Quantum Generative adversarial networks accuracy

[Abby]

are there any proven methods to increase the accuracy and for lowering the cost of a QGAN especially on NISQ Hardwares @nathan , @CatalinaAlbornoz or @isaacdevlugt I need some insights on this

[isaacdevlugt]

Hey @Abby! Welcome back

We have a couple demos on quantum GANs that you might find helpful:

• Quantum GANs | PennyLane Demos
• Quantum generative adversarial networks with Cirq + TensorFlow | PennyLane Demos

There’s also some recent rumblings on the forum about qGANs that you might find useful!

Quantum GAN for RGB images

I didn’t find any model, paper or code of quantum GAN with RGB images posted on network. Our model is the patch quantum GAN and it is a hybrid model, some papers that I linked in the previous mail talk about this but they are applied to greyscale images. I think our implementation for RGB is correct becuase the training works, the problems of the wrong output may be: the network with RGB requires a more performant hardware otherwise we need to change something into the quantum generator. I notic…