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How is the result now? #48

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JZArray opened this issue Jun 19, 2024 · 2 comments
Closed

How is the result now? #48

JZArray opened this issue Jun 19, 2024 · 2 comments

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@JZArray
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JZArray commented Jun 19, 2024

same as the title

@johndpope
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i think the training strategy is erroneous -
i'm limited to my single gpu - 3090
the idea i read in another more recent paper - which makes more sense to me
just to skip the frames ahead - and have the neural net work out the warping. overfit to one model.
get to rotate head / face / eyes - completely disentangle to one subject.
i put a bunch of updates here - #47
but I'm more interested to create new architecture.
the game is to disentangle - but seems like there were perhaps better ways from many years ago.
https://arxiv.org/pdf/2008.02401

also the es - leakage - i haven't solved.

@johndpope
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i solved id leakage in this repo -
https://github.com/johndpope/IMF

there can be a problem with the batch normalization where many images in batch contaminated things.
https://wandb.ai/snoozie/IMF/runs/fyk2cfti?nw=nwusersnoozie

i create a seperate ticket.

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