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NVIDIA / pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs
https://tcwang0509.github.io/pix2pixHD/
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Small noisy patches in output #339

Open luser350 opened 4 months ago

luser350 commented 4 months ago

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 commented 4 months ago

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

zhangxiaojuan66 commented 4 months ago

你好，邮件已收到，祝你万事如意，生活愉快！

luser350 commented 4 months ago

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 commented 4 months ago

@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 commented 4 months ago

@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 commented 2 months ago

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

zhangxiaojuan66 commented 2 months ago

你好，邮件已收到，祝你万事如意，生活愉快！