020
The final size depends on the generator network architecture.
One way to achieve it is to change the filtersize of the generator may not be the ideal case for this example.
The ideal way is, based on your required output size you have to add transposedConv2dLayer to the architecture with proper filter size.
For example if you want the size to be 128*128 then simply add one more transposedConv2dLayer to the architecture
Remember you need to adjust the filtersize and channels accordingly
Hope this helps!
Abdullah alsuhail
Abdullah alsuhail on 27 Aug 2020
Hi Sara,
Did you find the solution? I stuck with the same problem.
I will appreciate if you can share the code here.
Thank you so much

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