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Is there a pre-trained model? #18

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wchuan163 opened this issue Aug 23, 2024 · 6 comments
Closed

Is there a pre-trained model? #18

wchuan163 opened this issue Aug 23, 2024 · 6 comments

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@wchuan163
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Is there any pre-trained model?

@johndpope
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johndpope commented Aug 23, 2024

the closest to anything is recreation of the foundation paper that vasa is built on - MegaPortraits
johndpope/MegaPortrait-hack#36
Before throwing more time at this MegaPortrait - EmoPortrait code / model is supposed to drop.
This guy @neeek2303 (who now works at Meta) was key author of the original samsung paper / so he has definitive code / correct model structure
https://github.com/neeek2303/EMOPortraits

kinda of in a holding pattern for this to drop - then circle back to do diffusion stuff.
I drafted this a while back - https://github.com/johndpope/VASA-1-hack/pulls

more recently been playing around with another microsoft paper
https://github.com/johndpope/IMF
it's stylegan2 based - learned a lot reimplementing this one.

this week i switch back to stable diffusion.

Also - finally have some compute on google vertex
https://github.com/johndpope/vertex-jumpstart

@mantrakp04
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any clude bout emo portrait code?

@johndpope
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johndpope commented Aug 24, 2024

not sure - the contention was around the warping code
I actually draft this - warp composition which may be fine
johndpope/MegaPortrait-hack#55
the direction from imf is worth looking into - it claims to transcend warping altogether.
i get stuck on this one
johndpope/IMF#25

while there's interest here - from digging around stable diffusion
from what i can tell - tiktok just cherry pick code from magicdance
https://github.com/Boese0601/MagicDance - has training code

https://github.com/bytedance/X-Portrait - this quality is quite good. but no training code
it maybe possible to retrofit this
Boese0601/MagicDance#43

@mantrakp04
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how did you use claude opus to reverse engineer, am curious if we could try improving a model architecture using claude

@johndpope
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get the pro subscription and jam in as much RELEVANT content /context -
code spits out
ask it a better question
better code spits out.

@johndpope
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i did major code merge from fresh code spat out by sonnet. i take another look to train.

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