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simoroma / RecoverGANlatentVector

Given an image generated by a GAN it recovers its latent vector
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Cannot get your results #1

Open nikiibayat opened 4 years ago

nikiibayat commented 4 years ago

Hey there, Thanks for your blog post and implementation. I have been trying to use your code to get z vector of my own images, however my results don't look as good as you no matter how many iterations I use. I have attached a sample celebA face and the reconstructed face I achieve. Can you help me with fixing my code? reconstructed_imgs

simoroma commented 4 years ago

Does the image come from CelebA dataset? Could you try to use the same images I used in the blog post so you can double check if it works. Or you might also try to generate an image first based on this code https://github.com/tkarras/progressive_growing_of_gans Then you can try to recover the latent vector.

You could also try out a more recent version based on StyleGAN2 https://colab.research.google.com/drive/1ShgW6wohEFQtqs_znMna3dzrcVoABKIH

datduong commented 3 years ago

Did you use the same processing steps as in stylegan (e.g. blur background, center the face, etc) ?

nikiibayat commented 3 years ago

Hello, I crop the faces using MTCNN.

Yours Sincerely, Nicky Bayat

On Feb 16, 2021, at 6:28 PM, Dat Duong notifications@github.com wrote:

 Did you use the same processing steps as in stylegan (e.g. blur background, center the face, etc) ?

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