I want to change the resolution of a GAN I'm currently working with. The generator and discriminator consist of convolutional layers (Conv2DTranspose and Conv2D). How do I know how to change each layer to get for example a twice as big resolution? I tried to google it the whole day but couldn't find a feasible solution. I really appreciate any help you can provide.
This is the Code for the GAN (the tensorflow version): https://learnopencv.com/conditional-gan-cgan-in-pytorch-and-tensorflow/