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The result video will flicker when human's eyes close.

Open jeremmoore opened this issue 1 year ago • 7 comments
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https://github.com/yerfor/GeneFacePlusPlus/assets/6760332/25ae30e9-59b9-4758-90ff-624a5bf99226

Very great project! I test my video. As shown in the video above, when I close my eyes, the video will flicker, which is referred to in the following figure. And the problem happened at the 3s,7s and 11s. I wonder what caused the problem.

showcase

jeremmoore avatar Feb 28 '24 08:02 jeremmoore

Well, what about this? I can't find the reason, plz help me. I used 23s video for training and the drv_aud is 6s long. As you can see, the result is so strange~

res.mp4

23s length may not be enough. Try a longer one. I used a 3-min video to train my own model

jeremmoore avatar Feb 28 '24 09:02 jeremmoore

23s length may not enough yes, but before this, I trained with 6s video and got good result. And what I want to know is that the training material MUST be consecutive? I mean, I formed 23s training video by joining two parts. Is this so crucial?

benchrus avatar Feb 28 '24 12:02 benchrus

23s length may not enough yes, but before this, I trained with 6s video and got good result. And what I want to know is that the training material MUST be consecutive? I mean, I formed 23s training video by joining two parts. Is this so crucial?

Yes, consecutive video frames are very important.

jeremmoore avatar Feb 29 '24 02:02 jeremmoore

same problem, the reason might be overfitting or lpips_loss. Because the problem do not occur when I test my low-step result. In my case,I turned the max training step=60000,lpips_loss_update=50000,and modified the ambient_loss_target. Sometimes the problem can be solved,but there is no universal solution. I just watch my tensorboard and change the config file when the validation result is strange.

Net-Maker avatar Feb 29 '24 06:02 Net-Maker

same problem, the reason might be overfitting or lpips_loss. Because the problem do not occur when I test my low-step result. In my case,I turned the max training step=60000,lpips_loss_update=50000,and modified the ambient_loss_target. Sometimes the problem can be solved,but there is no universal solution. I just watch my tensorboard and change the config file when the validation result is strange.

Many Thanks! I will have a try.

jeremmoore avatar Feb 29 '24 09:02 jeremmoore

Meanwhile, the NeRF implemented of the work belongs to modulation-based method. Does the percentage of frame of which human closing eye affect the high-dimension slicing? I am experimenting with it and will update result later.

jeremmoore avatar Feb 29 '24 09:02 jeremmoore

hey you trained model using default config values ? In my case there is no blinking at all in the resulting video, can you please help

Hina-Anwar avatar May 02 '24 11:05 Hina-Anwar