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Small noisy patches in output #339

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luser350 opened this issue May 11, 2024 · 7 comments
Open

Small noisy patches in output #339

luser350 opened this issue May 11, 2024 · 7 comments

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@luser350
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luser350 commented May 11, 2024

Hi, I am training a face-retouching model using FFHQ and FFHQR datasets. Since I am training on 1024x1024 my batch size is 2. Here is the sample output
epoch008_synthesized_image

As you can see there is a small noisy patch on the forehead of the image. This noisy patch consistently shows up on every generated image.
How can this problem be rectified @aaronp24 @lukeyeager @javl @aflat ?
opt.txt

@luser350
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3 weeks and still no answer.......??????????

@zhangxiaojuan66
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zhangxiaojuan66 commented May 30, 2024 via email

@luser350
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luser350 commented May 30, 2024

Hello, I have received your email. I wish you all the best and a happy life!

Thanks for your reply, what might be wrong with the training? I have tried a higher batch size (6) but still I am getting these noisy patches.

@javl
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javl commented May 30, 2024

@luser350 I haven't used pix2pix in a long time so I can't help you.

Keep in mind: you're using a free and open source tool, nobody is obligated to help and comments filled with question marks or sneers toward other users aren't going to convince anyone to spend time on this issue.
Maybe start by explaining what you've already tried yourself?

@luser350
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luser350 commented May 30, 2024

@javl thanks for your reply
Firstly I felt mocked by @zhangxiaojuan66 reply. I have updated my previous comment and answered your question

what you've already tried yourself?

Here is my loss_log.txt

@Roshan-digi5
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Hello,
Im having the same issue in my case at top right corner i get a small patch of noisy pixels

@zhangxiaojuan66
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zhangxiaojuan66 commented Jul 25, 2024 via email

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