Can a quantum generator in Hybrid GAN generate RGB images? The generator is quantum, and the discriminator is classical. The basic example of GAN is DCGAN Tutorial — PyTorch Tutorials 2.0.0+cu117 documentation and for QGAN is Quantum GANs — PennyLane documentation I just need a quantum generator …

I can’t have access to an HPC and i don’t know other people who has it. Anyway, when you (and pennylane team) made improvements to the quantum simulator, tell me, so I can try again the training. Thank you for your help

can you guys please share the entire code with me im trying to work on similar problem and want to redo this . Also will convert rgb images with higher resolution inot format that currently demo supports work ?? how does the quantum circuit change in that case

Hey @sana_falak_jakati , welcome to the forum! @Eleonora_Panini and @mass_of_15 had some other forum posts / discussions about this (e.g., How to scale the QGAN example to more qubits ). I think if you search around you might be able to find it. If not, we’ll have to wait for them to respond …

Hello @isaacdevlugt thanks for the response i was trying out some stuff and images generated arent great so far will post results :slight_smile: Meanwhile just wanted to check if there are any papers or any leads if someone has tried Pgans using quantum ?

I’m not sure that I’ve ever heard of a PGAN :thinking: and when I google it not a whole lot comes up. Can you attach some references for that? You may have already come across these, but we have some demos on GANs in PennyLane: [image] PennyLane — Results A Python library for quantum m…

Hello Issacdevlugt, Here is some details of PGANS " https://machinelearningmastery.com/introduction-to-progressive-growing-generative-adversarial-networks/ " i was looking for progressive GANS which caters to generating high resolution and big scale images . Is there any similar work done in quan…

Hey @sana_falak_jakati , to my knowledge, I’m not sure there has been any quantum applied to this. Might be a good thing for you to try out!

HI @sana_falak_jakati did you reach some results with the progressive GAN adapted for quantum circuits and RGB images?

Hello @isaacdevlugt , I am want to use default.qutrit, instead of lightning.qubit. Just a quick question, can I use same Parametrized circuit used in Patch Quantum GAN, using qutrit? Is all the rotation gates and controlled gates, supported in qubit be applied to qutrit? Also I know that from https:/…

Hi @mass_of_15 ! Thank you for your question. Since this thread is already very long and your question is related more to qutrits than to GANs, would you be ok with opening a new thread with your question? This way we can ask our qutrits expert and it will be easier for them to help you. If you cou…

Quantum GAN for RGB images

PennyLane Help

mass_of_15 April 8, 2024, 3:48pm 112

I have created new thread for qutrits as requested.

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Quantum GAN for RGB images

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